From 248273c6c59e654cd1fc8f32007dd684e374e37f Mon Sep 17 00:00:00 2001 From: Hillary Mutisya <150286414+hillary-mutisya@users.noreply.github.com> Date: Mon, 21 Sep 2026 01:06:06 -0700 Subject: [PATCH 1/3] Use durable browser memory Migrates browser knowledge/search/indexing from the legacy website collection to the durable memory service, adding RPC-safe service facades, corpus clearing, KnowPro-backed indexing, and memory-backed graph/analytics queries. Also improves extension import progress routing and offscreen download cancellation/retry handling. --- ts/packages/agentRpc/src/client.ts | 10 +- .../agentRpc/test/actionContext.spec.ts | 69 + .../import_1789977182556_rngoatppp.json | 13 + .../.import-states/website-1789954951090.json | 13 + .../.import-states/website-1789963444009.json | 13 + .../.import-states/website-1789972889887.json | 13 + .../.import-states/website-1789973347252.json | 13 + ts/packages/agentServer/server/src/server.ts | 29 +- ts/packages/agents/browser/package.json | 3 +- .../src/agent/agentServiceHandlers.mts | 29 +- .../src/agent/browserActionHandler.mts | 196 +- .../browser/src/agent/browserActions.mts | 12 +- .../src/agent/browserMemoryService.mts | 90 +- .../browser/src/agent/durableWebSearch.mts | 390 + .../agent/indexing/browserIndexingService.ts | 463 - .../browser/src/agent/indexing/index.mts | 4 +- .../knowledge/actions/analyticsActions.mts | 1441 +- .../knowledge/actions/extractionActions.mts | 239 +- .../agent/knowledge/actions/graphActions.mts | 1561 +- .../knowledge/actions/indexingActions.mts | 69 +- .../actions/knowledgeActionRouter.mts | 8 +- .../agent/knowledge/actions/queryActions.mts | 231 +- .../knowledge/extractKnowledgeCommand.mts | 47 +- .../src/agent/knowledge/knowledgeHandler.mts | 154 - .../knowledge/knowledgeHandler.mts.backup | 3408 -- .../agent/knowledge/types/knowledgeTypes.mts | 8 - .../agents/browser/src/agent/manifest.json | 6 - .../agent/search/answerEnhancementAdapter.mts | 110 - .../src/agent/search/answerGenerator.mts | 178 - .../src/agent/search/queryAnalyzer.mts | 183 - .../agent/search/queryEnhancementAdapter.mts | 313 - .../agent/search/schema/answerEnhancement.mts | 96 - .../src/agent/search/schema/queryAnalysis.mts | 98 - .../src/agent/search/utils/contextBuilder.mts | 162 - .../src/agent/search/utils/metadataRanker.mts | 188 - .../src/agent/search/websiteSearchPrompts.mts | 22 - .../browser/src/agent/searchWebMemories.mts | 2581 -- .../browser/src/agent/websiteMemory.mts | 354 +- .../browser/test/browserInitOptions.test.ts | 33 +- .../browser/test/browserMemoryService.test.ts | 49 +- .../test/search/queryEnhancement.test.ts | 115 - .../browserControlRpc/src/browserControl.ts | 46 + .../interfaces/websiteImport.types.ts | 7 +- .../extension/offscreen/contentProcessor.ts | 40 +- .../src/extension/offscreen/types.ts | 3 +- .../serviceWorker/chromeRpcServer.ts | 6 +- .../serviceWorker/contentDownloader.ts | 165 +- .../serviceWorker/messageHandlers.ts | 70 +- .../src/extension/views/chromeRpcClient.ts | 6 +- .../extension/views/extensionServiceBase.ts | 2 +- .../src/extension/views/knowledgeLibrary.html | 2 +- .../src/extension/views/knowledgeUtilities.ts | 23 +- .../extension/views/websiteImportManager.ts | 1 + .../serviceWorker/chromeRpcRouting.test.ts | 72 + .../serviceWorker/contentDownloader.test.ts | 199 + .../messageHandlers.search.test.ts | 88 +- ts/packages/memory/client/src/memoryClient.ts | 53 +- ts/packages/memory/client/src/protocol.ts | 2 + .../memory/mcp-server/src/memoryMcpServer.ts | 13 + .../mcp-server/test/memoryMcpServer.spec.ts | 4 + ts/packages/memory/service/package.json | 3 +- .../memory/service/src/fileMemoryService.ts | 70 +- ts/packages/memory/service/src/index.ts | 1 + .../memory/service/src/knowProCorpusIndex.ts | 12 +- ts/packages/memory/service/src/rpcFacade.ts | 73 + ts/packages/memory/service/src/types.ts | 1 + .../service/test/fileMemoryService.spec.ts | 93 +- .../website/src/extraction/batchProcessor.ts | 69 +- .../memory/website/src/importWebsites.ts | 4 +- .../website/test/batchProcessor.spec.ts | 48 + ts/packages/shell/src/main/instance.ts | 7 +- ts/packages/textPro/src/html.ts | 2 +- ...el, 1st Earl of Lovelace - Wikipedia.mhtml | 14432 +++++++++ .../ada-lovelace.html | 26845 ++++++++++++++++ .../run-acceptance.mts | 321 + 75 files changed, 44434 insertions(+), 11363 deletions(-) create mode 100644 ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json create mode 100644 ts/packages/agentServer/server/.import-states/website-1789954951090.json create mode 100644 ts/packages/agentServer/server/.import-states/website-1789963444009.json create mode 100644 ts/packages/agentServer/server/.import-states/website-1789972889887.json create mode 100644 ts/packages/agentServer/server/.import-states/website-1789973347252.json create mode 100644 ts/packages/agents/browser/src/agent/durableWebSearch.mts delete mode 100644 ts/packages/agents/browser/src/agent/indexing/browserIndexingService.ts delete mode 100644 ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts delete mode 100644 ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts.backup delete mode 100644 ts/packages/agents/browser/src/agent/search/answerEnhancementAdapter.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/answerGenerator.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/queryAnalyzer.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/queryEnhancementAdapter.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/schema/answerEnhancement.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/schema/queryAnalysis.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/utils/contextBuilder.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/utils/metadataRanker.mts delete mode 100644 ts/packages/agents/browser/src/agent/search/websiteSearchPrompts.mts delete mode 100644 ts/packages/agents/browser/src/agent/searchWebMemories.mts delete mode 100644 ts/packages/agents/browser/test/search/queryEnhancement.test.ts create mode 100644 ts/packages/agents/browserExtension/test/serviceWorker/chromeRpcRouting.test.ts create mode 100644 ts/packages/memory/service/src/rpcFacade.ts create mode 100644 ts/packages/memory/website/test/batchProcessor.spec.ts create mode 100644 ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml create mode 100644 ts/tmp/browser-memory-acceptance/ada-lovelace.html create mode 100644 ts/tmp/browser-memory-acceptance/run-acceptance.mts diff --git a/ts/packages/agentRpc/src/client.ts b/ts/packages/agentRpc/src/client.ts index de26956080..6781115ab3 100644 --- a/ts/packages/agentRpc/src/client.ts +++ b/ts/packages/agentRpc/src/client.ts @@ -206,10 +206,18 @@ function createOptionsRpc( fn = options[name]; } else { const funcName = names.pop(); - thisObject = getObjectProperty(options, name); + thisObject = getObjectProperty( + options, + names.join("."), + ); fn = thisObject[funcName!]; } } + if (typeof fn !== "function") { + throw new Error( + `Options callback '${name}' for object ${param.id} is not a function`, + ); + } return fn.call(thisObject, ...param.args); }, }, diff --git a/ts/packages/agentRpc/test/actionContext.spec.ts b/ts/packages/agentRpc/test/actionContext.spec.ts index bd22ef8389..a139501b0c 100644 --- a/ts/packages/agentRpc/test/actionContext.spec.ts +++ b/ts/packages/agentRpc/test/actionContext.spec.ts @@ -18,6 +18,75 @@ import { } from "@typeagent/agent-sdk/helpers/action"; describe("agent action context RPC", () => { + test("invokes nested initialization option methods with their receiver", async () => { + let clientProvider: ChannelProviderAdapter; + let serverProvider: ChannelProviderAdapter; + clientProvider = createChannelProviderAdapter( + "options-client", + (message, callback) => { + queueMicrotask(() => + serverProvider.notifyMessage( + JSON.parse(JSON.stringify(message)), + ), + ); + callback?.(null); + }, + ); + serverProvider = createChannelProviderAdapter( + "options-server", + (message, callback) => { + queueMicrotask(() => + clientProvider.notifyMessage( + JSON.parse(JSON.stringify(message)), + ), + ); + callback?.(null); + }, + ); + + let result: string | undefined; + const serverAgent: AppAgent = { + initializeAgentContext: async (settings) => { + const options = settings?.options as { + service: { + prefix: string; + getValue(value: string): string; + }; + }; + result = await options.service.getValue("value"); + return {}; + }, + }; + const server = createAgentRpcServer( + "nested-options", + serverAgent, + serverProvider, + ); + const client = await createAgentRpcClient( + "nested-options", + clientProvider, + server.agentInterface, + ); + + try { + await client.initializeAgentContext?.({ + options: { + service: { + prefix: "nested", + getValue(value: string) { + return `${this.prefix}:${value}`; + }, + }, + }, + }); + expect(result).toBe("nested:value"); + } finally { + server.closeFn(); + clientProvider.notifyDisconnected(); + serverProvider.notifyDisconnected(); + } + }); + test("cancels a real SDK choice over agent RPC without invoking its callback", async () => { let clientProvider: ChannelProviderAdapter; let serverProvider: ChannelProviderAdapter; diff --git a/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json b/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json new file mode 100644 index 0000000000..77a7a66693 --- /dev/null +++ b/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json @@ -0,0 +1,13 @@ +{ + "importId": "import_1789977182556_rngoatppp", + "totalWebsites": 10, + "processedWebsites": 3, + "lastSavePoint": 3, + "failedUrls": [], + "startTime": 1789977182611, + "lastProgressTime": 1789977799152, + "extractionMode": "content", + "source": "chrome", + "type": "bookmarks", + "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" +} \ No newline at end of file diff --git a/ts/packages/agentServer/server/.import-states/website-1789954951090.json b/ts/packages/agentServer/server/.import-states/website-1789954951090.json new file mode 100644 index 0000000000..4412819076 --- /dev/null +++ b/ts/packages/agentServer/server/.import-states/website-1789954951090.json @@ -0,0 +1,13 @@ +{ + "importId": "website-1789954951090", + "totalWebsites": 100, + "processedWebsites": 0, + "lastSavePoint": 0, + "failedUrls": [], + "startTime": 1789956179010, + "lastProgressTime": 1789956179010, + "extractionMode": "content", + "source": "chrome", + "type": "bookmarks", + "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" +} diff --git a/ts/packages/agentServer/server/.import-states/website-1789963444009.json b/ts/packages/agentServer/server/.import-states/website-1789963444009.json new file mode 100644 index 0000000000..090aab1adb --- /dev/null +++ b/ts/packages/agentServer/server/.import-states/website-1789963444009.json @@ -0,0 +1,13 @@ +{ + "importId": "website-1789963444009", + "totalWebsites": 10, + "processedWebsites": 0, + "lastSavePoint": 0, + "failedUrls": [], + "startTime": 1789963564797, + "lastProgressTime": 1789963564797, + "extractionMode": "content", + "source": "chrome", + "type": "bookmarks", + "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" +} diff --git a/ts/packages/agentServer/server/.import-states/website-1789972889887.json b/ts/packages/agentServer/server/.import-states/website-1789972889887.json new file mode 100644 index 0000000000..8abd841142 --- /dev/null +++ b/ts/packages/agentServer/server/.import-states/website-1789972889887.json @@ -0,0 +1,13 @@ +{ + "importId": "website-1789972889887", + "totalWebsites": 5, + "processedWebsites": 0, + "lastSavePoint": 0, + "failedUrls": [], + "startTime": 1789972988601, + "lastProgressTime": 1789972988601, + "extractionMode": "content", + "source": "chrome", + "type": "bookmarks", + "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" +} \ No newline at end of file diff --git a/ts/packages/agentServer/server/.import-states/website-1789973347252.json b/ts/packages/agentServer/server/.import-states/website-1789973347252.json new file mode 100644 index 0000000000..aedd55f7ca --- /dev/null +++ b/ts/packages/agentServer/server/.import-states/website-1789973347252.json @@ -0,0 +1,13 @@ +{ + "importId": "website-1789973347252", + "totalWebsites": 2, + "processedWebsites": 0, + "lastSavePoint": 0, + "failedUrls": [], + "startTime": 1789973446374, + "lastProgressTime": 1789973446374, + "extractionMode": "content", + "source": "chrome", + "type": "bookmarks", + "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" +} \ No newline at end of file diff --git a/ts/packages/agentServer/server/src/server.ts b/ts/packages/agentServer/server/src/server.ts index d21806bccb..4b09bb5fb3 100644 --- a/ts/packages/agentServer/server/src/server.ts +++ b/ts/packages/agentServer/server/src/server.ts @@ -43,8 +43,13 @@ import { DefaultAzureCredential } from "@azure/identity"; import { otel } from "@typeagent/telemetry"; import { MacroManager } from "@typeagent/copilot-macros"; import { MemoryServiceHost } from "@typeagent/memory-mcp-server"; -import { FileMemoryService } from "@typeagent/memory-service"; -import { InProcessMemoryServiceClient } from "@typeagent/memory-client"; +import { + FileMemoryService, + createKnowProCorpusIndex, +} from "@typeagent/memory-service"; +import { createMemoryServiceRpcFacade } from "@typeagent/memory-service/rpc"; +import { createDocMemorySettings } from "@typeagent/conversation-memory"; +import { openai } from "@typeagent/aiclient"; // Exit code the worker uses to ask the supervisor to relaunch it in place. const RESTART_EXIT_CODE = 42; @@ -334,6 +339,21 @@ async function main() { debugStartup("starting instance memory service"); const memoryService = new FileMemoryService( path.join(instanceDir, "memory"), + { + indexFactory: (corpusId, indexDirectory) => + createKnowProCorpusIndex(corpusId, indexDirectory, () => + createDocMemorySettings( + 64, + undefined, + openai.createChatModel( + openai.GPT_5_6_LUNA, + undefined, + undefined, + ["website-knowledge", "durable-index"], + ), + ), + ), + }, ); const memoryServiceHost = await MemoryServiceHost.start(memoryService, { onError: (error) => @@ -425,9 +445,8 @@ async function main() { allowSharedLocalView: ["browser"], agentInitOptions: { browser: { - memoryServiceClient: new InProcessMemoryServiceClient( - memoryService, - ), + memoryServiceClient: + createMemoryServiceRpcFacade(memoryService), }, }, }, diff --git a/ts/packages/agents/browser/package.json b/ts/packages/agents/browser/package.json index ee0a5e10e0..9c6eb1f684 100644 --- a/ts/packages/agents/browser/package.json +++ b/ts/packages/agents/browser/package.json @@ -17,8 +17,7 @@ "type": "module", "exports": { "./agent/manifest": "./src/agent/manifest.json", - "./agent/handlers": "./dist/agent/browserActionHandler.mjs", - "./agent/indexing": "./dist/agent/indexing/browserIndexingService.js" + "./agent/handlers": "./dist/agent/browserActionHandler.mjs" }, "main": "index.js", "files": [ diff --git a/ts/packages/agents/browser/src/agent/agentServiceHandlers.mts b/ts/packages/agents/browser/src/agent/agentServiceHandlers.mts index 3cd2c01bcb..2aa54f3fc3 100644 --- a/ts/packages/agents/browser/src/agent/agentServiceHandlers.mts +++ b/ts/packages/agents/browser/src/agent/agentServiceHandlers.mts @@ -3,7 +3,10 @@ import { SessionContext } from "@typeagent/agent-sdk"; import type { BrowserAgentInvokeFunctions } from "@typeagent/browser-control-rpc/serviceTypes"; -import type { BrowserActionContext } from "./browserActions.mjs"; +import { + getSessionBrowserControl, + type BrowserActionContext, +} from "./browserActions.mjs"; import { handleKnowledgeAction } from "./knowledge/actions/knowledgeActionRouter.mjs"; import { handleSchemaDiscoveryAction } from "./discovery/actionHandler.mjs"; import { @@ -24,6 +27,27 @@ export function createAgentInvokeHandlers( return handleKnowledgeAction(method, params, context); } + async function extractionHandler(params: any): Promise { + if (Array.isArray(params.htmlFragments)) { + return knowledgeHandler("extractKnowledgeFromPage", params); + } + const browserControl = getSessionBrowserControl(context); + const url = params.url ?? (await browserControl.getPageUrl()); + const htmlFragments = await browserControl.getHtmlFragments( + false, + "knowledgeExtraction", + ); + return knowledgeHandler("extractKnowledgeFromPage", { + ...params, + url, + title: params.title ?? url, + htmlFragments, + extractEntities: params.extractEntities ?? true, + extractRelationships: params.extractRelationships ?? true, + suggestQuestions: params.suggestQuestions ?? true, + }); + } + async function discoveryHandler(method: string, params: any): Promise { const result = await handleSchemaDiscoveryAction( { actionName: method as any, parameters: params }, @@ -38,8 +62,7 @@ export function createAgentInvokeHandlers( const handlers: BrowserAgentInvokeFunctions = { // Knowledge extraction - extractKnowledgeFromPage: (params: any) => - knowledgeHandler("extractKnowledgeFromPage", params), + extractKnowledgeFromPage: extractionHandler, // Knowledge queries searchWebMemories: (params: any) => websiteHandler("searchWebMemories", params), diff --git a/ts/packages/agents/browser/src/agent/browserActionHandler.mts b/ts/packages/agents/browser/src/agent/browserActionHandler.mts index 30949dd0a1..99f4da4796 100644 --- a/ts/packages/agents/browser/src/agent/browserActionHandler.mts +++ b/ts/packages/agents/browser/src/agent/browserActionHandler.mts @@ -61,8 +61,6 @@ import { import registerDebug from "debug"; -import * as website from "@typeagent/website-memory"; -import { createGraphologyPersistenceManager } from "./knowledge/utils/graphologyPersistence.mjs"; import { ExtractKnowledgeHandler } from "./knowledge/extractKnowledgeCommand.mjs"; import { performKnowledgeExtraction, @@ -84,7 +82,7 @@ import { searchByTopics, hybridSearch, generateWebSearchMarkdown, -} from "./searchWebMemories.mjs"; +} from "./durableWebSearch.mjs"; import { loadAllowDynamicAgentDomains, @@ -537,7 +535,6 @@ async function initializeBrowserContext( // because it provides the control in-process. preferredClientType: clientBrowserControl === undefined ? undefined : "electron", - index: undefined, localHostPort, // Shared WebSocket server is created lazily on the first // updateBrowserContext(true, ...) call so the bind happens with @@ -602,11 +599,6 @@ async function updateBrowserContext( context.agentContext.tabTitleIndex = createTabTitleIndex(); } - // Load the website index from disk - if (!context.agentContext.websiteCollection) { - await initializeWebsiteIndex(context); - } - // Initialize fuzzy matching model for website search if (!context.agentContext.fuzzyMatchingModel) { context.agentContext.fuzzyMatchingModel = tryCreateEmbeddingModel(); @@ -1089,192 +1081,6 @@ export function sendWebFlowRefreshToClient( } } -async function initializeWebsiteIndex( - context: SessionContext, -) { - try { - const websiteIndexes = await context.indexes("website"); - - if (websiteIndexes.length > 0) { - context.agentContext.index = websiteIndexes[0]; - context.agentContext.websiteCollection = - await website.WebsiteCollection.readFromFile( - websiteIndexes[0].path, - "index", - ); - - // Initialize JSON storage alongside SQLite - await initializeGraphologyStorage(context, websiteIndexes[0].path); - - debug( - `Loaded website index with ${context.agentContext.websiteCollection?.messages.length || 0} websites`, - ); - } else { - debug( - "No existing website index found, checking for index file at target path", - ); - - let indexPath: string | undefined; - let websiteCollection: website.WebsiteCollection | undefined; - - // Try to determine the target index path - try { - const sessionDir = await getSessionFolderPath(context); - if (sessionDir) { - // Create index path following IndexManager pattern: sessionDir/indexes/website - indexPath = path.resolve( - sessionDir, - "..", - "indexes", - "website", - "index", - ); - - // Check if the index database file exists and try to read it - const dbFile = path.join( - indexPath, - "index_dataFrames.sqlite", - ); - if (fs.existsSync(dbFile)) { - try { - websiteCollection = - await website.WebsiteCollection.readFromFile( - indexPath, - "index", - ); - - if ( - websiteCollection && - websiteCollection.messages.length > 0 - ) { - context.agentContext.websiteCollection = - websiteCollection; - - // Create proper IndexData object for the loaded collection - context.agentContext.index = { - source: "website", - name: "website-index", - location: "browser-agent", - size: websiteCollection.messages.length, - path: indexPath, - state: "finished", - progress: 100, - sizeOnDisk: 0, - }; - - // Initialize JSON storage and perform migration if needed - await initializeGraphologyStorage( - context, - indexPath, - ); - - debug( - `Loaded existing website collection with ${websiteCollection.messages.length} websites from ${indexPath}`, - ); - } else { - debug( - `Database exists but collection is empty at ${indexPath}, will create new collection`, - ); - websiteCollection = undefined; - } - } catch (readError) { - debug( - `Failed to read existing collection: ${readError}`, - ); - websiteCollection = undefined; - } - } else { - debug(`No existing database file found at ${dbFile}`); - } - } - } catch (pathError) { - debug(`Error determining index path: ${pathError}`); - indexPath = undefined; - } - - // If we couldn't load an existing collection, create a new one - if (!websiteCollection) { - context.agentContext.websiteCollection = - new website.WebsiteCollection(); - - // Set up index metadata if we have a valid path - // Directory will be created when writeToFile is called - if (indexPath) { - context.agentContext.index = { - source: "website", - name: "website-index", - location: "browser-agent", - size: 0, - path: indexPath, - state: "new", - progress: 0, - sizeOnDisk: 0, - }; - - // Initialize JSON storage for new index - await initializeGraphologyStorage(context, indexPath); - - debug( - `Index will be created at ${indexPath} when first page is indexed`, - ); - } else { - context.agentContext.index = undefined; - debug( - "No index path available, collection will be in-memory only", - ); - } - } - - // Log final state - if (!context.agentContext.index) { - debug( - "Website collection created without persistent index - data will be in-memory only", - ); - } - } - } catch (error) { - debug("Error initializing website collection:", error); - // SQLite/website-memory may be unavailable; keep browser agent alive. - // Knowledge features will remain unavailable until dependency issues are resolved. - context.agentContext.websiteCollection = undefined; - context.agentContext.index = undefined; - } -} - -/** - * Initialize Graphology storage for pure Graphology architecture - */ -async function initializeGraphologyStorage( - context: SessionContext, - indexPath: string, -): Promise { - try { - debug("Initializing Graphology storage"); - - // Create storage path for Graphology files - const graphologyStoragePath = path.join(indexPath, "storage"); - - // Create Graphology persistence manager - const persistenceManager = createGraphologyPersistenceManager( - graphologyStoragePath, - ); - - // Store reference in context for later use (maintaining compatibility) - if (!context.agentContext.graphJsonStorage) { - context.agentContext.graphJsonStorage = { - manager: persistenceManager, - lastEntityGraphUpdate: null, - lastTopicGraphUpdate: null, - }; - } - - debug("Graphology storage initialization complete"); - } catch (error) { - debug(`Error initializing Graphology storage: ${error}`); - // Don't throw - this should not break the main initialization - } -} - async function getSessionFolderPath( context: SessionContext, ) { diff --git a/ts/packages/agents/browser/src/agent/browserActions.mts b/ts/packages/agents/browser/src/agent/browserActions.mts index 5390acdc15..552b48db9a 100644 --- a/ts/packages/agents/browser/src/agent/browserActions.mts +++ b/ts/packages/agents/browser/src/agent/browserActions.mts @@ -10,7 +10,6 @@ import type { AiSearchLookupMode } from "./lookup/aiSearchLookup.mjs"; import { ChildProcess } from "child_process"; import { TabTitleIndex } from "./tabTitleIndex.mjs"; import { TextEmbeddingModel } from "@typeagent/aiclient"; -import type { WebsiteCollection, IndexData } from "@typeagent/website-memory"; import { ActionContext, SessionContext } from "@typeagent/agent-sdk"; import { ChoiceManager } from "@typeagent/agent-sdk/helpers/action"; @@ -21,12 +20,13 @@ import { AgentWebSocketServer, } from "./agentWebSocketServer.mjs"; import { getClientType } from "@typeagent/agent-server-protocol"; -import type { MemoryServiceClient } from "@typeagent/memory-client"; +import type { MemoryService } from "@typeagent/memory-service"; import type { BrowserMemoryService } from "./browserMemoryService.mjs"; +import type { GraphCache } from "./knowledge/types/knowledgeTypes.mjs"; export type BrowserAgentInitOptions = { browserControl?: BrowserControl; - memoryServiceClient?: MemoryServiceClient; + memoryServiceClient?: MemoryService; }; export type BrowserActionContext = { @@ -34,7 +34,7 @@ export type BrowserActionContext = { clientBrowserControl?: BrowserControl | undefined; externalBrowserControl?: ExternalBrowserClient | undefined; useExternalBrowserControl: boolean; - memoryServiceClient?: MemoryServiceClient; + memoryServiceClient?: MemoryService; browserMemoryService?: BrowserMemoryService; preferredClientType?: "extension" | "electron" | undefined; // Runtime override for the internet-lookup backend (@browser lookup ...); @@ -49,10 +49,8 @@ export type BrowserActionContext = { browserProcess?: ChildProcess | undefined; tabTitleIndex?: TabTitleIndex | undefined; allowDynamicAgentDomains?: string[]; - websiteCollection?: WebsiteCollection | undefined; - graphJsonStorage?: any | undefined; // GraphologyPersistenceManager - field name maintained for compatibility + graphCache?: GraphCache | undefined; fuzzyMatchingModel?: TextEmbeddingModel | undefined; - index: IndexData | undefined; viewProcess?: ChildProcess | undefined; localHostPort: number; // Handle returned by sessionContext.registerPort for the views diff --git a/ts/packages/agents/browser/src/agent/browserMemoryService.mts b/ts/packages/agents/browser/src/agent/browserMemoryService.mts index 7643056f9b..7047136673 100644 --- a/ts/packages/agents/browser/src/agent/browserMemoryService.mts +++ b/ts/packages/agents/browser/src/agent/browserMemoryService.mts @@ -2,17 +2,18 @@ // Licensed under the MIT License. import { createHash } from "node:crypto"; -import type { MemoryServiceClient } from "@typeagent/memory-client"; import type { IngestionMode, JobProgress, MemoryEvidence, MemoryKnowledgeGraph, + MemoryService, MemorySource, } from "@typeagent/memory-service"; +import { waitForMemoryJob } from "@typeagent/memory-service/rpc"; const browserCorpusName = "TypeAgent Browser Memory"; -const adapters = new WeakMap(); +const adapters = new WeakMap(); export interface BrowserMemoryDocument { url: string; @@ -28,6 +29,7 @@ export interface BrowserMemoryDocument { export interface BrowserMemorySearchOptions { query: string; limit?: number; + sourceIds?: string[]; url?: string; domain?: string; pageType?: string; @@ -45,7 +47,7 @@ export class BrowserMemoryService { private corpusIdPromise: Promise | undefined; private graphVersion = 0; - public constructor(private readonly client: MemoryServiceClient) {} + public constructor(private readonly client: MemoryService) {} public async ingest( document: BrowserMemoryDocument, @@ -56,38 +58,33 @@ export class BrowserMemoryService { } = {}, ): Promise { const corpusId = await this.getCorpusId(); - const result = await this.client.ingestDocument( - { - corpusId, - source: { - sourceId: sourceIdForUrl(document.url), - sourceType: "web", - title: document.title, - canonicalUri: document.url, - markdown: document.markdown, - ...(document.tags === undefined + const result = await this.client.ingestDocument({ + corpusId, + source: { + sourceId: sourceIdForUrl(document.url), + sourceType: "web", + title: document.title, + canonicalUri: document.url, + markdown: document.markdown, + ...(document.tags === undefined ? {} : { tags: document.tags }), + ...(document.capturedAt === undefined + ? {} + : { capturedAt: document.capturedAt }), + metadata: { + ...(document.domain === undefined + ? {} + : { domain: document.domain }), + ...(document.pageType === undefined ? {} - : { tags: document.tags }), - ...(document.capturedAt === undefined + : { pageType: document.pageType }), + ...(document.source === undefined ? {} - : { capturedAt: document.capturedAt }), - metadata: { - ...(document.domain === undefined - ? {} - : { domain: document.domain }), - ...(document.pageType === undefined - ? {} - : { pageType: document.pageType }), - ...(document.source === undefined - ? {} - : { source: document.source }), - }, + : { source: document.source }), }, - pipeline: { mode, updatePolicy: "skipIfUnchanged" }, }, - options.signal, - ); - const job = await this.client.waitForJob(result.jobId, options); + pipeline: { mode, updatePolicy: "skipIfUnchanged" }, + }); + const job = await waitForMemoryJob(this.client, result.jobId, options); if (job.state !== "complete" && job.state !== "partial") { throw new Error( job.error ?? @@ -102,8 +99,17 @@ export class BrowserMemoryService { ): Promise { const corpusId = await this.getCorpusId(); const sources = await this.client.listSources(corpusId); + const requestedSourceIds = + options.sourceIds === undefined + ? undefined + : new Set(options.sourceIds); const sourceIds = sources - .filter((source) => matchesFilters(source, options)) + .filter( + (source) => + (requestedSourceIds === undefined || + requestedSourceIds.has(source.sourceId)) && + matchesFilters(source, options), + ) .map((source) => source.sourceId); if (sourceIds.length === 0) { return []; @@ -131,6 +137,24 @@ export class BrowserMemoryService { ); } + public async getSourceById( + sourceId: string, + ): Promise { + return this.client.getSource(await this.getCorpusId(), sourceId); + } + + public async listSources(): Promise { + return this.client.listSources(await this.getCorpusId()); + } + + public async clear(): Promise { + const clearedCount = await this.client.clearCorpus( + await this.getCorpusId(), + ); + this.graphVersion++; + return clearedCount; + } + public async getKnowledgeGraph(): Promise { return this.client.getKnowledgeGraph(await this.getCorpusId()); } @@ -159,7 +183,7 @@ export class BrowserMemoryService { } export function getBrowserMemoryService( - client: MemoryServiceClient, + client: MemoryService, ): BrowserMemoryService { let service = adapters.get(client); if (service === undefined) { diff --git a/ts/packages/agents/browser/src/agent/durableWebSearch.mts b/ts/packages/agents/browser/src/agent/durableWebSearch.mts new file mode 100644 index 0000000000..f91cafce48 --- /dev/null +++ b/ts/packages/agents/browser/src/agent/durableWebSearch.mts @@ -0,0 +1,390 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import type { SessionContext } from "@typeagent/agent-sdk"; +import type { MemoryKnowledgeGraph } from "@typeagent/memory-service"; +import type { BrowserActionContext } from "./browserActions.mjs"; +import type { + Entity, + WebPageReference, +} from "./knowledge/schema/knowledgeExtraction.mjs"; + +export interface SearchWebMemoriesRequest { + originalUserRequest?: string | undefined; + query: string; + searchScope?: "current_page" | "all_indexed" | undefined; + url?: string | undefined; + dateFrom?: string | undefined; + dateTo?: string | undefined; + domain?: string | undefined; + pageType?: string | undefined; + source?: string | undefined; + limit?: number | undefined; + minScore?: number | undefined; + exactMatch?: boolean | undefined; + generateAnswer?: boolean | undefined; + includeRelatedEntities?: boolean | undefined; + enableAdvancedSearch?: boolean | undefined; + knowledgeTopK?: number | undefined; + chunking?: boolean | undefined; + fastStop?: boolean | undefined; + combineAnswers?: boolean | undefined; + choices?: string | undefined; + maxCharsInBudget?: number | undefined; + debug?: boolean | undefined; + metadata?: any; +} + +export interface SearchSummary { + totalFound: number; + searchTime: number; + strategies: string[]; + confidence: number; +} + +export interface SearchDebugContext { + searchTerms: string[]; + searchStrategies: string[]; + knowledgeMatchCount: number; + timing: { + parsing: number; + search: number; + processing: number; + total: number; + }; + intermediateFallbacks: string[]; +} + +export interface WebsiteResult { + url: string; + title: string; + domain: string; + pageType: string; + source: string; + relevanceScore: number; + lastVisited?: string; + snippet?: string; +} + +export interface SearchWebMemoriesResponse { + websites: WebsiteResult[]; + summary: SearchSummary; + answer?: string; + answerType?: "direct" | "synthesized" | "noAnswer"; + answerSources?: WebPageReference[]; + confidence?: number; + relatedEntities?: Entity[]; + topTopics?: string[]; + queryIntent?: "question" | "discovery" | "mixed"; + searchTerms?: string[]; + suggestedFollowups?: string[]; + debugContext?: SearchDebugContext; +} + +function emptyResponse( + message: string, + startedAt: number, +): SearchWebMemoriesResponse { + return { + websites: [], + summary: { + totalFound: 0, + searchTime: Date.now() - startedAt, + strategies: ["durable-memory"], + confidence: 0, + }, + answer: message, + answerType: "noAnswer", + answerSources: [], + queryIntent: "discovery", + suggestedFollowups: [], + }; +} + +function sourceMetadata( + metadata: Record | undefined, + name: string, +): string | undefined { + const value = metadata?.[name]; + return typeof value === "string" ? value : undefined; +} + +async function searchDurable( + request: SearchWebMemoriesRequest, + context: SessionContext, + sourceIds?: string[], +): Promise { + const startedAt = Date.now(); + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { + return emptyResponse( + "Durable browser memory is not available", + startedAt, + ); + } + const query = request.query.trim(); + if (query.length === 0) { + return emptyResponse("Query cannot be empty", startedAt); + } + + try { + const matches = await memory.search({ + query, + limit: request.limit ?? 20, + ...(request.searchScope === "current_page" && request.url + ? { url: request.url } + : {}), + ...(request.domain === undefined ? {} : { domain: request.domain }), + ...(request.pageType === undefined + ? {} + : { pageType: request.pageType }), + ...(request.source === undefined ? {} : { source: request.source }), + ...(request.dateFrom === undefined + ? {} + : { dateFrom: request.dateFrom }), + ...(request.dateTo === undefined ? {} : { dateTo: request.dateTo }), + ...(sourceIds === undefined ? {} : { sourceIds }), + }); + const websites: WebsiteResult[] = matches.map( + ({ evidence, source }) => { + let domain = sourceMetadata(source.metadata, "domain"); + if (domain === undefined && source.canonicalUri !== undefined) { + try { + domain = new URL(source.canonicalUri).hostname; + } catch { + domain = "unknown"; + } + } + return { + url: source.canonicalUri ?? "", + title: source.title, + domain: domain ?? "unknown", + pageType: + sourceMetadata(source.metadata, "pageType") ?? + "webpage", + source: + sourceMetadata(source.metadata, "source") ?? "memory", + relevanceScore: evidence.score, + ...(evidence.capturedAt === undefined + ? {} + : { lastVisited: evidence.capturedAt }), + snippet: evidence.snippet, + }; + }, + ); + const debugContext: SearchDebugContext | undefined = request.debug + ? { + searchTerms: [query], + searchStrategies: ["durable-memory"], + knowledgeMatchCount: websites.length, + timing: { + parsing: 0, + search: Date.now() - startedAt, + processing: 0, + total: Date.now() - startedAt, + }, + intermediateFallbacks: [], + } + : undefined; + return { + websites, + summary: { + totalFound: websites.length, + searchTime: Date.now() - startedAt, + strategies: ["durable-memory"], + confidence: + websites.length === 0 + ? 0 + : Math.max( + ...websites.map((site) => site.relevanceScore), + ), + }, + answer: + websites.length === 0 + ? `No indexed websites matched "${query}".` + : `Found ${websites.length} indexed website${websites.length === 1 ? "" : "s"}.`, + answerType: websites.length === 0 ? "noAnswer" : "direct", + answerSources: matches.map(({ evidence, source }) => ({ + url: source.canonicalUri ?? "", + title: source.title, + relevanceScore: evidence.score, + lastIndexed: evidence.indexedAt, + })), + queryIntent: "discovery", + searchTerms: [query], + suggestedFollowups: [], + ...(debugContext === undefined ? {} : { debugContext }), + }; + } catch (error) { + return emptyResponse( + error instanceof Error ? error.message : "Durable search failed", + startedAt, + ); + } +} + +function matchingSourceIds( + names: string[], + graph: MemoryKnowledgeGraph, + kind: "entity" | "topic", +): string[] { + const requested = new Set(names.map((name) => name.toLocaleLowerCase())); + const matches = kind === "entity" ? graph.entities : graph.topics; + return [ + ...new Set( + matches + .filter((item) => requested.has(item.name.toLocaleLowerCase())) + .flatMap((item) => item.sourceIds), + ), + ]; +} + +export function searchWebMemories( + request: SearchWebMemoriesRequest, + context: SessionContext, +): Promise { + return searchDurable(request, context); +} + +export async function searchByEntities( + request: { + entities: string[]; + url?: string; + maxResults?: number; + searchScope?: "current_page" | "all_indexed"; + includeMetadata?: boolean; + }, + context: SessionContext, +): Promise { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { + return emptyResponse( + "Durable browser memory is not available", + Date.now(), + ); + } + const sourceIds = matchingSourceIds( + request.entities, + await memory.getKnowledgeGraph(), + "entity", + ); + if (sourceIds.length === 0) { + return emptyResponse( + `No websites found containing entities: ${request.entities.join(", ")}`, + Date.now(), + ); + } + return searchDurable( + { + query: request.entities.join(" OR "), + url: request.url, + searchScope: request.searchScope, + limit: request.maxResults, + generateAnswer: false, + }, + context, + sourceIds, + ); +} + +export async function searchByTopics( + request: { + topics: string[]; + url?: string; + maxResults?: number; + searchScope?: "current_page" | "all_indexed"; + includeMetadata?: boolean; + }, + context: SessionContext, +): Promise { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { + return emptyResponse( + "Durable browser memory is not available", + Date.now(), + ); + } + const sourceIds = matchingSourceIds( + request.topics, + await memory.getKnowledgeGraph(), + "topic", + ); + if (sourceIds.length === 0) { + return emptyResponse( + `No websites found containing topics: ${request.topics.join(", ")}`, + Date.now(), + ); + } + return searchDurable( + { + query: request.topics.join(" OR "), + url: request.url, + searchScope: request.searchScope, + limit: request.maxResults, + generateAnswer: false, + }, + context, + sourceIds, + ); +} + +export function hybridSearch( + request: { + query: string; + url?: string; + maxResults?: number; + searchScope?: "current_page" | "all_indexed"; + includeMetadata?: boolean; + combineStrategies?: boolean; + }, + context: SessionContext, +): Promise { + return searchDurable( + { + query: request.query, + url: request.url, + searchScope: request.searchScope, + limit: request.maxResults, + generateAnswer: false, + }, + context, + ); +} + +export function generateWebSearchMarkdown( + searchResponse: SearchWebMemoriesResponse, + _query?: string, +): string { + let content = `Found ${searchResponse.websites.length} result(s) in ${searchResponse.summary.searchTime}ms\n\n`; + if (searchResponse.answer && searchResponse.answerType !== "noAnswer") { + content += `**Answer:** ${searchResponse.answer}\n\n`; + } + if (searchResponse.websites.length > 0) { + content += "**Top Results:**\n\n"; + searchResponse.websites.slice(0, 10).forEach((site, index) => { + content += `${index + 1}. ${site.title}\n([link](${site.url}))`; + if (site.lastVisited) { + content += ` - Last visited: ${new Date(site.lastVisited).toLocaleDateString()}`; + } + content += "\n\n"; + }); + } + if (searchResponse.relatedEntities?.length) { + content += `**Related Entities:**\n\n${searchResponse.relatedEntities + .slice(0, 5) + .map((entity) => `- ${entity.name}`) + .join("\n")}\n\n`; + } + if (searchResponse.topTopics?.length) { + content += `**Top Topics:**\n\n${searchResponse.topTopics + .slice(0, 5) + .map((topic) => `- ${topic}`) + .join("\n")}\n\n`; + } + if (searchResponse.suggestedFollowups?.length) { + content += `**Suggested Follow-ups:**\n\n${searchResponse.suggestedFollowups + .map((followup) => `- ${followup}`) + .join("\n")}\n`; + } + return content; +} diff --git a/ts/packages/agents/browser/src/agent/indexing/browserIndexingService.ts b/ts/packages/agents/browser/src/agent/indexing/browserIndexingService.ts deleted file mode 100644 index 49b21866be..0000000000 --- a/ts/packages/agents/browser/src/agent/indexing/browserIndexingService.ts +++ /dev/null @@ -1,463 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import path from "node:path"; -import { fileURLToPath } from "node:url"; -import registerDebug from "debug"; - -import { - importWebsites, - Website, - WebsiteCollection, -} from "@typeagent/website-memory"; - -import { IndexingKnowledgeExtractor } from "./indexingKnowledgeExtractor.mjs"; - -const debug = registerDebug("typeagent:browser:IndexingService"); - -// Types from website-memory (re-exported for clarity) -export type IndexSource = "website" | "image" | "email"; - -export type IndexData = { - source: IndexSource; - name: string; - location: string; - size: number; - path: string; - state: "new" | "indexing" | "finished" | "stopped" | "idle" | "error"; - progress: number; - sizeOnDisk: number; - sourceType?: "bookmarks" | "history"; - browserType?: "chrome" | "edge"; -}; - -/** - * Browser Agent Indexing Service - * Runs as separate process, uses browser agent knowledge processing infrastructure - * Provides AI-enhanced indexing with content summarization and quality assessment - */ -export class BrowserIndexingService { - private knowledgeExtractor: IndexingKnowledgeExtractor; - private index: IndexData | undefined = undefined; - - constructor() { - this.knowledgeExtractor = new IndexingKnowledgeExtractor(); - } - - /** - * Initialize the service with AI models and adapters - */ - async initialize(): Promise { - debug("Initializing browser indexing service..."); - - try { - await this.knowledgeExtractor.initialize(); - debug("Knowledge extractor initialized"); - - debug("Browser indexing service ready"); - debug("Capabilities:", this.knowledgeExtractor.getCapabilities()); - } catch (error) { - debug("Initialization error:", error); - throw error; - } - } - - /** - * Start indexing process with provided index data - */ - async startIndexing(indexData: IndexData): Promise { - this.index = indexData; - debug( - `Starting indexing for: ${indexData.name} (${indexData.sourceType} from ${indexData.browserType})`, - ); - - try { - // Load existing collection first (maintains existing behavior) - const websites = await this.loadExistingCollection(); - - // Import bookmarks/history using browser agent processing - const importedWebsites = await this.importWithBrowserAgent( - indexData.browserType || "chrome", - indexData.sourceType || "bookmarks", - indexData.location, - ); - - // Filter websites that already exist in the collection - const existingUrls = new Set( - websites.getWebsites().map((w) => w.metadata.url), - ); - const newWebsites = importedWebsites.filter( - (w) => !existingUrls.has(w.metadata.url), - ); - - if (newWebsites.length === 0) { - debug("No new websites to index"); - this.index.state = "finished"; - this.index.progress = 100; - this.sendIndexStatus(); - return; - } - - debug( - `📝 PROCESSING ${newWebsites.length} websites incrementally with enhanced knowledge extraction`, - ); - - // Process websites incrementally - process, add to collection, and index each one - await this.processWebsitesIncrementally(websites, newWebsites); - - // Final save of the index - await this.saveIndexToDisk(websites); - - this.index.state = "finished"; - this.index.progress = 100; - this.index.size = websites.getWebsites().length; - this.sendIndexStatus(); - - debug("Enhanced indexing completed successfully"); - } catch (error) { - debug("Indexing failed:", error); - this.index.state = "error"; - this.sendIndexStatus(); - } - } - - /** - * Load existing website collection from the index path - */ - private async loadExistingCollection(): Promise { - try { - const websites = await WebsiteCollection.readFromFile( - this.index!.path, - "index", - ); - if (websites && websites.messages.length > 0) { - debug( - `Loaded existing collection with ${websites.messages.length} websites`, - ); - return websites; - } else { - debug( - "No existing collection found or empty, creating new one", - ); - return new WebsiteCollection(); - } - } catch (error) { - debug( - `Failed to load existing collection: ${error}. Creating new collection.`, - ); - return new WebsiteCollection(); - } - } - - /** - * Import websites using browser agent infrastructure - */ - private async importWithBrowserAgent( - browserType: string, - sourceType: string, - location: string, - ): Promise { - debug(`Importing ${sourceType} from ${browserType} at ${location}`); - - // Resolve browser file path - needed when location is not a direct file path - let resolvedLocation = location; - if ( - location === "browser-agent" || - location === "default" || - !location.includes(path.sep) - ) { - const { getDefaultBrowserPaths } = await import( - "@typeagent/website-memory" - ); - const defaultPaths = getDefaultBrowserPaths(); - - if (browserType === "chrome") { - resolvedLocation = - sourceType === "bookmarks" - ? defaultPaths.chrome.bookmarks - : defaultPaths.chrome.history; - } else if (browserType === "edge") { - resolvedLocation = - sourceType === "bookmarks" - ? defaultPaths.edge.bookmarks - : defaultPaths.edge.history; - } - - debug( - `Resolved location from '${location}' to '${resolvedLocation}'`, - ); - } - - return await importWebsites( - browserType as "chrome" | "edge", - sourceType as "bookmarks" | "history", - resolvedLocation, - { - limit: 10000, - // Standard content extractor - enhanced processing happens later - }, - this.indexingProgress.bind(this), - ); - } - - /** - * Calculate overall quality score from extraction metrics - */ - private calculateQualityScore(metrics: any): number { - // Combine multiple factors into overall quality score (0-1) - const factors = [ - Math.min(metrics.confidence || 0, 1), - Math.min((metrics.entityCount || 0) / 10, 1), // Normalize entity count - Math.min((metrics.topicCount || 0) / 5, 1), // Normalize topic count - metrics.aiProcessingTime ? 0.2 : 0, // Bonus for AI processing - ]; - - return ( - factors.reduce((sum, factor) => sum + factor, 0) / factors.length - ); - } - - /** - * Process websites incrementally - for each website: process, add to collection, and index - * This follows the pattern from websiteMemory.mts line 739 - */ - private async processWebsitesIncrementally( - websiteCollection: WebsiteCollection, - newWebsites: Website[], - ): Promise { - debug( - `INCREMENTAL PROCESSING: Starting processing of ${newWebsites.length} websites`, - ); - - for (let i = 0; i < newWebsites.length; i++) { - const website = newWebsites[i]; - - try { - debug( - `📄 PROCESSING WEBSITE ${i + 1}/${newWebsites.length}: ${website.metadata.title || website.metadata.url}`, - ); - - // Step 1: Enhanced knowledge extraction for this website - await this.processWebsiteWithKnowledge( - website, - i + 1, - newWebsites.length, - ); - - // Step 2: Add to collection - websiteCollection.addWebsites([website]); // Add to collection - - // Step 3: Incrementally add to search index - try { - await websiteCollection.addToIndex(); - } catch (indexError) { - debug( - `⚠️ INCREMENTAL INDEX FAILED: Falling back to full rebuild: ${indexError}`, - ); - await websiteCollection.buildIndex(); - } - - // Update progress - this.indexingProgress( - i + 1, - newWebsites.length, - website.metadata.title || website.metadata.url, - ); - - // Periodic save every 10 websites to preserve progress - if ((i + 1) % 10 === 0) { - debug( - `💾 PERIODIC SAVE: Saving progress after ${i + 1} websites`, - ); - await this.saveIndexToDisk(websiteCollection); - } - } catch (error) { - debug( - `❌ FAILED TO PROCESS: ${website.metadata.title || website.metadata.url}: ${error}`, - ); - // Continue with next website rather than failing entire batch - } - } - - debug( - `✅ INCREMENTAL PROCESSING COMPLETE: Successfully processed ${newWebsites.length} websites`, - ); - } - - /** - * Process a single website with enhanced knowledge extraction - */ - private async processWebsiteWithKnowledge( - website: Website, - current: number, - total: number, - ): Promise { - try { - // Determine extraction mode based on URL - const extractionMode = - this.knowledgeExtractor.getExtractionModeForUrl( - website.metadata.url, - ); - - debug( - `Processing ${website.metadata.url} with ${extractionMode} mode`, - ); - - // Enhanced knowledge extraction with context information - const result = await this.knowledgeExtractor.extractKnowledge( - { - url: website.metadata.url, - title: website.metadata.title || "", - textContent: - website.textChunks?.join("\n") || - website.metadata.description || - "", - source: "import" as const, - timestamp: new Date().toISOString(), - folder: website.metadata.folder, - } as any, - extractionMode, - ); - - // Update website with extracted knowledge - if (result.knowledge) { - website.knowledge = result.knowledge; - - // Extract and assign topicHierarchy if present - const topicHierarchy = (result.knowledge as any) - ?.topicHierarchy; - if (topicHierarchy) { - (website as any).topicHierarchy = topicHierarchy; - } - } - - // Add processing metadata - (website.metadata as any).extractionMode = extractionMode; - (website.metadata as any).processingTime = result.processingTime; - (website.metadata as any).aiProcessingUsed = - result.aiProcessingUsed; - - // Add quality metrics if available - if (result.qualityMetrics) { - (website.metadata as any).qualityScore = - this.calculateQualityScore(result.qualityMetrics); - } - - // Add summary data if enhanced with summarization - if ((result as any).summaryData) { - (website as any).summaryData = (result as any).summaryData; - (website.metadata as any).enhancedWithSummary = true; - } - - debug( - `Successfully processed ${website.metadata.url} (AI: ${result.aiProcessingUsed})`, - ); - } catch (error) { - debug( - `❌ KNOWLEDGE EXTRACTION ERROR: ${website.metadata.url}:`, - error, - ); - } - } - - /** - * Save the index to disk - */ - private async saveIndexToDisk(websites: WebsiteCollection): Promise { - try { - // Ensure index directory exists before writing - const { ensureDir } = await import("@typeagent/agent-runtime"); - await ensureDir(this.index!.path); - - // Save the index to disk - await websites.writeToFile(this.index!.path, "index"); - debug(`Index saved to ${this.index!.path}`); - } catch (error) { - debug("Error saving index to disk:", error); - throw error; - } - } - - /** - * Report indexing progress - */ - private indexingProgress( - current: number, - total: number, - itemName: string, - ): void { - if (!this.index) return; - - this.index.progress = current; - this.index.size = current; - this.index.state = "indexing"; - - debug(`Progress: ${current}/${total} - ${itemName}`); - - // Send progress to parent process (every 10 items or at completion) - if (current % 10 === 0 || current === total) { - this.sendIndexStatus(); - } - } - - /** - * Send index status to parent process - */ - private sendIndexStatus(): void { - process.send?.(this.index); - } -} - -// Process entry point for separate process execution -if ( - process.argv.filter((value: string) => { - const thisFile = fileURLToPath(import.meta.url); - return path.basename(value) === path.basename(thisFile); - }).length > 0 -) { - const service = new BrowserIndexingService(); - - /** - * Indicate to the host/parent process that we've started successfully - */ - process.send?.("Success"); - - /** - * Process messages received from the host/parent process - */ - process.on("message", async (message: any) => { - debug("Received message from parent:", message); - - if (message !== undefined) { - try { - // Initialize service - await service.initialize(); - - // Start indexing with provided data - await service.startIndexing(message as IndexData); - } catch (error) { - debug("Error in message handling:", error); - process.send?.({ - ...message, - state: "error", - error: - error instanceof Error - ? error.message - : "Unknown error", - }); - } - } - }); - - /** - * Closes this process at the request of the host/parent process - */ - process.on("disconnect", () => { - debug("Parent process disconnected, exiting"); - process.exit(1); - }); - - debug( - "Browser indexing service started successfully and waiting for instructions", - ); -} diff --git a/ts/packages/agents/browser/src/agent/indexing/index.mts b/ts/packages/agents/browser/src/agent/indexing/index.mts index 1c9bdd8077..819f74b2a1 100644 --- a/ts/packages/agents/browser/src/agent/indexing/index.mts +++ b/ts/packages/agents/browser/src/agent/indexing/index.mts @@ -2,11 +2,9 @@ // Licensed under the MIT License. /** - * Browser Agent Indexing Service - * Enhanced indexing with ContentSummaryAdapter and browser agent infrastructure + * Browser knowledge extraction adapters. */ -export { BrowserIndexingService } from "./browserIndexingService.js"; export { ContentSummaryAdapter } from "./contentSummaryAdapter.mjs"; export { IndexingKnowledgeExtractor } from "./indexingKnowledgeExtractor.mjs"; diff --git a/ts/packages/agents/browser/src/agent/knowledge/actions/analyticsActions.mts b/ts/packages/agents/browser/src/agent/knowledge/actions/analyticsActions.mts index a68e610e06..7d133f929d 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/actions/analyticsActions.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/actions/analyticsActions.mts @@ -1,79 +1,151 @@ // Copyright (c) Microsoft Corporation. // Licensed under the MIT License. -import { SessionContext } from "@typeagent/agent-sdk"; -import { BrowserActionContext } from "../../browserActions.mjs"; -import * as website from "@typeagent/website-memory"; -import { ExtractionMode } from "@typeagent/website-memory"; -import { DetailedKnowledgeStats } from "../../browserKnowledgeSchema.js"; -import { AnalyticsDataResponse } from "../types/knowledgeTypes.mjs"; +import type { SessionContext } from "@typeagent/agent-sdk"; +import type { + MemoryKnowledgeGraph, + MemorySource, +} from "@typeagent/memory-service"; +import type { BrowserActionContext } from "../../browserActions.mjs"; +import type { DetailedKnowledgeStats } from "../../browserKnowledgeSchema.js"; +import type { AnalyticsDataResponse } from "../types/knowledgeTypes.mjs"; + +type BrowserSnapshot = { + sources: MemorySource[]; + graph: MemoryKnowledgeGraph; +}; + +async function loadSnapshot( + context: SessionContext, +): Promise { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { + throw new Error("Durable browser memory is not available"); + } + const [sources, graph] = await Promise.all([ + memory.listSources(), + memory.getKnowledgeGraph(), + ]); + return { sources, graph }; +} + +function sourceTimestamp(source: MemorySource): string | undefined { + const revision = source.revisions.find( + (item) => item.revisionId === source.activeRevisionId, + ); + return revision?.capturedAt ?? revision?.indexedAt; +} + +function sourceDomain(source: MemorySource): string { + const metadataDomain = source.metadata?.domain; + if (typeof metadataDomain === "string" && metadataDomain.length > 0) { + return metadataDomain; + } + try { + return source.canonicalUri === undefined + ? "unknown" + : new URL(source.canonicalUri).hostname; + } catch { + return "unknown"; + } +} + +function sourceIdsFor( + sourceId: string, + graph: MemoryKnowledgeGraph, +): { + entityCount: number; + topicCount: number; + relationshipCount: number; +} { + return { + entityCount: graph.entities.filter((item) => + item.sourceIds.includes(sourceId), + ).length, + topicCount: graph.topics.filter((item) => + item.sourceIds.includes(sourceId), + ).length, + relationshipCount: graph.relationships.filter((item) => + item.sourceIds.includes(sourceId), + ).length, + }; +} + +function qualityScore(counts: ReturnType): number { + return Math.min( + 1, + 0.2 + + (counts.entityCount > 0 ? 0.3 : 0) + + (counts.topicCount > 0 ? 0.2 : 0) + + (counts.relationshipCount > 0 ? 0.3 : 0), + ); +} export async function getExtractionAnalytics( - parameters: { - timeRange?: string; - mode?: ExtractionMode; - }, + parameters: { timeRange?: string; mode?: string }, context: SessionContext, -): Promise<{ - success: boolean; - analytics: any; -}> { +): Promise<{ success: boolean; analytics: any }> { try { - // Analytics functionality moved to website-memory package - // For now, return basic analytics info + const { sources } = await loadSnapshot(context); + const modes = { basic: 0, content: 0, actions: 0, full: 0 }; + for (const source of sources) { + const mode = source.metadata?.extractionMode; + if (typeof mode === "string" && mode in modes) { + modes[mode as keyof typeof modes]++; + } + } return { success: true, analytics: { - totalExtractions: 0, - successRate: 100, + totalExtractions: sources.length, + successRate: sources.length === 0 ? 0 : 100, averageProcessingTime: 0, - modes: { - basic: 0, - content: 0, - actions: 0, - full: 0, - }, + modes, }, }; - } catch (error) { - console.error("Error getting extraction analytics:", error); - return { - success: false, - analytics: null, - }; + } catch { + return { success: false, analytics: null }; } } export async function generateQualityReport( parameters: {}, context: SessionContext, -): Promise<{ - success: boolean; - report: any; -}> { +): Promise<{ success: boolean; report: any }> { try { - // Quality monitoring functionality moved to website-memory package - // For now, return basic quality report + const { sources, graph } = await loadSnapshot(context); + const scores = sources.map((source) => + qualityScore(sourceIdsFor(source.sourceId, graph)), + ); + const average = + scores.length === 0 + ? 0 + : scores.reduce((sum, score) => sum + score, 0) / scores.length; return { success: true, report: { - overallQuality: "good", - averageConfidence: 0.8, - totalItems: 0, + overallQuality: + average >= 0.8 + ? "excellent" + : average >= 0.5 + ? "good" + : average > 0 + ? "fair" + : "poor", + averageConfidence: average, + totalItems: sources.length, qualityDistribution: { - excellent: 0, - good: 0, - fair: 0, - poor: 0, + excellent: scores.filter((score) => score >= 0.8).length, + good: scores.filter((score) => score >= 0.6 && score < 0.8) + .length, + fair: scores.filter((score) => score >= 0.4 && score < 0.6) + .length, + poor: scores.filter((score) => score < 0.4).length, }, }, }; - } catch (error) { - console.error("Error generating quality report:", error); - return { - success: false, - report: null, - }; + } catch { + return { success: false, report: null }; } } @@ -88,263 +160,37 @@ export async function getPageQualityMetrics( extractionMode: string; lastUpdated: string | null; }> { + const empty = { + score: 0, + entityCount: 0, + topicCount: 0, + actionCount: 0, + extractionMode: "unknown", + lastUpdated: null, + }; try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - score: 0, - entityCount: 0, - topicCount: 0, - actionCount: 0, - extractionMode: "unknown", - lastUpdated: null, - }; - } - - const websites = websiteCollection.messages.getAll(); - const foundWebsite = websites.find( - (site: any) => site.metadata.url === parameters.url, - ); - - if (!foundWebsite) { - return { - score: 0, - entityCount: 0, - topicCount: 0, - actionCount: 0, - extractionMode: "unknown", - lastUpdated: null, - }; - } - - const knowledge = foundWebsite.getKnowledge(); - const metadata = foundWebsite.metadata as any; - - const entityCount = knowledge?.entities?.length || 0; - const topicCount = knowledge?.topics?.length || 0; - const actionCount = knowledge?.actions?.length || 0; - - // Calculate quality score based on knowledge richness - let score = 0.2; // Base score - - if (entityCount > 0) score += 0.2; - if (topicCount > 2) score += 0.2; - if (actionCount > 0) score += 0.2; - if (entityCount > 5) score += 0.1; - if (topicCount > 5) score += 0.1; - - score = Math.min(score, 1.0); - - // Determine extraction mode based on knowledge richness - let extractionMode = "basic"; - if (actionCount > 0) { - extractionMode = "full"; - } else if (entityCount > 3 && topicCount > 2) { - extractionMode = "content"; - } - - return { - score, - entityCount, - topicCount, - actionCount, - extractionMode, - lastUpdated: metadata.visitDate || metadata.bookmarkDate || null, - }; - } catch (error) { - console.error("Error getting page quality metrics:", error); - return { - score: 0, - entityCount: 0, - topicCount: 0, - actionCount: 0, - extractionMode: "unknown", - lastUpdated: null, - }; - } -} - -export async function getAnalyticsData( - parameters: { - timeRange?: string; - includeQuality?: boolean; - includeProgress?: boolean; - topDomainsLimit?: number; - activityGranularity?: "day" | "week" | "month"; - }, - context: SessionContext, -): Promise { - try { - // Single coordinated data collection using Promise.all for efficiency - const [ - knowledgeStats, - topDomains, - activityTrends, - extractionAnalytics, - recentKnowledgeItems, - ] = await Promise.all([ - getDetailedKnowledgeStats( - { - includeQuality: parameters.includeQuality !== false, - includeProgress: parameters.includeProgress !== false, - timeRange: 30, - }, - context, - ), - getTopDomains( - { - limit: parameters.topDomainsLimit || 10, - }, - context, - ), - getActivityTrends( - { - timeRange: parameters.timeRange || "30d", - granularity: parameters.activityGranularity || "day", - }, - context, - ), - getExtractionAnalytics( - { - timeRange: parameters.timeRange || "30d", - }, - context, - ), - getRecentKnowledgeItems({ limit: 10, type: "all" }, context), - ]); - - // Get basic website statistics from websiteCollection - const websiteCollection = context.agentContext.websiteCollection; - let totalSites = 0; - let totalBookmarks = 0; - let totalHistory = 0; - let totalActions = 0; - - if (websiteCollection) { - const websites = websiteCollection.messages.getAll(); - totalSites = websites.length; - - // Count bookmarks vs history and total actions - websites.forEach((site) => { - const metadata = site.metadata as website.WebsiteDocPartMeta; - if (metadata?.bookmarkDate) { - totalBookmarks++; - } else { - totalHistory++; - } - - // Count actions in this site's knowledge - const knowledge = site.getKnowledge(); - if (knowledge) { - const actions = - (knowledge as any).actions || - (knowledge as any).detectedActions || - []; - if (Array.isArray(actions)) { - totalActions += actions.length; - } - } - }); - } - + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) return empty; + const source = await memory.getSource(parameters.url); + if (source === undefined) return empty; + const graph = await memory.getKnowledgeGraph(); + const counts = sourceIdsFor(source.sourceId, graph); return { - overview: { - totalSites, - totalBookmarks, - totalHistory, - topDomains: topDomains.domains?.length || 0, - knowledgeExtracted: knowledgeStats.totalPages || 0, - }, - knowledge: { - extractionProgress: knowledgeStats.extractionProgress || { - entityProgress: 0, - topicProgress: 0, - actionProgress: 0, - }, - qualityDistribution: knowledgeStats.qualityDistribution || { - highQuality: 0, - mediumQuality: 0, - lowQuality: 0, - }, - totalEntities: knowledgeStats.totalEntities || 0, - totalTopics: knowledgeStats.totalTopics || 0, - totalActions: totalActions, - totalRelationships: knowledgeStats.totalRelationships || 0, - recentItems: knowledgeStats.recentActivity || [], - recentEntities: recentKnowledgeItems.entities || [], - recentTopics: recentKnowledgeItems.topics || [], - recentActions: recentKnowledgeItems.actions || [], - recentRelationships: recentKnowledgeItems.relationships || [], - }, - domains: { - topDomains: topDomains.domains || [], - totalSites: topDomains.totalSites || 0, - }, - activity: { - trends: activityTrends.trends || [], - summary: activityTrends.summary || { - totalActivity: 0, - peakDay: null, - averagePerDay: 0, - timeRange: parameters.timeRange || "30d", - }, - }, - analytics: { - extractionMetrics: extractionAnalytics.analytics || {}, - qualityReport: extractionAnalytics.analytics || {}, - }, - }; - } catch (error) { - console.error("Error aggregating analytics data:", error); - // Return empty analytics data on error - return { - overview: { - totalSites: 0, - totalBookmarks: 0, - totalHistory: 0, - topDomains: 0, - knowledgeExtracted: 0, - }, - knowledge: { - extractionProgress: { - entityProgress: 0, - topicProgress: 0, - actionProgress: 0, - }, - qualityDistribution: { - highQuality: 0, - mediumQuality: 0, - lowQuality: 0, - }, - totalEntities: 0, - totalTopics: 0, - totalActions: 0, - totalRelationships: 0, - recentItems: [], - }, - domains: { - topDomains: [], - totalSites: 0, - }, - activity: { - trends: [], - summary: { - totalActivity: 0, - peakDay: null, - averagePerDay: 0, - timeRange: parameters.timeRange || "30d", - }, - }, - analytics: { - extractionMetrics: {}, - qualityReport: {}, - }, + score: qualityScore(counts), + entityCount: counts.entityCount, + topicCount: counts.topicCount, + actionCount: counts.relationshipCount, + extractionMode: + typeof source.metadata?.extractionMode === "string" + ? source.metadata.extractionMode + : "durable", + lastUpdated: sourceTimestamp(source) ?? null, }; + } catch { + return empty; } } -// Helper function dependencies for getAnalyticsData export async function getRecentKnowledgeItems( parameters: { limit?: number; @@ -378,235 +224,65 @@ export async function getRecentKnowledgeItems( success: boolean; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { + const { sources, graph } = await loadSnapshot(context); + const limit = parameters.limit ?? 10; + const type = parameters.type ?? "all"; + const sourceById = new Map( + sources.map((source) => [source.sourceId, source]), + ); + const details = (sourceId: string) => { + const source = sourceById.get(sourceId); return { - entities: [], - topics: [], - actions: [], - relationships: [], - success: false, + fromPage: source?.title ?? "Unknown Page", + extractedAt: + source === undefined ? "" : (sourceTimestamp(source) ?? ""), }; - } - - const websites = websiteCollection.messages.getAll(); - const limit = parameters.limit || 10; - const type = parameters.type || "all"; - - const recentEntities: Array<{ - name: string; - type: string; - fromPage: string; - extractedAt: string; - }> = []; - const recentTopics: Array<{ - name: string; - fromPage: string; - extractedAt: string; - }> = []; - const recentActions: Array<{ - type: string; - element: string; - text?: string; - confidence: number; - fromPage: string; - extractedAt: string; - }> = []; - const recentRelationships: Array<{ - from: string; - relationship: string; - to: string; - confidence: number; - fromPage: string; - extractedAt: string; - }> = []; - - // Process all websites and extract entities/topics with timestamps - for (const site of websites) { - const knowledge = site.getKnowledge(); - const metadata = site.metadata as any; - const extractedAt = - metadata.visitDate || - metadata.bookmarkDate || - new Date().toISOString(); - const pageTitle = metadata.title || metadata.url || "Unknown Page"; - - if (knowledge) { - // Extract entities - if ( - (type === "entities" || type === "all") && - knowledge.entities - ) { - for (const entity of knowledge.entities) { - recentEntities.push({ - name: entity.name, - type: Array.isArray(entity.type) - ? entity.type.join(", ") - : entity.type, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - - // Extract topics - if ((type === "topics" || type === "all") && knowledge.topics) { - for (const topic of knowledge.topics) { - recentTopics.push({ - name: topic, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - - // Extract actions (if available) - // Note: Actions might not be available in current website-memory structure - if (type === "actions" || type === "all") { - // Try to get actions from various possible sources in the knowledge object - const actions = - (knowledge as any).actions || - (knowledge as any).detectedActions || - []; - - if (Array.isArray(actions)) { - for (const action of actions) { - // Handle different action object structures gracefully - const actionType = - (action as any).actionType || - (action as any).type || - "unknown"; - const actionElement = - (action as any).target?.name || - (action as any).name || - (action as any).element || - "element"; - const actionText = - (action as any).name || - (action as any).text || - (action as any).target?.name; - const actionConfidence = - (action as any).confidence || 0.8; - - recentActions.push({ - type: actionType, - element: actionElement, - text: actionText, - confidence: actionConfidence, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - } - - // Extract relationships from actions data - // This provides properly formatted relationship data for the UI - if (type === "relationships" || type === "all") { - const actions = (knowledge as any).actions || []; - - if (Array.isArray(actions)) { - for (const action of actions) { - // Transform action data to relationship format - const from = - action.subjectEntityName || "Unknown Entity"; - const relationship = - action.verbs?.join(", ") || "related to"; - const to = - action.objectEntityName || "Unknown Target"; - const confidence = action.confidence || 0.8; - - recentRelationships.push({ - from: from, - relationship: relationship, - to: to, - confidence: confidence, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - } - } - } - - // Sort by extraction date (most recent first) and limit results - recentEntities.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - recentTopics.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - recentActions.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - recentRelationships.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - - // Remove duplicates while preserving order - const uniqueEntities = recentEntities - .filter( - (entity, index, arr) => - arr.findIndex( - (e) => - e.name.toLowerCase() === entity.name.toLowerCase(), - ) === index, - ) - .slice(0, limit); - - const uniqueTopics = recentTopics - .filter( - (topic, index, arr) => - arr.findIndex( - (t) => - t.name.toLowerCase() === topic.name.toLowerCase(), - ) === index, - ) - .slice(0, limit); - - const uniqueActions = recentActions - .filter( - (action, index, arr) => - arr.findIndex( - (a) => - a.type === action.type && - a.element === action.element && - a.fromPage === action.fromPage, - ) === index, - ) - .slice(0, limit); - - const uniqueRelationships = recentRelationships - .filter( - (relationship, index, arr) => - arr.findIndex( - (r) => - r.from === relationship.from && - r.relationship === relationship.relationship && - r.to === relationship.to, - ) === index, - ) - .slice(0, limit); - + }; + const entities = + type === "entities" || type === "all" + ? graph.entities.flatMap((entity) => + entity.sourceIds.map((sourceId) => ({ + name: entity.name, + type: entity.types.join(", "), + ...details(sourceId), + })), + ) + : []; + const topics = + type === "topics" || type === "all" + ? graph.topics.flatMap((topic) => + topic.sourceIds.map((sourceId) => ({ + name: topic.name, + ...details(sourceId), + })), + ) + : []; + const relationships = + type === "relationships" || type === "all" + ? graph.relationships.flatMap((relationship) => + relationship.sourceIds.map((sourceId) => ({ + from: relationship.fromEntity, + relationship: relationship.relationshipType, + to: relationship.toEntity, + confidence: 0.8, + ...details(sourceId), + })), + ) + : []; + const newestFirst = (items: T[]) => + items + .sort((left, right) => + right.extractedAt.localeCompare(left.extractedAt), + ) + .slice(0, limit); return { - entities: uniqueEntities, - topics: uniqueTopics, - actions: uniqueActions, - relationships: uniqueRelationships, + entities: newestFirst(entities), + topics: newestFirst(topics), + actions: [], + relationships: newestFirst(relationships), success: true, }; - } catch (error) { - console.error("Error getting recent knowledge items:", error); + } catch { return { entities: [], topics: [], @@ -618,80 +294,47 @@ export async function getRecentKnowledgeItems( } export async function getTopDomains( - parameters: { - limit?: number; - }, + parameters: { limit?: number }, context: SessionContext, ): Promise<{ - domains: Array<{ - domain: string; - count: number; - percentage: number; - }>; + domains: Array<{ domain: string; count: number; percentage: number }>; totalSites: number; success: boolean; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - domains: [], - totalSites: 0, - success: false, - }; - } - - const websites = websiteCollection.messages.getAll(); - const limit = parameters.limit || 10; - - // Count sites by domain - const domainCounts: { [domain: string]: number } = {}; - const totalCount = websites.length; - - for (const site of websites) { - const metadata = site.metadata as any; - const domain = metadata.domain || "unknown"; - domainCounts[domain] = (domainCounts[domain] || 0) + 1; + const { sources } = await loadSnapshot(context); + const counts = new Map(); + for (const source of sources) { + const domain = sourceDomain(source); + counts.set(domain, (counts.get(domain) ?? 0) + 1); } - - // Sort by count and limit results - const sortedDomains = Object.entries(domainCounts) - .sort(([, a], [, b]) => b - a) - .slice(0, limit) - .map(([domain, count]) => ({ - domain, - count, - percentage: parseFloat(((count / totalCount) * 100).toFixed(1)), - })); - return { - domains: sortedDomains, - totalSites: totalCount, + domains: [...counts] + .sort((left, right) => right[1] - left[1]) + .slice(0, parameters.limit ?? 10) + .map(([domain, count]) => ({ + domain, + count, + percentage: + sources.length === 0 + ? 0 + : Number( + ((count / sources.length) * 100).toFixed(1), + ), + })), + totalSites: sources.length, success: true, }; - } catch (error) { - console.error("Error getting top domains:", error); - return { - domains: [], - totalSites: 0, - success: false, - }; + } catch { + return { domains: [], totalSites: 0, success: false }; } } export async function getActivityTrends( - parameters: { - timeRange?: string; - granularity?: string; - }, + parameters: { timeRange?: string; granularity?: string }, context: SessionContext, ): Promise<{ - trends: Array<{ - date: string; - visits: number; - bookmarks: number; - }>; + trends: Array<{ date: string; visits: number; bookmarks: number }>; summary: { totalActivity: number; peakDay: string | null; @@ -700,123 +343,59 @@ export async function getActivityTrends( }; success: boolean; }> { + const timeRange = parameters.timeRange ?? "30d"; try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - trends: [], - summary: { - totalActivity: 0, - peakDay: null, - averagePerDay: 0, - timeRange: parameters.timeRange || "30d", - }, - success: false, - }; - } - - const websites = websiteCollection.messages.getAll(); - const timeRange = parameters.timeRange || "30d"; - - // Calculate date range - const endDate = new Date(); - const startDate = new Date(); - switch (timeRange) { - case "7d": - startDate.setDate(endDate.getDate() - 7); - break; - case "30d": - startDate.setDate(endDate.getDate() - 30); - break; - case "90d": - startDate.setDate(endDate.getDate() - 90); - break; - default: - startDate.setDate(endDate.getDate() - 30); - } - - // Extract activity data from websites - const activityMap = new Map< + const { sources } = await loadSnapshot(context); + const days = Number.parseInt(timeRange, 10) || 30; + const cutoff = Date.now() - days * 24 * 60 * 60 * 1000; + const activity = new Map< string, { visits: number; bookmarks: number } >(); - - for (const site of websites) { - const metadata = site.metadata as any; - - // Process visit dates - if (metadata.visitDate) { - const visitDate = new Date(metadata.visitDate); - if (visitDate >= startDate && visitDate <= endDate) { - const dateKey = visitDate.toISOString().split("T")[0]; - const current = activityMap.get(dateKey) || { - visits: 0, - bookmarks: 0, - }; - current.visits += metadata.visitCount || 1; - activityMap.set(dateKey, current); - } - } - - // Process bookmark dates - if (metadata.bookmarkDate) { - const bookmarkDate = new Date(metadata.bookmarkDate); - if (bookmarkDate >= startDate && bookmarkDate <= endDate) { - const dateKey = bookmarkDate.toISOString().split("T")[0]; - const current = activityMap.get(dateKey) || { - visits: 0, - bookmarks: 0, - }; - current.bookmarks += 1; - activityMap.set(dateKey, current); - } - } + for (const source of sources) { + const timestamp = sourceTimestamp(source); + if (timestamp === undefined || Date.parse(timestamp) < cutoff) + continue; + const date = timestamp.slice(0, 10); + const current = activity.get(date) ?? { visits: 0, bookmarks: 0 }; + if (source.metadata?.source === "bookmark") current.bookmarks++; + else current.visits++; + activity.set(date, current); } - - // Convert to trends array - const trends = Array.from(activityMap.entries()) - .map(([date, activity]) => ({ - date, - visits: activity.visits, - bookmarks: activity.bookmarks, - })) - .sort((a, b) => a.date.localeCompare(b.date)); - - // Calculate summary statistics - const totalVisits = trends.reduce((sum, t) => sum + t.visits, 0); - const totalBookmarks = trends.reduce((sum, t) => sum + t.bookmarks, 0); - const peakDay = trends.reduce( - (peak, current) => - current.visits + current.bookmarks > - peak.visits + peak.bookmarks - ? current - : peak, - trends[0] || { date: null, visits: 0, bookmarks: 0 }, + const trends = [...activity] + .sort(([left], [right]) => left.localeCompare(right)) + .map(([date, counts]) => ({ date, ...counts })); + const totalActivity = trends.reduce( + (sum, item) => sum + item.visits + item.bookmarks, + 0, + ); + const peak = trends.reduce<(typeof trends)[number] | undefined>( + (best, item) => + best === undefined || + item.visits + item.bookmarks > best.visits + best.bookmarks + ? item + : best, + undefined, ); - return { trends, summary: { - totalActivity: totalVisits + totalBookmarks, - peakDay: peakDay.date, + totalActivity, + peakDay: peak?.date ?? null, averagePerDay: - trends.length > 0 - ? (totalVisits + totalBookmarks) / trends.length - : 0, + trends.length === 0 ? 0 : totalActivity / trends.length, timeRange, }, success: true, }; - } catch (error) { - console.error("Error getting activity trends:", error); + } catch { return { trends: [], summary: { totalActivity: 0, peakDay: null, averagePerDay: 0, - timeRange: parameters.timeRange || "30d", + timeRange, }, success: false, }; @@ -831,333 +410,199 @@ export async function getDetailedKnowledgeStats( }, context: SessionContext, ): Promise { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return createEmptyKnowledgeStats(); + try { + const { sources, graph } = await loadSnapshot(context); + const entityTypes = new Map(); + for (const entity of graph.entities) { + for (const type of entity.types) { + entityTypes.set(type, (entityTypes.get(type) ?? 0) + 1); + } + } + const domainCounts = new Map(); + const activityCounts = new Map(); + const sourceKnowledge = sources.map((source) => { + const domain = sourceDomain(source); + domainCounts.set(domain, (domainCounts.get(domain) ?? 0) + 1); + const timestamp = sourceTimestamp(source); + if (timestamp !== undefined) { + const date = timestamp.slice(0, 10); + activityCounts.set(date, (activityCounts.get(date) ?? 0) + 1); + } + return sourceIdsFor(source.sourceId, graph); + }); + const pagesWithEntities = sourceKnowledge.filter( + (item) => item.entityCount > 0, + ).length; + const pagesWithTopics = sourceKnowledge.filter( + (item) => item.topicCount > 0, + ).length; + const pagesWithActions = sourceKnowledge.filter( + (item) => item.relationshipCount > 0, + ).length; + const percentage = (count: number) => + sources.length === 0 ? 0 : (count / sources.length) * 100; + const scores = sourceKnowledge.map(qualityScore); + return { + totalPages: sources.length, + totalEntities: graph.entities.length, + totalTopics: graph.topics.length, + totalRelationships: graph.relationships.length, + uniqueDomains: domainCounts.size, + topEntityTypes: [...entityTypes] + .sort((left, right) => right[1] - left[1]) + .slice(0, 10) + .map(([type, count]) => ({ type, count })), + topDomains: [...domainCounts] + .sort((left, right) => right[1] - left[1]) + .slice(0, 10) + .map(([domain, pageCount]) => ({ domain, pageCount })), + recentActivity: [...activityCounts] + .sort(([left], [right]) => right.localeCompare(left)) + .slice(0, parameters.timeRange ?? 30) + .map(([date, pagesIndexed]) => ({ date, pagesIndexed })), + storageSize: { + totalBytes: 0, + entitiesBytes: 0, + contentBytes: 0, + metadataBytes: 0, + }, + extractionProgress: { + entityProgress: percentage(pagesWithEntities), + topicProgress: percentage(pagesWithTopics), + actionProgress: percentage(pagesWithActions), + }, + qualityDistribution: { + highQuality: scores.filter((score) => score >= 0.8).length, + mediumQuality: scores.filter( + (score) => score >= 0.5 && score < 0.8, + ).length, + lowQuality: scores.filter((score) => score < 0.5).length, + }, + completionRates: { + pagesWithEntities, + pagesWithTopics, + pagesWithActions, + totalProcessedPages: sources.length, + }, + }; + } catch { + return { + totalPages: 0, + totalEntities: 0, + totalTopics: 0, + totalRelationships: 0, + uniqueDomains: 0, + topEntityTypes: [], + topDomains: [], + recentActivity: [], + storageSize: { + totalBytes: 0, + entitiesBytes: 0, + contentBytes: 0, + metadataBytes: 0, + }, + extractionProgress: { + entityProgress: 0, + topicProgress: 0, + actionProgress: 0, + }, + qualityDistribution: { + highQuality: 0, + mediumQuality: 0, + lowQuality: 0, + }, + completionRates: { + pagesWithEntities: 0, + pagesWithTopics: 0, + pagesWithActions: 0, + totalProcessedPages: 0, + }, + }; } - - const websites = websiteCollection.messages.getAll(); - - // Calculate base stats - const baseStats = await calculateBaseStats(websites); - - // Calculate extraction progress - const extractionProgress = calculateExtractionProgress(websites); - - // Calculate quality distribution - const qualityDistribution = - parameters.includeQuality !== false - ? calculateQualityDistribution(websites) - : { highQuality: 0, mediumQuality: 0, lowQuality: 0 }; - - // Calculate completion rates - const completionRates = calculateCompletionRates(websites); - - return { - ...baseStats, - extractionProgress, - qualityDistribution, - completionRates, - }; } -function createEmptyKnowledgeStats(): DetailedKnowledgeStats { +export async function getAnalyticsData( + parameters: { + timeRange?: string; + includeQuality?: boolean; + includeProgress?: boolean; + topDomainsLimit?: number; + activityGranularity?: "day" | "week" | "month"; + }, + context: SessionContext, +): Promise { + const [stats, domains, activity, extraction, recent, quality] = + await Promise.all([ + getDetailedKnowledgeStats( + { + ...(parameters.includeQuality === undefined + ? {} + : { includeQuality: parameters.includeQuality }), + ...(parameters.includeProgress === undefined + ? {} + : { includeProgress: parameters.includeProgress }), + timeRange: Number.parseInt( + parameters.timeRange ?? "30", + 10, + ), + }, + context, + ), + getTopDomains({ limit: parameters.topDomainsLimit ?? 10 }, context), + getActivityTrends( + { + timeRange: parameters.timeRange ?? "30d", + granularity: parameters.activityGranularity ?? "day", + }, + context, + ), + getExtractionAnalytics( + { timeRange: parameters.timeRange ?? "30d" }, + context, + ), + getRecentKnowledgeItems({ limit: 10, type: "all" }, context), + generateQualityReport({}, context), + ]); + const sources = await context.agentContext.browserMemoryService + ?.listSources() + .catch(() => []); + const totalBookmarks = + sources?.filter((source) => source.metadata?.source === "bookmark") + .length ?? 0; + const totalHistory = + sources?.filter((source) => source.metadata?.source === "history") + .length ?? 0; return { - totalPages: 0, - totalEntities: 0, - totalTopics: 0, - totalRelationships: 0, - uniqueDomains: 0, - topEntityTypes: [], - topDomains: [], - recentActivity: [], - storageSize: { - totalBytes: 0, - entitiesBytes: 0, - contentBytes: 0, - metadataBytes: 0, + overview: { + totalSites: stats.totalPages, + totalBookmarks, + totalHistory, + topDomains: domains.domains.length, + knowledgeExtracted: stats.completionRates.totalProcessedPages, }, - extractionProgress: { - entityProgress: 0, - topicProgress: 0, - actionProgress: 0, + knowledge: { + extractionProgress: stats.extractionProgress, + qualityDistribution: stats.qualityDistribution, + totalEntities: stats.totalEntities, + totalTopics: stats.totalTopics, + totalActions: stats.totalRelationships, + totalRelationships: stats.totalRelationships, + recentEntities: recent.entities, + recentTopics: recent.topics, + recentActions: recent.actions, + recentRelationships: recent.relationships, }, - qualityDistribution: { - highQuality: 0, - mediumQuality: 0, - lowQuality: 0, + domains: { + topDomains: domains.domains, + totalSites: domains.totalSites, }, - completionRates: { - pagesWithEntities: 0, - pagesWithTopics: 0, - pagesWithActions: 0, - totalProcessedPages: 0, + activity: { + trends: activity.trends, + summary: activity.summary, }, - }; -} - -async function calculateBaseStats(websites: any[]): Promise<{ - totalPages: number; - totalEntities: number; - totalTopics: number; - totalRelationships: number; - uniqueDomains: number; - topEntityTypes: Array<{ type: string; count: number }>; - topDomains: Array<{ domain: string; pageCount: number }>; - recentActivity: Array<{ date: string; pagesIndexed: number }>; - storageSize: { - totalBytes: number; - entitiesBytes: number; - contentBytes: number; - metadataBytes: number; - }; -}> { - let totalEntities = 0; - let totalTopics = 0; - let totalRelationships = 0; - const domains = new Set(); - const entityTypeCounts = new Map(); - const domainCounts = new Map(); - const uniqueTopicsSet = new Set(); - let totalContent = 0; - - for (const site of websites) { - try { - const knowledge = site.getKnowledge(); - const metadata = site.metadata as website.WebsiteDocPartMeta; - - // Extract domain from URL - if (metadata?.url) { - try { - const domain = new URL(metadata.url).hostname; - domains.add(domain); - domainCounts.set( - domain, - (domainCounts.get(domain) || 0) + 1, - ); - } catch (error) { - // Invalid URL, skip domain extraction - } - } - - if (knowledge) { - // Count entities and their types - if (knowledge.entities?.length > 0) { - totalEntities += knowledge.entities.length; - knowledge.entities.forEach((entity: any) => { - const type = entity.type || "Unknown"; - entityTypeCounts.set( - type, - (entityTypeCounts.get(type) || 0) + 1, - ); - }); - } - - // Count unique topics - if (knowledge.topics?.length > 0) { - knowledge.topics.forEach((topic: string) => { - uniqueTopicsSet.add(topic.toLowerCase().trim()); - }); - } - - // Count relationships/actions - if (knowledge.actions?.length > 0) { - totalRelationships += knowledge.actions.length; - } - } - - // Calculate content size - const textContent = site.textChunks?.join("") || ""; - totalContent += textContent.length; - } catch (error) { - console.warn("Error processing site for stats:", error); - } - } - - // Set totalTopics to the count of unique topics found - totalTopics = uniqueTopicsSet.size; - - // Convert entity types to sorted array - const topEntityTypes = Array.from(entityTypeCounts.entries()) - .sort(([, a], [, b]) => b - a) - .slice(0, 10) - .map(([type, count]) => ({ type, count })); - - // Convert domains to sorted array - const topDomains = Array.from(domainCounts.entries()) - .sort(([, a], [, b]) => b - a) - .slice(0, 10) - .map(([domain, pageCount]) => ({ domain, pageCount })); - - // Simple recent activity (last 7 days) - const recentActivity = generateRecentActivity(websites); - - return { - totalPages: websites.length, - totalEntities, - totalTopics, - totalRelationships, - uniqueDomains: domains.size, - topEntityTypes, - topDomains, - recentActivity, - storageSize: { - totalBytes: totalContent, - entitiesBytes: Math.round(totalContent * 0.3), // Estimate - contentBytes: Math.round(totalContent * 0.6), // Estimate - metadataBytes: Math.round(totalContent * 0.1), // Estimate + analytics: { + extractionMetrics: extraction.analytics, + qualityReport: quality.report, }, }; } - -function calculateExtractionProgress(websites: any[]): { - entityProgress: number; - topicProgress: number; - actionProgress: number; -} { - let pagesWithEntities = 0; - let pagesWithTopics = 0; - let pagesWithActions = 0; - - websites.forEach((site) => { - try { - const knowledge = site.getKnowledge(); - if (knowledge) { - if (knowledge.entities?.length > 0) pagesWithEntities++; - if (knowledge.topics?.length > 0) pagesWithTopics++; - if (knowledge.actions?.length > 0) pagesWithActions++; - } - } catch (error) { - // Skip sites with knowledge extraction errors - } - }); - - const total = websites.length || 1; // Prevent division by zero - - return { - entityProgress: Math.round((pagesWithEntities / total) * 100), - topicProgress: Math.round((pagesWithTopics / total) * 100), - actionProgress: Math.round((pagesWithActions / total) * 100), - }; -} - -function calculateQualityDistribution(websites: any[]): { - highQuality: number; - mediumQuality: number; - lowQuality: number; -} { - let high = 0, - medium = 0, - low = 0; - let totalPagesWithKnowledge = 0; - - websites.forEach((site) => { - try { - const knowledge = site.getKnowledge(); - if (knowledge && knowledge.entities?.length > 0) { - totalPagesWithKnowledge++; - - // Calculate average confidence across entities - const confidences = knowledge.entities - .map((e: any) => e.confidence || 0) - .filter((c: number) => c > 0); - - if (confidences.length > 0) { - const avgConfidence = - confidences.reduce((a: number, b: number) => a + b) / - confidences.length; - - if (avgConfidence >= 0.8) high++; - else if (avgConfidence >= 0.5) medium++; - else low++; - } else { - // No confidence scores, assume medium quality - medium++; - } - } - } catch (error) { - // Skip sites with knowledge extraction errors - } - }); - - const total = totalPagesWithKnowledge || 1; - - return { - highQuality: Math.round((high / total) * 100), - mediumQuality: Math.round((medium / total) * 100), - lowQuality: Math.round((low / total) * 100), - }; -} - -function calculateCompletionRates(websites: any[]): { - pagesWithEntities: number; - pagesWithTopics: number; - pagesWithActions: number; - totalProcessedPages: number; -} { - let pagesWithEntities = 0; - let pagesWithTopics = 0; - let pagesWithActions = 0; - - websites.forEach((site) => { - try { - const knowledge = site.getKnowledge(); - if (knowledge) { - if (knowledge.entities?.length > 0) pagesWithEntities++; - if (knowledge.topics?.length > 0) pagesWithTopics++; - if (knowledge.actions?.length > 0) pagesWithActions++; - } - } catch (error) { - // Skip sites with knowledge extraction errors - } - }); - - return { - pagesWithEntities, - pagesWithTopics, - pagesWithActions, - totalProcessedPages: websites.length, - }; -} - -function generateRecentActivity( - websites: any[], -): Array<{ date: string; pagesIndexed: number }> { - const activityMap = new Map(); - const now = new Date(); - - // Initialize last 7 days with 0 - for (let i = 6; i >= 0; i--) { - const date = new Date(now); - date.setDate(date.getDate() - i); - const dateStr = date.toISOString().split("T")[0]; - activityMap.set(dateStr, 0); - } - - // Count pages by date - websites.forEach((site) => { - try { - const metadata = site.metadata as website.WebsiteDocPartMeta; - const siteDate = metadata?.visitDate || metadata?.bookmarkDate; - - if (siteDate) { - const date = new Date(siteDate); - const dateStr = date.toISOString().split("T")[0]; - - if (activityMap.has(dateStr)) { - activityMap.set( - dateStr, - (activityMap.get(dateStr) || 0) + 1, - ); - } - } - } catch (error) { - // Skip sites with invalid dates - } - }); - - return Array.from(activityMap.entries()) - .map(([date, pagesIndexed]) => ({ date, pagesIndexed })) - .sort((a, b) => a.date.localeCompare(b.date)); -} diff --git a/ts/packages/agents/browser/src/agent/knowledge/actions/extractionActions.mts b/ts/packages/agents/browser/src/agent/knowledge/actions/extractionActions.mts index 81dddba365..0b491fbe51 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/actions/extractionActions.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/actions/extractionActions.mts @@ -26,7 +26,6 @@ import { ExtractionInput, EXTRACTION_MODE_CONFIGS, } from "@typeagent/website-memory"; -import * as website from "@typeagent/website-memory"; import { BrowserKnowledgeExtractor } from "../browserKnowledgeExtractor.mjs"; import { docPartsFromHtml } from "@typeagent/conversation-memory"; import { handleKnowledgeAction } from "./knowledgeActionRouter.mjs"; @@ -41,64 +40,6 @@ import { convert } from "html-to-text"; const debug = registerDebug("typeagent:browser:knowledge"); -// Helper function to get actions from aggregated results -function getActionsFromAggregatedResults(aggregatedResults: any): any[] { - // If we have contentActions, use them directly - if ( - aggregatedResults.contentActions && - Array.isArray(aggregatedResults.contentActions) && - aggregatedResults.contentActions.length > 0 - ) { - return aggregatedResults.contentActions; - } - - // If we have relationships but no contentActions, convert relationships to actions - if ( - aggregatedResults.relationships && - Array.isArray(aggregatedResults.relationships) && - aggregatedResults.relationships.length > 0 - ) { - return aggregatedResults.relationships.map((relationship: any) => ({ - verbs: relationship.relationship - ? relationship.relationship - .split(/[,\s]+/) - .filter((v: string) => v.trim().length > 0) - : ["related to"], - verbTense: "present" as "past" | "present" | "future", - subjectEntityName: relationship.from || "none", - objectEntityName: relationship.to || "none", - indirectObjectEntityName: "none", - params: [], - confidence: relationship.confidence || 0.8, - })); - } - - return []; -} - -// Helper function to check if a page exists in the index -function checkPageExistsInIndex( - url: string, - context: SessionContext, -): boolean { - try { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection) { - return false; - } - - const websites = websiteCollection.messages.getAll(); - return websites.some((site: any) => site.metadata.url === url); - } catch (error) { - console.error("Error checking page existence:", error); - return false; - } -} - -function hasIndexingErrors(result: any): boolean { - return result && result.errors && result.errors.length > 0; -} - // TODO: Move this to common and use the same schema in extension and agent interface KnowledgeExtractionProgress { extractionId: string; @@ -450,13 +391,13 @@ async function saveExtractedKnowledgeWithChunks( aggregatedResults: any, context: SessionContext, ): Promise { - if (!context.agentContext.websiteCollection) { - debug("No websiteCollection available, skipping save"); - return; + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { + throw new Error("Durable browser memory is not available"); } try { - debug(`Saving extracted knowledge to index for URL: ${url}`); + debug(`Saving extracted knowledge to durable memory for URL: ${url}`); // Extract text chunks from docParts (preserves chunking structure) const allTextChunks: string[] = []; @@ -482,116 +423,19 @@ async function saveExtractedKnowledgeWithChunks( `Extracted ${allTextChunks.length} text chunks from ${extractionInputs.length} extraction inputs with ${totalDocParts} docParts`, ); - // Create WebsiteMeta - const timestamp = new Date().toISOString(); - const meta = new website.WebsiteMeta({ - url, - title, - source: "history", - visitDate: timestamp, - }); - - // Create Website object directly with chunked text - const websiteObj = new website.Website( - meta, - allTextChunks, // Preserves chunking! - [], - aggregatedResults.entities && aggregatedResults.entities.length > 0 - ? { - entities: aggregatedResults.entities.map( - (entity: any) => ({ - ...entity, - type: Array.isArray(entity.type) - ? entity.type - : [entity.type], - }), - ), - topics: - aggregatedResults.keyTopics || - aggregatedResults.topics, - actions: - getActionsFromAggregatedResults(aggregatedResults), - inverseActions: [], - } - : undefined, - undefined, // topicHierarchy - will be built during indexing - undefined, // deletionInfo - true, // isNew + await memory.ingest( + { + url, + title, + markdown: allTextChunks.join("\n\n"), + source: "current-page", + capturedAt: new Date().toISOString(), + }, + "full", ); - // Add metadata - if ( - aggregatedResults.detectedActions || - aggregatedResults.actionSummary - ) { - websiteObj.metadata.detectedActions = - aggregatedResults.detectedActions; - websiteObj.metadata.actionSummary = aggregatedResults.actionSummary; - } - if (aggregatedResults.summary) { - websiteObj.metadata.contentSummary = aggregatedResults.summary; - } - - // Check if page already exists - const isNewPage = !checkPageExistsInIndex(url, context); - - // Save to index - if (isNewPage) { - const docPart = website.WebsiteDocPart.fromWebsite(websiteObj); - const result = - await context.agentContext.websiteCollection.addWebsiteToIndex( - docPart, - ); - if (hasIndexingErrors(result)) { - debug( - "Incremental indexing failed, falling back to full rebuild", - ); - context.agentContext.websiteCollection.addWebsites([ - websiteObj, - ]); - await context.agentContext.websiteCollection.buildIndex(); - } - debug(`Saved new page to index: ${url}`); - } else { - const docPart = website.WebsiteDocPart.fromWebsite(websiteObj); - - const result = - await context.agentContext.websiteCollection.updateWebsiteInIndex( - url, - docPart, - ); - if (hasIndexingErrors(result)) { - debug( - "Incremental update failed, falling back to full rebuild", - ); - context.agentContext.websiteCollection.addWebsites([ - websiteObj, - ]); - await context.agentContext.websiteCollection.buildIndex(); - } - debug(`Updated existing page in index: ${url}`); - } - - try { - if (context.agentContext.index?.path) { - await context.agentContext.websiteCollection.writeToFile( - context.agentContext.index.path, - "index", - ); - debug( - `Saved updated website collection to ${context.agentContext.index.path}`, - ); - } else { - console.warn( - "No index path available, indexed page data not persisted to disk", - ); - } - } catch (error) { - console.error("Error persisting website collection:", error); - } - debug( - `Knowledge saved successfully for ${url} with ${allTextChunks.length} text chunks`, + `Knowledge stored durably for ${url} with ${allTextChunks.length} text chunks and ${aggregatedResults.entities?.length ?? 0} extracted entities`, ); } catch (error) { console.error("Error saving knowledge to index:", error); @@ -1123,29 +967,6 @@ export async function extractKnowledgeFromPageStreaming( // Global tracking for active knowledge extractions const activeKnowledgeExtractions = new Map(); -// Convert stored knowledge format (with actions) back to display format (with relationships) -function convertStoredKnowledgeToDisplayFormat(storedKnowledge: any): any { - const displayKnowledge = { ...storedKnowledge }; - - // Convert actions array to relationships array - if (storedKnowledge.actions && Array.isArray(storedKnowledge.actions)) { - displayKnowledge.relationships = storedKnowledge.actions.map( - (action: any) => ({ - from: action.subjectEntityName || "unknown", - relationship: Array.isArray(action.verbs) - ? action.verbs.join(" ") - : action.verbs || "related to", - to: action.objectEntityName || "unknown", - confidence: action.confidence || 0.8, - }), - ); - } else { - displayKnowledge.relationships = []; - } - - return displayKnowledge; -} - // Helper functions for enhanced navigation with index integration async function checkKnowledgeInIndex( url: string, @@ -1157,26 +978,26 @@ async function checkKnowledgeInIndex( // Get the session context - either directly or from action context const sessionContext = "sessionContext" in context ? context.sessionContext : context; - const websiteCollection = sessionContext.agentContext.websiteCollection; - - if (!websiteCollection) { + const memory = sessionContext.agentContext.browserMemoryService; + if (memory === undefined) { return null; } - - const websites = websiteCollection.messages.getAll(); - const foundWebsite = websites.find( - (site: any) => site.metadata.url === url, - ); - - if (foundWebsite) { - const knowledge = foundWebsite.getKnowledge(); - if (knowledge) { - return convertStoredKnowledgeToDisplayFormat(knowledge); - } + const source = await memory.getSource(url); + if (source === undefined) { return null; } - - return null; + const graph = await memory.getKnowledgeGraph(); + return { + entities: graph.entities.filter((entity) => + entity.sourceIds.includes(source.sourceId), + ), + topics: graph.topics + .filter((topic) => topic.sourceIds.includes(source.sourceId)) + .map((topic) => topic.name), + relationships: graph.relationships.filter((relationship) => + relationship.sourceIds.includes(source.sourceId), + ), + }; } catch (error) { debug("No existing knowledge found in index for:", url); return null; diff --git a/ts/packages/agents/browser/src/agent/knowledge/actions/graphActions.mts b/ts/packages/agents/browser/src/agent/knowledge/actions/graphActions.mts index f87c29b32a..6dd3903cf9 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/actions/graphActions.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/actions/graphActions.mts @@ -3,7 +3,12 @@ import { SessionContext } from "@typeagent/agent-sdk"; import { BrowserActionContext } from "../../browserActions.mjs"; -import { GraphCache, TopicGraphCache } from "../types/knowledgeTypes.mjs"; +import { GraphCache } from "../types/knowledgeTypes.mjs"; +import type { + MemoryKnowledgeGraph, + MemorySource, +} from "@typeagent/memory-service"; +import type { BrowserMemoryService } from "../../browserMemoryService.mjs"; import { getPerformanceTracker } from "../utils/performanceInstrumentation.mjs"; import { buildGraphologyGraph, @@ -19,29 +24,6 @@ import { invalidateAllGraphologyCaches, } from "../utils/graphologyCache.mjs"; import registerDebug from "debug"; -import { openai as ai } from "@typeagent/aiclient"; -import { createJsonTranslator } from "typechat"; -import { createTypeScriptJsonValidator } from "typechat/ts"; -import { TopicRelationshipAnalysis } from "./schema/topicRelationship.mjs"; -import fs from "fs"; -import path from "path"; -import { getBrowserPackageFilePath } from "../../utils/packageFilePath.mjs"; - -function getSchemaFileContents(fileName: string): string { - return fs.readFileSync( - getBrowserPackageFilePath( - path.join( - "src", - "agent", - "knowledge", - "actions", - "schema", - fileName, - ), - ), - "utf8", - ); -} // ============================================================================ // Topic Timeline Types @@ -95,7 +77,6 @@ const debug = registerDebug("typeagent:browser:knowledge:graph"); // Graphology Integration Helper Functions async function cacheGraphologyGraphs( - websiteCollection: any, entityGraph: any, topicGraph: any, metadata: any, @@ -138,34 +119,15 @@ async function cacheGraphologyGraphs( ); } -// Entity graph cache storage attached to websiteCollection -function getGraphCache(websiteCollection: any): GraphCache | null { - return (websiteCollection as any).__graphCache || null; +function getGraphCache(agentContext: BrowserActionContext): GraphCache | null { + return agentContext.graphCache ?? null; } -function setGraphCache(websiteCollection: any, cache: GraphCache): void { - (websiteCollection as any).__graphCache = cache; -} - -// Topic graph cache storage attached to websiteCollection -function setTopicGraphCache( - websiteCollection: any, - cache: TopicGraphCache, +function setGraphCache( + agentContext: BrowserActionContext, + cache: GraphCache, ): void { - (websiteCollection as any).__topicGraphCache = cache; -} - -// Invalidate topic cache (called on graph rebuild or knowledge import) -function invalidateTopicCache(websiteCollection: any): void { - setTopicGraphCache(websiteCollection, { - topics: [], - relationships: [], - topicMetrics: [], - lastUpdated: 0, - isValid: false, - }); - // Also clear the graphology layout cache - invalidateAllGraphologyCaches(); + agentContext.graphCache = cache; } function calculateEntityMetrics( @@ -298,16 +260,12 @@ function calculateEntityMetrics( async function ensureGraphCache( context: SessionContext, ): Promise { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection) { - throw new Error("Website collection not available"); - } const memoryService = context.agentContext.browserMemoryService; if (memoryService === undefined) { throw new Error("Durable browser memory is not available"); } - const cache = getGraphCache(websiteCollection); + const cache = getGraphCache(context.agentContext); const sourceVersion = memoryService.getGraphVersion(); if (cache?.isValid && cache.sourceVersion === sourceVersion) { @@ -462,7 +420,7 @@ async function ensureGraphCache( sourceVersion, }; - setGraphCache(websiteCollection, newCache); + setGraphCache(context.agentContext, newCache); debug( `[Knowledge Graph] Cached ${rawEntities.length} entities, ${relationships.length} relationships, ${communities.length} communities`, @@ -479,7 +437,7 @@ async function ensureGraphCache( tracker.endOperation("ensureGraphCache", 0, 0); // Mark cache as invalid but keep existing data if available - const existingCache = getGraphCache(websiteCollection); + const existingCache = getGraphCache(context.agentContext); if (existingCache) { existingCache.isValid = false; } @@ -498,10 +456,6 @@ async function getGraphologyGraphs( topicGraph?: any; useGraphology: boolean; }> { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection) { - throw new Error("Website collection not available"); - } const memoryService = context.agentContext.browserMemoryService; if (memoryService === undefined) { throw new Error("Durable browser memory is not available"); @@ -536,12 +490,10 @@ async function getGraphologyGraphs( })), [], ); - await cacheGraphologyGraphs( - websiteCollection, - entityGraph, - topicGraph, - { buildTime: Date.now() - startedAt, source: "durable-memory" }, - ); + await cacheGraphologyGraphs(entityGraph, topicGraph, { + buildTime: Date.now() - startedAt, + source: "durable-memory", + }); return { entityGraph, topicGraph, useGraphology: true }; } catch (error) { debug(`Error getting Graphology graphs: ${error}`); @@ -562,14 +514,8 @@ async function getEntityStatistics( communityCount: number; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection) { - console.log("[getEntityStatistics] No websiteCollection available"); - return { entityCount: 0, relationshipCount: 0, communityCount: 0 }; - } - await ensureGraphCache(context); - const cache = getGraphCache(websiteCollection); + const cache = getGraphCache(context.agentContext); console.log("[getEntityStatistics] Cache state:", { cacheExists: !!cache, @@ -744,16 +690,8 @@ export async function rebuildKnowledgeGraph( "[Knowledge Graph] Starting Graphology-only knowledge graph rebuild", ); - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection) { - return { - success: false, - error: "Website collection not available", - }; - } - invalidateAllGraphologyCaches(); - const cache = getGraphCache(websiteCollection); + const cache = getGraphCache(context.agentContext); if (cache) { cache.isValid = false; } @@ -780,183 +718,6 @@ export async function rebuildKnowledgeGraph( } } -async function analyzeTopicRelationshipsWithLLM(topicNames: string[]): Promise< - Map< - string, - { - action: "keep_root" | "make_child" | "merge"; - targetTopic?: string; - confidence: number; - reasoning: string; - } - > -> { - const relationshipMap = new Map(); - - if (topicNames.length === 0) { - return relationshipMap; - } - - const BATCH_SIZE = 50; - const totalTopics = topicNames.length; - const needsBatching = totalTopics > BATCH_SIZE; - - console.log(`[LLM Topic Analysis] Analyzing ${totalTopics} topics...`); - console.log(`[LLM Topic Analysis] Sample topics:`, topicNames.slice(0, 10)); - - if (needsBatching) { - const numBatches = Math.ceil(totalTopics / BATCH_SIZE); - console.log( - `[LLM Topic Analysis] Processing in ${numBatches} batches of up to ${BATCH_SIZE} topics each`, - ); - - for (let i = 0; i < numBatches; i++) { - const start = i * BATCH_SIZE; - const end = Math.min(start + BATCH_SIZE, totalTopics); - const batch = topicNames.slice(start, end); - - console.log( - `[LLM Topic Analysis] Processing batch ${i + 1}/${numBatches} (topics ${start + 1}-${end})...`, - ); - - const batchResults = await analyzeBatchOfTopics(batch, topicNames); - - for (const [topic, relationship] of batchResults) { - relationshipMap.set(topic, relationship); - } - } - - let makeChildCount = 0; - let mergeCount = 0; - let keepRootCount = 0; - const sampleRelationships: string[] = []; - - for (const [topic, relationship] of relationshipMap) { - if (relationship.action === "make_child") { - makeChildCount++; - if (sampleRelationships.length < 5) { - sampleRelationships.push( - ` "${topic}" → child of "${relationship.targetTopic}" (${relationship.confidence.toFixed(2)})`, - ); - } - } else if (relationship.action === "merge") { - mergeCount++; - if (sampleRelationships.length < 5) { - sampleRelationships.push( - ` "${topic}" → merge into "${relationship.targetTopic}" (${relationship.confidence.toFixed(2)})`, - ); - } - } else { - keepRootCount++; - } - } - - console.log(`[LLM Topic Analysis] Final Summary:`); - console.log(` - Keep as root: ${keepRootCount}`); - console.log(` - Make child: ${makeChildCount}`); - console.log(` - Merge: ${mergeCount}`); - - if (sampleRelationships.length > 0) { - console.log(`[LLM Topic Analysis] Sample relationships:`); - sampleRelationships.forEach((rel) => console.log(rel)); - } - - return relationshipMap; - } else { - return await analyzeBatchOfTopics(topicNames, topicNames); - } -} - -async function analyzeBatchOfTopics( - batchTopics: string[], - allTopics: string[], -): Promise< - Map< - string, - { - action: "keep_root" | "make_child" | "merge"; - targetTopic?: string; - confidence: number; - reasoning: string; - } - > -> { - const relationshipMap = new Map(); - - try { - const schemaText = getSchemaFileContents("topicRelationship.mts"); - - const apiSettings = ai.azureApiSettingsFromEnv( - ai.ModelType.Chat, - undefined, - "GPT_4_O", - ); - const model = ai.createChatModel(apiSettings); - - const validator = - createTypeScriptJsonValidator( - schemaText, - "TopicRelationshipAnalysis", - ); - const translator = createJsonTranslator(model, validator); - - const topicList = batchTopics - .map((t, i) => `${i + 1}. ${t}`) - .join("\n"); - - const allTopicsList = - batchTopics.length < allTopics.length - ? `\n\nFor context, here are all topics in the system (consider these as potential parent topics):\n${allTopics.join(", ")}` - : ""; - // all-topics list is getting truncated - not useful! - const prompt = `Analyze these topic names and identify semantic relationships between them. - -Topics to analyze: -${topicList}${allTopicsList} - -For each topic, determine the appropriate action based on the TopicRelationshipAnalysis schema.`; - - const estimatedPromptSize = prompt.length + schemaText.length; - const estimatedTokens = Math.ceil(estimatedPromptSize / 4); - - console.log(`[LLM Topic Analysis] Batch request details:`); - console.log(` - Batch size: ${batchTopics.length} topics`); - console.log(` - Prompt size: ${prompt.length} chars`); - console.log(` - Schema size: ${schemaText.length} chars`); - console.log( - ` - Estimated total: ${estimatedPromptSize} chars (~${estimatedTokens} tokens)`, - ); - - const response = await translator.translate(prompt); - - if (!response.success) { - console.warn("LLM batch analysis failed:", response.message); - return relationshipMap; - } - - const analysisResult = response.data; - - console.log( - `[LLM Topic Analysis] Batch received ${analysisResult.relationships.length} relationship recommendations`, - ); - - for (const relationship of analysisResult.relationships) { - if (relationship.topic && relationship.action) { - relationshipMap.set(relationship.topic, { - action: relationship.action, - targetTopic: relationship.targetTopic, - confidence: relationship.confidence || 0.5, - reasoning: relationship.reasoning || "LLM analysis", - }); - } - } - - return relationshipMap; - } catch (error) { - console.error("[LLM Topic Analysis] Batch error:", error); - return relationshipMap; - } -} export async function mergeTopicHierarchies( parameters: {}, context: SessionContext, @@ -966,45 +727,13 @@ export async function mergeTopicHierarchies( message?: string; error?: string; }> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - success: false, - mergeCount: 0, - error: "Website collection not available", - }; - } - - console.log( - "[Merge Action] Starting topic hierarchy merge with LLM analysis...", - ); - - const result = await websiteCollection.mergeTopicHierarchiesWithLLM( - analyzeTopicRelationshipsWithLLM, - ); - - invalidateTopicCache(websiteCollection); - - const message = `✓ Topic merge completed! ${result.mergeCount} topics reorganized. Reload the page to see updated hierarchy.`; - console.log(`[Merge Action] ${message}`); - - return { - success: true, - mergeCount: result.mergeCount, - message, - }; - } catch (error) { - console.error("Error merging topic hierarchies:", error); - const errorMsg = - error instanceof Error ? error.message : "Unknown error"; - return { - success: false, - mergeCount: 0, - error: `Failed to merge topics: ${errorMsg}`, - }; - } + void parameters; + void context; + return { + success: false, + mergeCount: 0, + error: "Topic hierarchy merging is unsupported for durable browser memory because MemoryService does not provide a hierarchy mutation API.", + }; } // ============================================================================ @@ -1425,6 +1154,114 @@ export async function getEntityNeighborhoodLayoutData( * Discover related entities and topics from the knowledge graph * Performs multi-hop graph traversal to find connected knowledge */ +async function loadDurableGraphSnapshot(memory: BrowserMemoryService): Promise<{ + graph: MemoryKnowledgeGraph; + sources: MemorySource[]; + sourcesById: Map; +}> { + const [graph, sources] = await Promise.all([ + memory.getKnowledgeGraph(), + memory.listSources(), + ]); + return { + graph, + sources, + sourcesById: new Map( + sources.map((source) => [source.sourceId, source]), + ), + }; +} + +function countSourceOverlap(left: string[], right: string[]): number { + const rightIds = new Set(right); + return left.reduce( + (count, sourceId) => count + (rightIds.has(sourceId) ? 1 : 0), + 0, + ); +} + +function getActiveRevisionTimestamp(source: MemorySource): string | undefined { + const revision = source.revisions.find( + (candidate) => candidate.revisionId === source.activeRevisionId, + ); + return revision?.capturedAt ?? revision?.indexedAt; +} + +async function getSourcesById( + memory: BrowserMemoryService, + sourceIds: string[], +): Promise { + const sources = await Promise.all( + [...new Set(sourceIds)].map((sourceId) => + memory.getSourceById(sourceId), + ), + ); + return sources.filter( + (source): source is MemorySource => source !== undefined, + ); +} + +function getRelatedTopicsBySourceOverlap( + seedTopics: string[], + depth: number, + graph: MemoryKnowledgeGraph, +): Map { + const topicsByName = new Map( + graph.topics.map((topic) => [topic.name.toLowerCase(), topic]), + ); + const seedNames = new Set(seedTopics.map((topic) => topic.toLowerCase())); + const related = new Map< + string, + { name: string; cooccurrenceCount: number; distance: number } + >(); + let frontier = [...seedNames]; + + for (let distance = 1; distance <= Math.max(1, depth); distance++) { + const nextFrontier = new Set(); + for (const currentName of frontier) { + const current = topicsByName.get(currentName); + if (current === undefined) { + continue; + } + for (const candidate of graph.topics) { + const candidateName = candidate.name.toLowerCase(); + if ( + candidateName === currentName || + seedNames.has(candidateName) + ) { + continue; + } + const overlap = countSourceOverlap( + current.sourceIds, + candidate.sourceIds, + ); + if (overlap === 0) { + continue; + } + const existing = related.get(candidateName); + if ( + existing === undefined || + distance < existing.distance || + (distance === existing.distance && + overlap > existing.cooccurrenceCount) + ) { + related.set(candidateName, { + name: candidate.name, + cooccurrenceCount: overlap, + distance, + }); + } + nextFrontier.add(candidateName); + } + } + frontier = [...nextFrontier]; + if (frontier.length === 0) { + break; + } + } + return related; +} + export async function discoverRelatedKnowledge( parameters: { entities: Array<{ name: string; type: string }>; @@ -1451,9 +1288,8 @@ export async function discoverRelatedKnowledge( success: boolean; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection) { - debug("[discoverRelatedKnowledge] No website collection available"); + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { relatedEntities: [], relatedTopics: [], @@ -1464,12 +1300,39 @@ export async function discoverRelatedKnowledge( const depth = parameters.depth || 2; const maxEntities = parameters.maxEntities || 10; const maxTopics = parameters.maxTopics || 10; + const { graph } = await loadDurableGraphSnapshot(memory); debug( `[discoverRelatedKnowledge] Starting discovery with ${parameters.entities.length} entities, ${parameters.topics.length} topics, depth=${depth}`, ); - // Discover related entities via graph traversal + const entitiesByName = new Map( + graph.entities.map((entity) => [entity.name.toLowerCase(), entity]), + ); + const seedEntityNames = new Set( + parameters.entities.map((entity) => entity.name.toLowerCase()), + ); + const adjacency = new Map< + string, + Array<{ name: string; relationshipType: string }> + >(); + for (const relationship of graph.relationships) { + const from = relationship.fromEntity.toLowerCase(); + const to = relationship.toEntity.toLowerCase(); + const fromEdges = adjacency.get(from) ?? []; + fromEdges.push({ + name: relationship.toEntity, + relationshipType: relationship.relationshipType, + }); + adjacency.set(from, fromEdges); + const toEdges = adjacency.get(to) ?? []; + toEdges.push({ + name: relationship.fromEntity, + relationshipType: relationship.relationshipType, + }); + adjacency.set(to, toEdges); + } + const relatedEntitiesMap = new Map< string, { @@ -1481,158 +1344,63 @@ export async function discoverRelatedKnowledge( cooccurrenceCount: number; } >(); - - // Traverse from each seed entity for (const seedEntity of parameters.entities) { - try { - const neighborhoodResult = await getEntityNeighborhood( - { entityId: seedEntity.name, depth, maxNodes: 50 }, - context, - ); - - if (neighborhoodResult.neighbors) { - for (const neighbor of neighborhoodResult.neighbors) { - // Skip if this is one of the seed entities - if ( - parameters.entities.some( - (e) => - e.name.toLowerCase() === - neighbor.name.toLowerCase(), - ) - ) { + let frontier = [ + { + name: seedEntity.name, + relationshipPath: [] as string[], + }, + ]; + const visited = new Set([seedEntity.name.toLowerCase()]); + for (let distance = 1; distance <= depth; distance++) { + const nextFrontier: typeof frontier = []; + for (const current of frontier) { + for (const edge of adjacency.get( + current.name.toLowerCase(), + ) ?? []) { + const normalizedName = edge.name.toLowerCase(); + if (visited.has(normalizedName)) { continue; } - - const existingEntry = relatedEntitiesMap.get( - neighbor.name.toLowerCase(), - ); - - // Calculate distance from relationships - const relationships = - neighborhoodResult.relationships?.filter( - (r: any) => - r.toEntity === neighbor.name || - r.fromEntity === neighbor.name, - ) || []; - - const distance = relationships.length > 0 ? 1 : depth; - - // Calculate co-occurrence count (how many pages this entity appears on) - const cooccurrenceCount = - neighbor.occurrences?.length || 1; - - if ( - !existingEntry || - distance < existingEntry.distance - ) { - // Get relationship path - const relationshipPath: string[] = []; - if (relationships.length > 0) { - relationshipPath.push( - relationships[0].relationshipType || - "related_to", - ); - } - - relatedEntitiesMap.set( - neighbor.name.toLowerCase(), - { - name: neighbor.name, - type: neighbor.type || "unknown", - relationshipPath, - distance, - confidence: neighbor.confidence || 0.5, - cooccurrenceCount, - }, - ); + visited.add(normalizedName); + const relationshipPath = [ + ...current.relationshipPath, + edge.relationshipType, + ]; + nextFrontier.push({ + name: edge.name, + relationshipPath, + }); + if (seedEntityNames.has(normalizedName)) { + continue; + } + const entity = entitiesByName.get(normalizedName); + const existing = relatedEntitiesMap.get(normalizedName); + if (entity !== undefined && existing === undefined) { + relatedEntitiesMap.set(normalizedName, { + name: entity.name, + type: entity.types[0] ?? "unknown", + relationshipPath, + distance, + confidence: 1, + cooccurrenceCount: entity.sourceIds.length, + }); } } } - } catch (error) { - debug( - `[discoverRelatedKnowledge] Error processing entity ${seedEntity.name}: ${error}`, - ); - } - } - - // Discover related topics via co-occurrence - const relatedTopicsMap = new Map< - string, - { - name: string; - cooccurrenceCount: number; - distance: number; - } - >(); - - if (parameters.topics.length > 0) { - try { - const expandedTopics = await expandTopicNeighborhood( - parameters.topics, - depth, - websiteCollection, - ); - - for (const topic of expandedTopics) { - // Skip if this is one of the seed topics - if ( - parameters.topics.some( - (t) => t.toLowerCase() === topic.toLowerCase(), - ) - ) { - continue; - } - - // Get co-occurrence count - let cooccurrenceCount = 0; - if ( - websiteCollection.knowledgeTopics && - (websiteCollection.knowledgeTopics as any) - .getRelatedTopics - ) { - const relatedEntries = ( - websiteCollection.knowledgeTopics as any - ).getRelatedTopics(topic, 100); - cooccurrenceCount = relatedEntries?.length || 1; - } - - // Calculate distance (1 for direct co-occurrence, 2+ for multi-hop) - const isDirectlyRelated = parameters.topics.some( - (seedTopic) => { - if ( - websiteCollection.knowledgeTopics && - (websiteCollection.knowledgeTopics as any) - .getRelatedTopics - ) { - const related = - ( - websiteCollection.knowledgeTopics as any - ).getRelatedTopics(seedTopic, 50) || []; - return related.some( - (r: any) => - r.topic?.toLowerCase() === - topic.toLowerCase(), - ); - } - return false; - }, - ); - - const distance = isDirectlyRelated ? 1 : 2; - - relatedTopicsMap.set(topic.toLowerCase(), { - name: topic, - cooccurrenceCount, - distance, - }); + frontier = nextFrontier; + if (frontier.length === 0) { + break; } - } catch (error) { - debug( - `[discoverRelatedKnowledge] Error expanding topics: ${error}`, - ); } } + const relatedTopicsMap = getRelatedTopicsBySourceOverlap( + parameters.topics, + depth, + graph, + ); + // Rank and filter entities const rankedEntities = Array.from(relatedEntitiesMap.values()) .map((entity) => ({ @@ -1699,30 +1467,9 @@ export async function getGlobalImportanceLayer( }; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - console.log(`[ServerPerf] No website collection available`); - return { - graphologyLayout: { - elements: [], - layoutDuration: 0, - avgSpacing: 0, - communityCount: 0, - }, - metadata: { - totalEntitiesInSystem: 0, - selectedEntityCount: 0, - coveragePercentage: 0, - importanceThreshold: 0, - layer: "global_importance", - }, - }; - } - // Ensure cache is populated (this loads from Graphology and creates the cache) await ensureGraphCache(context); - const cache = getGraphCache(websiteCollection); + const cache = getGraphCache(context.agentContext); if (!cache || !cache.isValid) { console.log( @@ -2059,28 +1806,8 @@ export async function getGlobalGraphLayoutData( }; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - graphologyLayout: { - elements: [], - layoutDuration: 0, - avgSpacing: 0, - communityCount: 0, - }, - metadata: { - totalEntitiesInSystem: 0, - selectedEntityCount: 0, - coveragePercentage: 0, - importanceThreshold: 0, - layer: "global_graph_layout", - }, - }; - } - await ensureGraphCache(context); - const cache = getGraphCache(websiteCollection); + const cache = getGraphCache(context.agentContext); if (!cache || !cache.isValid) { return { @@ -2468,17 +2195,11 @@ export async function getImportanceStatistics( levelPreview: Array<{ level: number; nodeCount: number; coverage: number }>; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { distribution: [], recommendedLevel: 1, levelPreview: [] }; - } - // Ensure cache is populated await ensureGraphCache(context); // Get cached data - const cache = getGraphCache(websiteCollection); + const cache = getGraphCache(context.agentContext); if (!cache || !cache.isValid) { return { distribution: [], recommendedLevel: 1, levelPreview: [] }; } @@ -2767,129 +2488,47 @@ export async function getTopicDetails( error?: string; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { success: false, - error: "Website collection not available", + error: "Durable browser memory is not available", }; } - - const allTopics = websiteCollection.getTopicHierarchy() || []; - - if (allTopics.length === 0) { - return { - success: false, - error: "Hierarchical topics not available", - }; - } - - const topic = allTopics.find( - (t: any) => t.topicId === parameters.topicId, + const graph = await memory.getKnowledgeGraph(); + const topic = graph.topics.find( + (candidate) => + candidate.name.toLowerCase() === + parameters.topicId.toLowerCase(), ); - - if (!topic) { + if (topic === undefined) { return { success: false, error: "Topic not found", }; } - - const topicData: any = topic; - - const entityReferences: Set = new Set(); - const keywords: Set = new Set(); - let firstSeen: string | undefined; - let lastSeen: string | undefined; - - const sourceRefOrdinals: Set = new Set(); - - if ( - topicData.sourceRefOrdinals && - Array.isArray(topicData.sourceRefOrdinals) - ) { - topicData.sourceRefOrdinals.forEach((ordinal: number) => - sourceRefOrdinals.add(ordinal), - ); - } - - if (topicData.childIds && Array.isArray(topicData.childIds)) { - topicData.childIds.forEach((childId: string) => { - const childTopic: any = allTopics.find( - (t: any) => t.topicId === childId, - ); - if ( - childTopic && - childTopic.sourceRefOrdinals && - Array.isArray(childTopic.sourceRefOrdinals) - ) { - childTopic.sourceRefOrdinals.forEach((ordinal: number) => - sourceRefOrdinals.add(ordinal), - ); - } - }); - } - - const timestamps: string[] = []; - const processedMessages = new Set(); - - if (websiteCollection.semanticRefs && sourceRefOrdinals.size > 0) { - for (const ordinal of sourceRefOrdinals) { - const semanticRef = websiteCollection.semanticRefs.get(ordinal); - if (semanticRef) { - const messageOrdinal = - semanticRef.range.start.messageOrdinal; - - if (!processedMessages.has(messageOrdinal)) { - processedMessages.add(messageOrdinal); - - const message = - websiteCollection.messages.get(messageOrdinal); - if (message) { - if (message.timestamp) { - timestamps.push(message.timestamp); - } - - const knowledge = message.knowledge; - if (knowledge) { - if ( - knowledge.entities && - Array.isArray(knowledge.entities) - ) { - knowledge.entities.forEach( - (entity: any) => { - if (entity.name) { - entityReferences.add( - entity.name, - ); - } - }, - ); - } - - if ( - knowledge.topics && - Array.isArray(knowledge.topics) - ) { - knowledge.topics.forEach((topic: any) => { - if (typeof topic === "string") { - keywords.add(topic); - } - }); - } - } - } - } - } - } - } - - if (timestamps.length > 0) { - timestamps.sort(); - firstSeen = timestamps[0]; - lastSeen = timestamps[timestamps.length - 1]; - } + const topicSourceIds = new Set(topic.sourceIds); + const entityReferences = graph.entities + .filter((entity) => + entity.sourceIds.some((sourceId) => + topicSourceIds.has(sourceId), + ), + ) + .map((entity) => entity.name); + const keywords = graph.topics + .filter( + (candidate) => + candidate.name !== topic.name && + candidate.sourceIds.some((sourceId) => + topicSourceIds.has(sourceId), + ), + ) + .map((candidate) => candidate.name); + const sources = await getSourcesById(memory, topic.sourceIds); + const timestamps = sources + .map(getActiveRevisionTimestamp) + .filter((timestamp): timestamp is string => timestamp !== undefined) + .sort(); const details: { topicId: string; @@ -2903,19 +2542,18 @@ export async function getTopicDetails( parentTopicId?: string; childCount?: number; } = { - topicId: topic.topicId, - topicName: topic.topicName, - level: topic.level || 0, - confidence: topic.confidence || 0, - entityReferences: Array.from(entityReferences), - keywords: Array.from(keywords), + topicId: topic.name, + topicName: topic.name, + level: 0, + confidence: 1, + entityReferences, + keywords, + childCount: 0, }; - - if (firstSeen) details.firstSeen = firstSeen; - if (lastSeen) details.lastSeen = lastSeen; - if (topic.parentTopicId) details.parentTopicId = topic.parentTopicId; - if (topicData.childCount !== undefined) - details.childCount = topicData.childCount as number; + if (timestamps.length > 0) { + details.firstSeen = timestamps[0]; + details.lastSeen = timestamps[timestamps.length - 1]; + } return { success: true, @@ -2958,165 +2596,85 @@ export async function getEntityDetails( error?: string; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - success: false, - error: "Website collection not available", - }; - } - - // Use cache for performance - loads from JSON storage if needed - await ensureGraphCache(context); - const cache = getGraphCache(websiteCollection); - - if (!cache || !cache.isValid || !cache.entityMetrics) { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { success: false, - error: "Entity cache not available", + error: "Durable browser memory is not available", }; } - - const entity = cache.entityMetrics.find( - (e: any) => e.name === parameters.entityName, + const graph = await memory.getKnowledgeGraph(); + const entity = graph.entities.find( + (candidate) => + candidate.name.toLowerCase() === + parameters.entityName.toLowerCase(), ); - - if (!entity) { + if (entity === undefined) { return { success: false, error: "Entity not found", }; } - - const entityReferences: Set = new Set(); - const topics: Set = new Set(); - const websites: Set = new Set(); - const timestamps: string[] = []; - const processedMessages = new Set(); - - const kp = await import("@typeagent/knowpro"); - const searchTermGroup = kp.createEntitySearchTermGroup( - parameters.entityName, - undefined, - undefined, - undefined, - false, - ); - - const whenFilter = { knowledgeType: "entity" as const }; - const searchResult = await kp.searchConversationKnowledge( - websiteCollection, - searchTermGroup, - whenFilter, - { maxKnowledgeMatches: 100 }, - ); - - if (searchResult) { - for (const [, result] of searchResult) { - if (result.semanticRefMatches) { - for (const scoredRef of result.semanticRefMatches) { - const semanticRef = websiteCollection.semanticRefs.get( - scoredRef.semanticRefOrdinal, - ); - if (semanticRef) { - const messageOrdinal = - semanticRef.range.start.messageOrdinal; - - if (!processedMessages.has(messageOrdinal)) { - processedMessages.add(messageOrdinal); - - const message = - websiteCollection.messages.get( - messageOrdinal, - ); - if (message) { - if (message.timestamp) { - timestamps.push(message.timestamp); - } - - if ((message as any).url) { - websites.add((message as any).url); - } - - const knowledge = message.knowledge; - if (knowledge) { - if ( - knowledge.entities && - Array.isArray(knowledge.entities) - ) { - knowledge.entities.forEach( - (e: any) => { - if ( - e.name && - e.name !== - parameters.entityName - ) { - entityReferences.add( - e.name, - ); - } - }, - ); - } - - if ( - knowledge.topics && - Array.isArray(knowledge.topics) - ) { - knowledge.topics.forEach( - (topic: any) => { - if ( - typeof topic === - "string" - ) { - topics.add(topic); - } - }, - ); - } - } - } - } - } - } - } + const entitySourceIds = new Set(entity.sourceIds); + const relatedEntities = new Set(); + let degree = 0; + for (const relationship of graph.relationships) { + if (relationship.fromEntity === entity.name) { + relatedEntities.add(relationship.toEntity); + degree++; + } else if (relationship.toEntity === entity.name) { + relatedEntities.add(relationship.fromEntity); + degree++; } } + const topics = graph.topics + .filter((topic) => + topic.sourceIds.some((sourceId) => + entitySourceIds.has(sourceId), + ), + ) + .map((topic) => topic.name); + const sources = await getSourcesById(memory, entity.sourceIds); + const websites = sources.flatMap((source) => + source.canonicalUri === undefined ? [] : [source.canonicalUri], + ); + const timestamps = sources + .map(getActiveRevisionTimestamp) + .filter((timestamp): timestamp is string => timestamp !== undefined) + .sort(); - let firstSeen: string | undefined; - let lastSeen: string | undefined; - if (timestamps.length > 0) { - timestamps.sort(); - firstSeen = timestamps[0]; - lastSeen = timestamps[timestamps.length - 1]; - } - - const details: any = { + const details: { + name: string; + type: string; + confidence: number; + count: number; + degree?: number; + importance?: number; + topicAffinity?: string[]; + relatedEntities?: string[]; + websites?: string[]; + firstSeen?: string; + lastSeen?: string; + } = { name: entity.name, - type: entity.type || "entity", - confidence: entity.confidence || 0.5, - count: entity.count || 1, + type: entity.types[0] ?? "entity", + confidence: 1, + count: entity.mentionCount, + degree, }; - - if (entity.degree !== undefined) details.degree = entity.degree; - if (entity.importance !== undefined) - details.importance = entity.importance; - - if (topics.size > 0) { - details.topicAffinity = Array.from(topics).slice(0, 15); + if (topics.length > 0) { + details.topicAffinity = topics.slice(0, 15); } - - if (entityReferences.size > 0) { - details.relatedEntities = Array.from(entityReferences).slice(0, 15); + if (relatedEntities.size > 0) { + details.relatedEntities = Array.from(relatedEntities).slice(0, 15); } - - if (websites.size > 0) { - details.websites = Array.from(websites).slice(0, 15); + if (websites.length > 0) { + details.websites = websites.slice(0, 15); + } + if (timestamps.length > 0) { + details.firstSeen = timestamps[0]; + details.lastSeen = timestamps[timestamps.length - 1]; } - - if (firstSeen) details.firstSeen = firstSeen; - if (lastSeen) details.lastSeen = lastSeen; return { success: true, @@ -3162,17 +2720,18 @@ export async function getUrlContentBreakdown( error?: string; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { success: false, - error: "Website collection not available", + error: "Durable browser memory is not available", }; } const tracker = getPerformanceTracker(); tracker.startOperation("getUrlContentBreakdown"); + const { graph, sources, sourcesById } = + await loadDurableGraphSnapshot(memory); const urlStats = new Map< string, @@ -3183,89 +2742,42 @@ export async function getUrlContentBreakdown( relationshipCount: number; } >(); - - // Count topics per URL - tracker.startOperation("getUrlContentBreakdown.countTopics"); - try { - const topics = websiteCollection.getTopicHierarchy() || []; - for (const topic of topics) { - const url = topic.url; - if (!urlStats.has(url)) { - urlStats.set(url, { - topicCount: 0, - entityCount: 0, - semanticRefCount: 0, - relationshipCount: 0, - }); - } - urlStats.get(url)!.topicCount++; - } - tracker.endOperation( - "getUrlContentBreakdown.countTopics", - topics.length, - urlStats.size, - ); - } catch (error) { - console.warn("Failed to count topics per URL:", error); - tracker.endOperation("getUrlContentBreakdown.countTopics", 0, 0); + for (const source of sources) { + urlStats.set(source.canonicalUri ?? source.sourceId, { + topicCount: 0, + entityCount: 0, + semanticRefCount: 0, + relationshipCount: 0, + }); } - // Count entities per URL - tracker.startOperation("getUrlContentBreakdown.countEntities"); - if (websiteCollection.knowledgeEntities) { - try { - const entities = - (websiteCollection.knowledgeEntities as any).getTopEntities( - 10000, - ) || []; - for (const entity of entities) { - const sources = entity.sources || []; - const sourceUrls = - typeof sources === "string" - ? JSON.parse(sources) - : sources; - for (const url of sourceUrls) { - if (!urlStats.has(url)) { - urlStats.set(url, { - topicCount: 0, - entityCount: 0, - semanticRefCount: 0, - relationshipCount: 0, - }); - } - urlStats.get(url)!.entityCount++; - } + const increment = ( + sourceIds: string[], + field: "topicCount" | "entityCount" | "relationshipCount", + ) => { + for (const sourceId of new Set(sourceIds)) { + const source = sourcesById.get(sourceId); + if (source === undefined) { + continue; } - tracker.endOperation( - "getUrlContentBreakdown.countEntities", - entities.length, - urlStats.size, - ); - } catch (error) { - console.warn("Failed to count entities per URL:", error); - tracker.endOperation( - "getUrlContentBreakdown.countEntities", - 0, - 0, + const stats = urlStats.get( + source.canonicalUri ?? source.sourceId, ); + if (stats !== undefined) { + stats[field]++; + } } - } + }; - // Count semantic refs per URL - TODO: implement when URL association is available - tracker.startOperation("getUrlContentBreakdown.countSemanticRefs"); - // SemanticRef interface doesn't directly contain URL info - skip for now - const semanticRefCount = websiteCollection.semanticRefs - ? websiteCollection.semanticRefs.getAll().length - : 0; - tracker.endOperation( - "getUrlContentBreakdown.countSemanticRefs", - semanticRefCount, - 0, + graph.topics.forEach((topic) => + increment(topic.sourceIds, "topicCount"), + ); + graph.entities.forEach((entity) => + increment(entity.sourceIds, "entityCount"), + ); + graph.relationships.forEach((relationship) => + increment(relationship.sourceIds, "relationshipCount"), ); - - // Note: Relationship counting removed - relationships now computed from Graphology graphs - tracker.startOperation("getUrlContentBreakdown.countRelationships"); - tracker.endOperation("getUrlContentBreakdown.countRelationships", 0, 0); // Build breakdown array const breakdown = Array.from(urlStats.entries()) @@ -3324,7 +2836,9 @@ export async function getUrlContentBreakdown( tracker.endOperation( "getUrlContentBreakdown", - urlStats.size, + graph.entities.length + + graph.topics.length + + graph.relationships.length, breakdown.length, ); tracker.printReport("getUrlContentBreakdown"); @@ -3366,9 +2880,8 @@ export async function getTopicTimelines( context: SessionContext, ): Promise { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { success: false, timelines: [], @@ -3377,9 +2890,10 @@ export async function getTopicTimelines( timeRange: { earliest: "", latest: "" }, topicsWithActivity: 0, }, - error: "Website collection not available", + error: "Durable browser memory is not available", }; } + const { graph, sourcesById } = await loadDurableGraphSnapshot(memory); debug( `[Topic Timelines] Processing ${parameters.topicNames.length} topics`, @@ -3389,10 +2903,10 @@ export async function getTopicTimelines( let allTopics = [...parameters.topicNames]; if (parameters.includeRelatedTopics) { - allTopics = await expandTopicNeighborhood( + allTopics = expandTopicNeighborhood( parameters.topicNames, parameters.neighborhoodDepth || 1, - websiteCollection, + graph, ); debug( `[Topic Timelines] Expanded to ${allTopics.length} topics including neighbors`, @@ -3403,9 +2917,10 @@ export async function getTopicTimelines( const timelines: TopicTimeline[] = []; for (const topicName of allTopics) { - const timeline = await buildTopicTimeline( + const timeline = buildTopicTimeline( topicName, - websiteCollection, + graph, + sourcesById, parameters, ); if (timeline.activities.length > 0) { @@ -3488,234 +3003,31 @@ export async function getTopicTimelines( } } -async function expandTopicNeighborhood( +function expandTopicNeighborhood( seedTopics: string[], depth: number, - websiteCollection: any, -): Promise { - const allTopics = new Set(seedTopics); - - try { - // Use existing topic relationship functionality to find connected topics - for (const seedTopic of seedTopics) { - // Get related topics from knowledge topics table - if ( - websiteCollection.knowledgeTopics && - websiteCollection.knowledgeTopics.getRelatedTopics - ) { - const relatedTopics = - websiteCollection.knowledgeTopics.getRelatedTopics( - seedTopic, - 10, - ) || []; - - relatedTopics.forEach((topicEntry: any) => { - if (topicEntry.topic && topicEntry.topic !== seedTopic) { - allTopics.add(topicEntry.topic); - } - }); - } - } - - debug( - `[Topic Neighborhood] Expanded ${seedTopics.length} seed topics to ${allTopics.size} total topics`, - ); - } catch (error) { - debug(`[Topic Neighborhood] Error expanding topics: ${error}`); - // Return original topics if expansion fails - return seedTopics; - } - - return Array.from(allTopics); + graph: MemoryKnowledgeGraph, +): string[] { + const related = getRelatedTopicsBySourceOverlap(seedTopics, depth, graph); + return [ + ...seedTopics, + ...Array.from(related.values(), (topic) => topic.name), + ]; } -async function buildTopicTimeline( +function buildTopicTimeline( topicName: string, - websiteCollection: any, - parameters: any, -): Promise { - const activities: TopicActivity[] = []; - - try { - // 1. Get all URLs associated with this topic from knowledgeTopics table - let topicEntries: any[] = []; - - if (websiteCollection.knowledgeTopics) { - // Query the database directly for topics matching the name - const stmt = websiteCollection.knowledgeTopics.db.prepare(` - SELECT * FROM knowledgeTopics - WHERE topic LIKE ? - ORDER BY relevance DESC - `); - topicEntries = stmt.all(`%${topicName}%`) || []; - } - - debug( - `[Topic Timeline] Found ${topicEntries.length} topic entries for "${topicName}"`, - ); - - // 2. For each URL, get temporal engagement data from website collection - const websites = websiteCollection.getWebsiteDocParts() || []; - const urlToWebsiteMap = new Map(); - - websites.forEach((website: any) => { - if (website.url) { - urlToWebsiteMap.set(website.url, website); - } - }); - - for (const topicEntry of topicEntries) { - const websiteData = urlToWebsiteMap.get(topicEntry.url); - - if (websiteData && websiteData.metadata) { - const metadata = websiteData.metadata; - const title = - metadata.title || websiteData.title || "Unknown Title"; - const snippet = - metadata.description || - metadata.contentSummary || - websiteData.snippet; - - // Add bookmark activity - if (metadata.bookmarkDate) { - activities.push({ - timestamp: metadata.bookmarkDate, - activityType: "bookmark", - url: topicEntry.url, - title: title, - domain: - topicEntry.domain || - metadata.domain || - extractDomainFromUrl(topicEntry.url), - relevance: topicEntry.relevance || 0, - snippet: snippet, - metadata: { - extractionDate: topicEntry.extractionDate, - }, - }); - } - - // Add visit activity - if (metadata.visitDate) { - activities.push({ - timestamp: metadata.visitDate, - activityType: "visit", - url: topicEntry.url, - title: title, - domain: - topicEntry.domain || - metadata.domain || - extractDomainFromUrl(topicEntry.url), - relevance: topicEntry.relevance || 0, - snippet: snippet, - metadata: { - visitCount: metadata.visitCount, - extractionDate: topicEntry.extractionDate, - }, - }); - } - - // Add knowledge extraction activity - if (topicEntry.extractionDate) { - const knowledgeChunk = await getKnowledgeChunkForTopic( - websiteData, - topicName, - ); - - activities.push({ - timestamp: topicEntry.extractionDate, - activityType: "extraction", - url: topicEntry.url, - title: title, - domain: - topicEntry.domain || - metadata.domain || - extractDomainFromUrl(topicEntry.url), - relevance: topicEntry.relevance || 0, - knowledgeChunk: knowledgeChunk, - metadata: { - confidence: topicEntry.relevance, - }, - }); - } - } - } - - // Deduplicate activities with same URL and timestamp - // Priority: bookmark > visit > extraction - const activityPriority: Record = { - bookmark: 3, - visit: 2, - extraction: 1, - }; - - const dedupeMap = new Map(); - - for (const activity of activities) { - const key = `${activity.url}|${activity.timestamp}`; - const existing = dedupeMap.get(key); - - if (!existing) { - dedupeMap.set(key, activity); - } else { - // Keep the activity with higher priority - const existingPriority = - activityPriority[existing.activityType] || 0; - const newPriority = - activityPriority[activity.activityType] || 0; - - if (newPriority > existingPriority) { - dedupeMap.set(key, activity); - } - } - } - - // Convert deduplicated map back to array - const deduplicatedActivities = Array.from(dedupeMap.values()); - - debug( - `[Topic Timeline] Deduplicated ${activities.length} activities to ${deduplicatedActivities.length} unique entries`, - ); - - // Sort activities by timestamp (most recent first) - deduplicatedActivities.sort( - (a, b) => - new Date(b.timestamp).getTime() - - new Date(a.timestamp).getTime(), - ); - - // Limit activities if specified - const maxEntries = parameters.maxTimelineEntries || 50; - const limitedActivities = deduplicatedActivities.slice(0, maxEntries); - - // Calculate activity distribution based on deduplicated activities - const activityDistribution = { - bookmarks: deduplicatedActivities.filter( - (a) => a.activityType === "bookmark", - ).length, - visits: deduplicatedActivities.filter( - (a) => a.activityType === "visit", - ).length, - extractions: deduplicatedActivities.filter( - (a) => a.activityType === "extraction", - ).length, - }; - - debug( - `[Topic Timeline] Built timeline for "${topicName}" with ${deduplicatedActivities.length} activities (${limitedActivities.length} limited)`, - ); - - return { - topicName, - totalActivity: deduplicatedActivities.length, - activities: limitedActivities, - relatedTopics: [], // Could be populated from topic relationships - activityDistribution, - }; - } catch (error) { - debug( - `[Topic Timeline] Error building timeline for "${topicName}": ${error}`, - ); + graph: MemoryKnowledgeGraph, + sourcesById: Map, + parameters: { + maxTimelineEntries?: number; + timeRange?: { startDate?: string; endDate?: string }; + }, +): TopicTimeline { + const topic = graph.topics.find( + (candidate) => candidate.name.toLowerCase() === topicName.toLowerCase(), + ); + if (topic === undefined) { return { topicName, totalActivity: 0, @@ -3724,51 +3036,68 @@ async function buildTopicTimeline( activityDistribution: { bookmarks: 0, visits: 0, extractions: 0 }, }; } -} -async function getKnowledgeChunkForTopic( - websiteData: any, - topicName: string, -): Promise { - try { - // Try to find text chunks that mention this topic - if (websiteData.text && typeof websiteData.text === "string") { - const text = websiteData.text.toLowerCase(); - const topicLower = topicName.toLowerCase(); - - if (text.includes(topicLower)) { - // Find the sentence or paragraph containing the topic - const sentences = websiteData.text.split(/[.!?]+/); - for (const sentence of sentences) { - if (sentence.toLowerCase().includes(topicLower)) { - return ( - sentence.trim().substring(0, 200) + - (sentence.length > 200 ? "..." : "") - ); - } - } - } - } - - // Fallback to content summary or description - if (websiteData.metadata) { - return ( - websiteData.metadata.contentSummary?.substring(0, 200) + - (websiteData.metadata.contentSummary?.length > 200 - ? "..." - : "") || - websiteData.metadata.description?.substring(0, 200) + - (websiteData.metadata.description?.length > 200 - ? "..." - : "") - ); + const startTime = parameters.timeRange?.startDate + ? Date.parse(parameters.timeRange.startDate) + : undefined; + const endTime = parameters.timeRange?.endDate + ? Date.parse(parameters.timeRange.endDate) + : undefined; + const activities = topic.sourceIds.flatMap((sourceId): TopicActivity[] => { + const source = sourcesById.get(sourceId); + if (source === undefined) { + return []; + } + const timestamp = getActiveRevisionTimestamp(source); + if (timestamp === undefined) { + return []; + } + const activityTime = Date.parse(timestamp); + if ( + (startTime !== undefined && activityTime < startTime) || + (endTime !== undefined && activityTime > endTime) + ) { + return []; } - - return undefined; - } catch (error) { - debug(`[Knowledge Chunk] Error extracting chunk: ${error}`); - return undefined; - } + const url = source.canonicalUri ?? source.sourceId; + const metadataDomain = source.metadata?.domain; + return [ + { + timestamp, + activityType: "extraction", + url, + title: source.title, + domain: + typeof metadataDomain === "string" + ? metadataDomain + : extractDomainFromUrl(url), + relevance: 1, + metadata: { confidence: 1, extractionDate: timestamp }, + }, + ]; + }); + activities.sort( + (left, right) => + Date.parse(right.timestamp) - Date.parse(left.timestamp), + ); + const maxEntries = Math.max(0, parameters.maxTimelineEntries ?? 50); + const limitedActivities = activities.slice(0, maxEntries); + const relatedTopics = Array.from( + getRelatedTopicsBySourceOverlap([topic.name], 1, graph).values(), + (related) => related.name, + ); + return { + topicName: topic.name, + topicId: topic.name, + totalActivity: activities.length, + activities: limitedActivities, + relatedTopics, + activityDistribution: { + bookmarks: 0, + visits: 0, + extractions: activities.length, + }, + }; } function extractDomainFromUrl(url: string): string { diff --git a/ts/packages/agents/browser/src/agent/knowledge/actions/indexingActions.mts b/ts/packages/agents/browser/src/agent/knowledge/actions/indexingActions.mts index 57e52b9f97..58bb62a7a7 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/actions/indexingActions.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/actions/indexingActions.mts @@ -3,7 +3,6 @@ import { SessionContext } from "@typeagent/agent-sdk"; import { BrowserActionContext } from "../../browserActions.mjs"; -import * as website from "@typeagent/website-memory"; import { createExtractionInputsFromFragments } from "./extractionActions.mjs"; import registerDebug from "debug"; @@ -129,9 +128,8 @@ export async function getKnowledgeIndexStats( indexSize: string; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { totalPages: 0, totalEntities: 0, @@ -141,44 +139,24 @@ export async function getKnowledgeIndexStats( }; } - const websites = websiteCollection.messages.getAll(); - let totalEntities = 0; - let totalRelationships = 0; - let lastIndexed: string | null = null; - - for (const site of websites) { - try { - const knowledge = site.getKnowledge(); - if (knowledge) { - totalEntities += knowledge.entities?.length || 0; - totalRelationships += knowledge.actions?.length || 0; - } - } catch (error) { - console.warn("Error getting knowledge for site:", error); - // Continue processing other sites - } - - const metadata = site.metadata as website.WebsiteDocPartMeta; - - const siteDate = metadata?.visitDate || metadata?.bookmarkDate; - if (siteDate && (!lastIndexed || siteDate > lastIndexed)) { - lastIndexed = siteDate; - } - } - - const totalContent = websites.reduce( - (sum: number, site: any) => - sum + (site.textChunks?.join("").length || 0), - 0, - ); - const indexSize = `${Math.round(totalContent / 1024)} KB`; + const [sources, graph] = await Promise.all([ + memory.listSources(), + memory.getKnowledgeGraph(), + ]); + const indexedDates = sources.flatMap((source) => { + const revision = source.revisions.find( + (item) => item.revisionId === source.activeRevisionId, + ); + const date = revision?.indexedAt ?? revision?.capturedAt; + return date === undefined ? [] : [date]; + }); return { - totalPages: websites.length, - totalEntities, - totalRelationships, - lastIndexed: lastIndexed || "Never", - indexSize, + totalPages: sources.length, + totalEntities: graph.entities.length, + totalRelationships: graph.relationships.length, + lastIndexed: indexedDates.sort().at(-1) ?? "Never", + indexSize: "Unknown", }; } catch (error) { console.error("Error getting knowledge index stats:", error); @@ -197,18 +175,17 @@ export async function clearKnowledgeIndex( context: SessionContext, ): Promise<{ success: boolean; message: string }> { try { - const websiteCollection = context.agentContext.websiteCollection; + const memory = context.agentContext.browserMemoryService; - if (!websiteCollection) { + if (memory === undefined) { return { success: false, - message: "No website collection found to clear.", + message: "Durable browser memory is not available.", }; } - const itemsCleared = websiteCollection.messages.length; - context.agentContext.websiteCollection = - new website.WebsiteCollection(); + const itemsCleared = await memory.clear(); + context.agentContext.graphCache = undefined; return { success: true, diff --git a/ts/packages/agents/browser/src/agent/knowledge/actions/knowledgeActionRouter.mts b/ts/packages/agents/browser/src/agent/knowledge/actions/knowledgeActionRouter.mts index 1702ad3f7f..10fcd34cf6 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/actions/knowledgeActionRouter.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/actions/knowledgeActionRouter.mts @@ -3,7 +3,7 @@ import { SessionContext } from "@typeagent/agent-sdk"; import { BrowserActionContext } from "../../browserActions.mjs"; -import { searchWebMemories } from "../../searchWebMemories.mjs"; +import { searchWebMemories } from "../../durableWebSearch.mjs"; import { extractKnowledgeFromPage, extractKnowledgeFromPageStreaming, @@ -30,7 +30,9 @@ import { rebuildKnowledgeGraph, mergeTopicHierarchies, getEntityNeighborhood, + getEntityNeighborhoodLayoutData, getGlobalImportanceLayer, + getGlobalGraphLayoutData, getTopicImportanceLayer, getImportanceStatistics, getTopicMetrics, @@ -93,6 +95,10 @@ export async function handleKnowledgeAction( return await mergeTopicHierarchies(parameters, context); case "getEntityNeighborhood": return await getEntityNeighborhood(parameters, context); + case "getEntityNeighborhoodLayoutData": + return await getEntityNeighborhoodLayoutData(parameters, context); + case "getGlobalGraphLayoutData": + return await getGlobalGraphLayoutData(parameters, context); case "getGlobalImportanceLayer": return await getGlobalImportanceLayer(parameters, context); case "getImportanceStatistics": diff --git a/ts/packages/agents/browser/src/agent/knowledge/actions/queryActions.mts b/ts/packages/agents/browser/src/agent/knowledge/actions/queryActions.mts index 6f2631ae85..0f87095ec2 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/actions/queryActions.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/actions/queryActions.mts @@ -23,165 +23,52 @@ export async function getPageIndexedKnowledge( error?: string; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { isIndexed: false, - error: "No website collection available", + error: "Durable browser memory is not available", }; } - - const websites = websiteCollection.messages.getAll(); - const foundWebsite = websites.find( - (site: any) => site.metadata.url === parameters.url, - ); - - if (!foundWebsite) { + const source = await memory.getSource(parameters.url); + if (source === undefined) { return { isIndexed: false, error: "Page not found in index", }; } - - try { - const knowledge = foundWebsite.getKnowledge(); - - if (!knowledge) { - return { - isIndexed: true, - knowledge: { - title: "", - entities: [], - relationships: [], - keyTopics: [], - detectedActions: [], - suggestedQuestions: [], - summary: - "Page is indexed but no knowledge was extracted.", - contentMetrics: { - readingTime: 0, - wordCount: 0, - }, - }, - }; - } - - let detectedActions: any[] = []; - - // Check websiteObj metadata for detectedActions first (with safe property access) - if ( - foundWebsite.metadata && - (foundWebsite.metadata as any).detectedActions && - Array.isArray((foundWebsite.metadata as any).detectedActions) - ) { - detectedActions = (foundWebsite.metadata as any) - .detectedActions; - } - - // Also check knowledge object for detectedActions (fallback) - if ( - (knowledge as any).detectedActions && - Array.isArray((knowledge as any).detectedActions) - ) { - detectedActions.push(...(knowledge as any).detectedActions); - } - - // Convert the stored knowledge to the expected format - const entities: Entity[] = - knowledge.entities?.map((entity) => ({ - name: entity.name, - type: Array.isArray(entity.type) - ? entity.type.join(", ") - : entity.type, - description: entity.facets?.find( - (f) => f.name === "description", - )?.value as string, - confidence: 0.8, // Default confidence for indexed content - })) || []; - - const keyTopics: string[] = knowledge.topics || []; - - const allRelationships: Relationship[] = - knowledge.actions?.map((action) => ({ - from: action.subjectEntityName || "unknown", - relationship: action.verbs?.join(", ") || "related to", - to: action.objectEntityName || "unknown", - confidence: 0.8, // Default confidence for indexed content - })) || []; - - // Deduplicate relationships - const relationships = allRelationships.filter( - (rel, index, arr) => - arr.findIndex( - (r) => - r.from === rel.from && - r.relationship === rel.relationship && - r.to === rel.to, - ) === index, - ); - - // Generate contextual questions for indexed content - const suggestedQuestions: string[] = []; - /* - const suggestedQuestions: string[] = - await generateSmartSuggestedQuestions( - knowledge, - null, - parameters.url, - context, - ); - */ - - // Calculate content metrics from the stored text - const textContent = foundWebsite.textChunks?.join("\n\n") || ""; - const wordCount = textContent.split(/\s+/).length; - const contentMetrics = { - readingTime: Math.ceil(wordCount / 225), - wordCount: wordCount, - }; - - const summary = `Retrieved indexed knowledge: ${entities.length} entities, ${keyTopics.length} topics, ${relationships.length} relationships.`; - - return { - isIndexed: true, - knowledge: { - title: (knowledge as any).title || "", - entities, - relationships, - keyTopics, - detectedActions, - contentActions: knowledge.actions || [], - actionSummary: foundWebsite.metadata - ? (foundWebsite.metadata as any).actionSummary - : undefined, - suggestedQuestions, - summary, - contentMetrics, - }, - }; - } catch (knowledgeError) { - console.warn( - "Error extracting knowledge from indexed page:", - knowledgeError, - ); - return { - isIndexed: true, - knowledge: { - title: "", - entities: [], - relationships: [], - keyTopics: [], - detectedActions: [], - suggestedQuestions: [], - summary: "Page is indexed but knowledge extraction failed.", - contentMetrics: { - readingTime: 0, - wordCount: 0, - }, - }, - }; - } + const graph = await memory.getKnowledgeGraph(); + const entities: Entity[] = graph.entities + .filter((entity) => entity.sourceIds.includes(source.sourceId)) + .map((entity) => ({ + name: entity.name, + type: entity.types.join(", "), + confidence: 0.8, + })); + const keyTopics = graph.topics + .filter((topic) => topic.sourceIds.includes(source.sourceId)) + .map((topic) => topic.name); + const relationships: Relationship[] = graph.relationships + .filter((item) => item.sourceIds.includes(source.sourceId)) + .map((item) => ({ + from: item.fromEntity, + relationship: item.relationshipType, + to: item.toEntity, + confidence: 0.8, + })); + return { + isIndexed: true, + knowledge: { + title: source.title, + entities, + relationships, + keyTopics, + detectedActions: [], + suggestedQuestions: [], + summary: `Retrieved indexed knowledge: ${entities.length} entities, ${keyTopics.length} topics, ${relationships.length} relationships.`, + contentMetrics: { readingTime: 0, wordCount: 0 }, + }, + }; } catch (error) { console.error("Error getting page indexed knowledge:", error); return { @@ -229,9 +116,8 @@ export async function getDiscoverInsights( success: boolean; }> { try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { + const memory = context.agentContext.browserMemoryService; + if (memory === undefined) { return { trendingTopics: [], readingPatterns: [], @@ -241,7 +127,32 @@ export async function getDiscoverInsights( }; } - const websites = websiteCollection.messages.getAll(); + const [sources, graph] = await Promise.all([ + memory.listSources(), + memory.getKnowledgeGraph(), + ]); + const websites = sources.map((source) => { + const revision = source.revisions.find( + (item) => item.revisionId === source.activeRevisionId, + ); + const capturedAt = revision?.capturedAt ?? revision?.indexedAt; + return { + metadata: { + url: source.canonicalUri, + title: source.title, + ...(source.metadata?.source === "bookmark" + ? { bookmarkDate: capturedAt } + : { visitDate: capturedAt }), + }, + getKnowledge: () => ({ + entities: graph.entities + .filter((entity) => + entity.sourceIds.includes(source.sourceId), + ) + .map((entity) => ({ name: entity.name })), + }), + }; + }); const limit = parameters.limit || 10; const timeframe = parameters.timeframe || "30d"; @@ -295,17 +206,17 @@ export async function generateSmartSuggestedQuestions( } } - // Use DataFrames for context-aware questions - const websiteCollection = context.agentContext.websiteCollection; - if (websiteCollection && websiteCollection.visitFrequency) { + // Add history-oriented questions only when durable browser memory is available. + if (context.agentContext.browserMemoryService !== undefined) { try { - // Domain visit history - simplified approach for now debug("Checking domain visit data for enhanced questions"); if (domain) { questions.push(`When did I first visit ${domain}?`); questions.push(`What's my learning journey on ${domain}?`); } + questions.push("When did I first encounter this information?"); + questions.push("What have I learned recently in this domain?"); } catch (error) { console.warn("Error querying domain data:", error); } @@ -322,10 +233,6 @@ export async function generateSmartSuggestedQuestions( questions.push("What should I learn next in this area?"); questions.push("Are there any knowledge gaps I should fill?"); - // Temporal questions - questions.push("When did I first encounter this information?"); - questions.push("What have I learned recently in this domain?"); - return questions.slice(0, 8); // Limit to most relevant questions } diff --git a/ts/packages/agents/browser/src/agent/knowledge/extractKnowledgeCommand.mts b/ts/packages/agents/browser/src/agent/knowledge/extractKnowledgeCommand.mts index 68698987f1..d847585e72 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/extractKnowledgeCommand.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/extractKnowledgeCommand.mts @@ -34,29 +34,6 @@ const debug = registerDebug("typeagent:browser:action"); // Knowledge extraction progress tracking const activeKnowledgeExtractions = new Map(); -// Utility functions -function convertStoredKnowledgeToDisplayFormat(storedKnowledge: any): any { - const displayKnowledge = { ...storedKnowledge }; - - // Convert actions array to relationships array - if (storedKnowledge.actions && Array.isArray(storedKnowledge.actions)) { - displayKnowledge.relationships = storedKnowledge.actions.map( - (action: any) => ({ - from: action.subjectEntityName || "unknown", - relationship: Array.isArray(action.verbs) - ? action.verbs.join(" ") - : action.verbs || "related to", - to: action.objectEntityName || "unknown", - confidence: action.confidence || 0.8, - }), - ); - } else { - displayKnowledge.relationships = []; - } - - return displayKnowledge; -} - async function checkKnowledgeInIndex( url: string, context: ActionContext | any, @@ -65,26 +42,12 @@ async function checkKnowledgeInIndex( // Get the session context - either directly or from action context const sessionContext = "sessionContext" in context ? context.sessionContext : context; - const websiteCollection = sessionContext.agentContext.websiteCollection; - - if (!websiteCollection) { - return null; - } - - const websites = websiteCollection.messages.getAll(); - const foundWebsite = websites.find( - (site: any) => site.metadata.url === url, + const result = await handleKnowledgeAction( + "getPageIndexedKnowledge", + { url }, + sessionContext, ); - - if (foundWebsite) { - const knowledge = foundWebsite.getKnowledge(); - if (knowledge) { - return convertStoredKnowledgeToDisplayFormat(knowledge); - } - return null; - } - - return null; + return result.isIndexed ? result.knowledge : null; } catch (error) { debug("No existing knowledge found in index for:", url); return null; diff --git a/ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts b/ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts deleted file mode 100644 index 174929bb21..0000000000 --- a/ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts +++ /dev/null @@ -1,154 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { SessionContext } from "@typeagent/agent-sdk"; -import { BrowserActionContext } from "../browserActions.mjs"; -import { searchWebMemories } from "../searchWebMemories.mjs"; -import { KnowledgeExtractionResult } from "./schema/knowledgeExtraction.mjs"; -import { - extractKnowledgeFromPage, - extractKnowledgeFromPageStreaming, -} from "./actions/extractionActions.mjs"; -import { - indexWebPageContent, - checkPageIndexStatus, - getKnowledgeIndexStats, - clearKnowledgeIndex, -} from "./actions/indexingActions.mjs"; -import { - getExtractionAnalytics, - generateQualityReport, - getPageQualityMetrics, - getAnalyticsData, - getRecentKnowledgeItems, - getTopDomains, - getActivityTrends, - getDetailedKnowledgeStats, -} from "./actions/analyticsActions.mjs"; -import { - getKnowledgeGraphStatus, - buildKnowledgeGraph, - rebuildKnowledgeGraph, - getEntityNeighborhood, - getGlobalImportanceLayer, - getImportanceStatistics, -} from "./actions/graphActions.mjs"; -import { - checkAIModelStatus, - checkActionDetectionStatus, -} from "./actions/utilityActions.mjs"; -import { - getPageIndexedKnowledge, - getDiscoverInsights, - generateSmartSuggestedQuestions, -} from "./actions/queryActions.mjs"; - -export interface WebPageDocument { - url: string; - title: string; - content: string; - htmlFragments: any[]; - timestamp: string; - indexed: boolean; - knowledge?: KnowledgeExtractionResult; - metadata?: { - quality: string; - textOnly: boolean; - contentLength: number; - entityCount: number; - }; -} - -export async function handleKnowledgeAction( - actionName: string, - parameters: any, - context: SessionContext, -): Promise { - switch (actionName) { - case "extractKnowledgeFromPage": - return await extractKnowledgeFromPage(parameters, context); - - case "extractKnowledgeFromPageStreaming": - return await extractKnowledgeFromPageStreaming(parameters, context); - - case "indexWebPageContent": - return await indexWebPageContent(parameters, context); - - case "searchWebMemories": - return await searchWebMemories(parameters, context); - - case "checkPageIndexStatus": - return await checkPageIndexStatus(parameters, context); - - case "getKnowledgeIndexStats": - return await getKnowledgeIndexStats(parameters, context); - - case "getKnowledgeStats": - return await getDetailedKnowledgeStats(parameters, context); - - case "clearKnowledgeIndex": - return await clearKnowledgeIndex(parameters, context); - - case "getExtractionAnalytics": - return await getExtractionAnalytics(parameters, context); - - case "generateQualityReport": - return await generateQualityReport(parameters, context); - - case "getPageQualityMetrics": - return await getPageQualityMetrics(parameters, context); - - case "checkAIModelStatus": - return await checkAIModelStatus(parameters, context); - - case "checkActionDetectionStatus": - return await checkActionDetectionStatus(parameters, context); - - case "getRecentKnowledgeItems": - return await getRecentKnowledgeItems(parameters, context); - - case "getTopDomains": - return await getTopDomains(parameters, context); - - case "getActivityTrends": - return await getActivityTrends(parameters, context); - - case "getPageIndexedKnowledge": - return await getPageIndexedKnowledge(parameters, context); - - case "getDiscoverInsights": - return await getDiscoverInsights(parameters, context); - - case "getAnalyticsData": - return await getAnalyticsData(parameters, context); - - case "getKnowledgeGraphStatus": - return await getKnowledgeGraphStatus(parameters, context); - - case "buildKnowledgeGraph": - return await buildKnowledgeGraph(parameters, context); - - case "rebuildKnowledgeGraph": - return await rebuildKnowledgeGraph(parameters, context); - - case "getEntityNeighborhood": - return await getEntityNeighborhood(parameters, context); - - case "getGlobalImportanceLayer": - return await getGlobalImportanceLayer(parameters, context); - - case "getImportanceStatistics": - return await getImportanceStatistics(parameters, context); - - case "generateSmartSuggestedQuestions": - return await generateSmartSuggestedQuestions( - parameters.knowledge, - parameters.extractionResult, - parameters.url, - context, - ); - - default: - throw new Error(`Unknown knowledge action: ${actionName}`); - } -} diff --git a/ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts.backup b/ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts.backup deleted file mode 100644 index 865a496172..0000000000 --- a/ts/packages/agents/browser/src/agent/knowledge/knowledgeHandler.mts.backup +++ /dev/null @@ -1,3408 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { SessionContext } from "@typeagent/agent-sdk"; -import { BrowserActionContext } from "../browserActions.mjs"; -import { searchByEntities, searchWebMemories } from "../searchWebMemories.mjs"; -import * as website from "website-memory"; -import { - KnowledgeExtractionResult, - EnhancedKnowledgeExtractionResult, - Entity, - Relationship, -} from "./schema/knowledgeExtraction.mjs"; -import { - ExtractionMode, - AIModelRequiredError, -} from "website-memory"; -import { BrowserKnowledgeExtractor } from "./browserKnowledgeExtractor.mjs"; -import { DetailedKnowledgeStats } from "../browserKnowledgeSchema.js"; -import { - extractKnowledgeFromPage, - extractKnowledgeFromPageStreaming, - createExtractionInputsFromFragments, - aggregateExtractionResults, -} from "./actions/extractionActions.mjs"; -import { - indexWebPageContent, - checkPageIndexStatus, - getKnowledgeIndexStats, - clearKnowledgeIndex, -} from "./actions/indexingActions.mjs"; -import { - getExtractionAnalytics, - generateQualityReport, - getPageQualityMetrics, - getAnalyticsData, - getRecentKnowledgeItems, - getTopDomains, - getActivityTrends, - getDetailedKnowledgeStats, -} from "./actions/analyticsActions.mjs"; -import { - getKnowledgeGraphStatus, - buildKnowledgeGraph, - rebuildKnowledgeGraph, - getAllRelationships, - getAllCommunities, - getAllEntitiesWithMetrics, - getEntityNeighborhood, - getGlobalImportanceLayer, - getViewportBasedNeighborhood, - getImportanceStatistics, -} from "./actions/graphActions.mjs"; -import { - checkAIModelStatus, - checkActionDetectionStatus, -} from "./actions/utilityActions.mjs"; -import { - getPageIndexedKnowledge, - getDiscoverInsights, - generateSmartSuggestedQuestions, -} from "./actions/queryActions.mjs"; -import registerDebug from "debug"; -const debug = registerDebug("typeagent:browser:knowledge"); - - - - -export interface WebPageDocument { - url: string; - title: string; - content: string; - htmlFragments: any[]; - timestamp: string; - indexed: boolean; - knowledge?: KnowledgeExtractionResult; - metadata?: { - quality: string; - textOnly: boolean; - contentLength: number; - entityCount: number; - }; -} - -export async function handleKnowledgeAction( - actionName: string, - parameters: any, - context: SessionContext, -): Promise { - switch (actionName) { - case "extractKnowledgeFromPage": - return await extractKnowledgeFromPage(parameters, context); - - case "extractKnowledgeFromPageStreaming": - return await extractKnowledgeFromPageStreaming(parameters, context); - - case "indexWebPageContent": - return await indexWebPageContent(parameters, context); - - case "searchWebMemories": - return await searchWebMemories(parameters, context); - - case "checkPageIndexStatus": - return await checkPageIndexStatus(parameters, context); - - case "getKnowledgeIndexStats": - return await getKnowledgeIndexStats(parameters, context); - - case "getKnowledgeStats": - return await getDetailedKnowledgeStats(parameters, context); - - case "clearKnowledgeIndex": - return await clearKnowledgeIndex(parameters, context); - - case "getExtractionAnalytics": - return await getExtractionAnalytics(parameters, context); - - case "generateQualityReport": - return await generateQualityReport(parameters, context); - - case "getPageQualityMetrics": - return await getPageQualityMetrics(parameters, context); - - case "checkAIModelStatus": - return await checkAIModelStatus(parameters, context); - - case "checkActionDetectionStatus": - return await checkActionDetectionStatus(parameters, context); - - case "getRecentKnowledgeItems": - return await getRecentKnowledgeItems(parameters, context); - - case "getTopDomains": - return await getTopDomains(parameters, context); - - case "getActivityTrends": - return await getActivityTrends(parameters, context); - - case "getPageIndexedKnowledge": - return await getPageIndexedKnowledge(parameters, context); - - case "getDiscoverInsights": - return await getDiscoverInsights(parameters, context); - - case "getAnalyticsData": - return await getAnalyticsData(parameters, context); - - case "getKnowledgeGraphStatus": - return await getKnowledgeGraphStatus(parameters, context); - - case "buildKnowledgeGraph": - return await buildKnowledgeGraph(parameters, context); - - case "rebuildKnowledgeGraph": - return await rebuildKnowledgeGraph(parameters, context); - - case "getAllRelationships": - return await getAllRelationships(parameters, context); - - case "getAllCommunities": - return await getAllCommunities(parameters, context); - - case "getAllEntitiesWithMetrics": - return await getAllEntitiesWithMetrics(parameters, context); - - case "getEntityNeighborhood": - return await getEntityNeighborhood(parameters, context); - - case "getGlobalImportanceLayer": - return await getGlobalImportanceLayer(parameters, context); - - case "getViewportBasedNeighborhood": - return await getViewportBasedNeighborhood(parameters, context); - - case "getImportanceStatistics": - return await getImportanceStatistics(parameters, context); - - default: - throw new Error(`Unknown knowledge action: ${actionName}`); - } -} - - -// Convert aggregated results to actions array, handling both contentActions and relationships -function getActionsFromAggregatedResults(aggregatedResults: any): any[] { - // If we have contentActions, use them directly - if ( - aggregatedResults.contentActions && - Array.isArray(aggregatedResults.contentActions) && - aggregatedResults.contentActions.length > 0 - ) { - return aggregatedResults.contentActions; - } - - // If we have relationships but no contentActions, convert relationships to actions - if ( - aggregatedResults.relationships && - Array.isArray(aggregatedResults.relationships) && - aggregatedResults.relationships.length > 0 - ) { - return aggregatedResults.relationships.map((relationship: any) => ({ - verbs: relationship.relationship - ? relationship.relationship - .split(/[,\s]+/) - .filter((v: string) => v.trim().length > 0) - : ["related to"], - verbTense: "present" as "past" | "present" | "future", - subjectEntityName: relationship.from || "none", - objectEntityName: relationship.to || "none", - indirectObjectEntityName: "none", - params: [], - confidence: relationship.confidence || 0.8, - })); - } - - return []; -} - - -// Enhanced suggested questions using content analysis and DataFrames -export async function generateSmartSuggestedQuestions( - knowledge: any, - extractionResult: any, - url: string, - context: SessionContext, -): Promise { - const questions: string[] = []; - const domain = extractDomainFromUrl(url); - - // Content-specific questions based on extraction result - if (extractionResult?.pageContent) { - if (extractionResult.pageContent.readingTime > 10) { - questions.push("What are the key points from this long article?"); - } - } - - // Use DataFrames for context-aware questions - const websiteCollection = context.agentContext.websiteCollection; - if (websiteCollection && websiteCollection.visitFrequency) { - try { - // Domain visit history - simplified approach for now - debug("Checking domain visit data for enhanced questions"); - - if (domain) { - questions.push(`When did I first visit ${domain}?`); - questions.push(`What's my learning journey on ${domain}?`); - } - } catch (error) { - console.warn("Error querying domain data:", error); - } - } - - // Topic-based cross-references - if (knowledge.topics && knowledge.topics.length > 0) { - for (const topic of knowledge.topics.slice(0, 2)) { - questions.push(`What other ${topic} resources do I have?`); - } - } - - // Learning progression questions - questions.push("What should I learn next in this area?"); - questions.push("Are there any knowledge gaps I should fill?"); - - // Temporal questions - questions.push("When did I first encounter this information?"); - questions.push("What have I learned recently in this domain?"); - - return questions.slice(0, 8); // Limit to most relevant questions -} - -// Extract domain from URL -function extractDomainFromUrl(url: string): string { - try { - const urlObj = new URL(url); - return urlObj.hostname; - } catch { - return url; - } -} - - - - - - -export async function getRecentKnowledgeItems( - parameters: { - limit?: number; - type?: "entities" | "topics" | "actions" | "relationships" | "all"; - }, - context: SessionContext, -): Promise<{ - entities: Array<{ - name: string; - type: string; - fromPage: string; - extractedAt: string; - }>; - topics: Array<{ name: string; fromPage: string; extractedAt: string }>; - actions: Array<{ - type: string; - element: string; - text?: string; - confidence: number; - fromPage: string; - extractedAt: string; - }>; - relationships: Array<{ - from: string; - relationship: string; - to: string; - confidence: number; - fromPage: string; - extractedAt: string; - }>; - success: boolean; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - entities: [], - topics: [], - actions: [], - relationships: [], - success: false, - }; - } - - const websites = websiteCollection.messages.getAll(); - const limit = parameters.limit || 10; - const type = parameters.type || "all"; - - const recentEntities: Array<{ - name: string; - type: string; - fromPage: string; - extractedAt: string; - }> = []; - const recentTopics: Array<{ - name: string; - fromPage: string; - extractedAt: string; - }> = []; - const recentActions: Array<{ - type: string; - element: string; - text?: string; - confidence: number; - fromPage: string; - extractedAt: string; - }> = []; - const recentRelationships: Array<{ - from: string; - relationship: string; - to: string; - confidence: number; - fromPage: string; - extractedAt: string; - }> = []; - - // Process all websites and extract entities/topics with timestamps - for (const site of websites) { - const knowledge = site.getKnowledge(); - const metadata = site.metadata as any; - const extractedAt = - metadata.visitDate || - metadata.bookmarkDate || - new Date().toISOString(); - const pageTitle = metadata.title || metadata.url || "Unknown Page"; - - if (knowledge) { - // Extract entities - if ( - (type === "entities" || type === "all") && - knowledge.entities - ) { - for (const entity of knowledge.entities) { - recentEntities.push({ - name: entity.name, - type: Array.isArray(entity.type) - ? entity.type.join(", ") - : entity.type, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - - // Extract topics - if ((type === "topics" || type === "all") && knowledge.topics) { - for (const topic of knowledge.topics) { - recentTopics.push({ - name: topic, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - - // Extract actions (if available) - // Note: Actions might not be available in current website-memory structure - if (type === "actions" || type === "all") { - // Try to get actions from various possible sources in the knowledge object - const actions = - (knowledge as any).actions || - (knowledge as any).detectedActions || - []; - - if (Array.isArray(actions)) { - for (const action of actions) { - // Handle different action object structures gracefully - const actionType = - (action as any).actionType || - (action as any).type || - "unknown"; - const actionElement = - (action as any).target?.name || - (action as any).name || - (action as any).element || - "element"; - const actionText = - (action as any).name || - (action as any).text || - (action as any).target?.name; - const actionConfidence = - (action as any).confidence || 0.8; - - recentActions.push({ - type: actionType, - element: actionElement, - text: actionText, - confidence: actionConfidence, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - } - - // Extract relationships from actions data - // This provides properly formatted relationship data for the UI - if (type === "relationships" || type === "all") { - const actions = (knowledge as any).actions || []; - - if (Array.isArray(actions)) { - for (const action of actions) { - // Transform action data to relationship format - const from = - action.subjectEntityName || "Unknown Entity"; - const relationship = - action.verbs?.join(", ") || "related to"; - const to = - action.objectEntityName || "Unknown Target"; - const confidence = action.confidence || 0.8; - - recentRelationships.push({ - from: from, - relationship: relationship, - to: to, - confidence: confidence, - fromPage: pageTitle, - extractedAt: extractedAt, - }); - } - } - } - } - } - - // Sort by extraction date (most recent first) and limit results - recentEntities.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - recentTopics.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - recentActions.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - recentRelationships.sort( - (a, b) => - new Date(b.extractedAt).getTime() - - new Date(a.extractedAt).getTime(), - ); - - // Remove duplicates while preserving order - const uniqueEntities = recentEntities - .filter( - (entity, index, arr) => - arr.findIndex( - (e) => - e.name.toLowerCase() === entity.name.toLowerCase(), - ) === index, - ) - .slice(0, limit); - - const uniqueTopics = recentTopics - .filter( - (topic, index, arr) => - arr.findIndex( - (t) => - t.name.toLowerCase() === topic.name.toLowerCase(), - ) === index, - ) - .slice(0, limit); - - const uniqueActions = recentActions - .filter( - (action, index, arr) => - arr.findIndex( - (a) => - a.type === action.type && - a.element === action.element && - a.fromPage === action.fromPage, - ) === index, - ) - .slice(0, limit); - - const uniqueRelationships = recentRelationships - .filter( - (relationship, index, arr) => - arr.findIndex( - (r) => - r.from === relationship.from && - r.relationship === relationship.relationship && - r.to === relationship.to, - ) === index, - ) - .slice(0, limit); - - return { - entities: uniqueEntities, - topics: uniqueTopics, - actions: uniqueActions, - relationships: uniqueRelationships, - success: true, - }; - } catch (error) { - console.error("Error getting recent knowledge items:", error); - return { - entities: [], - topics: [], - actions: [], - relationships: [], - success: false, - }; - } -} - -export async function getTopDomains( - parameters: { - limit?: number; - }, - context: SessionContext, -): Promise<{ - domains: Array<{ - domain: string; - count: number; - percentage: number; - }>; - totalSites: number; - success: boolean; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - domains: [], - totalSites: 0, - success: false, - }; - } - - const websites = websiteCollection.messages.getAll(); - const limit = parameters.limit || 10; - - // Count sites by domain - const domainCounts: { [domain: string]: number } = {}; - let totalCount = websites.length; - - for (const site of websites) { - const metadata = site.metadata as any; - const domain = metadata.domain || "unknown"; - domainCounts[domain] = (domainCounts[domain] || 0) + 1; - } - - // Sort by count and limit results - const sortedDomains = Object.entries(domainCounts) - .sort(([, a], [, b]) => b - a) - .slice(0, limit) - .map(([domain, count]) => ({ - domain, - count, - percentage: parseFloat(((count / totalCount) * 100).toFixed(1)), - })); - - return { - domains: sortedDomains, - totalSites: totalCount, - success: true, - }; - } catch (error) { - console.error("Error getting top domains:", error); - return { - domains: [], - totalSites: 0, - success: false, - }; - } -} - -export async function getActivityTrends( - parameters: { - timeRange?: string; - granularity?: string; - }, - context: SessionContext, -): Promise<{ - trends: Array<{ - date: string; - visits: number; - bookmarks: number; - }>; - summary: { - totalActivity: number; - peakDay: string | null; - averagePerDay: number; - timeRange: string; - }; - success: boolean; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - trends: [], - summary: { - totalActivity: 0, - peakDay: null, - averagePerDay: 0, - timeRange: parameters.timeRange || "30d", - }, - success: false, - }; - } - - const websites = websiteCollection.messages.getAll(); - const timeRange = parameters.timeRange || "30d"; - - // Calculate date range - const endDate = new Date(); - const startDate = new Date(); - switch (timeRange) { - case "7d": - startDate.setDate(endDate.getDate() - 7); - break; - case "30d": - startDate.setDate(endDate.getDate() - 30); - break; - case "90d": - startDate.setDate(endDate.getDate() - 90); - break; - default: - startDate.setDate(endDate.getDate() - 30); - } - - // Extract activity data from websites - const activityMap = new Map< - string, - { visits: number; bookmarks: number } - >(); - - for (const site of websites) { - const metadata = site.metadata as any; - - // Process visit dates - if (metadata.visitDate) { - const visitDate = new Date(metadata.visitDate); - if (visitDate >= startDate && visitDate <= endDate) { - const dateKey = visitDate.toISOString().split("T")[0]; - const current = activityMap.get(dateKey) || { - visits: 0, - bookmarks: 0, - }; - current.visits += metadata.visitCount || 1; - activityMap.set(dateKey, current); - } - } - - // Process bookmark dates - if (metadata.bookmarkDate) { - const bookmarkDate = new Date(metadata.bookmarkDate); - if (bookmarkDate >= startDate && bookmarkDate <= endDate) { - const dateKey = bookmarkDate.toISOString().split("T")[0]; - const current = activityMap.get(dateKey) || { - visits: 0, - bookmarks: 0, - }; - current.bookmarks += 1; - activityMap.set(dateKey, current); - } - } - } - - // Convert to trends array - const trends = Array.from(activityMap.entries()) - .map(([date, activity]) => ({ - date, - visits: activity.visits, - bookmarks: activity.bookmarks, - })) - .sort((a, b) => a.date.localeCompare(b.date)); - - // Calculate summary statistics - const totalVisits = trends.reduce((sum, t) => sum + t.visits, 0); - const totalBookmarks = trends.reduce((sum, t) => sum + t.bookmarks, 0); - const peakDay = trends.reduce( - (peak, current) => - current.visits + current.bookmarks > - peak.visits + peak.bookmarks - ? current - : peak, - trends[0] || { date: null, visits: 0, bookmarks: 0 }, - ); - - return { - trends, - summary: { - totalActivity: totalVisits + totalBookmarks, - peakDay: peakDay.date, - averagePerDay: - trends.length > 0 - ? (totalVisits + totalBookmarks) / trends.length - : 0, - timeRange, - }, - success: true, - }; - } catch (error) { - console.error("Error getting activity trends:", error); - return { - trends: [], - summary: { - totalActivity: 0, - peakDay: null, - averagePerDay: 0, - timeRange: parameters.timeRange || "30d", - }, - success: false, - }; - } -} - -export async function getPageIndexedKnowledge( - parameters: { url: string }, - context: SessionContext, -): Promise<{ - isIndexed: boolean; - knowledge?: EnhancedKnowledgeExtractionResult; - error?: string; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - isIndexed: false, - error: "No website collection available", - }; - } - - const websites = websiteCollection.messages.getAll(); - const foundWebsite = websites.find( - (site: any) => site.metadata.url === parameters.url, - ); - - if (!foundWebsite) { - return { - isIndexed: false, - error: "Page not found in index", - }; - } - - try { - const knowledge = foundWebsite.getKnowledge(); - - if (!knowledge) { - return { - isIndexed: true, - knowledge: { - title: "", - entities: [], - relationships: [], - keyTopics: [], - detectedActions: [], - suggestedQuestions: [], - summary: - "Page is indexed but no knowledge was extracted.", - contentMetrics: { - readingTime: 0, - wordCount: 0, - }, - }, - }; - } - - let detectedActions: any[] = []; - - // Check websiteObj metadata for detectedActions first (with safe property access) - if ( - foundWebsite.metadata && - (foundWebsite.metadata as any).detectedActions && - Array.isArray((foundWebsite.metadata as any).detectedActions) - ) { - detectedActions = (foundWebsite.metadata as any) - .detectedActions; - } - - // Also check knowledge object for detectedActions (fallback) - if ( - (knowledge as any).detectedActions && - Array.isArray((knowledge as any).detectedActions) - ) { - detectedActions.push(...(knowledge as any).detectedActions); - } - - // Convert the stored knowledge to the expected format - const entities: Entity[] = - knowledge.entities?.map((entity) => ({ - name: entity.name, - type: Array.isArray(entity.type) - ? entity.type.join(", ") - : entity.type, - description: entity.facets?.find( - (f) => f.name === "description", - )?.value as string, - confidence: 0.8, // Default confidence for indexed content - })) || []; - - const keyTopics: string[] = knowledge.topics || []; - - const allRelationships: Relationship[] = - knowledge.actions?.map((action) => ({ - from: action.subjectEntityName || "unknown", - relationship: action.verbs?.join(", ") || "related to", - to: action.objectEntityName || "unknown", - confidence: 0.8, // Default confidence for indexed content - })) || []; - - // Deduplicate relationships - const relationships = allRelationships.filter( - (rel, index, arr) => - arr.findIndex( - (r) => - r.from === rel.from && - r.relationship === rel.relationship && - r.to === rel.to, - ) === index, - ); - - // Generate contextual questions for indexed content - const suggestedQuestions: string[] = []; - /* - const suggestedQuestions: string[] = - await generateSmartSuggestedQuestions( - knowledge, - null, - parameters.url, - context, - ); - */ - - // Calculate content metrics from the stored text - const textContent = foundWebsite.textChunks?.join("\n\n") || ""; - const wordCount = textContent.split(/\s+/).length; - const contentMetrics = { - readingTime: Math.ceil(wordCount / 225), - wordCount: wordCount, - }; - - const summary = `Retrieved indexed knowledge: ${entities.length} entities, ${keyTopics.length} topics, ${relationships.length} relationships.`; - - return { - isIndexed: true, - knowledge: { - title: (knowledge as any).title || "", - entities, - relationships, - keyTopics, - detectedActions, - contentActions: knowledge.actions || [], - actionSummary: foundWebsite.metadata - ? (foundWebsite.metadata as any).actionSummary - : undefined, - suggestedQuestions, - summary, - contentMetrics, - }, - }; - } catch (knowledgeError) { - console.warn( - "Error extracting knowledge from indexed page:", - knowledgeError, - ); - return { - isIndexed: true, - knowledge: { - title: "", - entities: [], - relationships: [], - keyTopics: [], - detectedActions: [], - suggestedQuestions: [], - summary: "Page is indexed but knowledge extraction failed.", - contentMetrics: { - readingTime: 0, - wordCount: 0, - }, - }, - }; - } - } catch (error) { - console.error("Error getting page indexed knowledge:", error); - return { - isIndexed: false, - error: "Failed to retrieve indexed knowledge", - }; - } -} - -export async function getDiscoverInsights( - parameters: { - limit?: number; - timeframe?: string; - }, - context: SessionContext, -): Promise<{ - trendingTopics: Array<{ - topic: string; - count: number; - trend: "up" | "down" | "stable"; - percentage: number; - }>; - readingPatterns: Array<{ - timeframe: string; - activity: number; - peak: boolean; - }>; - popularPages: Array<{ - url: string; - title: string; - visitCount: number; - isBookmarked: boolean; - domain: string; - lastVisited: string; - }>; - topDomains: Array<{ - domain: string; - count: number; - favicon?: string; - trend: "up" | "down" | "stable"; - }>; - success: boolean; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - trendingTopics: [], - readingPatterns: [], - popularPages: [], - topDomains: [], - success: false, - }; - } - - const websites = websiteCollection.messages.getAll(); - const limit = parameters.limit || 10; - const timeframe = parameters.timeframe || "30d"; - - // Analyze trending topics from titles and knowledge entities - const trendingTopics = analyzeTrendingTopics(websites, limit); - - // Analyze reading patterns from temporal data - const readingPatterns = analyzeReadingPatterns(websites, timeframe); - - // Identify popular pages by activity metrics - const popularPages = analyzePopularPages(websites, limit); - - // Enhanced domain analysis with trends - const topDomains = analyzeTopDomains(websites, limit); - - return { - trendingTopics, - readingPatterns, - popularPages, - topDomains, - success: true, - }; - } catch (error) { - console.error("Error getting discover insights:", error); - return { - trendingTopics: [], - readingPatterns: [], - popularPages: [], - topDomains: [], - success: false, - }; - } -} - -function analyzeTrendingTopics(websites: any[], limit: number) { - const topicCounts = new Map(); - const recentTopicCounts = new Map(); - const thirtyDaysAgo = new Date(Date.now() - 30 * 24 * 60 * 60 * 1000); - - for (const site of websites) { - const metadata = site.metadata as any; - const title = metadata.title || ""; - const knowledge = site.getKnowledge(); - - // Extract topics from title words (basic implementation) - const titleWords = title - .toLowerCase() - .split(/\s+/) - .filter( - (word: string) => - word.length > 3 && - ![ - "the", - "and", - "for", - "are", - "but", - "not", - "you", - "all", - "can", - "had", - "her", - "was", - "one", - "our", - "out", - "day", - "get", - "has", - "him", - "his", - "how", - "its", - "may", - "new", - "now", - "old", - "see", - "two", - "way", - "who", - "boy", - "did", - "man", - "car", - "got", - "let", - "say", - "she", - "too", - "use", - ].includes(word), - ); - - titleWords.forEach((word: string) => { - topicCounts.set(word, (topicCounts.get(word) || 0) + 1); - - const visitDate = metadata.visitDate || metadata.bookmarkDate; - if (visitDate && new Date(visitDate) > thirtyDaysAgo) { - recentTopicCounts.set( - word, - (recentTopicCounts.get(word) || 0) + 1, - ); - } - }); - - // Extract topics from knowledge entities - if (knowledge?.entities) { - knowledge.entities.forEach((entity: any) => { - const entityName = entity.name?.toLowerCase(); - if (entityName && entityName.length > 2) { - topicCounts.set( - entityName, - (topicCounts.get(entityName) || 0) + 1, - ); - - const visitDate = - metadata.visitDate || metadata.bookmarkDate; - if (visitDate && new Date(visitDate) > thirtyDaysAgo) { - recentTopicCounts.set( - entityName, - (recentTopicCounts.get(entityName) || 0) + 1, - ); - } - } - }); - } - } - - const sortedTopics = Array.from(topicCounts.entries()) - .sort(([, a], [, b]) => b - a) - .slice(0, limit); - - return sortedTopics.map(([topic, count]) => { - const recentCount = recentTopicCounts.get(topic) || 0; - const historicalCount = count - recentCount; - let trend: "up" | "down" | "stable" = "stable"; - - if (recentCount > historicalCount * 1.5) { - trend = "up"; - } else if (recentCount < historicalCount * 0.5) { - trend = "down"; - } - - return { - topic, - count, - trend, - percentage: Math.round((count / websites.length) * 100), - }; - }); -} - -function analyzeReadingPatterns(websites: any[], timeframe: string) { - const patterns = new Map(); - const dayOfWeek = [ - "Sunday", - "Monday", - "Tuesday", - "Wednesday", - "Thursday", - "Friday", - "Saturday", - ]; - - for (const site of websites) { - const metadata = site.metadata as any; - const visitDate = metadata.visitDate || metadata.bookmarkDate; - - if (visitDate) { - const date = new Date(visitDate); - const day = dayOfWeek[date.getDay()]; - patterns.set(day, (patterns.get(day) || 0) + 1); - } - } - - const maxActivity = Math.max(...Array.from(patterns.values())); - - return dayOfWeek.map((day) => ({ - timeframe: day, - activity: patterns.get(day) || 0, - peak: (patterns.get(day) || 0) === maxActivity && maxActivity > 0, - })); -} - -function analyzePopularPages(websites: any[], limit: number) { - const pageStats = new Map< - string, - { - url: string; - title: string; - visitCount: number; - isBookmarked: boolean; - domain: string; - lastVisited: string; - } - >(); - - for (const site of websites) { - const metadata = site.metadata as any; - const url = metadata.url || ""; - const title = metadata.title || url; - const domain = url ? new URL(url).hostname : ""; - const isBookmarked = !!metadata.bookmarkDate; - const lastVisited = - metadata.visitDate || - metadata.bookmarkDate || - new Date().toISOString(); - - if (url) { - const existing = pageStats.get(url); - if (existing) { - existing.visitCount++; - if (new Date(lastVisited) > new Date(existing.lastVisited)) { - existing.lastVisited = lastVisited; - } - if (isBookmarked) { - existing.isBookmarked = true; - } - } else { - pageStats.set(url, { - url, - title, - visitCount: 1, - isBookmarked, - domain, - lastVisited, - }); - } - } - } - - return Array.from(pageStats.values()) - .sort((a, b) => { - // Prioritize bookmarked pages and visit count - const scoreA = (a.isBookmarked ? 10 : 0) + a.visitCount; - const scoreB = (b.isBookmarked ? 10 : 0) + b.visitCount; - return scoreB - scoreA; - }) - .slice(0, limit); -} - -function analyzeTopDomains(websites: any[], limit: number) { - const domainCounts = new Map(); - const recentDomainCounts = new Map(); - const thirtyDaysAgo = new Date(Date.now() - 30 * 24 * 60 * 60 * 1000); - - for (const site of websites) { - const metadata = site.metadata as any; - const url = metadata.url; - - if (url) { - try { - const domain = new URL(url).hostname; - domainCounts.set(domain, (domainCounts.get(domain) || 0) + 1); - - const visitDate = metadata.visitDate || metadata.bookmarkDate; - if (visitDate && new Date(visitDate) > thirtyDaysAgo) { - recentDomainCounts.set( - domain, - (recentDomainCounts.get(domain) || 0) + 1, - ); - } - } catch (error) { - // Invalid URL, skip - } - } - } - - return Array.from(domainCounts.entries()) - .sort(([, a], [, b]) => b - a) - .slice(0, limit) - .map(([domain, count]) => { - const recentCount = recentDomainCounts.get(domain) || 0; - const historicalCount = count - recentCount; - let trend: "up" | "down" | "stable" = "stable"; - - if (recentCount > historicalCount * 1.5) { - trend = "up"; - } else if (recentCount < historicalCount * 0.5) { - trend = "down"; - } - - return { - domain, - count, - trend, - favicon: `https://www.google.com/s2/favicons?domain=${domain}`, - }; - }); -} - -function checkPageExistsInIndex( - url: string, - context: SessionContext, -): boolean { - try { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection) { - return false; - } - - const websites = websiteCollection.messages.getAll(); - return websites.some((site: any) => site.metadata.url === url); - } catch (error) { - console.error("Error checking page existence:", error); - return false; - } -} - -function hasIndexingErrors(result: any): boolean { - return !!( - result?.semanticRefs?.error || result?.secondaryIndexResults?.error - ); -} - -export async function getDetailedKnowledgeStats( - parameters: { - includeQuality?: boolean; - includeProgress?: boolean; - timeRange?: number; - }, - context: SessionContext, -): Promise { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return createEmptyKnowledgeStats(); - } - - const websites = websiteCollection.messages.getAll(); - - // Calculate base stats - const baseStats = await calculateBaseStats(websites); - - // Calculate extraction progress - const extractionProgress = calculateExtractionProgress(websites); - - // Calculate quality distribution - const qualityDistribution = - parameters.includeQuality !== false - ? calculateQualityDistribution(websites) - : { highQuality: 0, mediumQuality: 0, lowQuality: 0 }; - - // Calculate completion rates - const completionRates = calculateCompletionRates(websites); - - return { - ...baseStats, - extractionProgress, - qualityDistribution, - completionRates, - }; -} - -function createEmptyKnowledgeStats(): DetailedKnowledgeStats { - return { - totalPages: 0, - totalEntities: 0, - totalTopics: 0, - totalRelationships: 0, - uniqueDomains: 0, - topEntityTypes: [], - topDomains: [], - recentActivity: [], - storageSize: { - totalBytes: 0, - entitiesBytes: 0, - contentBytes: 0, - metadataBytes: 0, - }, - extractionProgress: { - entityProgress: 0, - topicProgress: 0, - actionProgress: 0, - }, - qualityDistribution: { - highQuality: 0, - mediumQuality: 0, - lowQuality: 0, - }, - completionRates: { - pagesWithEntities: 0, - pagesWithTopics: 0, - pagesWithActions: 0, - totalProcessedPages: 0, - }, - }; -} - -async function calculateBaseStats(websites: any[]): Promise<{ - totalPages: number; - totalEntities: number; - totalTopics: number; - totalRelationships: number; - uniqueDomains: number; - topEntityTypes: Array<{ type: string; count: number }>; - topDomains: Array<{ domain: string; pageCount: number }>; - recentActivity: Array<{ date: string; pagesIndexed: number }>; - storageSize: { - totalBytes: number; - entitiesBytes: number; - contentBytes: number; - metadataBytes: number; - }; -}> { - let totalEntities = 0; - let totalTopics = 0; - let totalRelationships = 0; - const domains = new Set(); - const entityTypeCounts = new Map(); - const domainCounts = new Map(); - const uniqueTopicsSet = new Set(); - let totalContent = 0; - - for (const site of websites) { - try { - const knowledge = site.getKnowledge(); - const metadata = site.metadata as website.WebsiteDocPartMeta; - - // Extract domain from URL - if (metadata?.url) { - try { - const domain = new URL(metadata.url).hostname; - domains.add(domain); - domainCounts.set( - domain, - (domainCounts.get(domain) || 0) + 1, - ); - } catch (error) { - // Invalid URL, skip domain extraction - } - } - - if (knowledge) { - // Count entities and their types - if (knowledge.entities?.length > 0) { - totalEntities += knowledge.entities.length; - knowledge.entities.forEach((entity: any) => { - const type = entity.type || "Unknown"; - entityTypeCounts.set( - type, - (entityTypeCounts.get(type) || 0) + 1, - ); - }); - } - - // Count unique topics - if (knowledge.topics?.length > 0) { - knowledge.topics.forEach((topic: string) => { - uniqueTopicsSet.add(topic.toLowerCase().trim()); - }); - } - - // Count relationships/actions - if (knowledge.actions?.length > 0) { - totalRelationships += knowledge.actions.length; - } - } - - // Calculate content size - const textContent = site.textChunks?.join("") || ""; - totalContent += textContent.length; - } catch (error) { - console.warn("Error processing site for stats:", error); - } - } - - // Set totalTopics to the count of unique topics found - totalTopics = uniqueTopicsSet.size; - - // Convert entity types to sorted array - const topEntityTypes = Array.from(entityTypeCounts.entries()) - .sort(([, a], [, b]) => b - a) - .slice(0, 10) - .map(([type, count]) => ({ type, count })); - - // Convert domains to sorted array - const topDomains = Array.from(domainCounts.entries()) - .sort(([, a], [, b]) => b - a) - .slice(0, 10) - .map(([domain, pageCount]) => ({ domain, pageCount })); - - // Simple recent activity (last 7 days) - const recentActivity = generateRecentActivity(websites); - - return { - totalPages: websites.length, - totalEntities, - totalTopics, - totalRelationships, - uniqueDomains: domains.size, - topEntityTypes, - topDomains, - recentActivity, - storageSize: { - totalBytes: totalContent, - entitiesBytes: Math.round(totalContent * 0.3), // Estimate - contentBytes: Math.round(totalContent * 0.6), // Estimate - metadataBytes: Math.round(totalContent * 0.1), // Estimate - }, - }; -} - -function calculateExtractionProgress(websites: any[]): { - entityProgress: number; - topicProgress: number; - actionProgress: number; -} { - let pagesWithEntities = 0; - let pagesWithTopics = 0; - let pagesWithActions = 0; - - websites.forEach((site) => { - try { - const knowledge = site.getKnowledge(); - if (knowledge) { - if (knowledge.entities?.length > 0) pagesWithEntities++; - if (knowledge.topics?.length > 0) pagesWithTopics++; - if (knowledge.actions?.length > 0) pagesWithActions++; - } - } catch (error) { - // Skip sites with knowledge extraction errors - } - }); - - const total = websites.length || 1; // Prevent division by zero - - return { - entityProgress: Math.round((pagesWithEntities / total) * 100), - topicProgress: Math.round((pagesWithTopics / total) * 100), - actionProgress: Math.round((pagesWithActions / total) * 100), - }; -} - -function calculateQualityDistribution(websites: any[]): { - highQuality: number; - mediumQuality: number; - lowQuality: number; -} { - let high = 0, - medium = 0, - low = 0; - let totalPagesWithKnowledge = 0; - - websites.forEach((site) => { - try { - const knowledge = site.getKnowledge(); - if (knowledge && knowledge.entities?.length > 0) { - totalPagesWithKnowledge++; - - // Calculate average confidence across entities - const confidences = knowledge.entities - .map((e: any) => e.confidence || 0) - .filter((c: number) => c > 0); - - if (confidences.length > 0) { - const avgConfidence = - confidences.reduce((a: number, b: number) => a + b) / - confidences.length; - - if (avgConfidence >= 0.8) high++; - else if (avgConfidence >= 0.5) medium++; - else low++; - } else { - // No confidence scores, assume medium quality - medium++; - } - } - } catch (error) { - // Skip sites with knowledge extraction errors - } - }); - - const total = totalPagesWithKnowledge || 1; - - return { - highQuality: Math.round((high / total) * 100), - mediumQuality: Math.round((medium / total) * 100), - lowQuality: Math.round((low / total) * 100), - }; -} - -function calculateCompletionRates(websites: any[]): { - pagesWithEntities: number; - pagesWithTopics: number; - pagesWithActions: number; - totalProcessedPages: number; -} { - let pagesWithEntities = 0; - let pagesWithTopics = 0; - let pagesWithActions = 0; - - websites.forEach((site) => { - try { - const knowledge = site.getKnowledge(); - if (knowledge) { - if (knowledge.entities?.length > 0) pagesWithEntities++; - if (knowledge.topics?.length > 0) pagesWithTopics++; - if (knowledge.actions?.length > 0) pagesWithActions++; - } - } catch (error) { - // Skip sites with knowledge extraction errors - } - }); - - return { - pagesWithEntities, - pagesWithTopics, - pagesWithActions, - totalProcessedPages: websites.length, - }; -} - -function generateRecentActivity( - websites: any[], -): Array<{ date: string; pagesIndexed: number }> { - const activityMap = new Map(); - const now = new Date(); - - // Initialize last 7 days with 0 - for (let i = 6; i >= 0; i--) { - const date = new Date(now); - date.setDate(date.getDate() - i); - const dateStr = date.toISOString().split("T")[0]; - activityMap.set(dateStr, 0); - } - - // Count pages by date - websites.forEach((site) => { - try { - const metadata = site.metadata as website.WebsiteDocPartMeta; - const siteDate = metadata?.visitDate || metadata?.bookmarkDate; - - if (siteDate) { - const date = new Date(siteDate); - const dateStr = date.toISOString().split("T")[0]; - - if (activityMap.has(dateStr)) { - activityMap.set( - dateStr, - (activityMap.get(dateStr) || 0) + 1, - ); - } - } - } catch (error) { - // Skip sites with invalid dates - } - }); - - return Array.from(activityMap.entries()) - .map(([date, pagesIndexed]) => ({ date, pagesIndexed })) - .sort((a, b) => a.date.localeCompare(b.date)); -} - -export async function getAnalyticsData( - parameters: { - timeRange?: string; - includeQuality?: boolean; - includeProgress?: boolean; - topDomainsLimit?: number; - activityGranularity?: "day" | "week" | "month"; - }, - context: SessionContext, -): Promise { - try { - // Single coordinated data collection using Promise.all for efficiency - const [ - knowledgeStats, - topDomains, - activityTrends, - extractionAnalytics, - recentKnowledgeItems, - ] = await Promise.all([ - getDetailedKnowledgeStats( - { - includeQuality: parameters.includeQuality !== false, - includeProgress: parameters.includeProgress !== false, - timeRange: 30, - }, - context, - ), - getTopDomains( - { - limit: parameters.topDomainsLimit || 10, - }, - context, - ), - getActivityTrends( - { - timeRange: parameters.timeRange || "30d", - granularity: parameters.activityGranularity || "day", - }, - context, - ), - getExtractionAnalytics( - { - timeRange: parameters.timeRange || "30d", - }, - context, - ), - getRecentKnowledgeItems({ limit: 10, type: "all" }, context), - ]); - - // Get basic website statistics from websiteCollection - const websiteCollection = context.agentContext.websiteCollection; - let totalSites = 0; - let totalBookmarks = 0; - let totalHistory = 0; - let totalActions = 0; - - if (websiteCollection) { - const websites = websiteCollection.messages.getAll(); - totalSites = websites.length; - - // Count bookmarks vs history and total actions - websites.forEach((site) => { - const metadata = site.metadata as website.WebsiteDocPartMeta; - if (metadata?.bookmarkDate) { - totalBookmarks++; - } else { - totalHistory++; - } - - // Count actions in this site's knowledge - const knowledge = site.getKnowledge(); - if (knowledge) { - const actions = - (knowledge as any).actions || - (knowledge as any).detectedActions || - []; - if (Array.isArray(actions)) { - totalActions += actions.length; - } - } - }); - } - - return { - overview: { - totalSites, - totalBookmarks, - totalHistory, - topDomains: topDomains.domains?.length || 0, - knowledgeExtracted: knowledgeStats.totalPages || 0, - }, - knowledge: { - extractionProgress: knowledgeStats.extractionProgress || { - entityProgress: 0, - topicProgress: 0, - actionProgress: 0, - }, - qualityDistribution: knowledgeStats.qualityDistribution || { - highQuality: 0, - mediumQuality: 0, - lowQuality: 0, - }, - totalEntities: knowledgeStats.totalEntities || 0, - totalTopics: knowledgeStats.totalTopics || 0, - totalActions: totalActions, - totalRelationships: knowledgeStats.totalRelationships || 0, - recentItems: knowledgeStats.recentActivity || [], - recentEntities: recentKnowledgeItems.entities || [], - recentTopics: recentKnowledgeItems.topics || [], - recentActions: recentKnowledgeItems.actions || [], - recentRelationships: recentKnowledgeItems.relationships || [], - }, - domains: { - topDomains: topDomains.domains || [], - totalSites: topDomains.totalSites || 0, - }, - activity: { - trends: activityTrends.trends || [], - summary: activityTrends.summary || { - totalActivity: 0, - peakDay: null, - averagePerDay: 0, - timeRange: parameters.timeRange || "30d", - }, - }, - analytics: { - extractionMetrics: extractionAnalytics.analytics || {}, - qualityReport: extractionAnalytics.analytics || {}, - }, - }; - } catch (error) { - console.error("Error aggregating analytics data:", error); - // Return empty analytics data on error - return { - overview: { - totalSites: 0, - totalBookmarks: 0, - totalHistory: 0, - topDomains: 0, - knowledgeExtracted: 0, - }, - knowledge: { - extractionProgress: { - entityProgress: 0, - topicProgress: 0, - actionProgress: 0, - }, - qualityDistribution: { - highQuality: 0, - mediumQuality: 0, - lowQuality: 0, - }, - totalEntities: 0, - totalTopics: 0, - totalActions: 0, - totalRelationships: 0, - recentItems: [], - }, - domains: { - topDomains: [], - totalSites: 0, - }, - activity: { - trends: [], - summary: { - totalActivity: 0, - peakDay: null, - averagePerDay: 0, - timeRange: parameters.timeRange || "30d", - }, - }, - analytics: { - extractionMetrics: {}, - qualityReport: {}, - }, - }; - } -} - -export async function getKnowledgeGraphStatus( - parameters: {}, - context: SessionContext, -): Promise<{ - hasGraph: boolean; - entityCount: number; - relationshipCount: number; - communityCount: number; - isBuilding: boolean; - error?: string; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - debug("website collection not found"); - return { - hasGraph: false, - entityCount: 0, - relationshipCount: 0, - communityCount: 0, - isBuilding: false, - error: "Website collection not available", - }; - } - - // Check if relationships and communities tables exist - if ( - !websiteCollection.relationships || - !websiteCollection.communities - ) { - // Tables not initialized, no graph exists - return { - hasGraph: false, - entityCount: 0, - relationshipCount: 0, - communityCount: 0, - isBuilding: false, - }; - } - - // Get entity count from knowledge entities table - let entityCount = 0; - try { - if (websiteCollection.knowledgeEntities) { - entityCount = ( - websiteCollection.knowledgeEntities as any - ).getTotalEntityCount(); - } - } catch (error) { - console.warn("Failed to get entity count:", error); - } - - // Get relationship count - let relationshipCount = 0; - try { - const relationships = - websiteCollection.relationships.getAllRelationships(); - relationshipCount = relationships.length; - } catch (error) { - console.warn("Failed to get relationship count:", error); - } - - // Get community count - let communityCount = 0; - try { - const communities = - websiteCollection.communities.getAllCommunities(); - communityCount = communities.length; - } catch (error) { - console.warn("Failed to get community count:", error); - } - - // Determine if graph exists based on actual data - const hasGraph = relationshipCount > 0 || entityCount > 0; - - return { - hasGraph: hasGraph, - entityCount, - relationshipCount, - communityCount, - isBuilding: false, - }; - } catch (error) { - console.error("Error getting knowledge graph status:", error); - return { - hasGraph: false, - entityCount: 0, - relationshipCount: 0, - communityCount: 0, - isBuilding: false, - error: error instanceof Error ? error.message : "Unknown error", - }; - } -} - -export async function buildKnowledgeGraph( - parameters: {}, - context: SessionContext, -): Promise<{ - success: boolean; - message?: string; - error?: string; - stats?: { - entitiesFound: number; - relationshipsCreated: number; - communitiesDetected: number; - timeElapsed: number; - }; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - success: false, - error: "Website collection not available", - }; - } - - debug( - "[Knowledge Graph] Starting knowledge graph build with parameters:", - parameters, - ); - - const startTime = Date.now(); - await websiteCollection.buildGraph(); - const timeElapsed = Date.now() - startTime; - - // Get stats directly from websiteCollection using existing status method - const status = await getKnowledgeGraphStatus({}, context); - - const stats = { - entitiesFound: status.entityCount, - relationshipsCreated: status.relationshipCount, - communitiesDetected: status.communityCount, - timeElapsed: timeElapsed, - }; - - debug("[Knowledge Graph] Build completed:", stats); - - return { - success: true, - message: `Knowledge graph build completed in ${timeElapsed}ms`, - stats, - }; - } catch (error) { - console.error("[Knowledge Graph] Error building:", error); - return { - success: false, - error: error instanceof Error ? error.message : "Unknown error", - }; - } -} - -export async function rebuildKnowledgeGraph( - parameters: {}, - context: SessionContext, -): Promise<{ - success: boolean; - message?: string; - error?: string; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - success: false, - error: "Website collection not available", - }; - } - - // Clear existing graph data and rebuild - try { - // Clear existing graph tables if they exist - if (websiteCollection.relationships) { - websiteCollection.relationships.clear(); - } - if (websiteCollection.communities) { - websiteCollection.communities.clear(); - } - } catch (clearError) { - // Continue even if clearing fails, as the rebuild might overwrite - console.warn("Failed to clear existing graph data:", clearError); - } - - // Rebuild the knowledge graph - await websiteCollection.buildGraph(); - - return { - success: true, - message: "Knowledge graph rebuilt successfully", - }; - } catch (error) { - console.error("Error rebuilding knowledge graph:", error); - return { - success: false, - error: error instanceof Error ? error.message : "Unknown error", - }; - } -} - -export async function getAllRelationships( - parameters: {}, - context: SessionContext, -): Promise<{ - relationships: any[]; - error?: string; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - relationships: [], - error: "Website collection not available", - }; - } - - const relationships = - websiteCollection.relationships?.getAllRelationships() || []; - - // Apply same optimization as getGlobalImportanceLayer for consistency - const optimizedRelationships = relationships.map((rel: any) => ({ - rowId: rel.rowId, - fromEntity: rel.fromEntity, - toEntity: rel.toEntity, - relationshipType: rel.relationshipType, - confidence: rel.confidence, - // Deduplicate sources using Set, then limit to first 3 entries - sources: rel.sources - ? typeof rel.sources === "string" - ? Array.from(new Set(JSON.parse(rel.sources))).slice(0, 3) - : Array.isArray(rel.sources) - ? Array.from(new Set(rel.sources)).slice(0, 3) - : rel.sources - : undefined, - count: rel.count, - })); - - return { - relationships: optimizedRelationships, - }; - } catch (error) { - console.error("Error getting all relationships:", error); - return { - relationships: [], - error: error instanceof Error ? error.message : "Unknown error", - }; - } -} - -export async function getAllCommunities( - parameters: {}, - context: SessionContext, -): Promise<{ - communities: any[]; - error?: string; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - communities: [], - error: "Website collection not available", - }; - } - - const communities = - websiteCollection.communities?.getAllCommunities() || []; - - return { - communities: communities, - }; - } catch (error) { - console.error("Error getting all communities:", error); - return { - communities: [], - error: error instanceof Error ? error.message : "Unknown error", - }; - } -} - -// Simple in-memory cache for graph data -interface GraphCache { - entities: any[]; - relationships: any[]; - communities: any[]; - entityMetrics: any[]; - lastUpdated: number; - isValid: boolean; -} - -// Cache storage attached to websiteCollection -function getGraphCache(websiteCollection: any): GraphCache | null { - return (websiteCollection as any).__graphCache || null; -} - -function setGraphCache(websiteCollection: any, cache: GraphCache): void { - (websiteCollection as any).__graphCache = cache; -} - -// Ensure graph data is cached for fast access -async function ensureGraphCache(websiteCollection: any): Promise { - const cache = getGraphCache(websiteCollection); - const CACHE_TTL = 5 * 60 * 1000; // 5 minutes - - // Check if cache is valid - if (cache && cache.isValid && Date.now() - cache.lastUpdated < CACHE_TTL) { - debug("[Knowledge Graph] Using valid cached graph data"); - return; - } - - debug("[Knowledge Graph] Building in-memory cache for graph data"); - - try { - // Fetch raw data - const entities = - (websiteCollection.knowledgeEntities as any)?.getTopEntities( - 5000, - ) || []; - const relationships = - websiteCollection.relationships?.getAllRelationships() || []; - const communities = - websiteCollection.communities?.getAllCommunities() || []; - - // Calculate metrics - const entityMetrics = calculateEntityMetrics( - entities, - relationships, - communities, - ); - - // Store in cache - const newCache: GraphCache = { - entities: entities, - relationships: relationships, - communities: communities, - entityMetrics: entityMetrics, - lastUpdated: Date.now(), - isValid: true, - }; - - setGraphCache(websiteCollection, newCache); - - debug( - `[Knowledge Graph] Cached ${entities.length} entities, ${relationships.length} relationships, ${communities.length} communities`, - ); - } catch (error) { - console.error("[Knowledge Graph] Failed to build cache:", error); - - // Mark cache as invalid but keep existing data if available - const existingCache = getGraphCache(websiteCollection); - if (existingCache) { - existingCache.isValid = false; - } - } -} - -export async function getAllEntitiesWithMetrics( - parameters: {}, - context: SessionContext, -): Promise<{ - entities: any[]; - error?: string; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - entities: [], - error: "Website collection not available", - }; - } - - // Ensure cache is populated - await ensureGraphCache(websiteCollection); - - // Get cached data - const cache = getGraphCache(websiteCollection); - if (cache && cache.isValid && cache.entityMetrics.length > 0) { - debug( - `[Knowledge Graph] Using cached entity data: ${cache.entityMetrics.length} entities`, - ); - - // Apply entity optimization similar to getGlobalImportanceLayer - const optimizedEntities = cache.entityMetrics.map( - (entity: any) => ({ - id: entity.id || entity.name, - name: entity.name, - type: entity.type || "entity", - confidence: entity.confidence || 0.5, - count: entity.count, - degree: entity.degree, - importance: entity.importance, - communityId: entity.communityId, - size: entity.size, - }), - ); - - return { - entities: optimizedEntities, - }; - } - - // Fallback to live computation if no cache - debug( - "[Knowledge Graph] Cache not available, computing entities with metrics", - ); - const entities = - (websiteCollection.knowledgeEntities as any)?.getTopEntities( - 5000, - ) || []; - const relationships = - websiteCollection.relationships?.getAllRelationships() || []; - const communities = - websiteCollection.communities?.getAllCommunities() || []; - - const entityMetrics = calculateEntityMetrics( - entities, - relationships, - communities, - ); - - const optimizedEntities = entityMetrics.map((entity: any) => ({ - id: entity.id || entity.name, - name: entity.name, - type: entity.type || "entity", - confidence: entity.confidence || 0.5, - count: entity.count, - degree: entity.degree, - importance: entity.importance, - communityId: entity.communityId, - size: entity.size, - })); - - return { - entities: optimizedEntities, - }; - } catch (error) { - console.error("Error getting all entities with metrics:", error); - return { - entities: [], - error: error instanceof Error ? error.message : "Unknown error", - }; - } -} - -export async function getEntityNeighborhood( - parameters: { - entityId: string; - depth?: number; - maxNodes?: number; - }, - context: SessionContext, -): Promise<{ - centerEntity?: any; - neighbors: any[]; - relationships: any[]; - searchData?: any; - metadata?: any; - error?: string; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - neighbors: [], - relationships: [], - error: "Website collection not available", - }; - } - - const { entityId, depth = 2, maxNodes = 100 } = parameters; - - // Ensure cache is populated - await ensureGraphCache(websiteCollection); - - // Get cached data - const cache = getGraphCache(websiteCollection); - if (!cache || !cache.isValid) { - return { - neighbors: [], - relationships: [], - error: "Graph cache not available", - }; - } - - debug( - `[Knowledge Graph] Performing BFS for entity "${entityId}" (depth: ${depth}, maxNodes: ${maxNodes})`, - ); - - // Perform BFS to find neighborhood - const neighborhoodResult = performBFS( - entityId, - cache.entityMetrics, - cache.relationships, - depth, - maxNodes, - ); - - if (!neighborhoodResult.centerEntity) { - const searchNeibhbors = await searchByEntities( - { entities: [entityId], maxResults: 20 }, - context, - ); - - if (searchNeibhbors) { - return { - centerEntity: { - id: entityId, - name: entityId, - type: "entity", - confidence: 0.5, - count: 1, - }, - neighbors: searchNeibhbors.relatedEntities || [], - relationships: [], - searchData: { - relatedEntities: searchNeibhbors?.relatedEntities || [], - topTopics: searchNeibhbors?.topTopics || [], - websites: searchNeibhbors?.websites || [], - }, - metadata: { - source: "in_memory_cache", - queryDepth: depth, - maxNodes: maxNodes, - actualNodes: - (searchNeibhbors?.relatedEntities?.length || 0) + 1, - actualEdges: 0, - searchEnrichment: { - relatedEntities: - searchNeibhbors?.relatedEntities?.length || 0, - topTopics: searchNeibhbors?.topTopics?.length || 0, - websites: searchNeibhbors?.websites?.length || 0, - }, - }, - }; - } else { - return { - neighbors: [], - relationships: [], - error: `Entity "${entityId}" not found`, - }; - } - } - - // Get search enrichment for topics and related entities - let searchData: any = null; - try { - const searchResults = await searchByEntities( - { entities: [entityId], maxResults: 20 }, - context, - ); - - if (searchResults) { - searchData = { - websites: searchResults.websites?.slice(0, 15) || [], - relatedEntities: - searchResults.relatedEntities?.slice(0, 15) || [], - topTopics: searchResults.topTopics?.slice(0, 10) || [], - }; - - debug( - `[Knowledge Graph] Search enrichment found: ${searchData.websites.length} websites, ${searchData.relatedEntities.length} related entities, ${searchData.topTopics.length} topics`, - ); - } - } catch (searchError) { - console.warn( - `[Knowledge Graph] Search enrichment failed:`, - searchError, - ); - } - - // Optimize relationships (same as other functions) - const optimizedRelationships = neighborhoodResult.relationships.map( - (rel: any) => ({ - rowId: rel.rowId, - fromEntity: rel.fromEntity, - toEntity: rel.toEntity, - relationshipType: rel.relationshipType, - confidence: rel.confidence, - sources: rel.sources - ? typeof rel.sources === "string" - ? Array.from(new Set(JSON.parse(rel.sources))).slice( - 0, - 3, - ) - : Array.isArray(rel.sources) - ? Array.from(new Set(rel.sources)).slice(0, 3) - : rel.sources - : undefined, - count: rel.count, - }), - ); - - // Optimize entities (centerEntity and neighbors) - const optimizeEntity = (entity: any) => - entity - ? { - id: entity.id || entity.name, - name: entity.name, - type: entity.type || "entity", - confidence: entity.confidence || 0.5, - count: entity.count, - degree: entity.degree, - importance: entity.importance, - communityId: entity.communityId, - size: entity.size, - } - : null; - - const optimizedResult = { - centerEntity: optimizeEntity(neighborhoodResult.centerEntity), - neighbors: neighborhoodResult.neighbors.map(optimizeEntity), - relationships: optimizedRelationships, - searchData: { - relatedEntities: searchData?.relatedEntities || [], - topTopics: searchData?.topTopics || [], - websites: searchData?.websites || [], - }, - metadata: { - source: "in_memory_cache", - queryDepth: depth, - maxNodes: maxNodes, - actualNodes: neighborhoodResult.neighbors.length + 1, - actualEdges: neighborhoodResult.relationships.length, - searchEnrichment: { - relatedEntities: searchData?.relatedEntities?.length || 0, - topTopics: searchData?.topTopics?.length || 0, - websites: searchData?.websites?.length || 0, - }, - }, - }; - - return optimizedResult; - } catch (error) { - console.error("Error getting entity neighborhood:", error); - return { - neighbors: [], - relationships: [], - error: error instanceof Error ? error.message : "Unknown error", - }; - } -} - -// BFS implementation for finding entity neighborhood -function performBFS( - entityId: string, - entities: any[], - relationships: any[], - maxDepth: number, - maxNodes: number, -): { - centerEntity?: any; - neighbors: any[]; - relationships: any[]; -} { - // Find center entity (case insensitive) - const centerEntity = entities.find( - (e) => - e.name?.toLowerCase() === entityId.toLowerCase() || - e.id?.toLowerCase() === entityId.toLowerCase(), - ); - - if (!centerEntity) { - return { neighbors: [], relationships: [] }; - } - - // Build adjacency map for fast lookups - const adjacencyMap = new Map(); - const relationshipMap = new Map(); - - relationships.forEach((rel) => { - const fromName = rel.fromEntity || rel.from; - const toName = rel.toEntity || rel.to; - - if (fromName && toName) { - // Normalize entity names for lookup - const fromKey = fromName.toLowerCase(); - const toKey = toName.toLowerCase(); - - if (!adjacencyMap.has(fromKey)) adjacencyMap.set(fromKey, []); - if (!adjacencyMap.has(toKey)) adjacencyMap.set(toKey, []); - - adjacencyMap.get(fromKey)!.push(toKey); - adjacencyMap.get(toKey)!.push(fromKey); - - const relKey = `${fromKey}-${toKey}`; - const relKey2 = `${toKey}-${fromKey}`; - relationshipMap.set(relKey, rel); - relationshipMap.set(relKey2, rel); - } - }); - - // BFS traversal - const visited = new Set(); - const queue: Array<{ entityName: string; depth: number }> = []; - const result = { - neighbors: [] as any[], - relationships: [] as any[], - }; - - const centerKey = - centerEntity.name?.toLowerCase() || centerEntity.id?.toLowerCase(); - queue.push({ entityName: centerKey, depth: 0 }); - visited.add(centerKey); - - while (queue.length > 0 && result.neighbors.length < maxNodes) { - const current = queue.shift()!; - - if (current.depth > 0) { - // Find the actual entity object - const entity = entities.find( - (e) => - e.name?.toLowerCase() === current.entityName || - e.id?.toLowerCase() === current.entityName, - ); - - if (entity) { - result.neighbors.push(entity); - } - } - - if (current.depth < maxDepth) { - const neighbors = adjacencyMap.get(current.entityName) || []; - - for (const neighborKey of neighbors) { - if ( - !visited.has(neighborKey) && - result.neighbors.length < maxNodes - ) { - visited.add(neighborKey); - queue.push({ - entityName: neighborKey, - depth: current.depth + 1, - }); - - // Add relationship - const relKey = `${current.entityName}-${neighborKey}`; - const relationship = relationshipMap.get(relKey); - if ( - relationship && - !result.relationships.find( - (r) => r.rowId === relationship.rowId, - ) - ) { - result.relationships.push(relationship); - } - } - } - } - } - - // add relationships between neighbors - for (let i = 0; i < result.neighbors.length; i++) { - for (let j = i + 1; j < result.neighbors.length; j++) { - const neighborA = result.neighbors[i]; - const neighborB = result.neighbors[j]; - const relKey = `${neighborA.name?.toLowerCase() || neighborA.id?.toLowerCase()}-${neighborB.name?.toLowerCase() || neighborB.id?.toLowerCase()}`; - const relationship = relationshipMap.get(relKey); - if ( - relationship && - !result.relationships.find( - (r) => r.rowId === relationship.rowId, - ) - ) { - result.relationships.push(relationship); - } - } - } - - return { - centerEntity, - neighbors: result.neighbors, - relationships: result.relationships, - }; -} - -function calculateEntityMetrics( - entities: any[], - relationships: any[], - communities: any[], -): any[] { - const entityMap = new Map(); - const degreeMap = new Map(); - const communityMap = new Map(); - - entities.forEach((entity) => { - const entityName = entity.entityName || entity.name; - entityMap.set(entityName, { - id: entityName, - name: entityName, - type: entity.entityType || entity.type || "entity", - confidence: entity.confidence || 0.5, - count: entity.count || 1, - }); - degreeMap.set(entityName, 0); - }); - - communities.forEach((community, index) => { - let communityEntities: string[] = []; - try { - communityEntities = - typeof community.entities === "string" - ? JSON.parse(community.entities) - : Array.isArray(community.entities) - ? community.entities - : []; - } catch (e) { - communityEntities = []; - } - - communityEntities.forEach((entityName) => { - communityMap.set(entityName, community.id || `community_${index}`); - }); - }); - - relationships.forEach((rel) => { - const from = rel.fromEntity; - const to = rel.toEntity; - - if (degreeMap.has(from)) { - degreeMap.set(from, degreeMap.get(from)! + 1); - } else { - debug( - `[DEBUG-Backend] Warning: fromEntity '${from}' not found in degreeMap`, - ); - } - if (degreeMap.has(to)) { - degreeMap.set(to, degreeMap.get(to)! + 1); - } else { - debug( - `[DEBUG-Backend] Warning: toEntity '${to}' not found in degreeMap`, - ); - } - }); - - // Debug: Show degree map statistics - const degreeValues = Array.from(degreeMap.values()); - const nonZeroDegrees = degreeValues.filter((d) => d > 0); - debug( - `[DEBUG-Backend] Degree map stats: total entities=${degreeValues.length}, nonZero=${nonZeroDegrees.length}, max=${Math.max(...degreeValues)}`, - ); - if (nonZeroDegrees.length > 0 && nonZeroDegrees.length <= 10) { - debug( - `[DEBUG-Backend] Non-zero degrees:`, - Array.from(degreeMap.entries()).filter(([, v]) => v > 0), - ); - } - - const maxDegree = Math.max(...Array.from(degreeMap.values())) || 1; - - debug( - `[DEBUG-Backend] calculateEntityMetrics: entityCount=${entities.length}, relationshipCount=${relationships.length}, maxDegree=${maxDegree}`, - ); - - const results = Array.from(entityMap.values()).map((entity) => { - const degree = degreeMap.get(entity.name) || 0; - const importance = degree / maxDegree; - return { - ...entity, - degree: degree, - importance: importance, - communityId: communityMap.get(entity.name) || "default", - size: Math.max(8, Math.min(40, 8 + Math.sqrt(degree * 3))), - }; - }); - - return results; -} - -// ============================================================================ -// Hierarchical Partitioned Loading API Methods -// ============================================================================ - -interface ImportanceLevel { - level: 1 | 2 | 3 | 4; - threshold: number; - maxNodes: number; - description: string; -} - -const IMPORTANCE_LEVELS: ImportanceLevel[] = [ - { - level: 1, - threshold: 0.8, - maxNodes: 1000, - description: "Critical Nodes Only", - }, - { - level: 2, - threshold: 0.5, - maxNodes: 5000, - description: "Important Nodes", - }, - { level: 3, threshold: 0.2, maxNodes: 15000, description: "Most Nodes" }, - { level: 4, threshold: 0.0, maxNodes: 50000, description: "All Nodes" }, -]; - -export async function getGlobalImportanceLayer( - parameters: { - maxNodes?: number; - minImportanceThreshold?: number; - includeConnectivity?: boolean; - }, - context: SessionContext, -): Promise<{ - entities: any[]; - relationships: any[]; - metadata: any; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - console.log(`[ServerPerf] No website collection available`); - return { - entities: [], - relationships: [], - metadata: { - totalEntitiesInSystem: 0, - selectedEntityCount: 0, - coveragePercentage: 0, - importanceThreshold: 0, - layer: "global_importance", - }, - }; - } - - // Ensure cache is populated - await ensureGraphCache(websiteCollection); - - // Get cached data - const cache = getGraphCache(websiteCollection); - - if (!cache || !cache.isValid) { - console.log( - `[ServerPerf] Cache validation failed: ${JSON.stringify({ - hasCache: !!cache, - isValid: cache?.isValid, - })}`, - ); - return { - entities: [], - relationships: [], - metadata: { - error: "Graph cache not available", - layer: "global_importance", - }, - }; - } - - // Get all entities and calculate metrics - const allEntities = cache.entityMetrics || []; - const allRelationships = cache.relationships || []; - const communities = cache.communities || []; - - if (allEntities.length === 0) { - return { - entities: [], - relationships: [], - metadata: { - totalEntitiesInSystem: 0, - selectedEntityCount: 0, - coveragePercentage: 0, - importanceThreshold: 0, - layer: "global_importance", - }, - }; - } - - const entitiesWithMetrics = calculateEntityMetrics( - allEntities, - allRelationships, - communities, - ); - - // Sort by importance and select top nodes - const maxNodes = parameters.maxNodes || 500; - const sortedEntities = entitiesWithMetrics.sort( - (a, b) => (b.importance || 0) - (a.importance || 0), - ); - - let selectedEntities = sortedEntities.slice(0, maxNodes); - // Ensure connectivity by adding bridge nodes if needed - if (parameters.includeConnectivity !== false) { - selectedEntities = ensureGlobalConnectivity( - selectedEntities, - allRelationships, - maxNodes, - ); - } - - // Get all relationships between selected entities - const selectedEntityNames = new Set( - selectedEntities.map((e) => e.name), - ); - const selectedRelationships = allRelationships.filter( - (rel: any) => - selectedEntityNames.has(rel.fromEntity) && - selectedEntityNames.has(rel.toEntity), - ); - - const metadata = { - totalEntitiesInSystem: allEntities.length, - selectedEntityCount: selectedEntities.length, - coveragePercentage: - (selectedEntities.length / allEntities.length) * 100, - importanceThreshold: - selectedEntities[selectedEntities.length - 1]?.importance || 0, - connectedComponents: analyzeConnectivity( - selectedEntities, - selectedRelationships, - ), - layer: "global_importance", - }; - - const optimizedRelationships = selectedRelationships.map( - (rel: any) => ({ - rowId: rel.rowId, - fromEntity: rel.fromEntity, - toEntity: rel.toEntity, - relationshipType: rel.relationshipType, - confidence: rel.confidence, - // Deduplicate sources using Set, then limit to first 3 entries - sources: rel.sources - ? typeof rel.sources === "string" - ? Array.from(new Set(JSON.parse(rel.sources))).slice( - 0, - 3, - ) - : Array.isArray(rel.sources) - ? Array.from(new Set(rel.sources)).slice(0, 3) - : rel.sources - : undefined, - count: rel.count, - }), - ); - - const optimizedEntities = selectedEntities.map((entity: any) => ({ - id: entity.id || entity.name, - name: entity.name, - type: entity.type || "entity", - confidence: entity.confidence || 0.5, - count: entity.count, - degree: entity.degree, - importance: entity.importance, - communityId: entity.communityId, - size: entity.size, - })); - - return { - entities: optimizedEntities, - relationships: optimizedRelationships, - metadata: metadata, - }; - } catch (error) { - console.error("Error getting global importance layer:", error); - return { - entities: [], - relationships: [], - metadata: { - error: error instanceof Error ? error.message : "Unknown error", - layer: "global_importance", - }, - }; - } -} - -export async function getViewportBasedNeighborhood( - parameters: { - centerEntity: string; - viewportNodeNames: string[]; - maxNodes?: number; - importanceWeighting?: boolean; - includeGlobalContext?: boolean; - exploreFromAllViewportNodes?: boolean; - minDepthFromViewport?: number; - }, - context: SessionContext, -): Promise<{ - entities: any[]; - relationships: any[]; - metadata: any; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { - entities: [], - relationships: [], - metadata: { - error: "Website collection not available", - layer: "viewport_neighborhood", - }, - }; - } - - // Ensure cache is populated - await ensureGraphCache(websiteCollection); - - // Get cached data - const cache = getGraphCache(websiteCollection); - if (!cache || !cache.isValid) { - return { - entities: [], - relationships: [], - metadata: { - error: "Graph cache not available", - layer: "viewport_neighborhood", - }, - }; - } - - const allEntities = cache.entityMetrics || []; - const allRelationships = cache.relationships || []; - const communities = cache.communities || []; - - const entitiesWithMetrics = calculateEntityMetrics( - allEntities, - allRelationships, - communities, - ); - const maxNodes = parameters.maxNodes || 500; - const minDepthFromViewport = parameters.minDepthFromViewport || 1; - const exploreFromAll = parameters.exploreFromAllViewportNodes !== false; - - // Find center entity - const centerEntity = entitiesWithMetrics.find( - (e) => - e.name?.toLowerCase() === - parameters.centerEntity.toLowerCase() || - e.id?.toLowerCase() === parameters.centerEntity.toLowerCase(), - ); - - if (!centerEntity) { - return { - entities: [], - relationships: [], - metadata: { - error: "Center entity not found", - layer: "viewport_neighborhood", - }, - }; - } - - // Find viewport entities - const viewportEntities: any[] = []; - const viewportNodeNamesLower = (parameters.viewportNodeNames || []).map( - (name) => name.toLowerCase(), - ); - - for (const nodeName of viewportNodeNamesLower) { - const entity = entitiesWithMetrics.find( - (e) => - e.name?.toLowerCase() === nodeName || - e.id?.toLowerCase() === nodeName, - ); - if (entity) { - viewportEntities.push(entity); - } - } - - if ( - viewportEntities.length === 0 && - parameters.viewportNodeNames && - parameters.viewportNodeNames.length > 0 - ) { - console.warn( - `No viewport entities found from ${parameters.viewportNodeNames.length} names`, - ); - } - - // Build adjacency map with importance weighting - const adjacencyMap = buildImportanceWeightedAdjacency( - entitiesWithMetrics, - allRelationships, - ); - - // Start with center entity and viewport entities as initial set - const initialEntities = [centerEntity, ...viewportEntities]; - const visited = new Set(); - const result: any[] = []; - - // Add all initial entities to result and visited set - initialEntities.forEach((entity) => { - if (!visited.has(entity.name.toLowerCase())) { - visited.add(entity.name.toLowerCase()); - result.push(entity); - } - }); - - // BFS queue: [entity, depth from nearest viewport node, source] - type QueueItem = { - entity: any; - depth: number; - importance: number; - source: string; - }; - const queue: QueueItem[] = []; - - // Initialize queue with neighbors of all initial entities - if (exploreFromAll) { - // Explore from all viewport nodes simultaneously - initialEntities.forEach((startEntity) => { - const neighbors = - adjacencyMap.get(startEntity.name.toLowerCase()) || []; - neighbors.forEach((neighbor) => { - if (!visited.has(neighbor.entity.name.toLowerCase())) { - queue.push({ - entity: neighbor.entity, - depth: 1, - importance: neighbor.importance, - source: startEntity.name, - }); - } - }); - }); - } else { - // Only explore from center entity - const centerNeighbors = - adjacencyMap.get(centerEntity.name.toLowerCase()) || []; - centerNeighbors.forEach((neighbor) => { - if (!visited.has(neighbor.entity.name.toLowerCase())) { - queue.push({ - entity: neighbor.entity, - depth: 1, - importance: neighbor.importance, - source: centerEntity.name, - }); - } - }); - } - - // Sort queue by importance if weighting is enabled - if (parameters.importanceWeighting !== false) { - queue.sort((a, b) => b.importance - a.importance); - } - - // Expand neighborhood using BFS - let actualMaxDepth = 0; - while (queue.length > 0 && result.length < maxNodes) { - const current = queue.shift()!; - - // Skip if already visited or depth exceeds minimum - if (visited.has(current.entity.name.toLowerCase())) continue; - if (current.depth < minDepthFromViewport) { - // Still need to explore neighbors even if not adding this node yet - const neighbors = - adjacencyMap.get(current.entity.name.toLowerCase()) || []; - neighbors.forEach((neighbor) => { - if (!visited.has(neighbor.entity.name.toLowerCase())) { - queue.push({ - entity: neighbor.entity, - depth: current.depth + 1, - importance: neighbor.importance, - source: current.source, - }); - } - }); - - // Re-sort if importance weighting is enabled - if (parameters.importanceWeighting !== false) { - queue.sort((a, b) => b.importance - a.importance); - } - continue; - } - - // Add to result - visited.add(current.entity.name.toLowerCase()); - result.push(current.entity); - actualMaxDepth = Math.max(actualMaxDepth, current.depth); - - // Add neighbors to queue - const neighbors = - adjacencyMap.get(current.entity.name.toLowerCase()) || []; - neighbors.forEach((neighbor) => { - if (!visited.has(neighbor.entity.name.toLowerCase())) { - queue.push({ - entity: neighbor.entity, - depth: current.depth + 1, - importance: neighbor.importance, - source: current.source, - }); - } - }); - - // Re-sort queue by importance after adding new neighbors - if (parameters.importanceWeighting !== false) { - queue.sort((a, b) => b.importance - a.importance); - } - } - - // Optionally include global context nodes - if (parameters.includeGlobalContext) { - const availableSlots = maxNodes - result.length; - if (availableSlots > 0) { - const resultNames = new Set(result.map((e) => e.name)); - const globalNodes = entitiesWithMetrics - .filter((e) => !resultNames.has(e.name)) - .sort((a, b) => (b.importance || 0) - (a.importance || 0)) - .slice( - 0, - Math.min( - availableSlots, - Math.floor(availableSlots * 0.1), - ), - ); // Add up to 10% global context - result.push(...globalNodes); - } - } - - // Get relationships between all included entities - const entityNames = new Set(result.map((e) => e.name)); - const neighborhoodRelationships = allRelationships.filter( - (rel: any) => - entityNames.has(rel.fromEntity) && - entityNames.has(rel.toEntity), - ); - - return { - entities: result, - relationships: neighborhoodRelationships, - metadata: { - centerEntity: centerEntity.name, - viewportEntities: viewportEntities.map((e) => e.name), - viewportNodesFound: viewportEntities.length, - viewportNodesRequested: - parameters.viewportNodeNames?.length || 0, - actualDepth: actualMaxDepth, - entityCount: result.length, - relationshipCount: neighborhoodRelationships.length, - importanceRange: - result.length > 0 - ? { - min: Math.min( - ...result.map((e) => e.importance || 0), - ), - max: Math.max( - ...result.map((e) => e.importance || 0), - ), - } - : { min: 0, max: 0 }, - exploreFromAllViewportNodes: exploreFromAll, - minDepthFromViewport: minDepthFromViewport, - layer: "viewport_neighborhood", - }, - }; - } catch (error) { - console.error("Error getting viewport-based neighborhood:", error); - return { - entities: [], - relationships: [], - metadata: { - error: error instanceof Error ? error.message : "Unknown error", - layer: "viewport_neighborhood", - }, - }; - } -} - -export async function getImportanceStatistics( - parameters: {}, - context: SessionContext, -): Promise<{ - distribution: number[]; - recommendedLevel: number; - levelPreview: Array<{ level: number; nodeCount: number; coverage: number }>; -}> { - try { - const websiteCollection = context.agentContext.websiteCollection; - - if (!websiteCollection) { - return { distribution: [], recommendedLevel: 1, levelPreview: [] }; - } - - // Ensure cache is populated - await ensureGraphCache(websiteCollection); - - // Get cached data - const cache = getGraphCache(websiteCollection); - if (!cache || !cache.isValid) { - return { distribution: [], recommendedLevel: 1, levelPreview: [] }; - } - - const entities = cache.entityMetrics || []; - const relationships = cache.relationships || []; - const communities = cache.communities || []; - - const entitiesWithMetrics = calculateEntityMetrics( - entities, - relationships, - communities, - ); - - // Calculate importance distribution - const importanceScores = entitiesWithMetrics - .map((e) => e.importance || 0) - .sort((a, b) => b - a); - - // Preview node counts at each level - const levelPreviews = IMPORTANCE_LEVELS.map((level) => ({ - level: level.level, - nodeCount: importanceScores.filter( - (score) => score >= level.threshold, - ).length, - coverage: - importanceScores.filter((score) => score >= level.threshold) - .length / importanceScores.length, - })); - - // Recommend level based on graph size - const totalNodes = entities.length; - const recommendedLevel = - totalNodes > 25000 - ? 1 - : totalNodes > 10000 - ? 2 - : totalNodes > 3000 - ? 3 - : 4; - - return { - distribution: calculateDistributionPercentiles(importanceScores), - recommendedLevel, - levelPreview: levelPreviews, - }; - } catch (error) { - console.error("Error getting importance statistics:", error); - return { distribution: [], recommendedLevel: 1, levelPreview: [] }; - } -} - -// Helper functions for hierarchical loading - -function ensureGlobalConnectivity( - importantEntities: any[], - allRelationships: any[], - maxNodes: number, -): any[] { - const components = findConnectedComponents( - importantEntities, - allRelationships, - ); - - // If multiple components, add bridge nodes to connect them - if (components.length > 1) { - const bridgeNodes = findBridgeNodes( - components, - allRelationships, - maxNodes - importantEntities.length, - ); - return [...importantEntities, ...bridgeNodes]; - } - - return importantEntities; -} - -function findConnectedComponents( - entities: any[], - relationships: any[], -): any[][] { - const entityNames = new Set(entities.map((e) => e.name)); - const adjacencyList = new Map(); - - // Build adjacency list - entities.forEach((entity) => adjacencyList.set(entity.name, [])); - relationships.forEach((rel) => { - if (entityNames.has(rel.fromEntity) && entityNames.has(rel.toEntity)) { - adjacencyList.get(rel.fromEntity)?.push(rel.toEntity); - adjacencyList.get(rel.toEntity)?.push(rel.fromEntity); - } - }); - - const visited = new Set(); - const components: any[][] = []; - - entities.forEach((entity) => { - if (!visited.has(entity.name)) { - const component: any[] = []; - const stack = [entity.name]; - - while (stack.length > 0) { - const current = stack.pop()!; - if (visited.has(current)) continue; - - visited.add(current); - const currentEntity = entities.find((e) => e.name === current); - if (currentEntity) component.push(currentEntity); - - const neighbors = adjacencyList.get(current) || []; - neighbors.forEach((neighbor) => { - if (!visited.has(neighbor)) { - stack.push(neighbor); - } - }); - } - - if (component.length > 0) { - components.push(component); - } - } - }); - - return components; -} - -function findBridgeNodes( - components: any[][], - allRelationships: any[], - maxBridgeNodes: number, -): any[] { - // Find nodes that connect different components - const bridgeNodes: any[] = []; - // Note: Bridge detection algorithm can be implemented here in the future - - // For now, return empty array - can be enhanced with actual bridge detection - return bridgeNodes; -} - -function analyzeConnectivity(entities: any[], relationships: any[]): any { - const components = findConnectedComponents(entities, relationships); - return { - componentCount: components.length, - largestComponentSize: Math.max(...components.map((c) => c.length)), - averageComponentSize: - components.reduce((sum, c) => sum + c.length, 0) / - components.length, - }; -} - -function buildImportanceWeightedAdjacency( - entities: any[], - relationships: any[], -): Map> { - const adjacencyMap = new Map< - string, - Array<{ entity: any; importance: number }> - >(); - const entityMap = new Map(); - - entities.forEach((entity) => { - entityMap.set(entity.name.toLowerCase(), entity); - adjacencyMap.set(entity.name.toLowerCase(), []); - }); - - relationships.forEach((rel) => { - const fromKey = rel.fromEntity.toLowerCase(); - const toKey = rel.toEntity.toLowerCase(); - - const fromEntity = entityMap.get(fromKey); - const toEntity = entityMap.get(toKey); - - if (fromEntity && toEntity) { - adjacencyMap.get(fromKey)?.push({ - entity: toEntity, - importance: toEntity.importance || 0, - }); - adjacencyMap.get(toKey)?.push({ - entity: fromEntity, - importance: fromEntity.importance || 0, - }); - } - }); - - return adjacencyMap; -} - -function calculateDistributionPercentiles( - importanceScores: number[], -): number[] { - if (importanceScores.length === 0) return []; - - const percentiles = [0, 0.1, 0.25, 0.5, 0.75, 0.9, 0.95, 0.99, 1.0]; - return percentiles.map((p) => { - const index = Math.floor(p * (importanceScores.length - 1)); - return importanceScores[index] || 0; - }); -} diff --git a/ts/packages/agents/browser/src/agent/knowledge/types/knowledgeTypes.mts b/ts/packages/agents/browser/src/agent/knowledge/types/knowledgeTypes.mts index 3ed96edd29..9fe2ce683a 100644 --- a/ts/packages/agents/browser/src/agent/knowledge/types/knowledgeTypes.mts +++ b/ts/packages/agents/browser/src/agent/knowledge/types/knowledgeTypes.mts @@ -115,14 +115,6 @@ export interface GraphCache { sourceVersion?: number; } -export interface TopicGraphCache { - topics: any[]; - relationships: any[]; - topicMetrics: any[]; - lastUpdated: number; - isValid: boolean; -} - export interface ImportanceLevel { entities: Array<{ id: string; diff --git a/ts/packages/agents/browser/src/agent/manifest.json b/ts/packages/agents/browser/src/agent/manifest.json index 8dfafc7fbf..53118497fb 100644 --- a/ts/packages/agents/browser/src/agent/manifest.json +++ b/ts/packages/agents/browser/src/agent/manifest.json @@ -4,12 +4,6 @@ "description": "Agent that allows you control an existing browser window", "localView": true, "allowDynamicAgents": true, - "indexingServices": { - "website": { - "serviceScript": "./dist/agent/indexing/browserIndexingService.js", - "description": "Enhanced website indexing with knowledge extraction" - } - }, "cachedActivities": { "browsingWebPage": "shared" }, diff --git a/ts/packages/agents/browser/src/agent/search/answerEnhancementAdapter.mts b/ts/packages/agents/browser/src/agent/search/answerEnhancementAdapter.mts deleted file mode 100644 index 4b3cf4e136..0000000000 --- a/ts/packages/agents/browser/src/agent/search/answerEnhancementAdapter.mts +++ /dev/null @@ -1,110 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { Website } from "@typeagent/website-memory"; -import { QueryAnalysis } from "./schema/queryAnalysis.mjs"; -import { AnswerEnhancement } from "./schema/answerEnhancement.mjs"; -import { AnswerGenerator } from "./answerGenerator.mjs"; -import { ContextBuilder } from "./utils/contextBuilder.mjs"; -import registerDebug from "debug"; - -const debug = registerDebug("typeagent:browser:answer-enhancement"); - -/** - * AnswerEnhancementAdapter generates dynamic AI summaries and smart follow-up suggestions - * in a single efficient LLM call, replacing static/templated responses. - */ -export class AnswerEnhancementAdapter { - private answerGenerator: AnswerGenerator; - private contextBuilder: ContextBuilder; - private isInitialized: boolean = false; - - constructor() { - this.answerGenerator = new AnswerGenerator(); - this.contextBuilder = new ContextBuilder(); - } - - /** - * Enhance search results with dynamic summary and smart follow-up suggestions - */ - async enhanceSearchResults( - originalQuery: string, - queryAnalysis: QueryAnalysis | undefined, - searchResults: Website[], - ): Promise { - try { - const startTime = Date.now(); - await this.ensureInitialized(); - - debug( - `Enhancing search results for query: "${originalQuery}" with ${searchResults.length} results`, - ); - - // Skip enhancement if no query analysis or insufficient results - if (!queryAnalysis || searchResults.length === 0) { - debug( - "Skipping enhancement: missing query analysis or no results", - ); - return undefined; - } - - // Build context from search results - const searchContext = this.contextBuilder.buildContext( - originalQuery, - searchResults, - ); - debug( - `Built context with ${searchContext.patterns.dominantDomains.length} domains`, - ); - - // Generate enhanced summary and follow-ups - const enhancement = await this.answerGenerator.generateEnhancement( - originalQuery, - queryAnalysis, - searchContext, - ); - - if (!enhancement) { - debug("Enhancement generation failed, skipping enhancement"); - return undefined; - } - - // Update generation time with actual elapsed time - const actualGenerationTime = Date.now() - startTime; - const finalEnhancement: AnswerEnhancement = { - ...enhancement, - generationTime: actualGenerationTime, - }; - - debug( - `Enhancement complete in ${actualGenerationTime}ms with confidence: ${finalEnhancement.confidence}`, - ); - debug( - `Generated summary with ${finalEnhancement.summary.keyFindings.length} key findings`, - ); - debug( - `Generated ${finalEnhancement.followups.length} follow-up suggestions`, - ); - - return finalEnhancement; - } catch (error) { - debug(`Error enhancing search results: ${error}`); - return undefined; // Let UI fall back to static content - } - } - - private async ensureInitialized(): Promise { - if (this.isInitialized) { - return; - } - - try { - // Generator initializes itself when first used - this.isInitialized = true; - debug("AnswerEnhancementAdapter initialized successfully"); - } catch (error) { - debug(`Failed to initialize AnswerEnhancementAdapter: ${error}`); - throw error; - } - } -} diff --git a/ts/packages/agents/browser/src/agent/search/answerGenerator.mts b/ts/packages/agents/browser/src/agent/search/answerGenerator.mts deleted file mode 100644 index 5ddc333580..0000000000 --- a/ts/packages/agents/browser/src/agent/search/answerGenerator.mts +++ /dev/null @@ -1,178 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { createJsonTranslator, TypeChatJsonTranslator } from "typechat"; -import { createTypeScriptJsonValidator } from "typechat/ts"; -import { openai as ai } from "@typeagent/aiclient"; -import { AnswerEnhancement } from "./schema/answerEnhancement.mjs"; -import { QueryAnalysis } from "./schema/queryAnalysis.mjs"; -import { SearchContext } from "./utils/contextBuilder.mjs"; -import registerDebug from "debug"; -import path from "path"; -import fs from "fs"; -import { getBrowserPackageFilePath } from "../utils/packageFilePath.mjs"; - -const debug = registerDebug("typeagent:browser:answer-generator"); - -function getSchemaFileContents(fileName: string): string { - return fs.readFileSync( - getBrowserPackageFilePath( - path.join("src", "agent", "search", "schema", fileName), - ), - "utf8", - ); -} - -/** - * AnswerGenerator creates both dynamic summary and smart follow-ups - * in a single LLM call for maximum efficiency and consistency - */ -export class AnswerGenerator { - private enhancementTranslator: TypeChatJsonTranslator | null = - null; - private isInitialized: boolean = false; - private schemaText: string; - - constructor() { - this.schemaText = getSchemaFileContents("answerEnhancement.mts"); - } - - /** - * Generate complete answer enhancement (summary + followups) in a single LLM call - */ - async generateEnhancement( - query: string, - queryAnalysis: QueryAnalysis, - searchContext: SearchContext, - ): Promise { - try { - await this.ensureInitialized(); - - if (!this.enhancementTranslator) { - debug( - "Enhancement translator not available, skipping generation", - ); - return undefined; - } - - debug(`Generating unified enhancement for query: "${query}"`); - - const prompt = this.buildEnhancementPrompt( - query, - queryAnalysis, - searchContext, - ); - const response = await this.enhancementTranslator.translate(prompt); - - if (!response.success) { - debug(`Enhancement generation failed: ${response.message}`); - return undefined; - } - - const enhancement = response.data; - debug( - `Generated enhancement with ${enhancement.followups.length} followups and confidence: ${enhancement.confidence}`, - ); - - return enhancement; - } catch (error) { - debug(`Error generating enhancement: ${error}`); - return undefined; - } - } - - private async ensureInitialized(): Promise { - if (this.isInitialized) { - return; - } - - try { - const model = ai.createJsonChatModel( - ai.apiSettingsFromEnv(ai.ModelType.Chat), - ["unifiedEnhancementGeneration"], - ); - - const validator = createTypeScriptJsonValidator( - this.schemaText, - "AnswerEnhancement", - ); - - this.enhancementTranslator = createJsonTranslator(model, validator); - this.isInitialized = true; - - debug("AnswerGenerator initialized successfully"); - } catch (error) { - debug(`Failed to initialize AnswerGenerator: ${error}`); - throw error; - } - } - - private buildEnhancementPrompt( - query: string, - queryAnalysis: QueryAnalysis, - searchContext: SearchContext, - ): string { - const basePrompt = `Generate a comprehensive answer enhancement for this user's search, including both a dynamic summary and smart follow-up suggestions. - -Original Query: "${query}" -Query Intent: ${queryAnalysis.intent.type} - ${queryAnalysis.intent.description} - -Search Context: -- Total Results: ${searchContext.totalResults} -- Dominant Domains: ${searchContext.patterns.dominantDomains.map((d) => d.domain).join(", ")} -- Time Range: ${searchContext.patterns.timeRange?.earliest} to ${searchContext.patterns.timeRange?.latest || "present"} - -Available Content: -${searchContext.results.map((result, i) => `${i + 1}. ${result.title} (${result.domain}): ${result.snippet}`).join("\n")} - -Generate a SINGLE complete "${this.enhancementTranslator?.validator.getTypeName()}" response using the typescript schema below. - -''' -${this.enhancementTranslator?.validator.getSchemaText()} -''' - -## INTENT-SPECIFIC GUIDANCE: -${this.getIntentSpecificGuidance(queryAnalysis.intent.type)} - -Provide a complete AnswerEnhancement response that helps the user understand and explore their search results more effectively.`; - - return basePrompt; - } - - private getIntentSpecificGuidance(intentType: string): string { - const guidanceMap: Record = { - find_latest: ` -- **Summary Focus**: Emphasize recency, trends, and what's newest -- **Key Findings**: Highlight temporal patterns and recent developments -- **Follow-ups**: Suggest broader timeframes, trend tracking, comparisons with older content`, - - find_earliest: ` -- **Summary Focus**: Provide historical context and evolution over time -- **Key Findings**: Identify patterns in early adoption, foundational content -- **Follow-ups**: Suggest progression tracking, modern comparisons, related historical content`, - - find_most_frequent: ` -- **Summary Focus**: Analyze usage patterns, popularity, and user behavior -- **Key Findings**: Explain why certain content is frequently accessed -- **Follow-ups**: Suggest related popular content, alternatives, deeper exploration of top items`, - - summarize: ` -- **Summary Focus**: Comprehensive content synthesis, main themes, key insights -- **Key Findings**: Important information, common threads, notable patterns -- **Follow-ups**: Suggest deeper dives, related topics, different perspectives`, - - find_specific: ` -- **Summary Focus**: Precision and relevance to the specific request -- **Key Findings**: How results match the specific criteria, quality of matches -- **Follow-ups**: Suggest refinements, related searches, broader context`, - }; - - return ( - guidanceMap[intentType] || - ` -- **Summary Focus**: Analyze results contextually based on user's apparent information need -- **Key Findings**: Identify the most relevant patterns and insights from the search results -- **Follow-ups**: Suggest logical next steps based on the content and user intent` - ); - } -} diff --git a/ts/packages/agents/browser/src/agent/search/queryAnalyzer.mts b/ts/packages/agents/browser/src/agent/search/queryAnalyzer.mts deleted file mode 100644 index 3294857563..0000000000 --- a/ts/packages/agents/browser/src/agent/search/queryAnalyzer.mts +++ /dev/null @@ -1,183 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { createJsonTranslator, TypeChatJsonTranslator } from "typechat"; -import { createTypeScriptJsonValidator } from "typechat/ts"; -import { openai as ai } from "@typeagent/aiclient"; -import { QueryAnalysis, TemporalExpression } from "./schema/queryAnalysis.mjs"; -import registerDebug from "debug"; -import path from "path"; -import fs from "fs"; -import { getBrowserPackageFilePath } from "../utils/packageFilePath.mjs"; - -const debug = registerDebug("typeagent:browser:query-analyzer"); - -function getSchemaFileContents(fileName: string): string { - return fs.readFileSync( - getBrowserPackageFilePath( - path.join("src", "agent", "search", "schema", fileName), - ), - "utf8", - ); -} - -/** - * QueryAnalyzer uses LLM-based analysis for robust query understanding. - * Always analyzes queries for maximum accuracy - no optimizations. - */ -export class QueryAnalyzer { - private queryTranslator: TypeChatJsonTranslator | null = - null; - private isInitialized: boolean = false; - private schemaText: string; - - constructor() { - this.schemaText = getSchemaFileContents("queryAnalysis.mts"); - } - - /** - * Analyze search query for intent, temporal expressions, and content classification - * Always performs full analysis for maximum accuracy - */ - async analyzeQuery(query: string): Promise { - try { - await this.ensureInitialized(); - - if (!this.queryTranslator) { - debug("Query translator not available, skipping analysis"); - return null; - } - - debug(`Analyzing query: "${query}"`); - - const prompt = this.buildAnalysisPrompt(query); - const response = await this.queryTranslator.translate(prompt); - - if (!response.success) { - debug(`Query analysis failed: ${response.message}`); - return null; - } - - const analysis = response.data; - debug(`Analysis result: ${JSON.stringify(analysis)}`); - - // Post-process temporal dates if provided as strings - this.processTemporalDates(analysis); - - return analysis; - } catch (error) { - debug(`Error analyzing query: ${error}`); - return null; - } - } - - private async ensureInitialized(): Promise { - if (this.isInitialized) { - return; - } - - try { - // Use the same model configuration as other adapters - const model = ai.createJsonChatModel( - ai.apiSettingsFromEnv(ai.ModelType.Chat), - ["queryAnalysis"], - ); - - const validator = createTypeScriptJsonValidator( - this.schemaText, - "QueryAnalysis", - ); - - this.queryTranslator = createJsonTranslator(model, validator); - this.isInitialized = true; - - debug("QueryAnalyzer initialized successfully"); - } catch (error) { - debug(`Failed to initialize QueryAnalyzer: ${error}`); - throw error; - } - } - - private buildAnalysisPrompt(query: string): string { - return `Analyze this search query to understand user intent, temporal requirements, content preferences, and ranking needs. - -Query: "${query}" - -Determine: -1. What type of search intent this represents -2. Any temporal expressions (time periods, recency preferences) -3. Content type being sought (repositories, news, reviews, etc.) -4. How results should be ranked (by date, frequency, relevance) -5. Your confidence in this analysis - -For temporal expressions that need specific date ranges (like "last week", "last month"), include startDate and endDate as ISO date strings (YYYY-MM-DDTHH:mm:ss.sssZ format). - -Focus on practical search needs - what would help find the most relevant results for this query.`; - } - - private processTemporalDates(analysis: QueryAnalysis): void { - // If LLM provided date strings, they're already in the correct format - // No additional processing needed since we'll parse them when needed - } - - /** - * Utility method to get Date objects from temporal expression - */ - getTemporalDates(temporal: TemporalExpression | null): { - startDate?: Date; - endDate?: Date; - } { - if (!temporal || temporal.period === "none") { - return {}; - } - - const result: { startDate?: Date; endDate?: Date } = {}; - - // If LLM provided date strings, parse them - if (temporal.startDate) { - result.startDate = new Date(temporal.startDate); - } - if (temporal.endDate) { - result.endDate = new Date(temporal.endDate); - } - - // If no date strings provided, compute them based on period - if (!result.startDate && !result.endDate) { - const now = new Date(); - - switch (temporal.period) { - case "last_week": - result.startDate = new Date( - now.getTime() - 7 * 24 * 60 * 60 * 1000, - ); - result.endDate = now; - break; - - case "last_month": - result.startDate = new Date( - now.getFullYear(), - now.getMonth() - 1, - now.getDate(), - ); - result.endDate = now; - break; - - case "last_year": - result.startDate = new Date( - now.getFullYear() - 1, - now.getMonth(), - now.getDate(), - ); - result.endDate = now; - break; - - case "latest": - case "earliest": - // These don't need specific date ranges - break; - } - } - - return result; - } -} diff --git a/ts/packages/agents/browser/src/agent/search/queryEnhancementAdapter.mts b/ts/packages/agents/browser/src/agent/search/queryEnhancementAdapter.mts deleted file mode 100644 index f1834ecd0e..0000000000 --- a/ts/packages/agents/browser/src/agent/search/queryEnhancementAdapter.mts +++ /dev/null @@ -1,313 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { SearchWebMemoriesRequest } from "../searchWebMemories.mjs"; -import { Website } from "@typeagent/website-memory"; -import { QueryAnalysis } from "./schema/queryAnalysis.mjs"; -import { QueryAnalyzer } from "./queryAnalyzer.mjs"; -import { MetadataRanker } from "./utils/metadataRanker.mjs"; -import registerDebug from "debug"; - -const debug = registerDebug("typeagent:browser:search-enhancement"); - -export interface EnhancedSearchContext { - websiteCollection?: any; - userContext?: any; - searchHistory?: string[]; -} - -/** - * QueryEnhancementAdapter enhances semantic search with comprehensive LLM-based query understanding. - * Always performs full analysis for maximum accuracy. - */ -export class QueryEnhancementAdapter { - private queryAnalyzer: QueryAnalyzer; - private metadataRanker: MetadataRanker; - private isInitialized: boolean = false; - - constructor() { - this.queryAnalyzer = new QueryAnalyzer(); - this.metadataRanker = new MetadataRanker(); - } - - /** - * Enhance search request with comprehensive LLM-based query understanding - * Always analyzes every query for maximum accuracy - */ - async enhanceSearchRequest( - request: SearchWebMemoriesRequest, - context: EnhancedSearchContext, - ): Promise { - try { - await this.ensureInitialized(); - - debug(`Enhancing search request for query: "${request.query}"`); - - // Always analyze query with LLM for comprehensive understanding - const analysis = await this.queryAnalyzer.analyzeQuery( - request.query, - ); - - if (!analysis) { - debug("No analysis available, returning original request"); - return request; - } - - debug(`Query analysis: ${JSON.stringify(analysis)}`); - - // Apply analysis to enhance request - const enhancedRequest = this.applyAnalysisToRequest( - request, - analysis, - ); - - // Store analysis for post-processing - enhancedRequest.metadata = { - ...enhancedRequest.metadata, - analysis, - }; - - debug(`Enhanced request: filters applied based on analysis`); - return enhancedRequest; - } catch (error) { - debug(`Error enhancing search request: ${error}`); - // Graceful degradation: return original request - return request; - } - } - - /** - * Post-search processing: Apply comprehensive LLM-informed ranking - */ - async enhanceSearchResults( - results: Website[], - originalRequest: SearchWebMemoriesRequest, - analysis?: QueryAnalysis, - ): Promise { - try { - if (!analysis) { - // Try to extract analysis from request metadata - analysis = (originalRequest as any).metadata?.analysis; - } - - if (!analysis) { - debug("No analysis available for result enhancement"); - return results; - } - - debug( - `Enhancing ${results.length} results with LLM-informed ranking`, - ); - debug( - `Analysis: intent=${analysis.intent.type}, ranking=${analysis.ranking?.primaryFactor}`, - ); - - // Always apply LLM-informed ranking when analysis is available - const rankedResults = await this.metadataRanker.rankByAnalysis( - results, - analysis, - ); - - debug( - `Ranking complete, returning ${rankedResults.length} results`, - ); - return rankedResults; - } catch (error) { - debug(`Error enhancing search results: ${error}`); - return results; - } - } - - private async ensureInitialized(): Promise { - if (this.isInitialized) { - return; - } - - try { - // QueryAnalyzer initializes itself when first used - this.isInitialized = true; - debug("QueryEnhancementAdapter initialized successfully"); - } catch (error) { - debug(`Failed to initialize QueryEnhancementAdapter: ${error}`); - throw error; - } - } - - private optimizeQueryForSemanticSearch( - query: string, - analysis: QueryAnalysis, - ): string { - let optimizedQuery = query; - - debug(`Optimizing query for semantic search: "${query}"`); - debug( - `Analysis: intent=${analysis.intent.type}, content=${JSON.stringify(analysis.content)}`, - ); - - // Remove temporal ranking terms that hurt semantic search (now handled by date filters) - if (analysis.intent.type === "find_latest") { - optimizedQuery = optimizedQuery.replace( - /\b(most recently|latest|most recent)\b/gi, - "", - ); - } - - if (analysis.intent.type === "find_earliest") { - optimizedQuery = optimizedQuery.replace( - /\b(earliest|first)\b/gi, - "", - ); - } - - if (analysis.intent.type === "find_most_frequent") { - optimizedQuery = optimizedQuery.replace( - /\b(most often|most visited|most frequently|frequently)\b/gi, - "", - ); - } - - // Remove temporal terms that are now handled by date filters - if (analysis.temporal) { - optimizedQuery = optimizedQuery.replace( - /\b(last week|last month|last year|this year|recently|in \d{4}|since \d{4}|before \d{4})\b/gi, - "", - ); - } - - // Remove source-specific terms (handled by filters) - optimizedQuery = optimizedQuery.replace( - /\b(bookmarked|visited)\b/gi, - "", - ); - - // Remove summarization requests - if (analysis.intent.type === "summarize") { - optimizedQuery = optimizedQuery.replace( - /\b(summarize|summary of)\b/gi, - "", - ); - } - - // Enhance content type terms for better semantic matching - if (analysis.content?.contentType) { - switch (analysis.content.contentType) { - case "repository": - optimizedQuery = optimizedQuery.replace( - /\brepo\b/gi, - "repository", - ); - break; - case "news": - optimizedQuery = optimizedQuery.replace( - /\b(news site|news)\b/gi, - "news article", - ); - break; - case "review": - // Keep "review" as is - good semantic term - break; - case "article": - // Keep "article" as is - good semantic term - break; - case "documentation": - optimizedQuery = optimizedQuery.replace( - /\bdocs?\b/gi, - "documentation", - ); - break; - } - } - - // Clean up extra whitespace - optimizedQuery = optimizedQuery.replace(/\s+/g, " ").trim(); - - // Fallback to original if optimization resulted in empty or very short query - if (optimizedQuery.length < 3) { - debug(`Optimization resulted in too short query, using original`); - return query; - } - - debug(`Query optimization: "${query}" -> "${optimizedQuery}"`); - return optimizedQuery; - } - - private applyAnalysisToRequest( - request: SearchWebMemoriesRequest, - analysis: QueryAnalysis, - ): SearchWebMemoriesRequest { - const enhanced = { ...request }; - - debug(`Applying analysis to request: ${JSON.stringify(analysis)}`); - - // NEW: Optimize query for better semantic search - const optimizedQuery = this.optimizeQueryForSemanticSearch( - request.query, - analysis, - ); - if (optimizedQuery !== request.query) { - enhanced.query = optimizedQuery; - debug( - `Applied query optimization: "${request.query}" -> "${optimizedQuery}"`, - ); - } - - // Apply temporal filters - if (analysis.temporal) { - const { startDate, endDate } = this.queryAnalyzer.getTemporalDates( - analysis.temporal, - ); - if (startDate) { - enhanced.dateFrom = startDate.toISOString(); - if (endDate) { - enhanced.dateTo = endDate.toISOString(); - } - debug( - `Applied temporal filter: ${enhanced.dateFrom}${endDate ? ` to ${enhanced.dateTo}` : ""}`, - ); - } - } - - // Add domain filtering directly to metadata - if (analysis.content?.domain) { - enhanced.metadata = { - ...enhanced.metadata, - domainFilter: analysis.content.domain, - }; - } - - // Store original query and analysis for debugging/logging - enhanced.metadata = { - ...enhanced.metadata, - analysis, - originalQuery: request.query, - }; - - // Adjust search parameters based on intent for comprehensive results - switch (analysis.intent.type) { - case "find_latest": - case "find_earliest": - enhanced.limit = Math.max(enhanced.limit || 20, 50); - debug( - `Increased limit to ${enhanced.limit} for temporal query`, - ); - break; - - case "find_most_frequent": - enhanced.limit = Math.max(enhanced.limit || 20, 100); - debug( - `Increased limit to ${enhanced.limit} for frequency query`, - ); - break; - - case "summarize": - enhanced.limit = Math.max(enhanced.limit || 20, 30); - enhanced.generateAnswer = true; - debug( - `Configured for summarization: limit=${enhanced.limit}, generateAnswer=true`, - ); - break; - } - - return enhanced; - } -} diff --git a/ts/packages/agents/browser/src/agent/search/schema/answerEnhancement.mts b/ts/packages/agents/browser/src/agent/search/schema/answerEnhancement.mts deleted file mode 100644 index cd73d07ab6..0000000000 --- a/ts/packages/agents/browser/src/agent/search/schema/answerEnhancement.mts +++ /dev/null @@ -1,96 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -/** - * Answer enhancement schema for LLM-based dynamic summaries and follow-ups. - * The LLM should generate comprehensive answer enhancements that help users - * understand and explore their search results more effectively. - * - * NOTE: This file is read verbatim as LLM prompt text (see AnswerGenerator). - * The shared TypeScript contract for these types is duplicated at - * @typeagent/browser-control-rpc/answerEnhancement and MUST be kept - * structurally in sync with the interfaces below. - */ - -/** - * Complete answer enhancement containing both summary and follow-up suggestions. - */ -export interface AnswerEnhancement { - summary: DynamicSummary; - - /** 3-4 smart follow-up suggestions for further exploration */ - followups: SmartFollowup[]; - confidence: number; - generationTime: number; -} - -/** - * Dynamic summary that contextualizes search results with insights and patterns. - * - * GENERATION GUIDELINES: - * - Write conversationally, not like a search report - * - Highlight what makes these results notable or useful - * - Identify trends, dominant sources, timeframes - * - Provide specific insights beyond just "found X results" - * - */ -export interface DynamicSummary { - /** - * Main summary text explaining what was found and why it's relevant. - * Should be conversational and insightful, not just "Found X results". - */ - text: string; - - /** - * 2-4 key insights or patterns discovered in the results. - * Focus on what makes these results interesting or notable. - */ - keyFindings: string[]; - - statistics: { - totalResults: number; - - /** - * Time span covered by results (optional). - * EXAMPLES: "last 2 weeks", "past month", "from 2020-2023" - */ - timeSpan?: string; - - /** - * Top domains/sources in the results. - * EXAMPLES: ["github.com"], ["react.dev", "medium.com"] - */ - dominantDomains: string[]; - }; - - confidence: number; -} - -/** - * Smart follow-up suggestion that builds naturally from the search results. - * - * GENERATION GUIDELINES: - * - Use natural language the user would actually type - * - Build logically from current results (temporal, domain, content, comparative) - * - Address logical next steps or refinements - * - Provide clear reasoning for why this follow-up would be helpful - * - */ -export interface SmartFollowup { - /** - * Natural language query the user would actually type. - */ - query: string; - - /** - * Clear explanation of why this follow-up would be helpful. - * Should explain the logical connection to current results. - */ - reasoning: string; - - /** Type of exploration this follow-up represents */ - type: "temporal" | "domain" | "content" | "comparative"; - - /** Confidence in this follow-up's usefulness (0.0 to 1.0) */ - confidence: number; -} diff --git a/ts/packages/agents/browser/src/agent/search/schema/queryAnalysis.mts b/ts/packages/agents/browser/src/agent/search/schema/queryAnalysis.mts deleted file mode 100644 index 2b1d5285c4..0000000000 --- a/ts/packages/agents/browser/src/agent/search/schema/queryAnalysis.mts +++ /dev/null @@ -1,98 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -/** - * Query analysis schema for LLM-based intent detection - * Used with TypeChat for structured query understanding - */ - -export interface QueryAnalysis { - intent: QueryIntent; - temporal: TemporalExpression | null; - content: ContentClassification | null; - ranking: RankingRequirement | null; - confidence: number; // 0.0 to 1.0 -} - -export interface QueryIntent { - type: - | "find_latest" - | "find_earliest" - | "find_most_frequent" - | "summarize" - | "find_specific"; - description: string; // Brief explanation of detected intent -} - -export interface TemporalExpression { - period: - | "last_week" - | "last_month" - | "last_year" - | "earliest" - | "latest" - | "specific_date" - | "none"; - direction: "recent" | "historical" | "any"; - // Date strings in ISO format (YYYY-MM-DDTHH:mm:ss.sssZ) - will be parsed to Date objects - startDate?: string; - endDate?: string; -} - -export interface ContentClassification { - contentType: - | "repository" - | "news" - | "review" - | "article" - | "documentation" - | "tutorial" - | "forum" - | "blog" - | "reference" - | "other"; - domain?: string; // the target domain e.g. "github.com". Only provide it if we have high confidence in the value. - subject?: string; // e.g., "machine learning", "car reviews", "transformers" -} - -export interface RankingRequirement { - primaryFactor: "date" | "frequency" | "relevance" | "composite"; - direction: "ascending" | "descending"; - sourcePreference?: "bookmark" | "history" | "any"; -} - -/** - * Example valid QueryAnalysis objects: - * - * For "most recently bookmarked github repo": - * { - * intent: { type: "find_latest", description: "Find the most recent item" }, - * temporal: { period: "latest", direction: "recent" }, - * content: { contentType: "repository", domain: "github.com" }, - * ranking: { primaryFactor: "date", direction: "descending", sourcePreference: "bookmark" }, - * confidence: 0.95 - * } - * - * For "summarize car reviews last week": - * { - * intent: { type: "summarize", description: "Provide a summary of multiple items" }, - * temporal: { - * period: "last_week", - * direction: "recent", - * startDate: "2025-07-12T00:00:00.000Z", - * endDate: "2025-07-19T23:59:59.999Z" - * }, - * content: { contentType: "review", subject: "car reviews" }, - * ranking: { primaryFactor: "date", direction: "descending" }, - * confidence: 0.90 - * } - * - * For "most often visited news site": - * { - * intent: { type: "find_most_frequent", description: "Find the most frequently accessed item" }, - * temporal: { period: "none", direction: "any" }, - * content: { contentType: "news" }, - * ranking: { primaryFactor: "frequency", direction: "descending" }, - * confidence: 0.92 - * } - */ diff --git a/ts/packages/agents/browser/src/agent/search/utils/contextBuilder.mts b/ts/packages/agents/browser/src/agent/search/utils/contextBuilder.mts deleted file mode 100644 index 27cad09f32..0000000000 --- a/ts/packages/agents/browser/src/agent/search/utils/contextBuilder.mts +++ /dev/null @@ -1,162 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { Website } from "@typeagent/website-memory"; -import registerDebug from "debug"; - -const debug = registerDebug("typeagent:browser:context-builder"); - -export interface SearchContext { - query: string; - totalResults: number; - results: ResultContext[]; - patterns: { - dominantDomains: Array<{ domain: string; count: number }>; - timeRange?: { earliest?: string; latest?: string }; - hasKnowledge: boolean; - }; -} - -export interface ResultContext { - title: string; - domain: string; - snippet: string; - visitCount?: number; - lastVisited?: string; - source: "bookmarks" | "history"; - hasKnowledge: boolean; -} - -/** - * ContextBuilder extracts meaningful context from search results for LLM processing - */ -export class ContextBuilder { - /** - * Build simplified context from search query and results - */ - buildContext(query: string, results: Website[]): SearchContext { - debug( - `Building context for query: "${query}" with ${results.length} results`, - ); - - // Extract basic result information - const resultContexts = results - .slice(0, 10) - .map((result) => this.extractResultContext(result)); - - // Analyze patterns in the results - const patterns = this.analyzePatterns(results); - - const context: SearchContext = { - query, - totalResults: results.length, - results: resultContexts, - patterns, - }; - - debug( - `Context built: ${patterns.dominantDomains.length} domains, hasKnowledge: ${patterns.hasKnowledge}`, - ); - - return context; - } - - /** - * Convert context to JSON string for LLM consumption - */ - contextToString(context: SearchContext): string { - return JSON.stringify(context, null, 2); - } - - private extractResultContext(website: Website): ResultContext { - const metadata = website.metadata as any; - const knowledge = website.getKnowledge?.(); - - return { - title: this.truncateText(metadata.title || "", 100), - domain: metadata.domain || "", - snippet: this.truncateText(metadata.snippet || "", 200), - visitCount: metadata.visitCount, - lastVisited: - metadata.lastVisited || - metadata.visitDate || - metadata.bookmarkDate, - source: - metadata.source || - (metadata.bookmarkDate ? "bookmarks" : "history"), - hasKnowledge: !!( - knowledge && - (knowledge.entities?.length > 0 || knowledge.topics?.length > 0) - ), - }; - } - - private analyzePatterns(results: Website[]): SearchContext["patterns"] { - // Count domains - const domainCounts = new Map(); - let hasKnowledge = false; - let earliestDate: string | undefined; - let latestDate: string | undefined; - - for (const result of results) { - const metadata = result.metadata as any; - - // Domain analysis - if (metadata.domain) { - const count = domainCounts.get(metadata.domain) || 0; - domainCounts.set(metadata.domain, count + 1); - } - - // Knowledge analysis - const knowledge = result.getKnowledge?.(); - if ( - knowledge && - (knowledge.entities?.length > 0 || knowledge.topics?.length > 0) - ) { - hasKnowledge = true; - } - - // Time analysis - check multiple possible date fields - const dateFields = [ - metadata.lastVisited, - metadata.visitDate, - metadata.bookmarkDate, - ]; - for (const dateField of dateFields) { - if (dateField) { - if (!earliestDate || dateField < earliestDate) { - earliestDate = dateField; - } - if (!latestDate || dateField > latestDate) { - latestDate = dateField; - } - break; // Use the first available date field - } - } - } - - // Convert domain counts to sorted array - const dominantDomains = Array.from(domainCounts.entries()) - .map(([domain, count]) => ({ domain, count })) - .sort((a, b) => b.count - a.count) - .slice(0, 5); // Top 5 domains - - const result: SearchContext["patterns"] = { - dominantDomains, - hasKnowledge, - }; - - if (earliestDate && latestDate) { - result.timeRange = { earliest: earliestDate, latest: latestDate }; - } - - return result; - } - - private truncateText(text: string, maxLength: number): string { - if (text.length <= maxLength) { - return text; - } - return text.substring(0, maxLength - 3) + "..."; - } -} diff --git a/ts/packages/agents/browser/src/agent/search/utils/metadataRanker.mts b/ts/packages/agents/browser/src/agent/search/utils/metadataRanker.mts deleted file mode 100644 index 87b60f238f..0000000000 --- a/ts/packages/agents/browser/src/agent/search/utils/metadataRanker.mts +++ /dev/null @@ -1,188 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { Website } from "@typeagent/website-memory"; -import { QueryAnalysis } from "../schema/queryAnalysis.mjs"; -import registerDebug from "debug"; - -const debug = registerDebug("typeagent:browser:metadata-ranking"); - -export class MetadataRanker { - /** - * Rank results based on comprehensive LLM analysis - * Always applies full ranking logic for maximum accuracy - */ - async rankByAnalysis( - results: Website[], - analysis: QueryAnalysis, - ): Promise { - if (!analysis.ranking) { - debug("No ranking requirements in analysis, using semantic order"); - return results; - } - - debug( - `Ranking ${results.length} results by ${analysis.ranking.primaryFactor} (${analysis.ranking.direction})`, - ); - - const rankedResults = [...results]; - - switch (analysis.ranking.primaryFactor) { - case "date": - return this.rankByDate(rankedResults, analysis); - case "frequency": - return this.rankByFrequency(rankedResults, analysis); - case "composite": - return this.rankByComposite(rankedResults, analysis); - case "relevance": - default: - debug("Using semantic relevance ranking"); - return rankedResults; // Keep original semantic ranking - } - } - - private rankByDate(results: Website[], analysis: QueryAnalysis): Website[] { - debug("Applying date-based ranking"); - - return results.sort((a, b) => { - const aDate = this.getRelevantDate(a, analysis); - const bDate = this.getRelevantDate(b, analysis); - - const comparison = - analysis.ranking?.direction === "ascending" - ? aDate.getTime() - bDate.getTime() - : bDate.getTime() - aDate.getTime(); - - return comparison; - }); - } - - private rankByFrequency( - results: Website[], - analysis: QueryAnalysis, - ): Website[] { - debug("Applying frequency-based ranking"); - - return results.sort((a, b) => { - const aMetadata = a.metadata as any; - const bMetadata = b.metadata as any; - - const aCount = aMetadata.visitCount || 0; - const bCount = bMetadata.visitCount || 0; - - const comparison = - analysis.ranking?.direction === "ascending" - ? aCount - bCount - : bCount - aCount; - - return comparison; - }); - } - - private rankByComposite( - results: Website[], - analysis: QueryAnalysis, - ): Website[] { - debug("Applying composite ranking based on LLM analysis"); - - return results.sort((a, b) => { - let scoreA = 0; - let scoreB = 0; - - // Get weights based on LLM-determined intent - const weights = this.getCompositeWeights(analysis); - debug(`Using composite weights: ${JSON.stringify(weights)}`); - - // Date factor - if (weights.date > 0) { - const aDate = this.getRelevantDate(a, analysis).getTime(); - const bDate = this.getRelevantDate(b, analysis).getTime(); - const maxTime = Math.max(aDate, bDate); - const minTime = Math.min(aDate, bDate); - const range = maxTime - minTime || 1; - - scoreA += ((aDate - minTime) / range) * weights.date; - scoreB += ((bDate - minTime) / range) * weights.date; - } - - // Frequency factor - if (weights.frequency > 0) { - const aCount = (a.metadata as any).visitCount || 0; - const bCount = (b.metadata as any).visitCount || 0; - const maxCount = Math.max(aCount, bCount); - const range = maxCount || 1; - - scoreA += (aCount / range) * weights.frequency; - scoreB += (bCount / range) * weights.frequency; - } - - // Knowledge richness factor - if (weights.knowledge > 0) { - const aKnowledge = this.calculateKnowledgeRichness(a); - const bKnowledge = this.calculateKnowledgeRichness(b); - scoreA += aKnowledge * weights.knowledge; - scoreB += bKnowledge * weights.knowledge; - } - - return scoreB - scoreA; // Higher score wins - }); - } - - private getRelevantDate(website: Website, analysis: QueryAnalysis): Date { - const metadata = website.metadata as any; - - // Choose date field based on source preference from LLM analysis - if (analysis.ranking?.sourcePreference === "bookmark") { - return new Date(metadata.bookmarkDate || metadata.visitDate || 0); - } - - return new Date(metadata.visitDate || metadata.bookmarkDate || 0); - } - - private getCompositeWeights(analysis: QueryAnalysis): { - date: number; - frequency: number; - knowledge: number; - } { - // Determine weights based on query intent from LLM analysis - switch (analysis.intent.type) { - case "find_latest": - case "find_earliest": - return { date: 0.8, frequency: 0.1, knowledge: 0.1 }; - - case "find_most_frequent": - return { date: 0.1, frequency: 0.8, knowledge: 0.1 }; - - case "summarize": - return { date: 0.3, frequency: 0.2, knowledge: 0.5 }; - - default: - return { date: 0.4, frequency: 0.3, knowledge: 0.3 }; - } - } - - private calculateKnowledgeRichness(website: Website): number { - const knowledge = website.getKnowledge?.(); - if (!knowledge) return 0; - - let richness = 0; - - if (knowledge.entities) { - richness += knowledge.entities.length * 0.3; - } - - if (knowledge.topics) { - richness += knowledge.topics.length * 0.2; - } - - if (knowledge.actions) { - richness += knowledge.actions.length * 0.1; - } - - const textChunks = website.textChunks || []; - const totalLength = textChunks.join(" ").length; - richness += Math.min(totalLength / 1000, 2.0) * 0.4; - - return Math.min(richness, 10.0) / 10.0; // Normalize to 0-1 - } -} diff --git a/ts/packages/agents/browser/src/agent/search/websiteSearchPrompts.mts b/ts/packages/agents/browser/src/agent/search/websiteSearchPrompts.mts deleted file mode 100644 index 2b8b25f86d..0000000000 --- a/ts/packages/agents/browser/src/agent/search/websiteSearchPrompts.mts +++ /dev/null @@ -1,22 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import type { PromptSection } from "typechat"; -import type { WebsiteCollection } from "@typeagent/website-memory"; - -export function getWebsiteSearchPromptPreamble( - websiteCollection: WebsiteCollection, -): PromptSection[] { - return [ - { - role: "system", - content: `Searching WEB KNOWLEDGE BASE (bookmarked pages, browsing history). - -Schema interpretations for web: -- EntityTerm.type: repository, article, documentation, tutorial, blog -- EntityTerm.facets: domain(github.com), pageType(doc), source(bookmark) -- ActionTerm verbs: bookmarked, visited, read, saved -- actorEntities: "*" means user`, - }, - ]; -} diff --git a/ts/packages/agents/browser/src/agent/searchWebMemories.mts b/ts/packages/agents/browser/src/agent/searchWebMemories.mts deleted file mode 100644 index a3ba12cbcd..0000000000 --- a/ts/packages/agents/browser/src/agent/searchWebMemories.mts +++ /dev/null @@ -1,2581 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { SessionContext } from "@typeagent/agent-sdk"; -import { BrowserActionContext } from "./browserActions.mjs"; -import * as website from "@typeagent/website-memory"; -import * as kp from "@typeagent/knowpro"; -import registerDebug from "debug"; -import { - Entity, - WebPageReference, -} from "./knowledge/schema/knowledgeExtraction.mjs"; -import { getWebsiteSearchPromptPreamble } from "./search/websiteSearchPrompts.mjs"; -import { openai as ai } from "@typeagent/aiclient"; -import { hookModelTokenUsage } from "./tokenUsage.mjs"; -import type { TypeChatLanguageModel } from "typechat"; -import type { BrowserMemoryMatch } from "./browserMemoryService.mjs"; - -const debug = registerDebug("typeagent:browser:unified-search"); - -// Core interfaces for unified search -export interface SearchWebMemoriesRequest { - originalUserRequest?: string | undefined; - query: string; - searchScope?: "current_page" | "all_indexed" | undefined; - url?: string | undefined; // Current page URL for scope filtering - - // Temporal filters - dateFrom?: string | undefined; - dateTo?: string | undefined; - domain?: string | undefined; - pageType?: string | undefined; - source?: string | undefined; - - // Search configuration - limit?: number | undefined; - minScore?: number | undefined; - exactMatch?: boolean | undefined; - - // Processing options (consumer controls cost) - generateAnswer?: boolean | undefined; // Default: true - includeRelatedEntities?: boolean | undefined; // Default: true - enableAdvancedSearch?: boolean | undefined; // Use advanced patterns - - // Advanced options - knowledgeTopK?: number | undefined; - chunking?: boolean | undefined; - fastStop?: boolean | undefined; - combineAnswers?: boolean | undefined; - choices?: string | undefined; // Multiple choice (semicolon separated) - maxCharsInBudget?: number | undefined; // Character budget for context windows - debug?: boolean | undefined; - - // Internal metadata for query enhancement - metadata?: any; -} - -export interface SearchSummary { - totalFound: number; - searchTime: number; - strategies: string[]; - confidence: number; -} - -export interface SearchDebugContext { - searchTerms: string[]; - searchStrategies: string[]; - knowledgeMatchCount: number; - timing: { - parsing: number; - search: number; - processing: number; - total: number; - }; - intermediateFallbacks: string[]; -} - -export interface WebsiteResult { - url: string; - title: string; - domain: string; - pageType: string; - source: string; - relevanceScore: number; - lastVisited?: string | undefined; - snippet?: string; - insights?: { - topics: Array<{ - name: string; - relevance: number; - occurrences: number; - type: "primary" | "secondary" | "related"; - }>; - entities: Array<{ - name: string; - type: string; - confidence: number; - mentions: number; - }>; - relevanceScore: number; - }; -} - -export interface SearchWebMemoriesResponse { - // Core results - always provided - websites: WebsiteResult[]; - summary: SearchSummary; - - // Q&A results - when generateAnswer=true - answer?: string | undefined; - answerType?: "direct" | "synthesized" | "noAnswer" | undefined; - answerSources?: WebPageReference[] | undefined; - confidence?: number | undefined; - - // Knowledge results - when includeRelatedEntities=true - relatedEntities?: Entity[] | undefined; - topTopics?: string[] | undefined; - - // Query understanding - queryIntent?: "question" | "discovery" | "mixed" | undefined; - searchTerms?: string[] | undefined; - suggestedFollowups?: string[] | undefined; - - // Debug info - when debug=true - debugContext?: SearchDebugContext | undefined; -} - -interface PropertyFilter { - domain?: string; - pageType?: string; - source?: string; -} - -interface ParsedQuery { - searchText: string; - propertyFilters: PropertyFilter; -} - -function parsePropertySearch(query: string): ParsedQuery { - const propertyFilters: PropertyFilter = {}; - let searchText = query; - - const domainMatch = query.match(/\bdomain:(\S+)/); - if (domainMatch) { - propertyFilters.domain = domainMatch[1]; - searchText = searchText.replace(domainMatch[0], "").trim(); - } - - const pageTypeMatch = query.match(/\bpageType:(\S+)/); - if (pageTypeMatch) { - propertyFilters.pageType = pageTypeMatch[1]; - searchText = searchText.replace(pageTypeMatch[0], "").trim(); - } - - const sourceMatch = query.match(/\bsource:(\S+)/); - if (sourceMatch) { - propertyFilters.source = sourceMatch[1]; - searchText = searchText.replace(sourceMatch[0], "").trim(); - } - - return { searchText, propertyFilters }; -} - -function convertSearchResultsToWebsites( - results: kp.ConversationSearchResult[], - websiteCollection: website.WebsiteCollection, -): website.Website[] { - const websites: website.Website[] = []; - const seenUrls = new Set(); - - for (const result of results) { - for (const msgMatch of result.messageMatches) { - const msg = websiteCollection.messages.get(msgMatch.messageOrdinal); - console.log("Message from search: ", JSON.stringify(msg)); - - if (msg && msg.metadata) { - const url = (msg.metadata as any).url; - if (url && !seenUrls.has(url)) { - seenUrls.add(url); - websites.push(msg as unknown as website.Website); - } - } - } - } - - return websites; -} - -/** - * Unified website search function that replaces both queryWebKnowledge and searchWebsites - * while incorporating advanced search capabilities - */ -export async function searchWebMemories( - request: SearchWebMemoriesRequest, - context: SessionContext, -): Promise { - const startTime = Date.now(); - let memoryServiceResponse: SearchWebMemoriesResponse | undefined; - const timing = { - parsing: 0, - search: 0, - processing: 0, - total: 0, - }; - - const debugContext: SearchDebugContext = { - searchTerms: [], - searchStrategies: [], - knowledgeMatchCount: 0, - timing, - intermediateFallbacks: [], - }; - - try { - // Validate inputs - if (!request.query || request.query.trim().length === 0) { - throw new Error("Query cannot be empty"); - } - - const currentPageUrl = request.metadata?.url || request.url; - const parsedQuery = parsePropertySearch(request.query); - const searchText = parsedQuery.searchText; - const propertyFilters: PropertyFilter = { - ...((request.domain ?? parsedQuery.propertyFilters.domain) === - undefined - ? {} - : { - domain: - request.domain ?? parsedQuery.propertyFilters.domain, - }), - ...((request.pageType ?? parsedQuery.propertyFilters.pageType) === - undefined - ? {} - : { - pageType: - request.pageType ?? - parsedQuery.propertyFilters.pageType, - }), - ...((request.source ?? parsedQuery.propertyFilters.source) === - undefined - ? {} - : { - source: - request.source ?? parsedQuery.propertyFilters.source, - }), - }; - const memoryService = context.agentContext.browserMemoryService; - if (memoryService !== undefined && searchText.length > 0) { - try { - const matches = await memoryService.search({ - query: searchText, - limit: request.limit ?? 20, - ...(request.searchScope === "current_page" && - currentPageUrl !== undefined - ? { url: currentPageUrl } - : {}), - ...(propertyFilters.domain === undefined - ? {} - : { domain: propertyFilters.domain }), - ...(propertyFilters.pageType === undefined - ? {} - : { pageType: propertyFilters.pageType }), - ...(propertyFilters.source === undefined - ? {} - : { source: propertyFilters.source }), - ...(request.dateFrom === undefined - ? {} - : { dateFrom: request.dateFrom }), - ...(request.dateTo === undefined - ? {} - : { dateTo: request.dateTo }), - }); - if (matches.length > 0) { - memoryServiceResponse = createMemoryServiceResponse( - matches, - startTime, - request.debug ? debugContext : undefined, - ); - } - } catch (error) { - debug(`Memory service search failed: ${String(error)}`); - debugContext.intermediateFallbacks.push("memory-service"); - } - } - - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection || websiteCollection.messages.length === 0) { - return ( - memoryServiceResponse ?? - createEmptyResponse( - "No website data available. Please import website data first using the library panel.", - startTime, - request.debug ? debugContext : undefined, - ) - ); - } - - debug(`Starting unified search for query: "${request.query}"`); - - // Property filters were parsed before the service search so both - // retrieval paths apply the same exact-match semantics. - if (searchText !== request.query) { - debug(`Property filters detected:`, propertyFilters); - debug(`Search text after filter extraction: "${searchText}"`); - } - - // PHASE 1: Use knowpro's natural language search - const parseStart = Date.now(); - - const model = ai.createChatModel( - ai.azureApiSettingsFromEnv(ai.ModelType.Chat), - ) as TypeChatLanguageModel; - hookModelTokenUsage(model); - const queryTranslator = kp.createSearchQueryTranslator(model); - - const langOptions = kp.createLanguageSearchOptions(); - langOptions.modelInstructions = - getWebsiteSearchPromptPreamble(websiteCollection); - if (request.limit) { - langOptions.maxKnowledgeMatches = request.limit; - langOptions.maxMessageMatches = request.limit; - } - if (request.minScore) { - langOptions.thresholdScore = request.minScore; - } - if (request.maxCharsInBudget) { - langOptions.maxCharsInBudget = request.maxCharsInBudget; - } - - langOptions.fallbackRagOptions = { - maxMessageMatches: request.limit || 10, - maxCharsInBudget: request.maxCharsInBudget || 10000, - thresholdScore: request.minScore || 0.7, - }; - - timing.parsing = Date.now() - parseStart; - - // Determine search scope BEFORE searching to enable pre-filtering - const effectiveScope = request.searchScope || "all_indexed"; - - // Create filtered conversation for scoped searches - let conversationToSearch = websiteCollection; - - if (effectiveScope === "current_page" && currentPageUrl) { - const targetUrl = currentPageUrl; - const filterStart = Date.now(); - - // Get all messages and filter by target URL - const allMessages = websiteCollection.messages.getAll(); - const filteredMessages: any[] = []; - - for (let ordinal = 0; ordinal < allMessages.length; ordinal++) { - const msg = allMessages[ordinal]; - const metadata = msg.metadata as any; - if (metadata.url === targetUrl) { - filteredMessages.push(msg); - } - } - - if (filteredMessages.length > 0) { - // Create new message collection with filtered messages - const filteredMessageCollection = new kp.MessageCollection( - filteredMessages, - ); - - // Create filtered conversation with only target URL messages - // Note: This reduces search scope before embedding lookups - conversationToSearch = { - ...websiteCollection, - messages: filteredMessageCollection, - } as any; - - const filterTime = Date.now() - filterStart; - debug(`Pre-filter took ${filterTime}ms`); - } else { - // No messages found for this URL - return ( - memoryServiceResponse ?? - createEmptyResponse( - `No indexed content found for the current page: ${targetUrl}`, - startTime, - request.debug ? debugContext : undefined, - ) - ); - } - } - - const searchStart = Date.now(); - const langDebugContext: kp.LanguageSearchDebugContext = {}; - const langResult = await kp.searchConversationWithLanguage( - conversationToSearch, - searchText, - queryTranslator, - langOptions, - undefined, - request.debug ? langDebugContext : undefined, - ); - - if (!langResult.success) { - return ( - memoryServiceResponse ?? - createErrorResponse( - `Search query translation failed: ${langResult.message}`, - startTime, - request.debug ? debugContext : undefined, - ) - ); - } - - timing.search = Date.now() - searchStart; - debug(`Found ${langResult.data.length} conversation results`); - - if (langDebugContext.usedSimilarityFallback) { - const usedFallback = langDebugContext.usedSimilarityFallback.some( - (v) => v === true, - ); - if (usedFallback) { - debug( - `Embedding similarity fallback was used for some queries`, - ); - debugContext.searchStrategies.push("embedding-fallback"); - } - } - - // Convert ConversationSearchResult to Website[] - const processingStart = Date.now(); - let websites = convertSearchResultsToWebsites( - langResult.data, - conversationToSearch, - ); - - // Apply property filters (website-specific post-processing) - if (Object.keys(propertyFilters).length > 0) { - debug(`Applying property filters:`, propertyFilters); - websites = websites.filter((website) => { - if ( - propertyFilters.domain && - website.metadata.domain !== propertyFilters.domain - ) { - return false; - } - if ( - propertyFilters.pageType && - website.metadata.pageType !== propertyFilters.pageType - ) { - return false; - } - if ( - propertyFilters.source && - website.metadata.websiteSource !== propertyFilters.source - ) { - return false; - } - return true; - }); - debug(`After property filtering: ${websites.length} results`); - } - - // Apply limit - const limitedWebsites = websites.slice(0, request.limit || 20); - - // Convert to website results format - let websiteResults = convertToWebsiteResults(limitedWebsites); - - // Extract knowledge if requested - let relatedEntities: Entity[] | undefined; - let topTopics: string[] | undefined; - - if ( - request.includeRelatedEntities !== false && - limitedWebsites.length > 0 - ) { - const knowledgeResult = - await extractKnowledgeFromResults(limitedWebsites); - relatedEntities = knowledgeResult.entities; - topTopics = knowledgeResult.topics; - - // Associate insights with individual results - websiteResults = associateInsightsWithResults( - websiteResults, - limitedWebsites, - knowledgeResult.topicMap, - knowledgeResult.entityMap, - ); - } - - // Generate answer if requested - let answer: string | undefined; - let answerType: "direct" | "synthesized" | "noAnswer" | undefined; - let answerSources: WebPageReference[] | undefined; - let confidence: number | undefined; - - if (request.generateAnswer !== false && langResult.data.length > 0) { - const answerStart = Date.now(); - debug(`Generating answer for query: "${searchText}"`); - - try { - const answerGenerator = new kp.AnswerGenerator( - kp.createAnswerGeneratorSettings(), - ); - - const contextOptions: kp.AnswerContextOptions = { - entitiesTopK: request.knowledgeTopK || 20, - topicsTopK: request.knowledgeTopK || 20, - messagesTopK: request.limit || 20, - chunking: request.chunking ?? true, - }; - - debug( - `Answer context options - entities: ${contextOptions.entitiesTopK}, topics: ${contextOptions.topicsTopK}, messages: ${contextOptions.messagesTopK}`, - ); - - // Build the actual context that will be sent to the LLM - const actualContext: any = { - entities: { - timeRanges: [], - values: [], - }, - topics: { - timeRanges: [], - values: [], - }, - actions: { - timeRanges: [], - values: [], - }, - messages: [], - }; - - // Populate entities and topics from semantic references in search results - // Collect all semanticRefMatches from search results, grouped by knowledge type - const combinedSemanticRefMatches = new Map< - kp.KnowledgeType, - Map - >(); - - langResult.data.forEach((searchResult, idx) => { - if ( - searchResult.knowledgeMatches && - searchResult.knowledgeMatches.size > 0 - ) { - for (const [ - knowledgeType, - semanticRefSearchResult, - ] of searchResult.knowledgeMatches.entries()) { - // Skip undefined knowledgeTypes to prevent errors - if (!knowledgeType) { - debug( - `Warning: Found undefined knowledgeType in search result ${idx}`, - ); - continue; - } - - if ( - !combinedSemanticRefMatches.has(knowledgeType) - ) { - combinedSemanticRefMatches.set( - knowledgeType, - new Map(), - ); - } - - const dedupeMap = - combinedSemanticRefMatches.get(knowledgeType)!; - - semanticRefSearchResult.semanticRefMatches.forEach( - (scoredRef) => { - if ( - !dedupeMap.has( - scoredRef.semanticRefOrdinal, - ) || - scoredRef.score > - dedupeMap.get( - scoredRef.semanticRefOrdinal, - )!.score - ) { - dedupeMap.set( - scoredRef.semanticRefOrdinal, - scoredRef, - ); - } - }, - ); - } - } - }); - - // Use ALL semantic refs (no threshold filtering) - // Instead, we'll rank chunks by cumulative score and apply a token budget - const refsToUse = combinedSemanticRefMatches; - - // Use KnowPro helper functions to extract entities and topics from semantic refs - if (refsToUse.has("entity")) { - const entitySemanticRefs = refsToUse.get("entity")!; - const entitySearchResult: kp.SemanticRefSearchResult = { - termMatches: new Set(), - semanticRefMatches: Array.from( - entitySemanticRefs.values(), - ), - }; - - const relevantEntities = kp.getRelevantEntitiesForAnswer( - websiteCollection as any, - entitySearchResult, - contextOptions.entitiesTopK, - ); - - actualContext.entities.values = relevantEntities.map( - (re) => re.knowledge, - ); - if ( - relevantEntities.length > 0 && - relevantEntities[0].timeRange - ) { - actualContext.entities.timeRanges = [ - relevantEntities[0].timeRange, - ]; - } - } - - if (refsToUse.has("topic")) { - const topicSemanticRefs = refsToUse.get("topic")!; - const topicSearchResult: kp.SemanticRefSearchResult = { - termMatches: new Set(), - semanticRefMatches: Array.from( - topicSemanticRefs.values(), - ), - }; - - const relevantTopics = kp.getRelevantTopicsForAnswer( - websiteCollection as any, - topicSearchResult, - contextOptions.topicsTopK, - ); - - actualContext.topics.values = relevantTopics.map( - (rt) => rt.knowledge, - ); - if ( - relevantTopics.length > 0 && - relevantTopics[0].timeRange - ) { - actualContext.topics.timeRanges = [ - relevantTopics[0].timeRange, - ]; - } - } - - // Calculate cumulative scores for each chunk - // Key: "messageOrdinal:chunkOrdinal", Value: {score, text, messageOrdinal, chunkOrdinal} - const chunkScores = new Map< - string, - { - cumulativeScore: number; - text: string; - messageOrdinal: kp.MessageOrdinal; - chunkOrdinal: number; - } - >(); - - refsToUse.forEach((dedupeMap, knowledgeType) => { - dedupeMap.forEach((scoredRef) => { - if (websiteCollection.semanticRefs) { - const semanticRef = - websiteCollection.semanticRefs.get( - scoredRef.semanticRefOrdinal, - ); - - // Skip if semanticRef is undefined to prevent range access errors - if (!semanticRef || !semanticRef.range) { - debug( - `Warning: SemanticRef not found for ordinal ${scoredRef.semanticRefOrdinal}`, - ); - return; // Skip this iteration - } - - const messageOrdinal = - semanticRef.range.start.messageOrdinal; - const msg = - websiteCollection.messages.get(messageOrdinal); - - if (msg && msg.textChunks.length > 0) { - const startChunk = - semanticRef.range.start.chunkOrdinal || 0; - const endChunk = - semanticRef.range.end?.chunkOrdinal || - msg.textChunks.length - 1; - - // Add score to each chunk in the range - for ( - let chunkOrdinal = startChunk; - chunkOrdinal <= endChunk; - chunkOrdinal++ - ) { - if (chunkOrdinal < msg.textChunks.length) { - const chunkKey = `${messageOrdinal}:${chunkOrdinal}`; - const existing = - chunkScores.get(chunkKey); - - if (existing) { - existing.cumulativeScore += - scoredRef.score; - } else { - chunkScores.set(chunkKey, { - cumulativeScore: - scoredRef.score, - text: msg.textChunks[ - chunkOrdinal - ], - messageOrdinal, - chunkOrdinal, - }); - } - } - } - } - } - }); - }); - - // Rank chunks by cumulative score and select top chunks within token budget - const rankedChunks = Array.from(chunkScores.values()).sort( - (a, b) => b.cumulativeScore - a.cumulativeScore, - ); - - // Token budget: ~16K tokens ≈ 64K characters (using 4 chars/token average) - const targetTokens = request.maxCharsInBudget - ? request.maxCharsInBudget / 4 - : 16000; - const maxChars = targetTokens * 4; - const selectedChunks: typeof rankedChunks = []; - let totalChars = 0; - - for (const chunk of rankedChunks) { - const chunkLength = chunk.text.length; - if (totalChars + chunkLength <= maxChars) { - selectedChunks.push(chunk); - totalChars += chunkLength; - } else { - break; - } - } - - debug( - `Selected ${selectedChunks.length} chunks (${totalChars} chars, ~${Math.round(totalChars / 4)} tokens) from ${rankedChunks.length} total chunks`, - ); - - // Group selected chunks back by message for coherence - const messageChunksMap = new Map< - kp.MessageOrdinal, - Array<{ ordinal: number; text: string; score: number }> - >(); - - for (const chunk of selectedChunks) { - if (!messageChunksMap.has(chunk.messageOrdinal)) { - messageChunksMap.set(chunk.messageOrdinal, []); - } - messageChunksMap.get(chunk.messageOrdinal)!.push({ - ordinal: chunk.chunkOrdinal, - text: chunk.text, - score: chunk.cumulativeScore, - }); - } - - // Build messages from selected chunks - const matchedMessages: Array<{ - timestamp: string; - value: string; - score: number; - title?: string; - url?: string; - chunkCount: number; - }> = []; - - messageChunksMap.forEach((chunks, messageOrdinal) => { - const msg = websiteCollection.messages.get(messageOrdinal); - if (!msg) return; - - const metadata = msg.metadata as any; - - // Sort chunks by ordinal for coherence - chunks.sort((a, b) => a.ordinal - b.ordinal); - - // Combine chunks (maintaining order) - const combinedText = chunks.map((c) => c.text).join("\n\n"); - - // Calculate average score for this message - const avgScore = - chunks.reduce((sum, c) => sum + c.score, 0) / - chunks.length; - - const currMessage = { - timestamp: - metadata.lastVisitTime || - metadata.visitDate || - metadata.bookmarkDate || - new Date().toISOString(), - value: combinedText, - score: avgScore, - title: metadata.title, - url: metadata.url, - chunkCount: chunks.length, - }; - - // Apply scope filtering - if (effectiveScope === "current_page" && request.url) { - if (metadata.url === request.url) { - matchedMessages.push(currMessage); - } - } else { - matchedMessages.push(currMessage); - } - }); - - // Sort by score (highest first) and take top K - matchedMessages.sort((a, b) => b.score - a.score); - const topMatchedMessages = matchedMessages.slice( - 0, - contextOptions.messagesTopK, - ); - - // Map to the format expected by AnswerContext - actualContext.messages = topMatchedMessages.map((msg) => ({ - timestamp: msg.timestamp, - value: msg.value, - })); - - if ( - actualContext.entities.values.length === 0 && - actualContext.topics.values.length === 0 && - topMatchedMessages.length === 0 - ) { - debug( - `Warning: Answer context is empty - no entities, topics, or messages matched`, - ); - } - - // Build filtered AnswerContext from semantic refs - const filteredAnswerContext: any = {}; - - // Add entities extracted from semantic refs - if ( - refsToUse.has("entity") && - actualContext.entities.values.length > 0 - ) { - const entitySemanticRefs = refsToUse.get("entity")!; - const entitySearchResult: kp.SemanticRefSearchResult = { - termMatches: new Set(), - semanticRefMatches: Array.from( - entitySemanticRefs.values(), - ), - }; - filteredAnswerContext.entities = - kp.getRelevantEntitiesForAnswer( - websiteCollection as any, - entitySearchResult, - contextOptions.entitiesTopK, - ); - } - - // Add topics extracted from semantic refs - if ( - refsToUse.has("topic") && - actualContext.topics.values.length > 0 - ) { - const topicSemanticRefs = refsToUse.get("topic")!; - const topicSearchResult: kp.SemanticRefSearchResult = { - termMatches: new Set(), - semanticRefMatches: Array.from( - topicSemanticRefs.values(), - ), - }; - filteredAnswerContext.topics = - kp.getRelevantTopicsForAnswer( - websiteCollection as any, - topicSearchResult, - contextOptions.topicsTopK, - ); - } - - // Use the ranked chunks approach for filtered answer context - // (matchedMessages are already built from ranked chunks) - const topFilteredMessages = matchedMessages.slice( - 0, - contextOptions.messagesTopK, - ); - - filteredAnswerContext.messages = topFilteredMessages.map( - (msg) => ({ - timestamp: msg.timestamp, - value: msg.value, - }), - ); - - // Call generator directly with filtered context - const answerResult = await answerGenerator.generateAnswer( - searchText, - filteredAnswerContext, - ); - - if (answerResult.success) { - const answerResponse = answerResult.data; - - if (answerResponse.type === "Answered") { - answer = answerResponse.answer; - answerType = "synthesized"; - confidence = 0.8; - - answerSources = limitedWebsites - .slice(0, 5) - .map((site, index) => ({ - url: site.metadata.url, - title: site.metadata.title || "", - relevanceScore: 1.0 - index * 0.1, - lastIndexed: - site.metadata.lastVisitTime || - new Date().toISOString(), - })); - - debug( - `Generated answer (${answer!.length} chars) in ${Date.now() - answerStart}ms`, - ); - } else { - answerType = "noAnswer"; - debug( - `No answer generated: ${answerResponse.whyNoAnswer}`, - ); - } - } else { - debug(`Answer generation failed: ${answerResult.message}`); - } - } catch (error) { - debug(`Answer generation error: ${error}`); - } - } - - timing.processing = Date.now() - processingStart; - timing.total = Date.now() - startTime; - - // Update debug context - debugContext.knowledgeMatchCount = limitedWebsites.length; - debugContext.timing = timing; - debugContext.searchStrategies.push("knowpro-language-search"); - - // Build response - const response: SearchWebMemoriesResponse = { - websites: websiteResults, - summary: { - totalFound: websites.length, - searchTime: timing.total, - strategies: debugContext.searchStrategies, - confidence: 0.8, - }, - queryIntent: "discovery", - searchTerms: [searchText], - suggestedFollowups: [], - }; - - // Add answer fields if generated - if (answer !== undefined) { - response.answer = answer; - response.answerType = answerType; - response.answerSources = answerSources; - response.confidence = confidence; - } - - if (relatedEntities !== undefined) { - response.relatedEntities = relatedEntities || undefined; - response.topTopics = topTopics || undefined; - } - - if (request.debug) { - response.debugContext = debugContext; - } - - debug( - `Search completed in ${timing.total}ms with ${websiteResults.length} results`, - ); - return mergeSearchResponses( - memoryServiceResponse, - response, - request.limit ?? 20, - ); - } catch (error) { - timing.total = Date.now() - startTime; - debug(`Search failed: ${error}`); - - return ( - memoryServiceResponse ?? - createErrorResponse( - error instanceof Error ? error.message : "Unknown search error", - startTime, - request.debug ? debugContext : undefined, - ) - ); - } -} - -// OLD SEARCH FUNCTIONS - REMOVED (replaced by knowpro searchConversationWithLanguage) -// - performComprehensiveSearch -// - performAdvancedSearch -// - performHybridSearch -// - performBasicSemanticSearch -// - isSingleTermQuery -// - hasCapitalizedTerms -// - buildEnhancedWhenFilter - -// RESTORED: Direct entity/topic search helpers for entity graph view -// These call knowpro APIs directly for fast, deterministic lookups - -async function performEntitySearch( - request: SearchWebMemoriesRequest, - websiteCollection: website.WebsiteCollection, -): Promise { - try { - debug(`Attempting entity search for: "${request.query}"`); - - const entityType = request.metadata?.entityType; - const facetName = request.metadata?.facetName; - const facetValue = request.metadata?.facetValue; - - const entityResults = await websiteCollection.searchByEntities( - [request.query], - entityType, - facetName, - facetValue, - ); - - debug(`Found ${entityResults.length} results using entity search`); - - const websites = entityResults.map((result) => result.toWebsite()); - const deduplicatedWebsites = deduplicateByUrl(websites); - - debug( - `Entity search: ${websites.length} results (${deduplicatedWebsites.length} after deduplication)`, - ); - - return deduplicatedWebsites.slice(0, request.limit || 20); - } catch (error) { - debug(`Entity search failed: ${error}`); - return []; - } -} - -async function performTopicSearch( - request: SearchWebMemoriesRequest, - websiteCollection: website.WebsiteCollection, -): Promise { - try { - debug(`Attempting topic search for: "${request.query}"`); - - const whenFilter = - request.dateFrom || request.dateTo - ? { - dateRange: { - start: request.dateFrom - ? new Date(request.dateFrom) - : new Date(0), - end: request.dateTo - ? new Date(request.dateTo) - : new Date(), - }, - } - : undefined; - - const searchOptions = { - maxKnowledgeMatches: request.limit || 20, - exactMatch: request.exactMatch || false, - }; - - const topicResults = await websiteCollection.searchByTopics( - [request.query], - whenFilter, - searchOptions, - ); - - debug(`Found ${topicResults.length} results using topic search`); - - const websites = topicResults.map((result) => result.toWebsite()); - const deduplicatedWebsites = deduplicateByUrl(websites); - - debug( - `Topic search: ${websites.length} results (${deduplicatedWebsites.length} after deduplication)`, - ); - - return deduplicatedWebsites.slice(0, request.limit || 20); - } catch (error) { - debug(`Topic search failed: ${error}`); - return []; - } -} - -function deduplicateByUrl(websites: website.Website[]): website.Website[] { - const seenUrls = new Set(); - const deduplicated: website.Website[] = []; - - for (const site of websites) { - const metadata = site.metadata as any; - const url = metadata?.url; - - if (url && !seenUrls.has(url)) { - seenUrls.add(url); - deduplicated.push(site); - } else if (!url) { - deduplicated.push(site); - } - } - - return deduplicated; -} - -// Helper functions - -function convertToWebsiteResults(websites: website.Website[]): WebsiteResult[] { - return websites.map((site) => { - const metadata = site.metadata as any; - return { - url: metadata.url, - title: metadata.title || metadata.url, - domain: metadata.domain || "unknown", - pageType: metadata.pageType || "general", - source: metadata.websiteSource || "unknown", - relevanceScore: 0.8, // Could be enhanced with actual scoring - lastVisited: - metadata.visitDate || metadata.bookmarkDate || undefined, - snippet: extractSnippet(site), - }; - }); -} - -function extractSnippet(website: website.Website): string { - const textContent = website.textChunks?.join(" ") || ""; - return ( - textContent.substring(0, 200) + (textContent.length > 200 ? "..." : "") - ); -} - -function calculateSimplePageRank( - nodes: string[], - relationships: Map>, - iterations: number = 5, - dampingFactor: number = 0.85, -): Map { - const n = nodes.length; - if (n === 0) return new Map(); - - // Build index mapping - const nodeIndex = new Map(); - nodes.forEach((node, index) => nodeIndex.set(node, index)); - - // Build adjacency and out-degree - const adjacency = new Map>(); - const outDegree = new Array(n).fill(0); - - for (let i = 0; i < n; i++) { - adjacency.set(i, new Set()); - } - - relationships.forEach((targets, source) => { - const sourceIdx = nodeIndex.get(source); - if (sourceIdx !== undefined) { - targets.forEach((target) => { - const targetIdx = nodeIndex.get(target); - if (targetIdx !== undefined && sourceIdx !== targetIdx) { - adjacency.get(sourceIdx)!.add(targetIdx); - outDegree[sourceIdx]++; - } - }); - } - }); - - // Initialize PageRank - let pageRank = new Array(n).fill(1.0 / n); - let newPageRank = new Array(n).fill(0); - - // Iterate - for (let iter = 0; iter < iterations; iter++) { - newPageRank.fill((1.0 - dampingFactor) / n); - - for (let i = 0; i < n; i++) { - if (outDegree[i] > 0) { - const contribution = - (dampingFactor * pageRank[i]) / outDegree[i]; - for (const neighbor of adjacency.get(i)!) { - newPageRank[neighbor] += contribution; - } - } - } - - [pageRank, newPageRank] = [newPageRank, pageRank]; - } - - // Convert to map - const result = new Map(); - nodes.forEach((node, index) => { - result.set(node, pageRank[index]); - }); - - return result; -} - -function rankTopicsWithPageRank( - topicMap: Map< - string, - { - topic: string; - count: number; - sites: string[]; - } - >, -): string[] { - // Build co-occurrence graph: topics that appear on same pages are related - const relationships = new Map>(); - const topicsBySite = new Map>(); - - // Group topics by site - topicMap.forEach((entry, topicKey) => { - entry.sites.forEach((site) => { - if (!topicsBySite.has(site)) { - topicsBySite.set(site, new Set()); - } - topicsBySite.get(site)!.add(topicKey); - }); - }); - - // Build relationships from co-occurrence - topicsBySite.forEach((topics) => { - const topicArray = Array.from(topics); - for (let i = 0; i < topicArray.length; i++) { - const topic1 = topicArray[i]; - if (!relationships.has(topic1)) { - relationships.set(topic1, new Set()); - } - for (let j = i + 1; j < topicArray.length; j++) { - const topic2 = topicArray[j]; - relationships.get(topic1)!.add(topic2); - if (!relationships.has(topic2)) { - relationships.set(topic2, new Set()); - } - relationships.get(topic2)!.add(topic1); - } - } - }); - - // Calculate PageRank scores - const topicKeys = Array.from(topicMap.keys()); - const pageRanks = calculateSimplePageRank(topicKeys, relationships); - - // Combine PageRank with occurrence count for final ranking - const scoredTopics = topicKeys.map((key) => { - const entry = topicMap.get(key)!; - const pageRank = pageRanks.get(key) || 0; - const normalizedCount = entry.count / Math.max(1, topicMap.size); - const combinedScore = pageRank * 0.6 + normalizedCount * 0.4; - - return { - topic: entry.topic, - score: combinedScore, - }; - }); - - // Sort by combined score and return top 10 - return scoredTopics - .sort((a, b) => b.score - a.score) - .slice(0, 10) - .map((item) => item.topic); -} - -function rankEntitiesWithPageRank( - entityMap: Map< - string, - { - entity: any; - count: number; - totalConfidence: number; - sites: string[]; - } - >, -): Entity[] { - // Build co-occurrence graph: entities that appear on same pages are related - const relationships = new Map>(); - const entitiesBySite = new Map>(); - - // Group entities by site - entityMap.forEach((entry, entityKey) => { - entry.sites.forEach((site) => { - if (!entitiesBySite.has(site)) { - entitiesBySite.set(site, new Set()); - } - entitiesBySite.get(site)!.add(entityKey); - }); - }); - - // Build relationships from co-occurrence - entitiesBySite.forEach((entities) => { - const entityArray = Array.from(entities); - for (let i = 0; i < entityArray.length; i++) { - const entity1 = entityArray[i]; - if (!relationships.has(entity1)) { - relationships.set(entity1, new Set()); - } - for (let j = i + 1; j < entityArray.length; j++) { - const entity2 = entityArray[j]; - relationships.get(entity1)!.add(entity2); - if (!relationships.has(entity2)) { - relationships.set(entity2, new Set()); - } - relationships.get(entity2)!.add(entity1); - } - } - }); - - // Calculate PageRank scores - const entityKeys = Array.from(entityMap.keys()); - const pageRanks = calculateSimplePageRank(entityKeys, relationships); - - // Combine PageRank with occurrence count and confidence for final ranking - const scoredEntities = entityKeys.map((key) => { - const entry = entityMap.get(key)!; - const pageRank = pageRanks.get(key) || 0; - const normalizedCount = entry.count / Math.max(1, entityMap.size); - const avgConfidence = entry.totalConfidence / entry.count; - const combinedScore = - pageRank * 0.5 + normalizedCount * 0.3 + avgConfidence * 0.2; - - return { - entity: entry.entity, - score: combinedScore, - }; - }); - - // Sort by combined score and return top 10 - return scoredEntities - .sort((a, b) => b.score - a.score) - .slice(0, 10) - .map((item) => { - // Update confidence to average across all occurrences - const entry = entityMap.get(item.entity.name.toLowerCase())!; - item.entity.confidence = entry.totalConfidence / entry.count; - // Add occurrence count metadata - item.entity.occurrenceCount = entry.count; - item.entity.sourceSites = entry.sites.length; - return item.entity; - }); -} - -async function extractKnowledgeFromResults( - results: website.Website[], -): Promise<{ - entities: Entity[]; - topics: string[]; - topicMap: Map< - string, - { topic: string; count: number; sites: string[]; pageRank?: number } - >; - entityMap: Map< - string, - { - entity: any; - count: number; - totalConfidence: number; - sites: string[]; - pageRank?: number; - } - >; -}> { - // Entity aggregation with count tracking - const entityMap = new Map< - string, - { - entity: any; - count: number; - totalConfidence: number; - sites: string[]; - pageRank?: number; - } - >(); - - // Topic aggregation with count tracking - const topicMap = new Map< - string, - { - topic: string; - count: number; - sites: string[]; - pageRank?: number; - } - >(); - - // Process all sites - limit each to 5 topics - for (const site of results) { - const knowledge = site.getKnowledge(); - const siteUrl = (site as any).url || "unknown"; - - // Process ALL entities from this site - if (knowledge?.entities) { - for (const entity of knowledge.entities) { - if (!entity.name) continue; - - const entityNameLower = entity.name.toLowerCase(); - - if (entityMap.has(entityNameLower)) { - // Entity already exists - increment count and update confidence - const existing = entityMap.get(entityNameLower)!; - existing.count += 1; - existing.totalConfidence += - (entity as any).confidence || 0.7; - existing.sites.push(siteUrl); - - // Update entity data if current entity has facets and existing doesn't - if ((entity as any).facets && !existing.entity.facets) { - existing.entity.facets = (entity as any).facets; - } - } else { - // New entity - create entry - const extractedEntity: any = { - name: entity.name, - type: Array.isArray(entity.type) - ? entity.type.join(", ") - : entity.type, - confidence: (entity as any).confidence || 0.7, - }; - - // Add description if available from facets - if ((entity as any).facets) { - const facets = (entity as any).facets; - const descriptionFacet = facets.find( - (f: any) => f.name === "description", - ); - if (descriptionFacet) { - extractedEntity.description = - descriptionFacet.value; - } - - // Add facets array to the entity - extractedEntity.facets = facets.map((facet: any) => ({ - name: facet.name || facet.category || "Unknown", - value: Array.isArray(facet.value) - ? facet.value.join(", ") - : facet.value || - (facet.values ? facet.values.join(", ") : ""), - })); - } - - entityMap.set(entityNameLower, { - entity: extractedEntity, - count: 1, - totalConfidence: extractedEntity.confidence, - sites: [siteUrl], - }); - } - } - } - - // Process all topics from this site for comprehensive recall - if (knowledge?.topics) { - for (const topic of knowledge.topics) { - const topicName = - typeof topic === "string" - ? topic - : (topic as any).name || (topic as any).topic || topic; - if (!topicName) continue; - - const topicNameLower = topicName.toLowerCase(); - - if (topicMap.has(topicNameLower)) { - // Topic already exists - increment count - const existing = topicMap.get(topicNameLower)!; - existing.count += 1; - existing.sites.push(siteUrl); - } else { - // New topic - create entry - topicMap.set(topicNameLower, { - topic: topicName, - count: 1, - sites: [siteUrl], - }); - } - } - } - } - - // Calculate PageRank and store in maps - const topicNodes = Array.from(topicMap.keys()); - const topicRelationships = buildTopicRelationships(topicMap); - const topicPageRanks = calculateSimplePageRank( - topicNodes, - topicRelationships, - ); - topicPageRanks.forEach((rank, topic) => { - const entry = topicMap.get(topic); - if (entry) entry.pageRank = rank; - }); - - const entityNodes = Array.from(entityMap.keys()); - const entityRelationships = buildEntityRelationships(entityMap); - const entityPageRanks = calculateSimplePageRank( - entityNodes, - entityRelationships, - ); - entityPageRanks.forEach((rank, entity) => { - const entry = entityMap.get(entity); - if (entry) entry.pageRank = rank; - }); - - // Apply PageRank-based ranking for topics - const rankedTopics = rankTopicsWithPageRank(topicMap); - - // Apply PageRank-based ranking for entities - const rankedEntities = rankEntitiesWithPageRank(entityMap); - - return { - entities: rankedEntities, - topics: rankedTopics, - topicMap, - entityMap, - }; -} - -function buildTopicRelationships( - topicMap: Map, -): Map> { - const relationships = new Map>(); - const topicsBySite = new Map>(); - - topicMap.forEach((entry, topicKey) => { - entry.sites.forEach((site) => { - if (!topicsBySite.has(site)) { - topicsBySite.set(site, new Set()); - } - topicsBySite.get(site)!.add(topicKey); - }); - }); - - topicsBySite.forEach((topics) => { - const topicArray = Array.from(topics); - for (let i = 0; i < topicArray.length; i++) { - const topic1 = topicArray[i]; - if (!relationships.has(topic1)) { - relationships.set(topic1, new Set()); - } - for (let j = i + 1; j < topicArray.length; j++) { - const topic2 = topicArray[j]; - relationships.get(topic1)!.add(topic2); - if (!relationships.has(topic2)) { - relationships.set(topic2, new Set()); - } - relationships.get(topic2)!.add(topic1); - } - } - }); - - return relationships; -} - -function buildEntityRelationships( - entityMap: Map< - string, - { entity: any; count: number; totalConfidence: number; sites: string[] } - >, -): Map> { - const relationships = new Map>(); - const entitiesBySite = new Map>(); - - entityMap.forEach((entry, entityKey) => { - entry.sites.forEach((site) => { - if (!entitiesBySite.has(site)) { - entitiesBySite.set(site, new Set()); - } - entitiesBySite.get(site)!.add(entityKey); - }); - }); - - entitiesBySite.forEach((entities) => { - const entityArray = Array.from(entities); - for (let i = 0; i < entityArray.length; i++) { - const entity1 = entityArray[i]; - if (!relationships.has(entity1)) { - relationships.set(entity1, new Set()); - } - for (let j = i + 1; j < entityArray.length; j++) { - const entity2 = entityArray[j]; - relationships.get(entity1)!.add(entity2); - if (!relationships.has(entity2)) { - relationships.set(entity2, new Set()); - } - relationships.get(entity2)!.add(entity1); - } - } - }); - - return relationships; -} - -function extractInsightsForWebsite( - websiteResult: WebsiteResult, - websiteSite: website.Website, - topicMap: Map< - string, - { topic: string; count: number; sites: string[]; pageRank?: number } - >, - entityMap: Map< - string, - { - entity: any; - count: number; - totalConfidence: number; - sites: string[]; - pageRank?: number; - } - >, -): { topics: any[]; entities: any[]; relevanceScore: number } { - const websiteText = - `${websiteResult.title} ${websiteResult.snippet || ""} ${websiteResult.domain}`.toLowerCase(); - const knowledge = websiteSite.getKnowledge(); - - const topics: any[] = []; - const entities: any[] = []; - - // Extract topics from this website's knowledge - if (knowledge?.topics) { - for (const topic of knowledge.topics) { - const topicName = - typeof topic === "string" - ? topic - : (topic as any).name || (topic as any).topic || topic; - if (!topicName) continue; - - const topicKey = topicName.toLowerCase(); - const topicInfo = topicMap.get(topicKey); - - if (topicInfo) { - const occurrences = countOccurrences(websiteText, topicKey); - const pageRank = topicInfo.pageRank || 0; - const normalizedCount = - topicInfo.count / Math.max(1, topicMap.size); - const relevance = pageRank * 0.6 + normalizedCount * 0.4; - - topics.push({ - name: topicInfo.topic, - relevance, - occurrences: Math.max(occurrences, 1), - type: - relevance > 0.7 - ? "primary" - : relevance > 0.4 - ? "secondary" - : "related", - }); - } - } - } - - // Extract entities from this website's knowledge - if (knowledge?.entities) { - for (const entity of knowledge.entities) { - if (!entity.name) continue; - - const entityKey = entity.name.toLowerCase(); - const entityInfo = entityMap.get(entityKey); - - if (entityInfo) { - const mentions = countOccurrences(websiteText, entityKey); - const avgConfidence = - entityInfo.totalConfidence / entityInfo.count; - - entities.push({ - name: entityInfo.entity.name, - type: entityInfo.entity.type, - confidence: avgConfidence, - mentions: Math.max(mentions, 1), - }); - } - } - } - - // Sort and limit - topics.sort((a, b) => b.relevance - a.relevance); - entities.sort((a, b) => b.confidence - a.confidence); - - const topTopics = topics.slice(0, 5); - const topEntities = entities.slice(0, 3); - - // Calculate overall relevance score - const topicScore = - topTopics.reduce((sum, t) => sum + t.relevance, 0) / - Math.max(topTopics.length, 1); - const entityScore = - topEntities.reduce((sum, e) => sum + e.confidence, 0) / - Math.max(topEntities.length, 1); - const relevanceScore = - topTopics.length > 0 || topEntities.length > 0 - ? (topicScore + entityScore) / 2 - : 0; - - return { - topics: topTopics, - entities: topEntities, - relevanceScore, - }; -} - -function countOccurrences(text: string, searchTerm: string): number { - const regex = new RegExp( - searchTerm.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"), - "gi", - ); - const matches = text.match(regex); - return matches ? matches.length : 0; -} - -function associateInsightsWithResults( - websiteResults: WebsiteResult[], - websites: website.Website[], - topicMap: Map< - string, - { topic: string; count: number; sites: string[]; pageRank?: number } - >, - entityMap: Map< - string, - { - entity: any; - count: number; - totalConfidence: number; - sites: string[]; - pageRank?: number; - } - >, -): WebsiteResult[] { - return websiteResults.map((result, index) => { - const websiteSite = websites[index]; - if (!websiteSite) return result; - - const insights = extractInsightsForWebsite( - result, - websiteSite, - topicMap, - entityMap, - ); - - if (insights.topics.length > 0 || insights.entities.length > 0) { - return { - ...result, - insights, - }; - } - - return result; - }); -} - -function createMemoryServiceResponse( - matches: BrowserMemoryMatch[], - startTime: number, - debugContext?: SearchDebugContext, -): SearchWebMemoriesResponse { - const websites = matches.map(({ evidence, source }) => ({ - url: evidence.canonicalUri ?? source.canonicalUri ?? source.sourceId, - title: evidence.title, - domain: - metadataString(source.metadata, "domain") ?? - domainFromUrl(evidence.canonicalUri ?? source.canonicalUri), - pageType: metadataString(source.metadata, "pageType") ?? "general", - source: metadataString(source.metadata, "source") ?? "unknown", - relevanceScore: evidence.score, - ...(evidence.capturedAt === undefined - ? {} - : { lastVisited: evidence.capturedAt }), - snippet: evidence.snippet, - })); - return { - websites, - summary: { - totalFound: websites.length, - searchTime: Date.now() - startTime, - strategies: ["memory-service"], - confidence: - websites.reduce( - (total, item) => total + item.relevanceScore, - 0, - ) / websites.length, - }, - answerType: "noAnswer", - queryIntent: "discovery", - suggestedFollowups: [], - ...(debugContext === undefined ? {} : { debugContext }), - }; -} - -function mergeSearchResponses( - memoryResponse: SearchWebMemoriesResponse | undefined, - legacyResponse: SearchWebMemoriesResponse, - limit: number, -): SearchWebMemoriesResponse { - if (memoryResponse === undefined) { - return legacyResponse; - } - const websites = new Map(); - for (const website of [ - ...memoryResponse.websites, - ...legacyResponse.websites, - ]) { - const existing = websites.get(website.url); - if ( - existing === undefined || - website.relevanceScore > existing.relevanceScore - ) { - websites.set(website.url, website); - } - } - const mergedWebsites = [...websites.values()] - .sort((left, right) => right.relevanceScore - left.relevanceScore) - .slice(0, limit); - return { - ...legacyResponse, - websites: mergedWebsites, - summary: { - ...legacyResponse.summary, - totalFound: mergedWebsites.length, - strategies: [ - ...new Set([ - ...memoryResponse.summary.strategies, - ...legacyResponse.summary.strategies, - ]), - ], - }, - }; -} - -function metadataString( - metadata: Record | undefined, - name: string, -): string | undefined { - const value = metadata?.[name]; - return typeof value === "string" ? value : undefined; -} - -function domainFromUrl(url: string | undefined): string { - if (url === undefined) { - return "unknown"; - } - try { - return new URL(url).hostname; - } catch { - return "unknown"; - } -} - -function createEmptyResponse( - message: string, - startTime: number, - debugContext?: SearchDebugContext | undefined, -): SearchWebMemoriesResponse { - return { - websites: [], - summary: { - totalFound: 0, - searchTime: Date.now() - startTime, - strategies: [], - confidence: 0, - }, - answer: message, - answerType: "noAnswer", - answerSources: [], - queryIntent: "discovery", - suggestedFollowups: [], - debugContext: debugContext || undefined, - }; -} - -function createErrorResponse( - error: string, - startTime: number, - debugContext?: SearchDebugContext | undefined, -): SearchWebMemoriesResponse { - return { - websites: [], - summary: { - totalFound: 0, - searchTime: Date.now() - startTime, - strategies: [], - confidence: 0, - }, - answer: `Error occurred during search: ${error}`, - answerType: "noAnswer", - answerSources: [], - queryIntent: "discovery", - suggestedFollowups: [], - debugContext: debugContext || undefined, - }; -} - -// Entity-based search function - Uses direct entity search for fast, deterministic lookups -export async function searchByEntities( - request: { - entities: string[]; - url?: string; - maxResults?: number; - searchScope?: "current_page" | "all_indexed"; - includeMetadata?: boolean; - }, - context: SessionContext, -): Promise { - const startTime = Date.now(); - debug( - `Starting entity search for entities: ${request.entities.join(", ")}`, - ); - - try { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection || websiteCollection.messages.length === 0) { - debug("No website collection available"); - return createEmptyResponse( - "No website data available for entity search", - startTime, - ); - } - - const searchRequest: SearchWebMemoriesRequest = { - query: request.entities.join(" OR "), - searchScope: request.searchScope || "all_indexed", - limit: request.maxResults || 10, - generateAnswer: false, - includeRelatedEntities: true, - exactMatch: false, - minScore: 0.3, - }; - - // Use direct entity search (calls knowpro searchByEntities) - const websites = await performEntitySearch( - searchRequest, - websiteCollection, - ); - - if (!websites || websites.length === 0) { - debug( - `No results found for entities: ${request.entities.join(", ")}`, - ); - return createEmptyResponse( - `No websites found containing entities: ${request.entities.join(", ")}`, - startTime, - ); - } - - debug( - `Entity search found ${websites.length} results for entities: ${request.entities.join(", ")}`, - ); - - let websiteResults = convertToWebsiteResults(websites); - const knowledgeResult = await extractKnowledgeFromResults(websites); - - // Associate insights with individual results - websiteResults = associateInsightsWithResults( - websiteResults, - websites, - knowledgeResult.topicMap, - knowledgeResult.entityMap, - ); - - return { - websites: websiteResults, - summary: { - totalFound: websiteResults.length, - searchTime: Date.now() - startTime, - strategies: ["entity-direct"], - confidence: websiteResults.length > 0 ? 0.9 : 0, - }, - answer: - websiteResults.length > 0 - ? `Found ${websiteResults.length} websites containing the requested entities.` - : `No websites found containing entities: ${request.entities.join(", ")}`, - answerType: websiteResults.length > 0 ? "direct" : "noAnswer", - answerSources: [], - queryIntent: "discovery", - relatedEntities: knowledgeResult.entities, - suggestedFollowups: [], - topTopics: knowledgeResult.topics, - }; - } catch (error) { - console.error("Error in entity search:", error); - return createErrorResponse( - error instanceof Error ? error.message : "Entity search failed", - startTime, - ); - } -} - -// Topic-based search function - Uses direct topic search for fast, deterministic lookups -export async function searchByTopics( - request: { - topics: string[]; - url?: string; - maxResults?: number; - searchScope?: "current_page" | "all_indexed"; - includeMetadata?: boolean; - }, - context: SessionContext, -): Promise { - const startTime = Date.now(); - debug(`Starting topic search for topics: ${request.topics.join(", ")}`); - - try { - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection || websiteCollection.messages.length === 0) { - debug("No website collection available"); - return createEmptyResponse( - "No website data available for topic search", - startTime, - ); - } - - const searchRequest: SearchWebMemoriesRequest = { - query: request.topics.join(" OR "), - searchScope: request.searchScope || "all_indexed", - limit: request.maxResults || 10, - generateAnswer: false, - includeRelatedEntities: true, - exactMatch: false, - minScore: 0.25, - }; - - // Use direct topic search (calls knowpro searchByTopics) - const websites = await performTopicSearch( - searchRequest, - websiteCollection, - ); - - if (!websites || websites.length === 0) { - debug(`No results found for topics: ${request.topics.join(", ")}`); - return createEmptyResponse( - `No websites found containing topics: ${request.topics.join(", ")}`, - startTime, - ); - } - - debug( - `Topic search found ${websites.length} results for topics: ${request.topics.join(", ")}`, - ); - - let websiteResults = convertToWebsiteResults(websites); - const knowledgeResult = await extractKnowledgeFromResults(websites); - - // Associate insights with individual results - websiteResults = associateInsightsWithResults( - websiteResults, - websites, - knowledgeResult.topicMap, - knowledgeResult.entityMap, - ); - - return { - websites: websiteResults, - summary: { - totalFound: websiteResults.length, - searchTime: Date.now() - startTime, - strategies: ["topic-direct"], - confidence: websiteResults.length > 0 ? 0.9 : 0, - }, - answer: - websiteResults.length > 0 - ? `Found ${websiteResults.length} websites containing the requested topics.` - : `No websites found containing topics: ${request.topics.join(", ")}`, - answerType: websiteResults.length > 0 ? "direct" : "noAnswer", - answerSources: [], - queryIntent: "discovery", - relatedEntities: knowledgeResult.entities, - suggestedFollowups: [], - topTopics: knowledgeResult.topics, - }; - } catch (error) { - console.error("Error in topic search:", error); - return createErrorResponse( - error instanceof Error ? error.message : "Topic search failed", - startTime, - ); - } -} - -// Hybrid search function - combines multiple strategies -export async function hybridSearch( - request: { - query: string; - url?: string; - maxResults?: number; - searchScope?: "current_page" | "all_indexed"; - includeMetadata?: boolean; - combineStrategies?: boolean; - }, - context: SessionContext, -): Promise { - const startTime = Date.now(); - debug(`Starting hybrid search for query: ${request.query}`); - - try { - // Extract potential entities and topics from query - const queryWords = request.query - .toLowerCase() - .split(/\s+/) - .filter((word) => word.length > 2); - const potentialEntities = queryWords.filter((word) => - /^[A-Z]/.test( - request.query - .split(" ") - .find((w) => w.toLowerCase() === word) || "", - ), - ); - const potentialTopics = queryWords; - - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection || websiteCollection.messages.length === 0) { - debug("No website collection available"); - return createEmptyResponse( - "No website data available for hybrid search", - startTime, - ); - } - - // Run multiple search strategies in parallel using direct methods - const [textSearchPromise, entitySearchPromise, topicSearchPromise] = [ - // Standard text search - searchWebMemories( - { - query: request.query, - searchScope: request.searchScope || "all_indexed", - limit: Math.ceil((request.maxResults || 10) * 0.6), - generateAnswer: true, - includeRelatedEntities: true, - enableAdvancedSearch: true, - minScore: 0.4, - }, - context, - ), - - // Direct entity-based search if we detected potential entities - potentialEntities.length > 0 - ? (async () => { - try { - const entityResults = - await websiteCollection.searchByEntities( - potentialEntities, - ); - return entityResults - ? { - websites: convertToWebsiteResults( - entityResults - .map((r) => r.toWebsite()) - .slice( - 0, - Math.ceil( - (request.maxResults || 10) * - 0.3, - ), - ), - ), - summary: { strategies: ["entity-direct"] }, - } - : null; - } catch (error) { - debug("Entity search failed in hybrid:", error); - return null; - } - })() - : Promise.resolve(null), - - // Direct topic-based search - potentialTopics.length > 0 - ? (async () => { - try { - const topicResults = - await websiteCollection.searchByTopics( - potentialTopics.slice(0, 3), - ); - return topicResults - ? { - websites: convertToWebsiteResults( - topicResults - .map((r) => r.toWebsite()) - .slice( - 0, - Math.ceil( - (request.maxResults || 10) * - 0.3, - ), - ), - ), - summary: { strategies: ["topic-direct"] }, - } - : null; - } catch (error) { - debug("Topic search failed in hybrid:", error); - return null; - } - })() - : Promise.resolve(null), - ]; - - const [textResult, entityResult, topicResult] = await Promise.all([ - textSearchPromise, - entitySearchPromise, - topicSearchPromise, - ]); - - // Combine and deduplicate results - const allWebsites = new Map(); - const strategies = ["hybrid"]; - - // Add text search results (highest priority) - textResult.websites.forEach((website) => { - allWebsites.set(website.url, { - ...website, - relevanceScore: website.relevanceScore * 1.0, // Full weight - }); - }); - strategies.push(...textResult.summary.strategies); - - // Add entity search results (medium priority) - if (entityResult && entityResult.websites) { - entityResult.websites.forEach((website) => { - const existing = allWebsites.get(website.url); - if (existing) { - // Boost score for multi-strategy matches - existing.relevanceScore = Math.min( - 1.0, - existing.relevanceScore + 0.2, - ); - } else { - allWebsites.set(website.url, { - ...website, - relevanceScore: website.relevanceScore * 0.8, // Slightly lower weight - }); - } - }); - if (entityResult.summary && entityResult.summary.strategies) { - strategies.push(...entityResult.summary.strategies); - } - } - - // Add topic search results (lower priority) - if (topicResult && topicResult.websites) { - topicResult.websites.forEach((website) => { - const existing = allWebsites.get(website.url); - if (existing) { - // Boost score for multi-strategy matches - existing.relevanceScore = Math.min( - 1.0, - existing.relevanceScore + 0.15, - ); - } else { - allWebsites.set(website.url, { - ...website, - relevanceScore: website.relevanceScore * 0.7, // Lower weight - }); - } - }); - if (topicResult.summary && topicResult.summary.strategies) { - strategies.push(...topicResult.summary.strategies); - } - } - - // Sort by combined relevance score and limit results - const combinedWebsites = Array.from(allWebsites.values()) - .sort((a, b) => b.relevanceScore - a.relevanceScore) - .slice(0, request.maxResults || 10); - - debug( - `Hybrid search completed: ${combinedWebsites.length} results from ${strategies.length} strategies`, - ); - - // Use the best answer from text search, as it's most likely to be relevant - const finalAnswer = - textResult.answer || - "Results found from multiple search strategies."; - const finalSources = textResult.answerSources || []; - - return { - websites: combinedWebsites, - summary: { - totalFound: combinedWebsites.length, - searchTime: Date.now() - startTime, - strategies: Array.from(new Set(strategies)), - confidence: Math.min( - 1.0, - combinedWebsites.length > 0 ? 0.8 : 0.2, - ), - }, - answer: finalAnswer, - answerType: textResult.answerType || "synthesized", - answerSources: finalSources, - queryIntent: textResult.queryIntent || "discovery", - relatedEntities: textResult.relatedEntities || [], - suggestedFollowups: textResult.suggestedFollowups || [], - topTopics: textResult.topTopics || [], - }; - } catch (error) { - console.error("Error in hybridSearch:", error); - return createErrorResponse( - error instanceof Error ? error.message : "Hybrid search failed", - startTime, - ); - } -} -export function generateWebSearchHtml( - searchResponse: SearchWebMemoriesResponse, - summary: string, -): string { - let html = `
`; - - // Add summary header - html += `
${summary}
`; - - // Add answer if available - if (searchResponse.answer && searchResponse.answerType !== "noAnswer") { - html += `
-
Answer:
-
${searchResponse.answer}
-
`; - } - - // Add main results as ordered list - if (searchResponse.websites.length > 0) { - html += `
Search Results:
`; - html += `
    `; - - const topResults = searchResponse.websites.slice(0, 10); - topResults.forEach((site: any, index: number) => { - html += `
  1. -
    -
    -
    ${escapeHtml(site.title)}
    -
    ${escapeHtml(site.url)}
    -
    - ${site.lastVisited ? ` • Visited: ${new Date(site.lastVisited).toLocaleDateString()}` : ""} -
    -
    -
    -
    2. `; - }); - - html += `
`; - } - - // Add related entities if available - if ( - searchResponse.relatedEntities && - searchResponse.relatedEntities.length > 0 - ) { - html += `
-
Related Entities:
-
`; - const topEntities = searchResponse.relatedEntities.slice(0, 5); - topEntities.forEach((entity: any) => { - html += `${escapeHtml(entity.name)}`; - }); - html += `
`; - } - - // Add topics if available - if (searchResponse.topTopics && searchResponse.topTopics.length > 0) { - html += `
-
Top Topics:
-
`; - const topTopics = searchResponse.topTopics.slice(0, 5); - topTopics.forEach((topic: string) => { - html += `${escapeHtml(topic)}`; - }); - html += `
`; - } - - // Add follow-up suggestions if available - if ( - searchResponse.suggestedFollowups && - searchResponse.suggestedFollowups.length > 0 - ) { - html += `
-
Suggested follow-ups:
-
    `; - searchResponse.suggestedFollowups.forEach((followup: string) => { - html += `
  • ${escapeHtml(followup)}
    • `; - }); - html += `
`; - } - - html += `
`; - - // Add CSS styles for better presentation - html += ` - `; - - return html; -} -export function generateWebSearchMarkdown( - searchResponse: SearchWebMemoriesResponse, - query: string, -): string { - let content = `Found ${searchResponse.websites.length} result(s) in ${searchResponse.summary.searchTime}ms\n\n`; - - // Add answer if available - if (searchResponse.answer && searchResponse.answerType !== "noAnswer") { - content += `** Answer:**${searchResponse.answer}\n\n`; - } - - // Add main results (limit to top 10) - if (searchResponse.websites.length > 0) { - content += `**Top Results:**\n\n`; - const topResults = searchResponse.websites.slice(0, 10); - - topResults.forEach((site: any, index: number) => { - content += `${index + 1}. ${site.title}\n`; - content += `([link](${site.url}))\n`; - - if (site.lastVisited) { - content += ` • Last visited: ${new Date(site.lastVisited).toLocaleDateString()}`; - } - content += `\n\n`; - }); - } - - // Add related entities if available - if ( - searchResponse.relatedEntities && - searchResponse.relatedEntities.length > 0 - ) { - content += `**Related Entities:**\n\n`; - const topEntities = searchResponse.relatedEntities.slice(0, 5); - topEntities.forEach((entity: any) => { - content += `- ${entity.name}\n`; - }); - content += `\n`; - } - - // Add topics if available - if (searchResponse.topTopics && searchResponse.topTopics.length > 0) { - content += `**Top Topics**\n\n`; - const topTopics = searchResponse.topTopics.slice(0, 5); - topTopics.forEach((topic: string) => { - content += `- ${topic}\n`; - }); - content += `\n`; - } - - // Add follow-up suggestions if available - if ( - searchResponse.suggestedFollowups && - searchResponse.suggestedFollowups.length > 0 - ) { - content += `**Suggested Follow-ups:**\n\n`; - searchResponse.suggestedFollowups.forEach((followup: string) => { - content += `- ${followup}\n`; - }); - } - - return content; -} - -export function escapeHtml(unsafe: string): string { - return unsafe - .replace(/&/g, "&") - .replace(//g, ">") - .replace(/"/g, """) - .replace(/'/g, "'"); -} diff --git a/ts/packages/agents/browser/src/agent/websiteMemory.mts b/ts/packages/agents/browser/src/agent/websiteMemory.mts index 9974a2cb72..be0ab122bf 100644 --- a/ts/packages/agents/browser/src/agent/websiteMemory.mts +++ b/ts/packages/agents/browser/src/agent/websiteMemory.mts @@ -16,7 +16,7 @@ import { BrowserActionContext } from "./browserActions.mjs"; import { searchWebMemories, SearchWebMemoriesRequest, -} from "./searchWebMemories.mjs"; +} from "./durableWebSearch.mjs"; import * as website from "@typeagent/website-memory"; import * as kpLib from "@typeagent/knowledge-processor"; import { openai as ai } from "@typeagent/aiclient"; @@ -30,7 +30,13 @@ import { ImportStateManager, ImportState, } from "./import/importStateManager.mjs"; -import * as path from "path"; + +function createWebsiteKnowledgeModel(role: string) { + return ai.createChatModel(ai.GPT_5_6_LUNA, undefined, undefined, [ + "website-knowledge", + role, + ]); +} function logStructuredProgress( current: number, @@ -137,12 +143,6 @@ export async function resolveURLWithHistory( ): Promise { debug(`Attempting to resolve '${site}' using website visit history`); - const websiteCollection = context.agentContext.websiteCollection; - if (!websiteCollection || websiteCollection.messages.length === 0) { - debug("No website collection available or empty"); - return undefined; - } - try { // Create SessionContext wrapper for searchWebMemories // Use minimal required fields - searchWebMemories only needs agentContext @@ -262,6 +262,9 @@ export async function importWebsiteDataFromSession( type: "websiteImport" as const, ...(parameters.url && { url: parameters.url }), }; + const importId = importContext.importId; + let importState: ImportState | undefined; + let persistedDuringExtraction = false; try { const { @@ -277,7 +280,7 @@ export async function importWebsiteDataFromSession( logStructuredProgress( 0, - 0, + limit ?? 0, `Preparing ${type} import from ${source}`, "initializing", importContext, @@ -361,17 +364,8 @@ export async function importWebsiteDataFromSession( // Create AI model for intelligent analysis if AI mode is enabled if (extractionMode !== "basic") { try { - const apiSettings = ai.azureApiSettingsFromEnv( - ai.ModelType.Chat, - undefined, - undefined, // Use default model - ); - const chatModel = ai.createChatModel( - apiSettings, - undefined, - undefined, - ["website-analysis"], - ); + const chatModel = + createWebsiteKnowledgeModel("bookmark-import"); // Create knowledge extractor for ContentExtractor importOptions.knowledgeExtractor = @@ -414,6 +408,20 @@ export async function importWebsiteDataFromSession( ); if (metadataWebsites.length > 0) { + importState = { + importId, + totalWebsites: metadataWebsites.length, + processedWebsites: 0, + lastSavePoint: 0, + failedUrls: [], + startTime: Date.now(), + lastProgressTime: Date.now(), + extractionMode, + source, + type, + filePath, + }; + await ImportStateManager.saveImportState(importState); logStructuredProgress( 0, metadataWebsites.length, @@ -525,6 +533,7 @@ export async function importWebsiteDataFromSession( const batchProcessor = new website.BatchProcessor( extractor, ); + let persistedCount = 0; const extractionProgressCallback = ( progress: BatchProgress, @@ -548,20 +557,37 @@ export async function importWebsiteDataFromSession( { processingMode: "batch", progressCallback: extractionProgressCallback, + itemCompleteCallback: async (result, index) => { + const metaSite = metadataWebsites[index]; + const completedWebsite: any = { + ...metaSite, + knowledge: result.knowledge, + textChunks: result.pageContent?.mainContent + ? [result.pageContent.mainContent] + : metaSite.textChunks || [], + }; + websites[index] = completedWebsite; + await ingestWebsitesIntoMemoryService( + [completedWebsite], + extractionMode, + context.agentContext, + importContext, + index, + metadataWebsites.length, + ); + persistedDuringExtraction = true; + persistedCount++; + importState!.processedWebsites = persistedCount; + importState!.lastSavePoint = persistedCount; + importState!.lastProgressTime = Date.now(); + await ImportStateManager.saveImportState( + importState!, + ); + }, }, ); - // Build complete website objects from extraction results - websites = metadataWebsites.map((metaSite, index) => { - const result = extractionResults[index]; - return { - ...metaSite, - knowledge: result?.knowledge, - textChunks: result?.pageContent?.mainContent - ? [result.pageContent.mainContent] - : metaSite.textChunks || [], - }; - }); + websites = websites.filter((item) => item !== undefined); logStructuredProgress( extractionResults.length, @@ -586,37 +612,34 @@ export async function importWebsiteDataFromSession( } } - if (!context.agentContext.websiteCollection) { - context.agentContext.websiteCollection = - new website.WebsiteCollection(); - } - - //Set up periodic persistence - const importId = importContext.importId; - const chunkSize = Math.min(50, Math.ceil(websites.length * 0.2)); + // Set up periodic durable-ingestion checkpoints. + const pendingWebsites = persistedDuringExtraction ? [] : websites; + const chunkSize = Math.min(50, Math.ceil(pendingWebsites.length * 0.2)); const savePoints = ImportStateManager.calculateSavePoints( websites.length, ); let currentSavePointIndex = 0; // Initialize import state - const importState: ImportState = { - importId, - totalWebsites: websites.length, - processedWebsites: 0, - lastSavePoint: 0, - failedUrls: [], - startTime: Date.now(), - lastProgressTime: Date.now(), - extractionMode, - source, - type, - filePath, - }; - await ImportStateManager.saveImportState(importState); + if (importState === undefined) { + importState = { + importId, + totalWebsites: websites.length, + processedWebsites: 0, + lastSavePoint: 0, + failedUrls: [], + startTime: Date.now(), + lastProgressTime: Date.now(), + extractionMode, + source, + type, + filePath, + }; + await ImportStateManager.saveImportState(importState); + } - for (let i = 0; i < websites.length; i += chunkSize) { - const chunk = websites.slice(i, i + chunkSize); + for (let i = 0; i < pendingWebsites.length; i += chunkSize) { + const chunk = pendingWebsites.slice(i, i + chunkSize); const chunkIndex = Math.floor(i / chunkSize) + 1; const totalChunks = Math.ceil(websites.length / chunkSize); const processedCount = i + chunk.length; @@ -624,8 +647,8 @@ export async function importWebsiteDataFromSession( logStructuredProgress( processedCount, websites.length, - `Building knowledge graph (chunk ${chunkIndex}/${totalChunks})`, - "graph-building", + `Persisting durable memory (chunk ${chunkIndex}/${totalChunks})`, + "persisting", importContext, undefined, // summary undefined, // itemDetails @@ -645,40 +668,6 @@ export async function importWebsiteDataFromSession( websites.length, ); - context.agentContext.websiteCollection.addWebsites(chunk); - - try { - await context.agentContext.websiteCollection.addToIndex(); - } catch (error) { - debug( - `Incremental indexing failed, falling back to full rebuild: ${error}`, - ); - await context.agentContext.websiteCollection.buildIndex(); - } - - await context.agentContext.websiteCollection.updateGraphIncremental( - chunk, - ); - - try { - const topicsCount = chunk.filter( - (site) => site.knowledge?.topics?.length > 0, - ).length; - if (topicsCount > 0) { - await context.agentContext.websiteCollection.updateHierarchicalTopics( - chunk, - ); - debug( - `Updated hierarchical topics for ${topicsCount} websites in chunk ${chunkIndex}/${totalChunks}`, - ); - } - } catch (error) { - console.warn( - "Failed to update hierarchical topics during import:", - error, - ); - } - // Check if we should save progress if ( currentSavePointIndex < savePoints.length && @@ -699,22 +688,6 @@ export async function importWebsiteDataFromSession( ); try { - // Save WebsiteCollection to backup location - if (context.agentContext.index?.path) { - const backupPath = - ImportStateManager.getCollectionBackupPath( - importId, - processedCount, - ); - await context.agentContext.websiteCollection.writeToFile( - path.dirname(backupPath), - path.basename(backupPath, ".json"), - ); - debug( - `Saved website collection backup to ${backupPath}`, - ); - } - // Update import state importState.processedWebsites = processedCount; importState.lastSavePoint = processedCount; @@ -745,29 +718,14 @@ export async function importWebsiteDataFromSession( } } - // Entity processing is now handled by the website-memory package integration debug(`Website import completed for ${websites.length} websites`); - // Final save and cleanup + // Durable ingestion has already persisted every completed chunk. try { - if (context.agentContext.index?.path) { - await context.agentContext.websiteCollection.writeToFile( - context.agentContext.index.path, - "index", - ); - debug( - `Saved website collection to ${context.agentContext.index.path}`, - ); - } else { - debug("No index path available, website data not persisted"); - } - - // Clean up import state and backups await ImportStateManager.deleteImportState(importId); - await ImportStateManager.cleanupOldBackups(importId); - debug(`Cleaned up import state and backups for ${importId}`); + debug(`Cleaned up import state for ${importId}`); } catch (error) { - debug(`Failed to save website collection or cleanup: ${error}`); + debug(`Failed to clean up import state: ${error}`); } // Calculate knowledge statistics for the completion event @@ -890,40 +848,6 @@ export async function importHtmlFolderFromSession( // Initialize import options for folder processing const importOptions: any = {}; - // For AI-enabled modes, validate AI availability before starting import - if (extractionMode !== "basic") { - try { - // Create and validate the knowledge extractor (same logic as BrowserKnowledgeExtractor) - const apiSettings = ai.azureApiSettingsFromEnv( - ai.ModelType.Chat, - ); - const languageModel = ai.createChatModel(apiSettings); - const knowledgeExtractor = - kpLib.conversation.createKnowledgeExtractor(languageModel); - - // Validate that the knowledge extractor works by testing extraction - const testResult = await knowledgeExtractor.extract( - "test content for validation", - ); - if (!testResult) { - throw new Error("Knowledge extractor validation failed"); - } - - // Store the validated knowledge extractor in import options - importOptions.knowledgeExtractor = knowledgeExtractor; - } catch (error) { - if (error instanceof AIModelRequiredError) { - throw new Error( - `Cannot import HTML folder with ${extractionMode} mode: ${error.message}`, - ); - } else { - throw new Error( - `AI model initialization failed for ${extractionMode} mode: ${(error as Error).message}. Please check AI model configuration or use 'basic' mode.`, - ); - } - } - } - // Validate folder path first const validation = await validateHtmlFolder(folderPath, options); if (!validation.valid) { @@ -954,10 +878,11 @@ export async function importHtmlFolderFromSession( importContext, ); - // Ensure we have a website collection - if (!context.agentContext.websiteCollection) { - context.agentContext.websiteCollection = - new website.WebsiteCollection(); + if (extractionMode !== "basic") { + const languageModel = + createWebsiteKnowledgeModel("html-folder-import"); + importOptions.knowledgeExtractor = + kpLib.conversation.createKnowledgeExtractor(languageModel); } // Process files in batches for better performance and progress reporting @@ -1126,8 +1051,8 @@ export async function importHtmlFolderFromSession( logStructuredProgress( i + chunk.length, websites.length, - `Building knowledge graph (chunk ${chunkIndex}/${totalChunks})`, - "graph-building", + `Persisting durable memory (chunk ${chunkIndex}/${totalChunks})`, + "persisting", importContext, ); @@ -1139,67 +1064,9 @@ export async function importHtmlFolderFromSession( i, websites.length, ); - - context.agentContext.websiteCollection.addWebsites(chunk); - - try { - await context.agentContext.websiteCollection.addToIndex(); - } catch (error) { - debug( - `Incremental indexing failed, falling back to full rebuild: ${error}`, - ); - await context.agentContext.websiteCollection.buildIndex(); - } - - await context.agentContext.websiteCollection.updateGraphIncremental( - chunk, - ); - - try { - const topicsCount = chunk.filter( - (site) => site.knowledge?.topics?.length > 0, - ).length; - if (topicsCount > 0) { - await context.agentContext.websiteCollection.updateHierarchicalTopics( - chunk, - ); - debug( - `Updated hierarchical topics for ${topicsCount} websites in chunk ${chunkIndex}/${totalChunks}`, - ); - } - } catch (error) { - console.warn( - "Failed to update hierarchical topics during HTML folder import:", - error, - ); - } } - // Entity processing is now handled by the website-memory package integration debug(`HTML file import completed for ${websites.length} files`); - - try { - if (context.agentContext.index?.path) { - await context.agentContext.websiteCollection.writeToFile( - context.agentContext.index.path, - "index", - ); - debug( - `Saved website collection with ${successCount} new files to ${context.agentContext.index.path}`, - ); - } else { - debug( - "No index path available, HTML folder data not persisted", - ); - } - } catch (error) { - debug(`Failed to save website collection: ${error}`); - errors.push({ - type: "persistence", - message: `Failed to save data: ${(error as Error).message}`, - timestamp: Date.now(), - }); - } } const duration = Date.now() - startTime; @@ -1265,6 +1132,7 @@ export async function importHtmlFolderFromSession( summary: summaryStats, }; } catch (error: any) { + logStructuredProgress(0, 0, error.message, "error", importContext); return { success: false, importId: parameters.importId, @@ -1441,9 +1309,15 @@ export async function getWebsiteStats( action: TypeAgentAction, ) { try { - const websiteCollection = - context.sessionContext.agentContext.websiteCollection; - if (!websiteCollection || websiteCollection.messages.length === 0) { + const memory = context.sessionContext.agentContext.browserMemoryService; + if (memory === undefined) { + return createActionResult( + "Durable browser memory is not available.", + true, + ); + } + const sources = await memory.listSources(); + if (sources.length === 0) { return createActionResult( "No website data available. Please import website data first.", true, @@ -1451,27 +1325,26 @@ export async function getWebsiteStats( } const { groupBy = "domain", limit = 10 } = action.parameters || {}; - const websites = websiteCollection.messages.getAll(); const stats: { [key: string]: number } = {}; - const totalCount = websites.length; + const totalCount = sources.length; - for (const site of websites) { - const metadata = site.metadata as website.WebsiteDocPartMeta; + for (const source of sources) { + const metadata = source.metadata ?? {}; let key: string; switch (groupBy) { case "domain": - key = metadata.domain || "unknown"; + key = String(metadata.domain || "unknown"); break; case "pageType": - key = metadata.pageType || "general"; + key = String(metadata.pageType || "general"); break; case "source": - key = metadata.websiteSource; + key = String(metadata.source || "unknown"); break; default: - key = metadata.domain || "unknown"; + key = String(metadata.domain || "unknown"); } stats[key] = (stats[key] || 0) + 1; @@ -1493,10 +1366,15 @@ export async function getWebsiteStats( // Add some additional stats if (groupBy !== "source") { const sourceCounts = { bookmark: 0, history: 0, reading_list: 0 }; - for (const site of websites) { - sourceCounts[ - (site.metadata as website.WebsiteDocPartMeta).websiteSource - ]++; + for (const item of sources) { + const source = item.metadata?.source; + if ( + source === "bookmark" || + source === "history" || + source === "reading_list" + ) { + sourceCounts[source]++; + } } resultText += `\nBy Source:\n`; for (const [source, count] of Object.entries(sourceCounts)) { diff --git a/ts/packages/agents/browser/test/browserInitOptions.test.ts b/ts/packages/agents/browser/test/browserInitOptions.test.ts index f6da2ece4e..6eeead049b 100644 --- a/ts/packages/agents/browser/test/browserInitOptions.test.ts +++ b/ts/packages/agents/browser/test/browserInitOptions.test.ts @@ -1,8 +1,12 @@ // Copyright (c) Microsoft Corporation. // Licensed under the MIT License. -import type { BrowserControl } from "@typeagent/browser-control-rpc/types"; -import type { MemoryServiceClient } from "@typeagent/memory-client"; +import { + createBrowserControlRpcFacade, + type BrowserControl, +} from "@typeagent/browser-control-rpc/types"; +import { createMemoryServiceRpcFacade } from "@typeagent/memory-service/rpc"; +import type { MemoryService } from "@typeagent/memory-service"; import { normalizeBrowserAgentInitOptions } from "../src/agent/browserActions.mjs"; describe("normalizeBrowserAgentInitOptions", () => { @@ -29,4 +33,29 @@ describe("normalizeBrowserAgentInitOptions", () => { test("uses external browser control when no options are supplied", () => { expect(normalizeBrowserAgentInitOptions(undefined)).toEqual({}); }); + + test("creates plain facades that preserve method receivers", async () => { + const browserControl = Object.create({ + getPageUrl() { + return Promise.resolve(this.url); + }, + }) as BrowserControl & { url: string }; + browserControl.url = "https://example.com"; + const memoryService = Object.create({ + listCorpora() { + return Promise.resolve(this.corpora); + }, + }) as MemoryService & { corpora: [] }; + memoryService.corpora = []; + + const browserFacade = createBrowserControlRpcFacade(browserControl); + const memoryFacade = createMemoryServiceRpcFacade(memoryService); + + expect(Object.getPrototypeOf(browserFacade)).toBe(Object.prototype); + expect(Object.getPrototypeOf(memoryFacade)).toBe(Object.prototype); + await expect(browserFacade.getPageUrl()).resolves.toBe( + "https://example.com", + ); + await expect(memoryFacade.listCorpora()).resolves.toEqual([]); + }); }); diff --git a/ts/packages/agents/browser/test/browserMemoryService.test.ts b/ts/packages/agents/browser/test/browserMemoryService.test.ts index 3439e1bbd2..b4d57c2f4b 100644 --- a/ts/packages/agents/browser/test/browserMemoryService.test.ts +++ b/ts/packages/agents/browser/test/browserMemoryService.test.ts @@ -20,6 +20,7 @@ function createClient(): jest.Mocked { documentCount: 0, })), listCorpora: jest.fn(async () => []), + clearCorpus: jest.fn(async () => 0), listSources: jest.fn(async () => []), getSource: jest.fn(), ingestDocument: jest.fn(async () => ({ @@ -29,7 +30,17 @@ function createClient(): jest.Mocked { state: "accepted", statusUri: "typeagent-memory://jobs/job-1", })), - getJob: jest.fn(), + getJob: jest.fn(async () => ({ + jobId: "job-1", + corpusId: "browser-corpus", + sourceId: "source-1", + revisionId: "revision-1", + state: "complete", + progress: { completed: 1, total: 1 }, + createdAt: "2026-01-01T00:00:00.000Z", + updatedAt: "2026-01-01T00:00:00.000Z", + warnings: [], + })), cancelJob: jest.fn(), search: jest.fn(async (request) => ({ query: request.query, @@ -88,29 +99,26 @@ describe("BrowserMemoryService", () => { .sourceId as string; expect(firstSourceId).toMatch(/^web:[a-f0-9]{64}$/); expect(secondSourceId).toBe(firstSourceId); - expect(client.waitForJob).toHaveBeenCalledTimes(2); + expect(client.getJob).toHaveBeenCalledTimes(2); }); test("forwards ingestion progress to browser callers", async () => { const client = createClient(); const onProgress = jest.fn(); - client.waitForJob.mockImplementation(async (_jobId, options) => { - options?.onProgress?.({ + client.getJob.mockResolvedValue({ + jobId: "job-1", + corpusId: "browser-corpus", + sourceId: "source-1", + revisionId: "revision-1", + state: "complete", + progress: { completed: 2, total: 3, message: "Creating embeddings", - }); - return { - jobId: "job-1", - corpusId: "browser-corpus", - sourceId: "source-1", - revisionId: "revision-1", - state: "complete", - progress: { completed: 3, total: 3 }, - createdAt: "2026-01-01T00:00:00.000Z", - updatedAt: "2026-01-01T00:00:00.000Z", - warnings: [], - }; + }, + createdAt: "2026-01-01T00:00:00.000Z", + updatedAt: "2026-01-01T00:00:00.000Z", + warnings: [], }); await new BrowserMemoryService(client).ingest( @@ -144,6 +152,15 @@ describe("BrowserMemoryService", () => { expect(client.getKnowledgeGraph).toHaveBeenCalledWith("browser-corpus"); }); + test("clears the durable browser corpus", async () => { + const client = createClient(); + client.clearCorpus.mockResolvedValue(3); + + await expect(new BrowserMemoryService(client).clear()).resolves.toBe(3); + + expect(client.clearCorpus).toHaveBeenCalledWith("browser-corpus"); + }); + test("translates URL, metadata, and date filters to source IDs", async () => { const client = createClient(); const matchingSource: MemorySource = { diff --git a/ts/packages/agents/browser/test/search/queryEnhancement.test.ts b/ts/packages/agents/browser/test/search/queryEnhancement.test.ts deleted file mode 100644 index daa17b2ded..0000000000 --- a/ts/packages/agents/browser/test/search/queryEnhancement.test.ts +++ /dev/null @@ -1,115 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import { QueryEnhancementAdapter } from "../../src/agent/search/queryEnhancementAdapter.mjs"; - -describe("QueryEnhancementAdapter - Target Queries", () => { - let adapter: QueryEnhancementAdapter; - - beforeEach(() => { - adapter = new QueryEnhancementAdapter(); - }); - - describe("Target Query Enhancement", () => { - const testCases = [ - { - query: "most recently bookmarked github repo", - description: - "Should optimize query and apply github + bookmark filters", - }, - { - query: "summarize car reviews last week", - description: "Should optimize query and apply temporal filter", - }, - { - query: "most often visited news site", - description: "Should optimize query for frequency ranking", - }, - { - query: "earliest transformers article bookmarked", - description: - "Should optimize query and apply earliest + bookmark filters", - }, - { - query: "car review I read last month", - description: "Should optimize query and apply temporal filter", - }, - ]; - - testCases.forEach(({ query, description }) => { - it(`should enhance: "${query}"`, async () => { - const request = { - query, - limit: 20, - enableAdvancedSearch: true, - generateAnswer: true, - }; - - // Test that enhancement doesn't throw errors - const enhanced = await adapter.enhanceSearchRequest( - request, - {}, - ); - - expect(enhanced).toBeTruthy(); - expect(enhanced.query).toBeTruthy(); - expect(typeof enhanced.query).toBe("string"); - - // Should have metadata with analysis - const analysis = (enhanced as any).metadata?.analysis; - if (analysis) { - expect(analysis.intent).toBeTruthy(); - expect(analysis.intent.type).toBeTruthy(); - expect(analysis.confidence).toBeGreaterThan(0); - } - - console.log(`Enhanced "${query}":`); - console.log(` Original: "${request.query}"`); - console.log(` Optimized: "${enhanced.query}"`); - if (enhanced.domain) - console.log(` Domain filter: ${enhanced.domain}`); - if (enhanced.source) - console.log(` Source filter: ${enhanced.source}`); - if (enhanced.dateFrom) - console.log( - ` Date range: ${enhanced.dateFrom} to ${enhanced.dateTo}`, - ); - if (analysis) { - console.log( - ` Intent: ${analysis.intent.type} (confidence: ${analysis.confidence})`, - ); - if (analysis.ranking) - console.log( - ` Ranking: ${analysis.ranking.primaryFactor} ${analysis.ranking.direction}`, - ); - } - console.log(""); - }); - }); - }); - - describe("Simple Queries", () => { - const simpleQueries = [ - "machine learning", - "react tutorial", - "python documentation", - ]; - - simpleQueries.forEach((query) => { - it(`should handle simple query: "${query}"`, async () => { - const request = { query, limit: 20 }; - - // Should not throw even for simple queries - const enhanced = await adapter.enhanceSearchRequest( - request, - {}, - ); - - expect(enhanced).toBeTruthy(); - expect(enhanced.query).toBeTruthy(); - - console.log(`Simple query "${query}" -> "${enhanced.query}"`); - }); - }); - }); -}); diff --git a/ts/packages/agents/browserControlRpc/src/browserControl.ts b/ts/packages/agents/browserControlRpc/src/browserControl.ts index 469b3b66c7..1b2f772ad1 100644 --- a/ts/packages/agents/browserControlRpc/src/browserControl.ts +++ b/ts/packages/agents/browserControlRpc/src/browserControl.ts @@ -91,6 +91,52 @@ export type BrowserControlCallFunctions = { export type BrowserControl = BrowserControlInvokeFunctions & BrowserControlCallFunctions; +export function createBrowserControlRpcFacade( + browserControl: BrowserControl, +): BrowserControl { + return { + openWebPage: (...args) => browserControl.openWebPage(...args), + closeWebPage: (...args) => browserControl.closeWebPage(...args), + closeAllWebPages: (...args) => browserControl.closeAllWebPages(...args), + goForward: (...args) => browserControl.goForward(...args), + goBack: (...args) => browserControl.goBack(...args), + reload: (...args) => browserControl.reload(...args), + getPageUrl: (...args) => browserControl.getPageUrl(...args), + scrollUp: (...args) => browserControl.scrollUp(...args), + scrollDown: (...args) => browserControl.scrollDown(...args), + zoomIn: (...args) => browserControl.zoomIn(...args), + zoomOut: (...args) => browserControl.zoomOut(...args), + zoomReset: (...args) => browserControl.zoomReset(...args), + followLinkByText: (...args) => browserControl.followLinkByText(...args), + followLinkByPosition: (...args) => + browserControl.followLinkByPosition(...args), + closeWindow: (...args) => browserControl.closeWindow(...args), + search: (...args) => browserControl.search(...args), + switchTabs: (...args) => browserControl.switchTabs(...args), + readPageContent: (...args) => browserControl.readPageContent(...args), + stopReadPageContent: (...args) => + browserControl.stopReadPageContent(...args), + captureScreenshot: (...args) => + browserControl.captureScreenshot(...args), + getPageTextContent: (...args) => + browserControl.getPageTextContent(...args), + getAutoIndexSetting: (...args) => + browserControl.getAutoIndexSetting(...args), + getBrowserSettings: (...args) => + browserControl.getBrowserSettings(...args), + getHtmlFragments: (...args) => browserControl.getHtmlFragments(...args), + clickOn: (...args) => browserControl.clickOn(...args), + setDropdown: (...args) => browserControl.setDropdown(...args), + enterTextIn: (...args) => browserControl.enterTextIn(...args), + awaitPageLoad: (...args) => browserControl.awaitPageLoad(...args), + awaitPageInteraction: (...args) => + browserControl.awaitPageInteraction(...args), + downloadImage: (...args) => browserControl.downloadImage(...args), + runBrowserAction: (...args) => browserControl.runBrowserAction(...args), + setAgentStatus: (...args) => browserControl.setAgentStatus(...args), + }; +} + export type SearchProvider = { name: string; url: string; diff --git a/ts/packages/agents/browserExtension/src/extension/interfaces/websiteImport.types.ts b/ts/packages/agents/browserExtension/src/extension/interfaces/websiteImport.types.ts index 13bf205465..f915b1e980 100644 --- a/ts/packages/agents/browserExtension/src/extension/interfaces/websiteImport.types.ts +++ b/ts/packages/agents/browserExtension/src/extension/interfaces/websiteImport.types.ts @@ -168,8 +168,11 @@ export type ErrorCallback = (error: ImportError) => void; // Chrome extension message types export interface ImportWebsiteDataMessage { type: "importWebsiteDataWithProgress"; - parameters: ImportOptions; - importId: string; + parameters: ImportOptions & { + importId: string; + totalItems?: number; + progressCallback?: boolean; + }; } export interface ImportHtmlFolderMessage { diff --git a/ts/packages/agents/browserExtension/src/extension/offscreen/contentProcessor.ts b/ts/packages/agents/browserExtension/src/extension/offscreen/contentProcessor.ts index c8fb653ffc..a3746191c1 100644 --- a/ts/packages/agents/browserExtension/src/extension/offscreen/contentProcessor.ts +++ b/ts/packages/agents/browserExtension/src/extension/offscreen/contentProcessor.ts @@ -24,6 +24,8 @@ import { export class OffscreenContentProcessor { private readonly maxLoadTime: number = 45000; private currentlyProcessing: boolean = false; + private activeMessageId: string | undefined; + private activeController: AbortController | undefined; private processedCount: number = 0; private readonly logElement: HTMLElement; private readonly statusElement: HTMLElement; @@ -101,6 +103,22 @@ export class OffscreenContentProcessor { }); break; + case "cancel": { + const cancelled = + message.targetMessageId === this.activeMessageId; + if (cancelled) { + this.activeController?.abort( + new Error("Offscreen operation cancelled"), + ); + } + sendResponse({ + success: true, + data: { cancelled }, + messageId: message.messageId || "", + }); + break; + } + default: this.log( "warn", @@ -130,6 +148,8 @@ export class OffscreenContentProcessor { } this.currentlyProcessing = true; + this.activeMessageId = message.messageId; + this.activeController = new AbortController(); this.updateUI("processing", `Downloading: ${message.url}`); const startTime = Date.now(); @@ -137,6 +157,7 @@ export class OffscreenContentProcessor { const result = await this.processUrl( message.url!, (message.options as DownloadOptions) || {}, + this.activeController, ); this.processedCount++; @@ -153,6 +174,8 @@ export class OffscreenContentProcessor { }; } finally { this.currentlyProcessing = false; + this.activeMessageId = undefined; + this.activeController = undefined; } } @@ -196,16 +219,20 @@ export class OffscreenContentProcessor { /** * Process URL by using fetch + DOM parsing (cross-origin compatible) */ - async processUrl(url: string, options: DownloadOptions): Promise { + async processUrl( + url: string, + options: DownloadOptions, + controller: AbortController = new AbortController(), + ): Promise { const loadStartTime = Date.now(); + let timeoutId: ReturnType | undefined; this.log("info", `Starting URL processing: ${url}`); try { this.currentUrlElement.textContent = url; this.log("info", `Fetching content from ${url}...`); - const controller = new AbortController(); - const timeoutId = setTimeout( + timeoutId = setTimeout( () => controller.abort(), options.timeout || this.maxLoadTime, ); @@ -218,8 +245,6 @@ export class OffscreenContentProcessor { }, }); - clearTimeout(timeoutId); - if (!response.ok) { throw new Error( `HTTP ${response.status}: ${response.statusText}`, @@ -264,6 +289,11 @@ export class OffscreenContentProcessor { throw new Error( `URL processing failed: ${error?.message || "Unknown error"}`, ); + } finally { + if (timeoutId !== undefined) { + clearTimeout(timeoutId); + } + this.currentUrlElement.textContent = ""; } } diff --git a/ts/packages/agents/browserExtension/src/extension/offscreen/types.ts b/ts/packages/agents/browserExtension/src/extension/offscreen/types.ts index abc94a7e19..373b8d6c3e 100644 --- a/ts/packages/agents/browserExtension/src/extension/offscreen/types.ts +++ b/ts/packages/agents/browserExtension/src/extension/offscreen/types.ts @@ -146,12 +146,13 @@ export interface ServiceWorkerMessage { * Messages for offscreen document communication */ export interface OffscreenMessage { - type: "downloadContent" | "processHtmlContent" | "ping"; + type: "downloadContent" | "processHtmlContent" | "cancel" | "ping"; url?: string; htmlContent?: string; filePath?: string; options?: DownloadOptions | ProcessingOptions; messageId?: string; + targetMessageId?: string; } /** diff --git a/ts/packages/agents/browserExtension/src/extension/serviceWorker/chromeRpcServer.ts b/ts/packages/agents/browserExtension/src/extension/serviceWorker/chromeRpcServer.ts index 089f0192a6..835e7f42ff 100644 --- a/ts/packages/agents/browserExtension/src/extension/serviceWorker/chromeRpcServer.ts +++ b/ts/packages/agents/browserExtension/src/extension/serviceWorker/chromeRpcServer.ts @@ -24,12 +24,14 @@ export function createChromeRpcServer< callHandlers?: CallHandlers, ): { adapter: ChannelAdapter; rpc: ReturnType } { const adapter = createChannelAdapter((message: any) => { - chrome.runtime.sendMessage({ type: "rpc", message }).catch(() => {}); + chrome.runtime + .sendMessage({ type: "rpc", target: "view", message }) + .catch(() => {}); }); chrome.runtime.onMessage.addListener( (msg: any, _sender: chrome.runtime.MessageSender) => { - if (msg.type === "rpc") { + if (msg.type === "rpc" && msg.target === "serviceWorker") { adapter.notifyMessage(msg.message); } }, diff --git a/ts/packages/agents/browserExtension/src/extension/serviceWorker/contentDownloader.ts b/ts/packages/agents/browserExtension/src/extension/serviceWorker/contentDownloader.ts index b23605d216..29b42be46e 100644 --- a/ts/packages/agents/browserExtension/src/extension/serviceWorker/contentDownloader.ts +++ b/ts/packages/agents/browserExtension/src/extension/serviceWorker/contentDownloader.ts @@ -17,6 +17,8 @@ import { */ export class BrowserContentDownloader implements ContentDownloadAdapter { private offscreenCreated: boolean = false; + private offscreenReadyPromise: Promise | undefined; + private operationQueue: Promise = Promise.resolve(); private readonly maxRetries: number = 3; private readonly defaultTimeout: number = 5000; private readonly minTimeout: number = 1000; @@ -43,7 +45,9 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { const startTime = Date.now(); try { - return await this.downloadUsingBrowser(url, options); + return await this.enqueueOffscreenOperation(() => + this.downloadUsingBrowser(url, options), + ); } catch (error: any) { // Try fallback if enabled if (options.fallbackToFetch) { @@ -124,9 +128,12 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { error?.message || "Unknown error", ); - if (attempt >= this.maxRetries) { + if ( + attempt >= this.maxRetries || + !this.isRetryableError(error) + ) { throw new Error( - `Browser download failed after ${this.maxRetries} attempts: ${error?.message || "Unknown error"}`, + `Browser download failed after ${attempt} attempt${attempt === 1 ? "" : "s"}: ${error?.message || "Unknown error"}`, ); } @@ -138,6 +145,21 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { throw new Error("Max retries exceeded"); } + private isRetryableError(error: unknown): boolean { + const message = + error instanceof Error ? error.message : String(error ?? ""); + const status = /HTTP\s+(\d{3})/i.exec(message)?.[1]; + if (status !== undefined) { + const statusCode = Number(status); + return ( + statusCode === 408 || statusCode === 429 || statusCode >= 500 + ); + } + return !/invalid url|authentication failed|unauthorized|forbidden|content too large/i.test( + message, + ); + } + /** * Fallback to standard fetch method */ @@ -219,37 +241,41 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { * Ensure offscreen document is created and ready */ private async ensureOffscreenDocument(): Promise { - if (!this.offscreenCreated) { - try { - // Check if offscreen document already exists - const existingContexts = await ( - chrome.runtime as any - ).getContexts({ - contextTypes: ["OFFSCREEN_DOCUMENT"], - }); - - if (existingContexts.length === 0) { - await (chrome as any).offscreen.createDocument({ - url: "offscreen/offscreen.html", - reasons: ["DOM_PARSER"] as any, - justification: - "Process HTML content with DOM access for enhanced import functionality", - }); - - // Wait a moment for the document to initialize - await this.delay(1000); - } + if (this.offscreenCreated) { + return; + } + this.offscreenReadyPromise ??= this.createAndVerifyOffscreenDocument(); + try { + await this.offscreenReadyPromise; + } catch (error) { + this.offscreenReadyPromise = undefined; + throw error; + } + } - this.offscreenCreated = true; + private async createAndVerifyOffscreenDocument(): Promise { + try { + const existingContexts = await (chrome.runtime as any).getContexts({ + contextTypes: ["OFFSCREEN_DOCUMENT"], + }); - // Test communication with offscreen document - await this.pingOffscreen(); - } catch (error: any) { - this.offscreenCreated = false; - throw new Error( - `Failed to create offscreen document: ${error?.message || "Offscreen API not available"}`, - ); + if (existingContexts.length === 0) { + await (chrome as any).offscreen.createDocument({ + url: "offscreen/offscreen.html", + reasons: ["DOM_PARSER"] as any, + justification: + "Process HTML content with DOM access for enhanced import functionality", + }); + await this.delay(1000); } + + await this.pingOffscreen(); + this.offscreenCreated = true; + } catch (error: any) { + this.offscreenCreated = false; + throw new Error( + `Failed to create offscreen document: ${error?.message || "Offscreen API not available"}`, + ); } } @@ -263,8 +289,12 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { const messageId = `msg_${Date.now()}_${Math.random().toString(36).substr(2, 9)}`; return new Promise((resolve, reject) => { + let settled = false; const timeoutId = setTimeout(() => { - reject(new Error("Offscreen communication timeout")); + settled = true; + void this.cancelOffscreen(messageId).finally(() => { + reject(new Error("Offscreen communication timeout")); + }); }, this.sanitizeTimeout(timeout)); chrome.runtime @@ -274,8 +304,18 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { messageId, }) .then((response: MessageResponse) => { + if (settled) { + return; + } + settled = true; clearTimeout(timeoutId); - if (response) { + if (response?.messageId !== messageId) { + reject( + new Error( + `Unexpected offscreen response '${response?.messageId || "missing"}' for '${messageId}'`, + ), + ); + } else if (response) { resolve(response); } else { reject( @@ -284,12 +324,38 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { } }) .catch((error) => { + if (settled) { + return; + } + settled = true; clearTimeout(timeoutId); reject(error); }); }); } + private async cancelOffscreen(targetMessageId: string): Promise { + const messageId = `cancel_${Date.now()}_${Math.random().toString(36).slice(2, 11)}`; + const response = (await chrome.runtime.sendMessage({ + type: "cancel", + target: "offscreen", + messageId, + targetMessageId, + })) as MessageResponse; + if (response?.messageId !== messageId || response.success !== true) { + await this.resetOffscreenDocument(); + } + } + + private async resetOffscreenDocument(): Promise { + try { + await (chrome as any).offscreen.closeDocument(); + } finally { + this.offscreenCreated = false; + this.offscreenReadyPromise = undefined; + } + } + /** * Test offscreen document connectivity */ @@ -342,16 +408,17 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { options: ProcessingOptions = {}, ): Promise { try { - await this.ensureOffscreenDocument(); - - const result = await this.sendToOffscreen( - { - type: "processHtmlContent", - htmlContent, - options, - }, - 30000, - ); // Fixed timeout instead of using options.timeout + const result = await this.enqueueOffscreenOperation(async () => { + await this.ensureOffscreenDocument(); + return this.sendToOffscreen( + { + type: "processHtmlContent", + htmlContent, + options, + }, + 30000, + ); + }); if (result.success) { return result.data; @@ -375,6 +442,7 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { try { await (chrome as any).offscreen.closeDocument(); this.offscreenCreated = false; + this.offscreenReadyPromise = undefined; } catch (error: any) { console.warn( "Failed to close offscreen document:", @@ -412,6 +480,17 @@ export class BrowserContentDownloader implements ContentDownloadAdapter { private delay(ms: number): Promise { return new Promise((resolve) => setTimeout(resolve, ms)); } + + private enqueueOffscreenOperation( + operation: () => Promise, + ): Promise { + const result = this.operationQueue.then(operation, operation); + this.operationQueue = result.then( + () => undefined, + () => undefined, + ); + return result; + } } /** diff --git a/ts/packages/agents/browserExtension/src/extension/serviceWorker/messageHandlers.ts b/ts/packages/agents/browserExtension/src/extension/serviceWorker/messageHandlers.ts index 6d8da8b192..39c7a71747 100644 --- a/ts/packages/agents/browserExtension/src/extension/serviceWorker/messageHandlers.ts +++ b/ts/packages/agents/browserExtension/src/extension/serviceWorker/messageHandlers.ts @@ -5,6 +5,7 @@ import { getTabHTMLFragments, CompressionMode } from "./capture"; import { sendActionToAgent } from "./websocket"; import { BrowserContentDownloader } from "./contentDownloader.js"; import type { KnowledgeExtractionProgress } from "../interfaces/knowledgeExtraction.types"; +import type { ImportWebsiteDataMessage } from "../interfaces/websiteImport.types"; import { broadcastEvent } from "./extensionEventHelpers"; // Store active extraction callbacks @@ -32,9 +33,10 @@ export function handleKnowledgeExtractionProgress( } // Website Library Panel handlers -export async function handleImportWebsiteDataWithProgress(message: any) { - const importId = message.importId; - const totalItems = message.totalItems || 0; +export async function handleImportWebsiteDataWithProgress( + message: ImportWebsiteDataMessage, +) { + const { importId, totalItems = 0 } = message.parameters; try { // Send initial progress update @@ -46,8 +48,6 @@ export async function handleImportWebsiteDataWithProgress(message: any) { errors: [], }); - const startTime = Date.now(); - const result = await sendActionToAgent({ actionName: "importWebsiteDataWithProgress", parameters: { @@ -65,18 +65,26 @@ export async function handleImportWebsiteDataWithProgress(message: any) { }, }); - // Send completion progress - sendProgressToUI(importId, { - importId, - phase: "complete", - totalItems: totalItems, - processedItems: totalItems, - errors: [], - }); + if (result.error || result.success === false) { + const error = result.error || "Website import failed"; + sendProgressToUI(importId, { + importId, + phase: "error", + totalItems, + processedItems: result.itemCount || 0, + errors: [ + { + type: "processing", + message: error, + timestamp: Date.now(), + }, + ], + }); + } return { - success: !result.error, - itemCount: result.itemCount || totalItems, + success: !result.error && result.success !== false, + itemCount: result.itemCount || 0, error: result.error, }; } catch (error) { @@ -119,21 +127,10 @@ export function sendProgressToUI(importId: string, progress: any) { ...progress, }; - // Send to all connected library panels via runtime messaging - try { - chrome.runtime - .sendMessage({ - type: "importProgress", - importId, - progress: structuredProgress, - }) - .catch((error) => { - // Handle case where no listeners are available - console.log("No listeners for progress update:", error); - }); - } catch (error) { - console.error("Failed to send progress to UI:", error); - } + broadcastEvent("importProgress", { + importId, + progress: structuredProgress, + }); } export async function handleClearWebsiteLibrary() { @@ -196,19 +193,12 @@ export async function handleImportHtmlFolder(message: any) { }); return { - success: !result.error, - itemCount: result.websiteCount || 0, + success: result.success !== false && !result.error, + itemCount: result.itemCount || 0, importId: importId, duration: result.duration || 0, errors: result.errors || [], - summary: { - totalProcessed: result.websiteCount || 0, - successfullyImported: result.websiteCount || 0, - knowledgeExtracted: result.knowledgeCount || 0, - entitiesFound: result.entityCount || 0, - topicsIdentified: result.topicCount || 0, - actionsDetected: result.actionCount || 0, - }, + summary: result.summary, }; } catch (error) { console.error("Folder import error:", error); diff --git a/ts/packages/agents/browserExtension/src/extension/views/chromeRpcClient.ts b/ts/packages/agents/browserExtension/src/extension/views/chromeRpcClient.ts index e3c25cc099..8077027944 100644 --- a/ts/packages/agents/browserExtension/src/extension/views/chromeRpcClient.ts +++ b/ts/packages/agents/browserExtension/src/extension/views/chromeRpcClient.ts @@ -26,12 +26,14 @@ export function createChromeRpcClient< callHandlers?: CallHandlers, ): { adapter: ChannelAdapter; rpc: ReturnType } { const adapter = createChannelAdapter((message: any) => { - chrome.runtime.sendMessage({ type: "rpc", message }).catch(() => {}); + chrome.runtime + .sendMessage({ type: "rpc", target: "serviceWorker", message }) + .catch(() => {}); }); chrome.runtime.onMessage.addListener( (msg: any, _sender: chrome.runtime.MessageSender) => { - if (msg.type === "rpc") { + if (msg.type === "rpc" && msg.target === "view") { adapter.notifyMessage(msg.message); } }, diff --git a/ts/packages/agents/browserExtension/src/extension/views/extensionServiceBase.ts b/ts/packages/agents/browserExtension/src/extension/views/extensionServiceBase.ts index a5aeacca94..3dc8cc933f 100644 --- a/ts/packages/agents/browserExtension/src/extension/views/extensionServiceBase.ts +++ b/ts/packages/agents/browserExtension/src/extension/views/extensionServiceBase.ts @@ -584,7 +584,7 @@ export abstract class ExtensionServiceBase { parameters: { ...options, // TODO: remove "type" from this dictionary. That will remove the need to wrap these values in a "parameters" object importId, - totalItems: 0, + totalItems: options.limit ?? 0, progressCallback: true, }, }); diff --git a/ts/packages/agents/browserExtension/src/extension/views/knowledgeLibrary.html b/ts/packages/agents/browserExtension/src/extension/views/knowledgeLibrary.html index 9922fe45eb..ce261c6eea 100644 --- a/ts/packages/agents/browserExtension/src/extension/views/knowledgeLibrary.html +++ b/ts/packages/agents/browserExtension/src/extension/views/knowledgeLibrary.html @@ -697,7 +697,7 @@
placeholder="e.g., 1000" min="1" max="50000" - value="1000" + value="10" />
| undefined; @@ -471,18 +472,20 @@ export class ChromeExtensionService extends ExtensionServiceBase { ): void { this.importProgressCallbacks.set(importId, callback); - const messageListener = (message: any) => { - if ( - message.type === "importProgress" && - message.importId === importId - ) { - callback(message.progress); + const removeListener = onExtensionEvent("importProgress", (event) => { + if (event.importId === importId) { + callback(event.progress); + if ( + event.progress.phase === "complete" || + event.progress.phase === "error" + ) { + this.importProgressCallbacks.delete(importId); + removeListener(); + } } - }; - - chrome.runtime.onMessage.addListener(messageListener); + }); - (callback as any)._messageListener = messageListener; + (callback as any)._removeImportProgressListener = removeListener; } protected onExtractionProgressImpl( diff --git a/ts/packages/agents/browserExtension/src/extension/views/websiteImportManager.ts b/ts/packages/agents/browserExtension/src/extension/views/websiteImportManager.ts index 66588c9ed3..a089c98136 100644 --- a/ts/packages/agents/browserExtension/src/extension/views/websiteImportManager.ts +++ b/ts/packages/agents/browserExtension/src/extension/views/websiteImportManager.ts @@ -401,6 +401,7 @@ export class WebsiteImportManager { (callback as any)._messageListener, ); } + (callback as any)._removeImportProgressListener?.(); if ( (callback as any)._progressHandler && (callback as any)._importId diff --git a/ts/packages/agents/browserExtension/test/serviceWorker/chromeRpcRouting.test.ts b/ts/packages/agents/browserExtension/test/serviceWorker/chromeRpcRouting.test.ts new file mode 100644 index 0000000000..ef0befe6b8 --- /dev/null +++ b/ts/packages/agents/browserExtension/test/serviceWorker/chromeRpcRouting.test.ts @@ -0,0 +1,72 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { createChannelAdapter } from "@typeagent/agent-rpc/channel"; +import { createChromeRpcServer } from "../../src/extension/serviceWorker/chromeRpcServer"; +import { createChromeRpcClient } from "../../src/extension/views/chromeRpcClient"; + +jest.mock("@typeagent/agent-rpc/channel", () => ({ + createChannelAdapter: jest.fn(() => ({ + channel: {}, + notifyMessage: jest.fn(), + })), +})); + +jest.mock("@typeagent/agent-rpc/rpc", () => ({ + createRpc: jest.fn(() => ({})), +})); + +describe("Chrome RPC routing", () => { + beforeEach(() => { + jest.clearAllMocks(); + }); + + test("routes packets only to their intended endpoint", () => { + createChromeRpcServer({}); + createChromeRpcClient(); + + const adapters = (createChannelAdapter as jest.Mock).mock.results.map( + (result) => result.value, + ); + const serverListener = ( + chrome.runtime.onMessage.addListener as jest.Mock + ).mock.calls[0][0]; + const clientListener = ( + chrome.runtime.onMessage.addListener as jest.Mock + ).mock.calls[1][0]; + const serverSend = (createChannelAdapter as jest.Mock).mock.calls[0][0]; + const clientSend = (createChannelAdapter as jest.Mock).mock.calls[1][0]; + + serverSend({ method: "injectCommand" }); + clientSend({ method: "chatPanelProcessCommand" }); + + expect(chrome.runtime.sendMessage).toHaveBeenNthCalledWith(1, { + type: "rpc", + target: "view", + message: { method: "injectCommand" }, + }); + expect(chrome.runtime.sendMessage).toHaveBeenNthCalledWith(2, { + type: "rpc", + target: "serviceWorker", + message: { method: "chatPanelProcessCommand" }, + }); + + serverListener({ type: "rpc", target: "view", message: "wrong" }); + serverListener({ + type: "rpc", + target: "serviceWorker", + message: "server", + }); + clientListener({ + type: "rpc", + target: "serviceWorker", + message: "wrong", + }); + clientListener({ type: "rpc", target: "view", message: "client" }); + + expect(adapters[0].notifyMessage).toHaveBeenCalledWith("server"); + expect(adapters[0].notifyMessage).toHaveBeenCalledTimes(1); + expect(adapters[1].notifyMessage).toHaveBeenCalledWith("client"); + expect(adapters[1].notifyMessage).toHaveBeenCalledTimes(1); + }); +}); diff --git a/ts/packages/agents/browserExtension/test/serviceWorker/contentDownloader.test.ts b/ts/packages/agents/browserExtension/test/serviceWorker/contentDownloader.test.ts index 4579e72972..1a7937a55d 100644 --- a/ts/packages/agents/browserExtension/test/serviceWorker/contentDownloader.test.ts +++ b/ts/packages/agents/browserExtension/test/serviceWorker/contentDownloader.test.ts @@ -90,4 +90,203 @@ describe("BrowserContentDownloader", () => { expect(result.text).toContain("Test paragraph content"); }); }); + + describe("concurrent offscreen downloads", () => { + it("creates one document and processes requests one at a time", async () => { + const getContexts = jest.fn().mockResolvedValue([]); + const createDocument = jest.fn().mockResolvedValue(undefined); + const closeDocument = jest.fn().mockResolvedValue(undefined); + let activeDownloads = 0; + let maxActiveDownloads = 0; + + (chrome.runtime as any).getContexts = getContexts; + (chrome as any).offscreen = { + createDocument, + closeDocument, + }; + (chrome.runtime.sendMessage as jest.Mock).mockImplementation( + async (message: any) => { + if (message.type === "ping") { + return { + success: true, + data: "pong", + messageId: message.messageId, + }; + } + activeDownloads++; + maxActiveDownloads = Math.max( + maxActiveDownloads, + activeDownloads, + ); + await Promise.resolve(); + activeDownloads--; + return { + success: true, + messageId: message.messageId, + data: { + processedHtml: `

${message.url}

`, + textContent: message.url, + metadata: { finalUrl: message.url }, + }, + }; + }, + ); + (downloader as any).delay = jest.fn().mockResolvedValue(undefined); + + const results = await Promise.all( + Array.from({ length: 10 }, (_, index) => + downloader.downloadContent(`https://example.test/${index}`), + ), + ); + + expect(results.every((result) => result.success)).toBe(true); + expect(createDocument).toHaveBeenCalledTimes(1); + expect(getContexts).toHaveBeenCalledTimes(1); + expect(maxActiveDownloads).toBe(1); + }); + + it("cancels a timed-out request before processing the next item", async () => { + (chrome.runtime as any).getContexts = jest + .fn() + .mockResolvedValue([{ contextType: "OFFSCREEN_DOCUMENT" }]); + (chrome as any).offscreen = { + closeDocument: jest.fn().mockResolvedValue(undefined), + }; + (downloader as any).maxRetries = 1; + (downloader as any).sanitizeTimeout = () => 1; + + let firstMessageId: string | undefined; + (chrome.runtime.sendMessage as jest.Mock).mockImplementation( + (message: any) => { + if (message.type === "ping") { + return Promise.resolve({ + success: true, + data: "pong", + messageId: message.messageId, + }); + } + if (message.type === "cancel") { + expect(message.targetMessageId).toBe(firstMessageId); + return Promise.resolve({ + success: true, + data: { cancelled: true }, + messageId: message.messageId, + }); + } + if (firstMessageId === undefined) { + firstMessageId = message.messageId; + return new Promise(() => {}); + } + return Promise.resolve({ + success: true, + messageId: message.messageId, + data: { + processedHtml: "

second

", + textContent: "second", + metadata: { finalUrl: message.url }, + }, + }); + }, + ); + + const first = await downloader.downloadContent( + "https://example.test/slow", + { timeout: 1 }, + ); + const second = await downloader.downloadContent( + "https://example.test/next", + { timeout: 1 }, + ); + + expect(first).toMatchObject({ success: false, method: "failed" }); + expect(second).toMatchObject({ + success: true, + textContent: "second", + }); + expect(chrome.runtime.sendMessage).toHaveBeenCalledWith( + expect.objectContaining({ + type: "cancel", + targetMessageId: firstMessageId, + }), + ); + }); + }); + + describe("retry classification", () => { + beforeEach(() => { + (chrome.runtime as any).getContexts = jest + .fn() + .mockResolvedValue([{ contextType: "OFFSCREEN_DOCUMENT" }]); + (chrome as any).offscreen = { + closeDocument: jest.fn().mockResolvedValue(undefined), + }; + (downloader as any).delay = jest.fn().mockResolvedValue(undefined); + }); + + it("does not retry permanent HTTP failures", async () => { + let downloadAttempts = 0; + (chrome.runtime.sendMessage as jest.Mock).mockImplementation( + async (message: any) => { + if (message.type === "ping") { + return { + success: true, + data: "pong", + messageId: message.messageId, + }; + } + downloadAttempts++; + return { + success: false, + error: "HTTP 404: Not Found", + messageId: message.messageId, + }; + }, + ); + + const result = await downloader.downloadContent( + "https://example.test/missing", + ); + + expect(result.success).toBe(false); + expect(downloadAttempts).toBe(1); + }); + + it("retries transient HTTP failures", async () => { + let downloadAttempts = 0; + (chrome.runtime.sendMessage as jest.Mock).mockImplementation( + async (message: any) => { + if (message.type === "ping") { + return { + success: true, + data: "pong", + messageId: message.messageId, + }; + } + downloadAttempts++; + return downloadAttempts === 1 + ? { + success: false, + error: "HTTP 503: Service Unavailable", + messageId: message.messageId, + } + : { + success: true, + messageId: message.messageId, + data: { + processedHtml: "

recovered

", + textContent: "recovered", + metadata: { finalUrl: message.url }, + }, + }; + }, + ); + + const result = await downloader.downloadContent( + "https://example.test/retry", + ); + + expect(result.success).toBe(true); + expect(downloadAttempts).toBe(2); + }); + }); }); diff --git a/ts/packages/agents/browserExtension/test/serviceWorker/messageHandlers.search.test.ts b/ts/packages/agents/browserExtension/test/serviceWorker/messageHandlers.search.test.ts index a7c4782732..8f1d42749b 100644 --- a/ts/packages/agents/browserExtension/test/serviceWorker/messageHandlers.search.test.ts +++ b/ts/packages/agents/browserExtension/test/serviceWorker/messageHandlers.search.test.ts @@ -2,7 +2,11 @@ // Licensed under the MIT License. import { sendActionToAgent } from "../../src/extension/serviceWorker/websocket"; -import { handleSearchWebMemories } from "../../src/extension/serviceWorker/messageHandlers"; +import { + handleImportWebsiteDataWithProgress, + handleSearchWebMemories, +} from "../../src/extension/serviceWorker/messageHandlers"; +import { broadcastEvent } from "../../src/extension/serviceWorker/extensionEventHelpers"; jest.mock("../../src/extension/serviceWorker/websocket", () => ({ sendActionToAgent: jest.fn(async () => ({ @@ -50,3 +54,85 @@ describe("handleSearchWebMemories", () => { }); }); }); + +describe("handleImportWebsiteDataWithProgress", () => { + beforeEach(() => { + jest.clearAllMocks(); + }); + + test("forwards the nested import id and known total", async () => { + (sendActionToAgent as jest.Mock).mockResolvedValueOnce({ + success: true, + itemCount: 10, + }); + + const result = await handleImportWebsiteDataWithProgress({ + type: "importWebsiteDataWithProgress", + parameters: { + source: "chrome", + type: "bookmarks", + limit: 10, + importId: "import-10", + totalItems: 10, + progressCallback: true, + }, + }); + + expect(broadcastEvent).toHaveBeenCalledWith("importProgress", { + importId: "import-10", + progress: expect.objectContaining({ + importId: "import-10", + phase: "initializing", + totalItems: 10, + processedItems: 0, + }), + }); + expect(sendActionToAgent).toHaveBeenCalledWith({ + actionName: "importWebsiteDataWithProgress", + parameters: expect.objectContaining({ + importId: "import-10", + totalItems: 10, + }), + }); + expect(broadcastEvent).toHaveBeenCalledTimes(1); + expect(result).toEqual({ + success: true, + itemCount: 10, + error: undefined, + }); + }); + + test("reports an agent-declared failure as terminal error progress", async () => { + (sendActionToAgent as jest.Mock).mockResolvedValueOnce({ + success: false, + itemCount: 3, + error: "durable ingestion failed", + }); + + const result = await handleImportWebsiteDataWithProgress({ + type: "importWebsiteDataWithProgress", + parameters: { + source: "chrome", + type: "bookmarks", + limit: 10, + importId: "import-failed", + totalItems: 10, + }, + }); + + expect(broadcastEvent).toHaveBeenLastCalledWith("importProgress", { + importId: "import-failed", + progress: expect.objectContaining({ + phase: "error", + totalItems: 10, + processedItems: 3, + errors: [ + expect.objectContaining({ + message: "durable ingestion failed", + }), + ], + }), + }); + expect(result.success).toBe(false); + }); +}); diff --git a/ts/packages/memory/client/src/memoryClient.ts b/ts/packages/memory/client/src/memoryClient.ts index 1a7f74e620..eaf8cb5318 100644 --- a/ts/packages/memory/client/src/memoryClient.ts +++ b/ts/packages/memory/client/src/memoryClient.ts @@ -24,9 +24,11 @@ import type { MemoryServiceCapabilities, MemorySource, } from "@typeagent/memory-service"; +import { waitForMemoryJob } from "@typeagent/memory-service/rpc"; import type { z } from "zod"; import { capabilitiesSchema, + clearedCountSchema, corpusSchema, ingestResultSchema, jobStatusSchema, @@ -36,7 +38,6 @@ import { optionalSourceSchema, searchResultSchema, sourceSchema, - terminalJobStates, } from "./protocol.js"; export interface MemoryClientCallOptions { @@ -67,6 +68,10 @@ export class InProcessMemoryServiceClient implements MemoryServiceClient { return this.service.listCorpora(); } + public clearCorpus(corpusId: string) { + return this.service.clearCorpus(corpusId); + } + public listSources(corpusId: string) { return this.service.listSources(corpusId); } @@ -106,7 +111,7 @@ export class InProcessMemoryServiceClient implements MemoryServiceClient { jobId: string, options: MemoryClientCallOptions & { pollIntervalMs?: number } = {}, ) { - return waitForJob(this, jobId, options); + return waitForMemoryJob(this, jobId, options); } public async close(): Promise {} @@ -179,6 +184,14 @@ export class McpMemoryServiceClient implements MemoryServiceClient { ); } + public clearCorpus(corpusId: string): Promise { + return this.invoke( + memoryToolNames.corpusClear, + { corpusId }, + clearedCountSchema, + ); + } + public listSources(corpusId: string): Promise { return this.invoke( memoryToolNames.sourceList, @@ -305,42 +318,6 @@ export class McpMemoryServiceClient implements MemoryServiceClient { } } -async function waitForJob( - client: MemoryService, - jobId: string, - options: MemoryClientCallOptions & { pollIntervalMs?: number }, -): Promise { - const interval = options.pollIntervalMs ?? 250; - while (true) { - if (options.signal?.aborted) { - await client.cancelJob(jobId); - throw options.signal.reason ?? new Error("Job wait cancelled"); - } - const job = await client.getJob(jobId); - if (job === undefined) { - throw new Error(`Unknown memory job '${jobId}'`); - } - options.onProgress?.(job.progress); - if (terminalJobStates.has(job.state)) { - return job; - } - await new Promise((resolve, reject) => { - const timeout = setTimeout(resolve, interval); - options.signal?.addEventListener( - "abort", - () => { - clearTimeout(timeout); - reject( - options.signal?.reason ?? - new Error("Job wait cancelled"), - ); - }, - { once: true }, - ); - }); - } -} - function createTransport(config: MemoryMcpTransportConfig): MemoryMcpTransport { if (config.kind === "http") { return new StreamableHTTPClientTransport(new URL(config.url), { diff --git a/ts/packages/memory/client/src/protocol.ts b/ts/packages/memory/client/src/protocol.ts index 184c4b17f9..003d1fbdbd 100644 --- a/ts/packages/memory/client/src/protocol.ts +++ b/ts/packages/memory/client/src/protocol.ts @@ -6,6 +6,7 @@ import { z } from "zod"; export const memoryToolNames = { corpusCreate: "memory_corpus_create", corpusList: "memory_corpus_list", + corpusClear: "memory_corpus_clear", sourceList: "memory_source_list", sourceGet: "memory_source_get", documentIngest: "memory_document_ingest", @@ -218,3 +219,4 @@ export const capabilitiesSchema = z.object({ export const optionalJobStatusSchema = jobStatusSchema.nullable(); export const optionalSourceSchema = sourceSchema.nullable(); +export const clearedCountSchema = z.number().int().nonnegative(); diff --git a/ts/packages/memory/mcp-server/src/memoryMcpServer.ts b/ts/packages/memory/mcp-server/src/memoryMcpServer.ts index a51e2431ea..8a9024d00e 100644 --- a/ts/packages/memory/mcp-server/src/memoryMcpServer.ts +++ b/ts/packages/memory/mcp-server/src/memoryMcpServer.ts @@ -10,6 +10,7 @@ import type { Transport } from "@modelcontextprotocol/sdk/shared/transport.js"; import type { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; import { capabilitiesSchema, + clearedCountSchema, corpusSchema, identifierSchema, ingestRequestSchema, @@ -105,6 +106,18 @@ export class MemoryMcpServer { }, async () => this.run(() => this.service.listCorpora()), ); + this.server.registerTool( + memoryToolNames.corpusClear, + { + description: + "Clear all sources and indexes from a memory corpus.", + inputSchema: corpusIdInputSchema, + outputSchema: outputSchema(clearedCountSchema), + annotations: { destructiveHint: true }, + }, + async ({ corpusId }) => + this.run(() => this.service.clearCorpus(corpusId)), + ); this.server.registerTool( memoryToolNames.sourceList, { diff --git a/ts/packages/memory/mcp-server/test/memoryMcpServer.spec.ts b/ts/packages/memory/mcp-server/test/memoryMcpServer.spec.ts index 50b9cc60ce..f4cbbcf99e 100644 --- a/ts/packages/memory/mcp-server/test/memoryMcpServer.spec.ts +++ b/ts/packages/memory/mcp-server/test/memoryMcpServer.spec.ts @@ -102,6 +102,10 @@ class FakeMemoryService implements MemoryService { return [this.corpus]; } + public async clearCorpus(): Promise { + return 1; + } + public async listSources(): Promise { return [this.source]; } diff --git a/ts/packages/memory/service/package.json b/ts/packages/memory/service/package.json index 09569c5ac6..055d79644b 100644 --- a/ts/packages/memory/service/package.json +++ b/ts/packages/memory/service/package.json @@ -12,7 +12,8 @@ "author": "Microsoft", "type": "module", "exports": { - ".": "./dist/index.js" + ".": "./dist/index.js", + "./rpc": "./dist/rpcFacade.js" }, "types": "./dist/index.d.ts", "scripts": { diff --git a/ts/packages/memory/service/src/fileMemoryService.ts b/ts/packages/memory/service/src/fileMemoryService.ts index 339ab1a1b8..67998c1c7f 100644 --- a/ts/packages/memory/service/src/fileMemoryService.ts +++ b/ts/packages/memory/service/src/fileMemoryService.ts @@ -61,6 +61,25 @@ function now(): string { return new Date().toISOString(); } +function raceWithAbort( + operation: Promise, + signal: AbortSignal, +): Promise { + if (signal.aborted) { + return Promise.reject( + signal.reason ?? new Error("Operation cancelled"), + ); + } + return new Promise((resolve, reject) => { + const abort = () => + reject(signal.reason ?? new Error("Operation cancelled")); + signal.addEventListener("abort", abort, { once: true }); + operation + .then(resolve, reject) + .finally(() => signal.removeEventListener("abort", abort)); + }); +} + function contentFor(request: DocumentIngestRequest): string { const { source } = request; const candidates = [source.markdown, source.text, source.html].filter( @@ -259,6 +278,44 @@ export class FileMemoryService implements MemoryService { ); } + public async clearCorpus(corpusId: string): Promise { + await this.initialize(); + validateIdentifier("corpus ID", corpusId); + let clearedCount = 0; + await this.enqueueWrite(corpusId, async () => { + const runtime = await this.getCorpus(corpusId); + clearedCount = runtime.manifest.sources.length; + const indexGeneration = randomUUID(); + await mkdir(this.indexDirectory(corpusId, indexGeneration), { + recursive: true, + }); + const candidateIndex = this.createIndex(corpusId, indexGeneration); + await candidateIndex.rebuild( + [], + new AbortController().signal, + async () => {}, + ); + const timestamp = now(); + const candidateManifest: CorpusManifest = { + corpus: { + ...runtime.manifest.corpus, + updatedAt: timestamp, + status: "ready", + documentCount: 0, + }, + sources: [], + indexGeneration, + }; + await writeJsonAtomic( + this.manifestPath(corpusId), + candidateManifest, + ); + runtime.manifest = candidateManifest; + runtime.index = candidateIndex; + }); + return clearedCount; + } + public async listSources(corpusId: string): Promise { await this.initialize(); validateIdentifier("corpus ID", corpusId); @@ -464,6 +521,7 @@ export class FileMemoryService implements MemoryService { corpusId: string, ): Promise { const runtime = await this.getCorpus(corpusId); + await runtime.index.initialize(); return runtime.index.getKnowledgeGraph(); } @@ -576,6 +634,7 @@ export class FileMemoryService implements MemoryService { request.corpusId, indexGeneration, ); + await mkdir(candidateIndexDirectory, { recursive: true }); const candidateIndex = this.indexFactory( request.corpusId, candidateIndexDirectory, @@ -585,12 +644,13 @@ export class FileMemoryService implements MemoryService { message: "Building corpus indexes", }); const documents = this.activeDocuments(candidateManifest); - await candidateIndex.rebuild( - documents, + await raceWithAbort( + candidateIndex.rebuild(documents, signal, async (progress) => { + if (!signal.aborted) { + await this.updateJob(job, "building-indexes", progress); + } + }), signal, - async (progress) => { - await this.updateJob(job, "building-indexes", progress); - }, ); this.throwIfAborted(signal); revision.state = "ready"; diff --git a/ts/packages/memory/service/src/index.ts b/ts/packages/memory/service/src/index.ts index 459139025b..1512613731 100644 --- a/ts/packages/memory/service/src/index.ts +++ b/ts/packages/memory/service/src/index.ts @@ -2,5 +2,6 @@ // Licensed under the MIT License. export * from "./types.js"; +export * from "./rpcFacade.js"; export * from "./fileMemoryService.js"; export * from "./knowProCorpusIndex.js"; diff --git a/ts/packages/memory/service/src/knowProCorpusIndex.ts b/ts/packages/memory/service/src/knowProCorpusIndex.ts index dc945e7275..d23b49a7a5 100644 --- a/ts/packages/memory/service/src/knowProCorpusIndex.ts +++ b/ts/packages/memory/service/src/knowProCorpusIndex.ts @@ -4,6 +4,7 @@ import { DocMemory, DocPart, + type DocMemorySettings, docPartsFromHtml, docPartsFromMarkdown, docPartsFromText, @@ -77,12 +78,14 @@ export class KnowProCorpusIndex implements CorpusIndex { public constructor( private readonly corpusId: string, private readonly indexDirectory: string, + private readonly settingsFactory?: () => DocMemorySettings, ) {} public async initialize(): Promise { this.memory = await DocMemory.readFromFile( this.indexDirectory, indexBaseName, + this.settingsFactory?.(), ); } @@ -92,7 +95,11 @@ export class KnowProCorpusIndex implements CorpusIndex { onProgress: (progress: JobProgress) => Promise, ): Promise { const parts = documents.flatMap(toDocParts); - const memory = new DocMemory(this.corpusId, parts); + const memory = new DocMemory( + this.corpusId, + parts, + this.settingsFactory?.(), + ); let completed = 0; let progressTail = Promise.resolve(); const total = Math.max(parts.length, 1); @@ -296,6 +303,7 @@ export class KnowProCorpusIndex implements CorpusIndex { export function createKnowProCorpusIndex( corpusId: string, indexDirectory: string, + settingsFactory?: () => DocMemorySettings, ): CorpusIndex { - return new KnowProCorpusIndex(corpusId, indexDirectory); + return new KnowProCorpusIndex(corpusId, indexDirectory, settingsFactory); } diff --git a/ts/packages/memory/service/src/rpcFacade.ts b/ts/packages/memory/service/src/rpcFacade.ts new file mode 100644 index 0000000000..90e65ad8f1 --- /dev/null +++ b/ts/packages/memory/service/src/rpcFacade.ts @@ -0,0 +1,73 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import type { + IngestionJobStatus, + JobProgress, + MemoryService, +} from "./types.js"; + +export interface MemoryJobWaitOptions { + signal?: AbortSignal; + onProgress?: (progress: JobProgress) => void; + pollIntervalMs?: number; +} + +export function createMemoryServiceRpcFacade( + service: MemoryService, +): MemoryService { + return { + createCorpus: (...args) => service.createCorpus(...args), + listCorpora: (...args) => service.listCorpora(...args), + clearCorpus: (...args) => service.clearCorpus(...args), + listSources: (...args) => service.listSources(...args), + getSource: (...args) => service.getSource(...args), + ingestDocument: (request) => service.ingestDocument(request), + getJob: (...args) => service.getJob(...args), + cancelJob: (...args) => service.cancelJob(...args), + search: (...args) => service.search(...args), + getKnowledgeGraph: (...args) => service.getKnowledgeGraph(...args), + getCapabilities: (...args) => service.getCapabilities(...args), + }; +} + +export async function waitForMemoryJob( + service: MemoryService, + jobId: string, + options: MemoryJobWaitOptions = {}, +): Promise { + const interval = options.pollIntervalMs ?? 250; + while (true) { + if (options.signal?.aborted) { + await service.cancelJob(jobId); + throw options.signal.reason ?? new Error("Job wait cancelled"); + } + const job = await service.getJob(jobId); + if (job === undefined) { + throw new Error(`Unknown memory job '${jobId}'`); + } + options.onProgress?.(job.progress); + if ( + job.state === "complete" || + job.state === "partial" || + job.state === "failed" || + job.state === "cancelled" + ) { + return job; + } + await new Promise((resolve, reject) => { + const timeout = setTimeout(resolve, interval); + options.signal?.addEventListener( + "abort", + () => { + clearTimeout(timeout); + reject( + options.signal?.reason ?? + new Error("Job wait cancelled"), + ); + }, + { once: true }, + ); + }); + } +} diff --git a/ts/packages/memory/service/src/types.ts b/ts/packages/memory/service/src/types.ts index 12f77f35e1..bc3a4eb669 100644 --- a/ts/packages/memory/service/src/types.ts +++ b/ts/packages/memory/service/src/types.ts @@ -196,6 +196,7 @@ export interface MemoryService { close?(): Promise; createCorpus(name: string, description?: string): Promise; listCorpora(): Promise; + clearCorpus(corpusId: string): Promise; listSources(corpusId: string): Promise; getSource( corpusId: string, diff --git a/ts/packages/memory/service/test/fileMemoryService.spec.ts b/ts/packages/memory/service/test/fileMemoryService.spec.ts index 1d5000bf66..90eab6105b 100644 --- a/ts/packages/memory/service/test/fileMemoryService.spec.ts +++ b/ts/packages/memory/service/test/fileMemoryService.spec.ts @@ -1,7 +1,7 @@ // Copyright (c) Microsoft Corporation. // Licensed under the MIT License. -import { mkdtemp, rm } from "node:fs/promises"; +import { mkdtemp, rm, writeFile } from "node:fs/promises"; import os from "node:os"; import path from "node:path"; import { FileMemoryService } from "../src/fileMemoryService.js"; @@ -16,15 +16,20 @@ import type { class FakeCorpusIndex implements CorpusIndex { public documents: IndexedDocument[] = []; + public indexDirectory: string | undefined; + public initializeCalls = 0; public failNextRebuild = false; public blockNextRebuild = false; + public ignoreNextAbort = false; public graph: MemoryKnowledgeGraph = { entities: [], topics: [], relationships: [], }; - public async initialize(): Promise {} + public async initialize(): Promise { + this.initializeCalls++; + } public async rebuild( documents: IndexedDocument[], @@ -38,6 +43,10 @@ class FakeCorpusIndex implements CorpusIndex { if (this.blockNextRebuild) { this.blockNextRebuild = false; await new Promise((resolve, reject) => { + if (this.ignoreNextAbort) { + this.ignoreNextAbort = false; + return; + } if (signal.aborted) { reject(signal.reason); return; @@ -52,6 +61,9 @@ class FakeCorpusIndex implements CorpusIndex { total: documents.length, message: "Fake index complete", }); + if (this.indexDirectory !== undefined) { + await writeFile(path.join(this.indexDirectory, "index.marker"), ""); + } this.documents = structuredClone(documents); } @@ -107,7 +119,10 @@ describe("FileMemoryService", () => { ); index = new FakeCorpusIndex(); service = new FileMemoryService(rootDirectory, { - indexFactory: () => index, + indexFactory: (_corpusId, indexDirectory) => { + index.indexDirectory = indexDirectory; + return index; + }, }); }); @@ -157,6 +172,15 @@ describe("FileMemoryService", () => { expect(await service.listCorpora()).toEqual([first]); }); + test("initializes the index before reading its knowledge graph", async () => { + const corpus = await service.createCorpus("Browser"); + + await expect( + service.getKnowledgeGraph(corpus.corpusId), + ).resolves.toEqual(index.graph); + expect(index.initializeCalls).toBe(1); + }); + test("publishes an ingested document as source-linked evidence", async () => { const corpus = await service.createCorpus("Engineering"); const accepted = await service.ingestDocument({ @@ -190,6 +214,38 @@ describe("FileMemoryService", () => { expect(source).not.toHaveProperty("revisions.0.content"); }); + test("clears durable sources and their index entries", async () => { + const corpus = await service.createCorpus("Browser"); + const accepted = await service.ingestDocument({ + corpusId: corpus.corpusId, + source: { + sourceId: "bookmark", + sourceType: "web", + title: "Bookmark", + canonicalUri: "https://example.test/bookmark", + markdown: "Durable bookmark content.", + }, + }); + await waitForTerminalJob(service, accepted.jobId); + + await expect(service.clearCorpus(corpus.corpusId)).resolves.toBe(1); + + await expect(service.listSources(corpus.corpusId)).resolves.toEqual([]); + await expect( + service.search({ + corpusId: corpus.corpusId, + query: "bookmark", + }), + ).resolves.toMatchObject({ matches: [] }); + await expect(service.listCorpora()).resolves.toEqual([ + expect.objectContaining({ + corpusId: corpus.corpusId, + documentCount: 0, + status: "ready", + }), + ]); + }); + test("treats an unchanged source as an idempotent import", async () => { const corpus = await service.createCorpus("Engineering"); const request = { @@ -328,4 +384,35 @@ describe("FileMemoryService", () => { expect(job.state).toBe("cancelled"); expect(index.documents).toHaveLength(0); }); + + test("cancels when an index rebuild does not observe the signal", async () => { + const corpus = await service.createCorpus("Engineering"); + index.blockNextRebuild = true; + index.ignoreNextAbort = true; + const accepted = await service.ingestDocument({ + corpusId: corpus.corpusId, + source: { + sourceId: "stuck-doc", + sourceType: "markdown", + title: "Stuck document", + markdown: "A model request that does not stop promptly.", + }, + }); + + const deadline = Date.now() + 5_000; + while (Date.now() < deadline) { + if ( + (await service.getJob(accepted.jobId))?.state === + "building-indexes" + ) { + break; + } + await new Promise((resolve) => setTimeout(resolve, 10)); + } + await service.cancelJob(accepted.jobId); + + expect((await waitForTerminalJob(service, accepted.jobId)).state).toBe( + "cancelled", + ); + }); }); diff --git a/ts/packages/memory/website/src/extraction/batchProcessor.ts b/ts/packages/memory/website/src/extraction/batchProcessor.ts index 60688993ad..e1f19b3b8c 100644 --- a/ts/packages/memory/website/src/extraction/batchProcessor.ts +++ b/ts/packages/memory/website/src/extraction/batchProcessor.ts @@ -20,6 +20,10 @@ import { export interface BatchProcessorOptions { processingMode?: "realtime" | "batch"; progressCallback?: (progress: BatchProgress) => void; + itemCompleteCallback?: ( + result: ExtractionResult, + index: number, + ) => Promise; } export interface BatchProcessorEvents { @@ -54,7 +58,11 @@ export class BatchProcessor extends EventEmitter { const modeConfig = EXTRACTION_MODE_CONFIGS[mode]; const totalItems = items.length; let processedItems = 0; - const { processingMode = "batch", progressCallback } = options; + const { + processingMode = "batch", + progressCallback, + itemCompleteCallback, + } = options; this.results = []; this.errors = []; @@ -91,6 +99,24 @@ export class BatchProcessor extends EventEmitter { extractionOptions, ); + this.results[i + batchIndex] = result; + await itemCompleteCallback?.(result, i + batchIndex); + processedItems++; + this.emit("itemComplete", result, i + batchIndex); + progressCallback?.({ + total: totalItems, + processed: processedItems, + percentage: Math.round( + (processedItems / totalItems) * 100, + ), + currentItem: item.url, + errors: this.errors.length, + mode, + intermediateResults: [...this.results].filter( + (entry) => entry !== undefined, + ), + }); + // Return result with index to preserve order return { success: true, @@ -126,47 +152,10 @@ export class BatchProcessor extends EventEmitter { const batchResults = await Promise.allSettled(batchPromises); - // Process results in order batchResults.forEach((settledResult) => { if (settledResult.status === "fulfilled") { const outcome = settledResult.value; - if (outcome.success && "result" in outcome) { - this.results[outcome.globalIndex] = outcome.result; - processedItems++; - - // ONLY difference: how progress events are published - if (processingMode === "realtime") { - // Real-time: WebSocket streaming events already sent during extraction - this.emit( - "itemComplete", - outcome.result, - outcome.globalIndex, - ); - } else { - // Batch: Traditional batch progress events - this.emit( - "itemComplete", - outcome.result, - outcome.globalIndex, - ); - } - - if (progressCallback) { - progressCallback({ - total: totalItems, - processed: processedItems, - percentage: Math.round( - (processedItems / totalItems) * 100, - ), - currentItem: items[outcome.globalIndex].url, - errors: this.errors.length, - mode, - intermediateResults: [...this.results].filter( - (r) => r !== undefined, - ), - }); - } - } else if (!outcome.success) { + if (!outcome.success) { processedItems++; if (progressCallback) { @@ -185,6 +174,8 @@ export class BatchProcessor extends EventEmitter { }); } } + } else { + throw settledResult.reason; } }); diff --git a/ts/packages/memory/website/src/importWebsites.ts b/ts/packages/memory/website/src/importWebsites.ts index 4560710731..46d60b3aae 100644 --- a/ts/packages/memory/website/src/importWebsites.ts +++ b/ts/packages/memory/website/src/importWebsites.ts @@ -199,7 +199,9 @@ export async function importChromeBookmarks( ); } - return websites.slice(0, options?.limit); + return options?.limit === undefined + ? websites + : websites.slice(0, options.limit); } catch (error) { throw new Error(`Failed to import Chrome bookmarks: ${error}`); } diff --git a/ts/packages/memory/website/test/batchProcessor.spec.ts b/ts/packages/memory/website/test/batchProcessor.spec.ts new file mode 100644 index 0000000000..8b83548032 --- /dev/null +++ b/ts/packages/memory/website/test/batchProcessor.spec.ts @@ -0,0 +1,48 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import { BatchProcessor } from "../src/extraction/batchProcessor.js"; + +describe("BatchProcessor", () => { + test("awaits per-item completion while other items are still extracting", async () => { + let releaseSecond: () => void = () => {}; + const secondBlocked = new Promise((resolve) => { + releaseSecond = resolve; + }); + let firstCompleted: () => void = () => {}; + const firstCompletion = new Promise((resolve) => { + firstCompleted = resolve; + }); + const extractor = { + isConfiguredForMode: () => true, + extract: async (item: { url: string }) => { + if (item.url === "second") { + await secondBlocked; + } + return { pageContent: { mainContent: item.url } }; + }, + }; + const completed: number[] = []; + const processor = new BatchProcessor(extractor as any); + + const processing = processor.processBatch( + [{ url: "first" }, { url: "second" }] as any, + "basic", + { + itemCompleteCallback: async (_result, index) => { + completed.push(index); + if (index === 0) { + firstCompleted(); + } + }, + }, + ); + + await firstCompletion; + expect(completed).toEqual([0]); + + releaseSecond(); + await processing; + expect(completed).toEqual([0, 1]); + }); +}); diff --git a/ts/packages/shell/src/main/instance.ts b/ts/packages/shell/src/main/instance.ts index 121699b23e..61624d054a 100644 --- a/ts/packages/shell/src/main/instance.ts +++ b/ts/packages/shell/src/main/instance.ts @@ -15,6 +15,7 @@ import { ShellSettingManager } from "./shellSettings.js"; import { createDispatcherRpcServer } from "@typeagent/dispatcher-rpc/dispatcher/server"; import { ShellWindow } from "./shellWindow.js"; import { createChannelAdapter } from "@typeagent/agent-rpc/channel"; +import { createBrowserControlRpcFacade } from "@typeagent/browser-control-rpc/types"; import { getConsolePrompt } from "agent-dispatcher/helpers/console"; import { getTraceId } from "agent-dispatcher/helpers/data"; import { createShellAgent, createShellAgentProvider } from "./agent.js"; @@ -621,7 +622,11 @@ async function initializeDispatcher( ...getDefaultAppAgentProviders(instanceDir, configName), ], agentInitOptions: { - browser: browserControl.control, + browser: { + browserControl: createBrowserControlRpcFacade( + browserControl.control, + ), + }, }, portRegistrar, appAgentSources: getDefaultAppAgentSources(instanceDir, { diff --git a/ts/packages/textPro/src/html.ts b/ts/packages/textPro/src/html.ts index 56877e254a..cd2bb7d097 100644 --- a/ts/packages/textPro/src/html.ts +++ b/ts/packages/textPro/src/html.ts @@ -658,7 +658,7 @@ export class HtmlToMdConvertor { private appendImage(element: cheerio.Element) { const src = element.attribs["src"]; - if (src.length > 0) { + if (src && src.length > 0) { const alt = element.attribs["alt"] ?? ""; this.appendMarkup(`![${alt}](${src})`); this.eventHandler?.onImg(alt, src); diff --git a/ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml b/ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml new file mode 100644 index 0000000000..c5197c88cc --- /dev/null +++ b/ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml @@ -0,0 +1,14432 @@ +From: +Snapshot-Content-Location: https://en.wikipedia.org/wiki/William_King-Noel,_1st_Earl_of_Lovelace +Subject: William King-Noel, 1st Earl of Lovelace - Wikipedia +Date: Mon, 21 Sep 2026 07:24:10 GMT +MIME-Version: 1.0 +Content-Type: multipart/related; + type="text/html"; + boundary="----MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg----" + + +------MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg---- +Content-Type: text/html +Content-ID: +Content-Transfer-Encoding: quoted-printable +Content-Location: https://en.wikipedia.org/wiki/William_King-Noel,_1st_Earl_of_Lovelace + + + +William King-Noel, 1st Earl of Lovelace - Wikipedia + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Jump to content +
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+ + =09 + + 3D"" + + 3D"Wikipedia" + 3D"The + + + +
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+ + +Search + +
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William King-Noe= +l, 1st Earl of Lovelace

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From Wikipedia, the free encycl= +opedia
+
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+ =09 + =09 +
English nobleman and scientist (1805= +=E2=80=931893)
<= +/span> +

+
T= +he Right Honourable
The Earl of Lovelace
FRS
Born
H= +on. William King

(1805-02-21)21 February 1805Died29 December 1893(1893-12-29) (aged 8= +8)Spouses
+
+
Retrieved from "https://en.wikipedia.org/w/ind= +ex.php?title=3DWilliam_King-Noel,_1st_Earl_of_Lovelace&oldid=3D13303377= +52"
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Will= +iam King-Noel, 1st Earl of Lovelace
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+ + <= +/span> + +Add topic + +
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font-size: 0.8125rem; background-color: var(--background= +-color-interactive-subtle,#f8f9fa); margin-bottom: 1px; overflow: hidden; } + +[bgcolor] { color: rgb(51, 51, 51); } + +@media screen { + html.skin-theme-clientpref-night { } + html.skin-theme-clientpref-night .hatnote:not(.notheme), html.skin-theme-= +clientpref-night .dablink:not(.notheme), html.skin-theme-clientpref-night .= +rellink:not(.notheme), html.skin-theme-clientpref-night .infobox:not(.nothe= +me) { color: var(--color-base,#202122) !important; background-color: var(--= +background-color-interactive-subtle,#f8f9fa) !important; } + html.skin-theme-clientpref-night .infobox td:not(.notheme), html.skin-the= +me-clientpref-night .infobox th:not(.notheme), html.skin-theme-clientpref-n= +ight .infobox-above:not(.notheme), html.skin-theme-clientpref-night .infobo= +x p:not(.notheme), html.skin-theme-clientpref-night .infobox > div:not(.not= +heme), html.skin-theme-clientpref-night .infobox caption:not(.notheme), htm= +l.skin-theme-clientpref-night .infobox--frwiki td:not(.notheme), html.skin-= +theme-clientpref-night .infobox--frwiki th:not(.notheme), html.skin-theme-c= +lientpref-night .infobox--frwiki p:not(.notheme), html.skin-theme-clientpre= +f-night .infobox--frwiki > div:not(.notheme), html.skin-theme-clientpref-ni= +ght .infobox--frwiki caption:not(.notheme), html.skin-theme-clientpref-nigh= +t .sinottico th:not(.notheme), html.skin-theme-clientpref-night .infobox-he= +ader:not(.notheme), html.skin-theme-clientpref-night .skin-nightmode-reset-= +color:not(.notheme), html.skin-theme-clientpref-night .navigation-box:not(.= +notheme), html.skin-theme-clientpref-night .metadata:not(.notheme), html.sk= +in-theme-clientpref-night .quotebox:not(.notheme), html.skin-theme-clientpr= +ef-night .side-box:not(.notheme), html.skin-theme-clientpref-night .side-bo= +x div:not(.notheme), html.skin-theme-clientpref-night .navbox:not(.notheme)= +, html.skin-theme-clientpref-night .navbox-subgroup:not(.notheme), html.ski= +n-theme-clientpref-night .navbox-group:not(.notheme), html.skin-theme-clien= +tpref-night .navbox-even:not(.notheme), html.skin-theme-clientpref-night .n= +avbox-abovebelow:not(.notheme), html.skin-theme-clientpref-night .navbox-ti= +tle:not(.notheme) { background: inherit !important; color: inherit !importa= +nt; border-color: var(--border-color-subtle,#c8ccd1) !important; } + html.skin-theme-clientpref-night .mw-parser-output [style*=3D"background"= +] { color: rgb(32, 33, 34); } + html.skin-theme-clientpref-night body.ns-0:not(.page-Main_Page) .mw-parse= +r-output table:not(.infobox):not(.navbox-inner):not(.navbox) [bgcolor] a:no= +t(.mw-selflink), html.skin-theme-clientpref-night body.ns-0:not(.page-Main_= +Page) .mw-parser-output table:not(.infobox):not(.navbox-inner):not(.navbox)= +[style*=3D"background"]:not([style*=3D"transparent"]):not([style*=3D"inheri= +t"]) a:not(.mw-selflink), html.skin-theme-clientpref-night body.ns-0:not(.p= +age-Main_Page) .mw-parser-output table:not(.infobox):not(.navbox-inner):not= +(.navbox) th[style*=3D"background"]:not([style*=3D"transparent"]):not([styl= +e*=3D"inherit"]) a:not(.mw-selflink), html.skin-theme-clientpref-night body= +.ns-0:not(.page-Main_Page) .mw-parser-output table:not(.infobox):not(.navbo= +x-inner):not(.navbox) td[style*=3D"background"]:not([style*=3D"transparent"= +]):not([style*=3D"inherit"]) a:not(.mw-selflink), html.skin-theme-clientpre= +f-night body.ns-0:not(.page-Main_Page) .mw-parser-output table:not(.infobox= +):not(.navbox-inner):not(.navbox) tr[style*=3D"background"]:not([style*=3D"= +transparent"]):not([style*=3D"inherit"]) td a:not(.mw-selflink) { color: va= +r(--color-base-fixed,#202122); text-decoration: underline; } + html.skin-theme-clientpref-night body.ns-0:not(.page-Main_Page) .mw-parse= +r-output table:not(.infobox):not(.navbox-inner):not(.navbox) [bgcolor] a.ne= +w, html.skin-theme-clientpref-night body.ns-0:not(.page-Main_Page) .mw-pars= +er-output table:not(.infobox):not(.navbox-inner):not(.navbox)[style*=3D"bac= +kground"]:not([style*=3D"transparent"]):not([style*=3D"inherit"]) a.new, ht= +ml.skin-theme-clientpref-night body.ns-0:not(.page-Main_Page) .mw-parser-ou= +tput table:not(.infobox):not(.navbox-inner):not(.navbox) th[style*=3D"backg= +round"]:not([style*=3D"transparent"]):not([style*=3D"inherit"]) a.new, html= +.skin-theme-clientpref-night body.ns-0:not(.page-Main_Page) .mw-parser-outp= +ut table:not(.infobox):not(.navbox-inner):not(.navbox) td[style*=3D"backgro= +und"]:not([style*=3D"transparent"]):not([style*=3D"inherit"]) a.new, html.s= +kin-theme-clientpref-night body.ns-0:not(.page-Main_Page) .mw-parser-output= + table:not(.infobox):not(.navbox-inner):not(.navbox) tr[style*=3D"backgroun= +d"]:not([style*=3D"transparent"]):not([style*=3D"inherit"]) td a.new { text= +-decoration-style: wavy; } +} + +@media screen and (prefers-color-scheme: dark) { + html.skin-theme-clientpref-os { } + html.skin-theme-clientpref-os .infobox td:not(.notheme), html.skin-theme-= +clientpref-os .infobox th:not(.notheme), html.skin-theme-clientpref-os .inf= +obox-above:not(.notheme), html.skin-theme-clientpref-os .infobox p:not(.not= +heme), html.skin-theme-clientpref-os .infobox > div:not(.notheme), html.ski= +n-theme-clientpref-os .infobox caption:not(.notheme), html.skin-theme-clien= +tpref-os .infobox--frwiki td:not(.notheme), html.skin-theme-clientpref-os .= +infobox--frwiki th:not(.notheme), html.skin-theme-clientpref-os .infobox--f= +rwiki p:not(.notheme), html.skin-theme-clientpref-os .infobox--frwiki > div= +:not(.notheme), html.skin-theme-clientpref-os .infobox--frwiki caption:not(= +.notheme), html.skin-theme-clientpref-os .sinottico th:not(.notheme), html.= +skin-theme-clientpref-os .infobox-header:not(.notheme), html.skin-theme-cli= +entpref-os .skin-nightmode-reset-color:not(.notheme), html.skin-theme-clien= +tpref-os .navigation-box:not(.notheme), html.skin-theme-clientpref-os .meta= +data:not(.notheme), html.skin-theme-clientpref-os .quotebox:not(.notheme), = +html.skin-theme-clientpref-os .side-box:not(.notheme), html.skin-theme-clie= +ntpref-os .side-box div:not(.notheme), html.skin-theme-clientpref-os .navbo= +x:not(.notheme), html.skin-theme-clientpref-os .navbox-subgroup:not(.nothem= +e), html.skin-theme-clientpref-os .navbox-group:not(.notheme), html.skin-th= +eme-clientpref-os .navbox-even:not(.notheme), html.skin-theme-clientpref-os= + .navbox-abovebelow:not(.notheme), html.skin-theme-clientpref-os .navbox-ti= +tle:not(.notheme) { background: inherit !important; 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color: var(--color= +-base-fixed,#202122); filter: brightness(0.8); } +} + @media screen and (prefers-color-scheme: dark) { + html.skin-theme-clientpref-os { } + html.skin-theme-clientpref-os .mw-parser-output > span.mw-default-size:no= +t(.skin-invert-image) img, html.skin-theme-clientpref-os section .mw-headin= +g ~ div.mw-collapsible-content > span.mw-default-size:not(.skin-invert-imag= +e) img, html.skin-theme-clientpref-os section > span.mw-default-size:not(.s= +kin-invert-image) img, html.skin-theme-clientpref-os dd > span.mw-default-s= +ize:not(.skin-invert-image) img, html.skin-theme-clientpref-os p > span.mw-= +default-size:not(.skin-invert-image) img, html.skin-theme-clientpref-os .mw= +-parser-output > figure[typeof^=3D"mw:File"]:not(.skin-invert-image) img, h= +tml.skin-theme-clientpref-os section .mw-heading ~ div.mw-collapsible-conte= +nt > figure[typeof^=3D"mw:File"]:not(.skin-invert-image) img, html.skin-the= +me-clientpref-os section > figure[typeof^=3D"mw:File"]:not(.skin-invert-ima= +ge) img, html.skin-theme-clientpref-os dd > figure[typeof^=3D"mw:File"]:not= +(.skin-invert-image) img, html.skin-theme-clientpref-os p > figure[typeof^= +=3D"mw:File"]:not(.skin-invert-image) img { background-color: var(--backgro= +und-color-base-fixed,#fff); 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font-weight: bold; margin: 0px; padding-top: 0.5em; padding-bottom: 0.= +17em; display: flow-root; word-break: break-word; } + .mw-heading1, h1, .mw-heading2, h2 { margin-bottom: 0.6em; border-bottom:= + 1px solid var(--border-color-base,#a2a9b1); } + .mw-heading3, h3, .mw-heading4, h4, .mw-heading5, h5 { margin-bottom: 0.3= +em; } + .mw-heading1, h1 { font-size: 188%; font-weight: normal; } + .mw-heading2, h2 { font-size: 150%; font-weight: normal; } + .mw-heading3, h3 { font-size: 128%; } + .mw-heading4, h4 { font-size: 116%; } + .mw-heading5, h5 { font-size: 108%; } + .mw-heading6, h6 { font-size: 100%; } + .mw-heading h1, .mw-heading h2, .mw-heading h3, .mw-heading h4, .mw-headi= +ng h5, .mw-heading h6 { display: inline; border: 0px; margin: 0px; padding:= + 0px; color: inherit; font: inherit; } + p { margin: 0.4em 0px 0.5em; } + p img { margin: 0px; } + ul { margin: 0.3em 0px 0px 1.6em; margin-inline: 1.6em 0px; padding: 0px;= + } + ol { margin: 0.3em 0px 0px 3.2em; margin-inline: 3.2em 0px; padding: 0px;= + list-style-image: none; } + dd { margin-bottom: 0.1em; margin-left: 1.6em; margin-right: 0px; margin-= +inline: 1.6em 0px; } + li { margin-bottom: 0.1em; } + dt { font-weight: bold; margin-bottom: 0.1em; } + dl { margin-top: 0.2em; margin-bottom: 0.5em; } + pre, code, tt, kbd, samp, .mw-code { font-family: monospace, monospace; } + pre, code, .mw-code { background-color: var(--background-color-neutral-su= +btle,#f8f9fa); color: var(--color-emphasized,#101418); border: 1px solid va= +r(--border-color-muted,#dadde3); } + code { border-radius: 2px; padding: 1px 4px; } + pre, .mw-code { padding: 1em; white-space: pre-wrap; overflow-x: hidden; = +overflow-wrap: break-word; } + table { font-size: 100%; } + fieldset { border: 1px solid rgb(42, 75, 141); margin: 1em 0px; padding: = +0px 1em 1em; } + legend { padding: 0.5em; } + form { border: 0px; margin: 0px; } + textarea { display: block; box-sizing: border-box; width: 100%; border: 1= +px solid var(--border-color-base,#a2a9b1); padding: 0.1em; } + .center { width: 100%; text-align: center; } + .center * { margin-left: auto; margin-right: auto; } + .small { font-size: 94%; } + table.small { font-size: 100%; } + @counter-style meetei { system: numeric; symbols: "=EA=AF=B0" "=EA=AF=B1"= + "=EA=AF=B2" "=EA=AF=B3" "=EA=AF=B4" "=EA=AF=B5" "=EA=AF=B6" "=EA=AF=B7" "= +=EA=AF=B8" "=EA=AF=B9"; suffix: ") "; } + @counter-style santali { system: numeric; symbols: "=E1=B1=90" "=E1=B1=91= +" "=E1=B1=92" "=E1=B1=93" "=E1=B1=94" "=E1=B1=95" "=E1=B1=96" "=E1=B1=97" "= +=E1=B1=98" "=E1=B1=99"; } + @counter-style myanmar_with_period { system: numeric; symbols: "=E1=81=80= +" "=E1=81=81" "=E1=81=82" "=E1=81=83" "=E1=81=84" "=E1=81=85" "=E1=81=86" "= +=E1=81=87" "=E1=81=88" "=E1=81=89"; suffix: "=E1=81=8B "; } + ol:lang(azb) > li, ol:lang(bcc) > li, ol:lang(bgn) > li, ol:lang(bqi) > l= +i, ol:lang(fa) > li, ol:lang(glk) > li, ol:lang(kk-arab) > li, ol:lang(lrc)= + > li, ol:lang(luz) > li, ol:lang(mzn) > li { list-style-type: persian; } + ol:lang(ckb) > li, ol:lang(sdh) > li { list-style-type: arabic-indic; } + ol:lang(hi) > li, ol:lang(mai) > li, ol:lang(mr) > li, ol:lang(ne) > li {= + list-style-type: devanagari; } + ol:lang(as) > li, ol:lang(bn) > li { list-style-type: bengali; } + ol:lang(mni) > li { list-style-type: meetei; } + ol:lang(or) > li { list-style-type: oriya; } + ol:lang(sat) > li { list-style-type: santali; } + ol:lang(blk) > li, ol:lang(kjp) > li, ol:lang(ksw) > li, ol:lang(mnw) > l= +i, ol:lang(my) > li, ol:lang(shn) > li { list-style-type: myanmar_with_peri= +od; } + .mw-heading1:lang(anp), .mw-heading1:lang(as), .mw-heading1:lang(awa), .m= +w-heading1:lang(bgc), .mw-heading1:lang(bh), .mw-heading1:lang(bho), .mw-he= +ading1:lang(blk), .mw-heading1:lang(bn), .mw-heading1:lang(bo), .mw-heading= +1:lang(bpy), .mw-heading1:lang(ccp), .mw-heading1:lang(dty), .mw-heading1:l= +ang(dz), .mw-heading1:lang(gom), .mw-heading1:lang(gu), .mw-heading1:lang(h= +i), .mw-heading1:lang(kjp), .mw-heading1:lang(km), .mw-heading1:lang(kn), .= +mw-heading1:lang(ks), .mw-heading1:lang(ksw), .mw-heading1:lang(mag), .mw-h= +eading1:lang(mai), .mw-heading1:lang(ml), .mw-heading1:lang(mnw), .mw-headi= +ng1:lang(mr), .mw-heading1:lang(my), .mw-heading1:lang(new), .mw-heading1:l= +ang(nit), .mw-heading1:lang(nod), .mw-heading1:lang(or), .mw-heading1:lang(= +pa), .mw-heading1:lang(pi), .mw-heading1:lang(rki), .mw-heading1:lang(sa), = +.mw-heading1:lang(shn), .mw-heading1:lang(si), .mw-heading1:lang(syl), .mw-= +heading1:lang(ta), .mw-heading1:lang(tcy), .mw-heading1:lang(tdd), .mw-head= +ing1:lang(te), h1:lang(anp), h1:lang(as), h1:lang(awa), h1:lang(bgc), h1:la= +ng(bh), h1:lang(bho), h1:lang(blk), h1:lang(bn), h1:lang(bo), h1:lang(bpy),= + h1:lang(ccp), h1:lang(dty), h1:lang(dz), h1:lang(gom), h1:lang(gu), h1:lan= +g(hi), h1:lang(kjp), h1:lang(km), h1:lang(kn), h1:lang(ks), h1:lang(ksw), h= +1:lang(mag), h1:lang(mai), h1:lang(ml), h1:lang(mnw), h1:lang(mr), h1:lang(= +my), h1:lang(new), h1:lang(nit), h1:lang(nod), h1:lang(or), h1:lang(pa), h1= +:lang(pi), h1:lang(rki), h1:lang(sa), h1:lang(shn), h1:lang(si), h1:lang(sy= +l), h1:lang(ta), h1:lang(tcy), h1:lang(tdd), h1:lang(te) { line-height: 1.6= +em !important; } + .mw-heading:lang(anp), .mw-heading:lang(as), .mw-heading:lang(awa), .mw-h= +eading:lang(bgc), .mw-heading:lang(bh), .mw-heading:lang(bho), .mw-heading:= +lang(blk), .mw-heading:lang(bn), .mw-heading:lang(bo), .mw-heading:lang(bpy= +), .mw-heading:lang(ccp), .mw-heading:lang(dty), .mw-heading:lang(dz), .mw-= +heading:lang(gom), .mw-heading:lang(gu), .mw-heading:lang(hi), .mw-heading:= +lang(kjp), .mw-heading:lang(km), .mw-heading:lang(kn), .mw-heading:lang(ks)= +, .mw-heading:lang(ksw), .mw-heading:lang(mag), .mw-heading:lang(mai), .mw-= +heading:lang(ml), .mw-heading:lang(mnw), .mw-heading:lang(mr), .mw-heading:= +lang(my), .mw-heading:lang(new), .mw-heading:lang(nit), .mw-heading:lang(no= +d), .mw-heading:lang(or), .mw-heading:lang(pa), .mw-heading:lang(pi), .mw-h= +eading:lang(rki), .mw-heading:lang(sa), .mw-heading:lang(shn), .mw-heading:= +lang(si), .mw-heading:lang(syl), .mw-heading:lang(ta), .mw-heading:lang(tcy= +), .mw-heading:lang(tdd), .mw-heading:lang(te), h2:lang(anp), h2:lang(as), = +h2:lang(awa), h2:lang(bgc), h2:lang(bh), h2:lang(bho), h2:lang(blk), h2:lan= +g(bn), h2:lang(bo), h2:lang(bpy), h2:lang(ccp), h2:lang(dty), h2:lang(dz), = +h2:lang(gom), h2:lang(gu), h2:lang(hi), h2:lang(kjp), h2:lang(km), h2:lang(= +kn), h2:lang(ks), h2:lang(ksw), h2:lang(mag), h2:lang(mai), h2:lang(ml), h2= +:lang(mnw), h2:lang(mr), h2:lang(my), h2:lang(new), h2:lang(nit), h2:lang(n= +od), h2:lang(or), h2:lang(pa), h2:lang(pi), h2:lang(rki), h2:lang(sa), h2:l= +ang(shn), h2:lang(si), h2:lang(syl), h2:lang(ta), h2:lang(tcy), h2:lang(tdd= +), h2:lang(te), h3:lang(anp), h3:lang(as), h3:lang(awa), h3:lang(bgc), h3:l= +ang(bh), h3:lang(bho), h3:lang(blk), h3:lang(bn), h3:lang(bo), h3:lang(bpy)= +, h3:lang(ccp), h3:lang(dty), h3:lang(dz), h3:lang(gom), h3:lang(gu), h3:la= +ng(hi), h3:lang(kjp), h3:lang(km), h3:lang(kn), h3:lang(ks), h3:lang(ksw), = +h3:lang(mag), h3:lang(mai), h3:lang(ml), h3:lang(mnw), h3:lang(mr), h3:lang= +(my), h3:lang(new), h3:lang(nit), h3:lang(nod), h3:lang(or), h3:lang(pa), h= +3:lang(pi), h3:lang(rki), h3:lang(sa), h3:lang(shn), h3:lang(si), h3:lang(s= +yl), h3:lang(ta), h3:lang(tcy), h3:lang(tdd), h3:lang(te), h4:lang(anp), h4= +:lang(as), h4:lang(awa), h4:lang(bgc), h4:lang(bh), h4:lang(bho), h4:lang(b= +lk), h4:lang(bn), h4:lang(bo), h4:lang(bpy), h4:lang(ccp), h4:lang(dty), h4= +:lang(dz), h4:lang(gom), h4:lang(gu), h4:lang(hi), h4:lang(kjp), h4:lang(km= +), h4:lang(kn), h4:lang(ks), h4:lang(ksw), h4:lang(mag), h4:lang(mai), h4:l= +ang(ml), h4:lang(mnw), h4:lang(mr), h4:lang(my), h4:lang(new), h4:lang(nit)= +, h4:lang(nod), h4:lang(or), h4:lang(pa), h4:lang(pi), h4:lang(rki), h4:lan= +g(sa), h4:lang(shn), h4:lang(si), h4:lang(syl), h4:lang(ta), h4:lang(tcy), = +h4:lang(tdd), h4:lang(te), h5:lang(anp), h5:lang(as), h5:lang(awa), h5:lang= +(bgc), h5:lang(bh), h5:lang(bho), h5:lang(blk), h5:lang(bn), h5:lang(bo), h= +5:lang(bpy), h5:lang(ccp), h5:lang(dty), h5:lang(dz), h5:lang(gom), h5:lang= +(gu), h5:lang(hi), h5:lang(kjp), h5:lang(km), h5:lang(kn), h5:lang(ks), h5:= +lang(ksw), h5:lang(mag), h5:lang(mai), h5:lang(ml), h5:lang(mnw), h5:lang(m= +r), h5:lang(my), h5:lang(new), h5:lang(nit), h5:lang(nod), h5:lang(or), h5:= +lang(pa), h5:lang(pi), h5:lang(rki), h5:lang(sa), h5:lang(shn), h5:lang(si)= +, h5:lang(syl), h5:lang(ta), h5:lang(tcy), h5:lang(tdd), h5:lang(te), h6:la= +ng(anp), h6:lang(as), h6:lang(awa), h6:lang(bgc), h6:lang(bh), h6:lang(bho)= +, h6:lang(blk), h6:lang(bn), h6:lang(bo), h6:lang(bpy), h6:lang(ccp), h6:la= +ng(dty), h6:lang(dz), h6:lang(gom), h6:lang(gu), h6:lang(hi), h6:lang(kjp),= + h6:lang(km), h6:lang(kn), h6:lang(ks), h6:lang(ksw), h6:lang(mag), h6:lang= +(mai), h6:lang(ml), h6:lang(mnw), h6:lang(mr), h6:lang(my), h6:lang(new), h= +6:lang(nit), h6:lang(nod), h6:lang(or), h6:lang(pa), h6:lang(pi), h6:lang(r= +ki), h6:lang(sa), h6:lang(shn), h6:lang(si), h6:lang(syl), h6:lang(ta), h6:= +lang(tcy), h6:lang(tdd), h6:lang(te) { line-height: 1.4em; } + .mw-heading1:lang(ne), h1:lang(ne) { line-height: 1.9; } + .mw-heading2:lang(th), .mw-heading2:lang(ne), h2:lang(th), h2:lang(ne) { = +line-height: 1.6; } +} + +@media print { + figure[typeof~=3D"mw:File/Thumb"], figure[typeof~=3D"mw:File/Frame"] { bo= +rder-width: 1pt 1pt 0px; border-style: none; border-color: currentcolor; bo= +rder-image: none; background-color: rgb(255, 255, 255); } + figure[typeof~=3D"mw:File/Thumb"] > :not(figcaption) .mw-file-element, fi= +gure[typeof~=3D"mw:File/Frame"] > :not(figcaption) .mw-file-element { borde= +r: 1pt solid rgb(221, 221, 221); } + figure[typeof~=3D"mw:File/Thumb"] > figcaption, figure[typeof~=3D"mw:File= +/Frame"] > figcaption { background-color: rgb(255, 255, 255); color: rgb(10= +2, 102, 102); font-size: 10pt; border-width: 0px 1pt 1pt; border-style: non= +e; border-color: currentcolor; border-image: none; } + .mw-image-border .mw-file-element { border: 1pt; } + .mw-parser-output a.external.text::after, .mw-parser-output a.external.au= +tonumber::after { content: ' (' attr(href) ')'; word-break: break-all; over= +flow-wrap: break-word; } + .mw-parser-output a.external.text[href^=3D"//"]::after, .mw-parser-output= + a.external.autonumber[href^=3D"//"]::after { content: ' (https:' attr(href= +) ')'; } + .wikitable { background: rgb(255, 255, 255); margin: 1em 0px; border: 1pt= + solid rgb(170, 170, 170); border-collapse: collapse; font-size: 10pt; brea= +k-inside: avoid; } + .wikitable > caption { padding: 5px; font-size: 10pt; } + .wikitable > tr > th, .wikitable > tr > td, .wikitable > * > tr > th, .wi= +kitable > * > tr > td { border: 1pt solid rgb(170, 170, 170); padding: 0.4e= +m 0.6em; background: rgb(255, 255, 255) !important; color: rgb(0, 0, 0) !im= +portant; } + .wikitable > tr > th, .wikitable > * > tr > th { text-align: center; } + table.listing, table.listing td { border: 1pt solid rgb(0, 0, 0); border-= +collapse: collapse; } + .catlinks ul { display: inline; padding: 0px; list-style: none; } + .catlinks li { display: inline-block; line-height: 1.15; margin: 0.1em 0p= +x; 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overflow-wrap: break-word; } + ul { list-style-type: square; } +} + +@media screen { + :root, .skin-invert, .notheme { --color-base: #202122; --color-base-fixed= +: #202122; --color-base--hover: #404244; --color-emphasized: #101418; --col= +or-neutral: #404244; --color-subtle: #54595d; --color-placeholder: #72777d;= + --color-disabled: #a2a9b1; --color-disabled-emphasized: #a2a9b1; --color-i= +nverted: #fff; --color-inverted-fixed: #fff; --color-progressive: #36c; --c= +olor-progressive--hover: #3056a9; --color-progressive--active: #233566; --c= +olor-progressive--focus: #36c; --color-destructive: #bf3c2c; --color-destru= +ctive--hover: #9f3526; --color-destructive--active: #612419; --color-destru= +ctive--focus: #36c; --color-visited: #6a60b0; --color-visited--hover: #534f= +a3; --color-visited--active: #353262; --color-destructive--visited: #9f5555= +; --color-destructive--visited--hover: #854848; --color-destructive--visite= +d--active: #512e2e; --color-error: #bf3c2c; --color-error--hover: #9f3526; 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--box-shadow-color-inverted: #fff; --box-shadow= +-color-alpha-base: rgba(0,0,0,0.06); --box-shadow-color-transparent: transp= +arent; --mix-blend-mode-base: normal; --mix-blend-mode-blend: multiply; --b= +ackground-color-base: #fff; --background-color-base-fixed: #fff; --backgrou= +nd-color-neutral: #eaecf0; --background-color-neutral-subtle: #f8f9fa; --ba= +ckground-color-interactive: #eaecf0; --background-color-interactive--hover:= + #dadde3; --background-color-interactive--active: #c8ccd1; --background-col= +or-interactive-subtle: #f8f9fa; --background-color-interactive-subtle--hove= +r: #eaecf0; --background-color-interactive-subtle--active: #dadde3; --backg= +round-color-disabled: #dadde3; --background-color-disabled-subtle: #eaecf0;= + --background-color-inverted: #101418; --background-color-progressive: #36c= +; --background-color-progressive--hover: #3056a9; --background-color-progre= +ssive--active: #233566; --background-color-progressive--focus: #36c; --back= +ground-color-progressive-subtle: #e8eeff; --background-color-progressive-su= +btle--hover: #d9e2ff; --background-color-progressive-subtle--active: #b6d4f= +b; --background-color-destructive: #bf3c2c; --background-color-destructive-= +-hover: #9f3526; --background-color-destructive--active: #612419; --backgro= +und-color-destructive--focus: #36c; --background-color-destructive-subtle: = +#ffe9e5; --background-color-destructive-subtle--hover: #ffdad3; --backgroun= +d-color-destructive-subtle--active: #ffc8bd; --background-color-error: #f54= +739; --background-color-error--hover: #d74032; --background-color-error--ac= +tive: #bf3c2c; --background-color-error-subtle: #ffe9e5; --background-color= +-error-subtle--hover: #ffdad3; --background-color-error-subtle--active: #ff= +c8bd; --background-color-warning-subtle: #fdf2d5; --background-color-succes= +s-subtle: #dff2eb; --background-color-notice-subtle: #eaecf0; --background-= +color-content-added: #a3d3ff; --background-color-content-removed: #ffe49c; = +--background-color-target-text: #ffead4; --background-color-option-red: #ff= +e9e5; --background-color-option-orange: #ffead4; --background-color-option-= +yellow: #fdf2d5; --background-color-option-lime: #e3f2e4; --background-colo= +r-option-green: #dff2eb; --background-color-option-blue: #e8eeff; --backgro= +und-color-option-purple: #f0ecf6; --background-color-option-pink: #f5ebf2; = +--background-color-option-maroon: #f6ebeb; --background-color-transparent: = +transparent; --background-color-backdrop-light: rgba(255,255,255,0.65); --b= +ackground-color-backdrop-dark: rgba(0,0,0,0.65); --background-color-button-= +quiet--hover: rgba(0,24,73,0.027); --background-color-button-quiet--active:= + rgba(0,24,73,0.082); --background-color-input-binary--checked: #36c; --bac= +kground-color-tab-list-item-framed--hover: rgba(255,255,255,0.3); --backgro= +und-color-tab-list-item-framed--active: rgba(255,255,255,0.65); --opacity-i= +con-base: 0.87; --opacity-icon-base--hover: 0.74; --opacity-icon-base--sele= +cted: 1; --opacity-icon-base--disabled: 0.51; --opacity-icon-placeholder: 0= +.51; --opacity-icon-subtle: 0.67; --border-color-base: #a2a9b1; --border-co= +lor-emphasized: #202122; --border-color-subtle: #c8ccd1; --border-color-mut= +ed: #dadde3; --border-color-interactive: #72777d; --border-color-interactiv= +e--hover: #27292d; --border-color-interactive--active: #202122; --border-co= +lor-disabled: #c8ccd1; --border-color-inverted: #fff; --border-color-invert= +ed-fixed: #fff; --border-color-progressive: #36c; --border-color-progressiv= +e--hover: #3056a9; --border-color-progressive--active: #233566; --border-co= +lor-progressive--focus: #36c; --border-color-destructive: #f54739; --border= +-color-destructive--hover: #9f3526; --border-color-destructive--active: #61= +2419; --border-color-destructive--focus: #36c; --border-color-error: #f5473= +9; --border-color-error--hover: #9f3526; --border-color-error--active: #612= +419; --border-color-warning: #ab7f2a; --border-color-warning--hover: #73542= +1; --border-color-warning--active: #453217; --border-color-success: #099979= +; --border-color-notice: #72777d; --border-color-content-added: #a3d3ff; --= +border-color-content-removed: #ffe49c; --border-color-option-red: #f54739; = +--border-color-option-orange: #d46926; --border-color-option-yellow: #ab7f2= +a; --border-color-option-lime: #259948; --border-color-option-green: #09997= +9; --border-color-option-blue: #6485d1; --border-color-option-purple: #8d7e= +bd; --border-color-option-pink: #b5739e; --border-color-option-maroon: #b57= +775; --border-color-transparent: transparent; --border-color-divider: #a2a9= +b1; --outline-color-progressive--focus: #36c; --color-link: var(--color-pro= +gressive); --color-link--hover: var(--color-progressive--hover); --color-li= +nk--active: var(--color-progressive--active); --color-link--focus: var(--co= +lor-progressive--focus); --color-link--visited: var(--color-visited); --col= +or-link--visited--hover: var(--color-visited--hover); --color-link--visited= +--active: var(--color-visited--active); --color-link-red: var(--color-destr= +uctive); --color-link-red--hover: var(--color-destructive--hover); --color-= +link-red--active: var(--color-destructive--active); --color-link-red--focus= +: var(--color-destructive--focus); --color-link-red--visited: var(--color-d= +estructive--visited); --color-link-red--visited--hover: var(--color-destruc= +tive--visited--hover); --color-link-red--visited--active: var(--color-destr= +uctive--visited--active); --accent-color-base: #36c; --border-color-input--= +hover: var(--border-color-interactive); --border-color-input-binary: var(--= +border-color-interactive); --border-color-input-binary--hover: var(--border= +-color-progressive--hover); --border-color-input-binary--active: var(--bord= +er-color-progressive--active); --border-color-input-binary--focus: var(--bo= +rder-color-progressive--focus); --border-color-input-binary--checked: var(-= +-border-color-progressive); --color-base--subtle: #54595d; } + html.skin-theme-clientpref-night { color-scheme: dark; --color-base: #eae= +cf0; --color-base--hover: #f8f9fa; --color-emphasized: #f8f9fa; --color-neu= +tral: #c8ccd1; --color-subtle: #a2a9b1; --color-disabled: #54595d; --color-= +disabled-emphasized: #72777d; --color-inverted: #101418; --color-progressiv= +e: #88a3e8; --color-progressive--hover: #a6bbf5; --color-progressive--activ= +e: #b6d4fb; --color-destructive: #fd7865; --color-destructive--hover: #fea8= +98; --color-destructive--active: #ffc8bd; --color-visited: #a799cd; --color= +-visited--hover: #c5b9dd; --color-visited--active: #d9d0e9; --color-destruc= +tive--visited: #c99391; --color-destructive--visited--hover: #dcb5b3; --col= +or-destructive--visited--active: #e8cecd; --color-error: #fd7865; --color-e= +rror--hover: #fea898; --color-error--active: #ffc8bd; --color-warning: #ca9= +82e; --color-success: #2cb491; --color-notice: #a2a9b1; --color-icon-progre= +ssive: #6485d1; --color-content-added: #80cdb3; --color-content-removed: #f= +d7865; --color-option-red: #fd7865; --color-option-orange: #f97f26; --color= +-option-yellow: #ca982e; --color-option-lime: #5db26c; --color-option-green= +: #2cb491; --color-option-blue: #88a3e8; --color-option-purple: #a799cd; --= +color-option-pink: #c690b4; --color-option-maroon: #c99391; --color-base--s= +ubtle: #a2a9b1; --box-shadow-color-base: #72777d; --box-shadow-color-progre= +ssive--focus: #6485d1; --box-shadow-color-progressive-selected: #88a3e8; --= +box-shadow-color-progressive-selected--hover: #a6bbf5; --box-shadow-color-p= +rogressive-selected--active: #b6d4fb; --box-shadow-color-destructive--focus= +: #6485d1; --box-shadow-color-inverted: #000; --box-shadow-color-alpha-base= +: rgba(0,0,0,0.87); --mix-blend-mode-blend: screen; --background-color-base= +: #101418; --background-color-neutral: #27292d; --background-color-neutral-= +subtle: #202122; --background-color-interactive: #27292d; --background-colo= +r-interactive--hover: #404244; --background-color-interactive--active: #545= +95d; --background-color-interactive-subtle: #202122; --background-color-int= +eractive-subtle--hover: #27292d; --background-color-interactive-subtle--act= +ive: #404244; --background-color-disabled: #404244; --background-color-disa= +bled-subtle: #27292d; --background-color-inverted: #f8f9fa; --background-co= +lor-progressive--focus: #6485d1; --background-color-progressive-subtle: #1b= +223d; --background-color-progressive-subtle--hover: #233566; --background-c= +olor-progressive-subtle--active: #3056a9; --background-color-destructive--f= +ocus: #6485d1; --background-color-destructive-subtle: #3c1a13; --background= +-color-destructive-subtle--hover: #612419; --background-color-destructive-s= +ubtle--active: #9f3526; --background-color-error-subtle: #3c1a13; --backgro= +und-color-error-subtle--hover: #612419; --background-color-error-subtle--ac= +tive: #9f3526; --background-color-warning-subtle: #2d2212; --background-col= +or-success-subtle: #132821; --background-color-notice-subtle: #27292d; --ba= +ckground-color-content-added: #233566; --background-color-content-removed: = +#453217; --background-color-target-text: #572c19; --background-color-option= +-red: #612419; --background-color-option-orange: #572c19; --background-colo= +r-option-yellow: #453217; --background-color-option-lime: #183f20; --backgr= +ound-color-option-green: #153d31; --background-color-option-blue: #233566; = +--background-color-option-purple: #353262; --background-color-option-pink: = +#4e2c40; --background-color-option-maroon: #512e2e; --background-color-back= +drop-light: rgba(0,0,0,0.65); --background-color-backdrop-dark: rgba(255,25= +5,255,0.65); --border-color-base: #72777d; --border-color-emphasized: #eaec= +f0; --border-color-subtle: #54595d; --border-color-muted: #404244; --border= +-color-interactive--hover: #a2a9b1; --border-color-interactive--active: #c8= +ccd1; --border-color-disabled: #54595d; --border-color-inverted: #101418; -= +-border-color-progressive: #6485d1; --border-color-progressive--hover: #88a= +3e8; --border-color-progressive--active: #a6bbf5; --border-color-progressiv= +e--focus: #6485d1; --border-color-destructive--hover: #fd7865; --border-col= +or-destructive--active: #fea898; --border-color-destructive--focus: #6485d1= +; --border-color-error--hover: #fd7865; --border-color-error--active: #fea8= +98; --border-color-warning--hover: #ca982e; --border-color-warning--active:= + #edb537; --border-color-content-added: #233566; --border-color-content-rem= +oved: #987027; } + html.skin-theme-clientpref-night .skin-invert-image img, html.skin-theme-= +clientpref-night .skin-invert, html.skin-theme-clientpref-night .oo-ui-icon= +Element-icon:not(.oo-ui-image-progressive):not(.oo-ui-image-destructive):no= +t(.oo-ui-checkboxInputWidget-checkIcon):not(.oo-ui-image-invert):not(.mw-no= +-invert), html.skin-theme-clientpref-night .oo-ui-indicatorElement-indicato= +r { color-scheme: light; filter: invert(1) hue-rotate(180deg); } + html.skin-theme-clientpref-night .notheme { color-scheme: light; color: v= +ar(--color-base); } + .skin-invert .oo-ui-indicatorElement-indicator, .notheme .oo-ui-indicator= +Element-indicator, .skin-invert .oo-ui-iconElement-icon:not(.oo-ui-image-pr= +ogressive):not(.oo-ui-image-destructive):not(.oo-ui-checkboxInputWidget-che= +ckIcon):not(.oo-ui-image-invert):not(.mw-no-invert), .notheme .oo-ui-iconEl= +ement-icon:not(.oo-ui-image-progressive):not(.oo-ui-image-destructive):not(= +.oo-ui-checkboxInputWidget-checkIcon):not(.oo-ui-image-invert):not(.mw-no-i= +nvert) { filter: none !important; } + html.vector-feature-custom-font-size-clientpref--excluded, html.vector-fe= +ature-custom-font-size-clientpref-0, .no-font-mode-scale, .mw-body-content = +.cdx-message { --font-size-medium: var(--font-size-small,0.875rem); --line-= +height-medium: 1.5714285; --line-height-content: 1.5714285; } + html.vector-feature-custom-font-size-clientpref-1, .vector-icon { --font-= +size-medium: var(--font-size-medium,1rem); --line-height-medium: 1.6; --lin= +e-height-content: 1.625; } + html.vector-feature-custom-font-size-clientpref-2 { --font-size-medium: v= +ar(--font-size-x-large,1.25rem); --line-height-medium: 1.5; --line-height-c= +ontent: 1.55; } + .skin-vector-2022 .cdx-message .cdx-message__icon, .skin-vector-2022 .cdx= +-message .cdx-message__icon--vue { height: 1.625rem; } +} + +@media screen and (prefers-color-scheme: dark) { + html.skin-theme-clientpref-os { color-scheme: light dark; --color-base: #= +eaecf0; --color-base--hover: #f8f9fa; --color-emphasized: #f8f9fa; --color-= +neutral: #c8ccd1; --color-subtle: #a2a9b1; --color-disabled: #54595d; --col= +or-disabled-emphasized: #72777d; --color-inverted: #101418; --color-progres= +sive: #88a3e8; --color-progressive--hover: #a6bbf5; --color-progressive--ac= +tive: #b6d4fb; --color-destructive: #fd7865; --color-destructive--hover: #f= +ea898; --color-destructive--active: #ffc8bd; --color-visited: #a799cd; --co= +lor-visited--hover: #c5b9dd; --color-visited--active: #d9d0e9; --color-dest= +ructive--visited: #c99391; --color-destructive--visited--hover: #dcb5b3; --= +color-destructive--visited--active: #e8cecd; --color-error: #fd7865; --colo= +r-error--hover: #fea898; --color-error--active: #ffc8bd; --color-warning: #= +ca982e; --color-success: #2cb491; --color-notice: #a2a9b1; --color-icon-pro= +gressive: #6485d1; --color-content-added: #80cdb3; --color-content-removed:= + #fd7865; --color-option-red: #fd7865; --color-option-orange: #f97f26; --co= +lor-option-yellow: #ca982e; --color-option-lime: #5db26c; --color-option-gr= +een: #2cb491; --color-option-blue: #88a3e8; --color-option-purple: #a799cd;= + --color-option-pink: #c690b4; --color-option-maroon: #c99391; --color-base= +--subtle: #a2a9b1; --box-shadow-color-base: #72777d; --box-shadow-color-pro= +gressive--focus: #6485d1; --box-shadow-color-progressive-selected: #88a3e8;= + --box-shadow-color-progressive-selected--hover: #a6bbf5; --box-shadow-colo= +r-progressive-selected--active: #b6d4fb; --box-shadow-color-destructive--fo= +cus: #6485d1; --box-shadow-color-inverted: #000; --box-shadow-color-alpha-b= +ase: rgba(0,0,0,0.87); --mix-blend-mode-blend: screen; --background-color-b= +ase: #101418; --background-color-neutral: #27292d; --background-color-neutr= +al-subtle: #202122; --background-color-interactive: #27292d; --background-c= +olor-interactive--hover: #404244; --background-color-interactive--active: #= +54595d; --background-color-interactive-subtle: #202122; --background-color-= +interactive-subtle--hover: #27292d; --background-color-interactive-subtle--= +active: #404244; --background-color-disabled: #404244; --background-color-d= +isabled-subtle: #27292d; --background-color-inverted: #f8f9fa; --background= +-color-progressive--focus: #6485d1; --background-color-progressive-subtle: = +#1b223d; --background-color-progressive-subtle--hover: #233566; --backgroun= +d-color-progressive-subtle--active: #3056a9; --background-color-destructive= +--focus: #6485d1; --background-color-destructive-subtle: #3c1a13; --backgro= +und-color-destructive-subtle--hover: #612419; --background-color-destructiv= +e-subtle--active: #9f3526; --background-color-error-subtle: #3c1a13; --back= +ground-color-error-subtle--hover: #612419; --background-color-error-subtle-= +-active: #9f3526; --background-color-warning-subtle: #2d2212; --background-= +color-success-subtle: #132821; --background-color-notice-subtle: #27292d; -= +-background-color-content-added: #233566; --background-color-content-remove= +d: #453217; --background-color-target-text: #572c19; --background-color-opt= +ion-red: #612419; --background-color-option-orange: #572c19; --background-c= +olor-option-yellow: #453217; --background-color-option-lime: #183f20; --bac= +kground-color-option-green: #153d31; --background-color-option-blue: #23356= +6; --background-color-option-purple: #353262; --background-color-option-pin= +k: #4e2c40; --background-color-option-maroon: #512e2e; --background-color-b= +ackdrop-light: rgba(0,0,0,0.65); --background-color-backdrop-dark: rgba(255= +,255,255,0.65); --border-color-base: #72777d; --border-color-emphasized: #e= +aecf0; --border-color-subtle: #54595d; --border-color-muted: #404244; --bor= +der-color-interactive--hover: #a2a9b1; --border-color-interactive--active: = +#c8ccd1; --border-color-disabled: #54595d; --border-color-inverted: #101418= +; --border-color-progressive: #6485d1; --border-color-progressive--hover: #= +88a3e8; --border-color-progressive--active: #a6bbf5; --border-color-progres= +sive--focus: #6485d1; --border-color-destructive--hover: #fd7865; --border-= +color-destructive--active: #fea898; --border-color-destructive--focus: #648= +5d1; --border-color-error--hover: #fd7865; --border-color-error--active: #f= +ea898; --border-color-warning--hover: #ca982e; --border-color-warning--acti= +ve: #edb537; --border-color-content-added: #233566; --border-color-content-= +removed: #987027; } + html.skin-theme-clientpref-os .notheme { color-scheme: light; color: var(= +--color-base); } + html.skin-theme-clientpref-os .skin-invert-image img, html.skin-theme-cli= +entpref-os .skin-invert, html.skin-theme-clientpref-os .oo-ui-iconElement-i= +con:not(.oo-ui-image-progressive):not(.oo-ui-image-destructive):not(.oo-ui-= +checkboxInputWidget-checkIcon):not(.oo-ui-image-invert):not(.mw-no-invert),= + html.skin-theme-clientpref-os .oo-ui-indicatorElement-indicator { color-sc= +heme: light; filter: invert(1) hue-rotate(180deg); } +} + +@media screen { + body { background-color: var(--background-color-neutral-subtle,#f8f9fa); = +color: var(--color-base,#202122); } + .client-js.vector-sticky-header-enabled { scroll-padding-top: 3.125rem; } + .mw-body, .parsoid-body { direction: ltr; } + .mw-body .firstHeading { overflow-wrap: break-word; margin-bottom: 0px; } + .mw-header { position: relative; z-index: 3; } + #mw-content-text { margin-top: 16px; } + .mw-indicators { z-index: 1; } + .mw-heading h1, .mw-heading h2, .mw-heading h3, .mw-heading h4, .mw-headi= +ng h5, .mw-heading h6 { scroll-margin-top: 75px; } + .vector-page-titlebar { box-shadow: none; } + .vector-page-titlebar::after { clear: both; content: ""; display: block; = +} + .vector-page-titlebar::after { content: ""; display: block; position: abs= +olute; bottom: 0px; left: 0px; right: 0px; height: 1px; background-color: v= +ar(--border-color-base,#a2a9b1); } + .vector-page-titlebar-blank::after { content: none; } + .vector-body-before-content { overflow: hidden; } + .vector-body-before-content .mw-indicators { margin-top: 8px; } + .mw-body .mw-portlet-lang { float: right; } + .vector-body { position: relative; z-index: 0; } + #siteSub { margin-top: 8px; } + #contentSub > div:not(:empty), #contentSub2 { font-size: var(--font-size-= +small,0.875rem); color: var(--color-subtle,#54595d); width: auto; margin: 8= +px 0px 0px; } + .mw-page-container { min-width: 18.75em; max-width: 99.75rem; box-sizing:= + border-box; position: relative; z-index: 0; margin: 0px auto; padding-top:= + 0.05px; padding-left: 1.5rem; padding-right: 1.5rem; background-color: var= +(--background-color-base,#fff); } + .vector-header-container { width: 100%; display: flex; justify-content: c= +enter; } + .vector-header-container .mw-header, .vector-header-container .vector-sti= +cky-header { width: 100%; min-height: 3.125rem; background-color: var(--bac= +kground-color-base,#fff); min-width: 18.75em; max-width: 99.75rem; padding-= +left: 1.5rem; padding-right: 1.5rem; box-sizing: border-box; } + .vector-feature-limited-width-clientpref-0 .mw-page-container, .vector-fe= +ature-limited-width-clientpref-0 .vector-sticky-header, .vector-feature-lim= +ited-width-clientpref-0 .mw-header { max-width: none; } + .skin--responsive .mw-page-container { min-width: auto; } + html { touch-action: manipulation; } + .vector-feature-main-menu-pinned-disabled.vector-toc-not-available .mw-pa= +ge-container-inner, .vector-feature-main-menu-pinned-disabled.vector-featur= +e-toc-pinned-clientpref-0 .mw-page-container-inner { grid-template-columns:= + minmax(0px, 1fr); grid-template-areas: "siteNotice" "pageContent" "columnS= +tart" "footer"; } + .vector-feature-main-menu-pinned-disabled.vector-toc-not-available .mw-pa= +ge-container-inner .mw-body, .vector-feature-main-menu-pinned-disabled.vect= +or-feature-toc-pinned-clientpref-0 .mw-page-container-inner .mw-body { just= +ify-content: center; } + .vector-column-start { margin-left: -12px; } + .vector-column-start .vector-main-menu-container { margin-left: 12px; } + .mixin-toc-below-page-title { position: fixed; top: 12px; left: 12px; mar= +gin: 0px; z-index: 50; } + .client-nojs.vector-feature-toc-pinned-clientpref-0 .vector-page-titlebar= +-toc { margin-right: 8px; } + .client-nojs.vector-feature-toc-pinned-clientpref-0 .vector-page-titlebar= +-toc .vector-dropdown-content { max-width: none; } + .client-nojs.vector-feature-toc-pinned-clientpref-0 .vector-page-titlebar= +-toc .vector-toc { width: max-content; min-width: 200px; max-width: min(50.= +3625rem, 75vw); } + html, body { height: 100%; } + :focus { outline-color: var(--outline-color-progressive--focus,#36c); } + html { font-size: 100%; } + html, body { font-family: sans-serif; } + ul { list-style-type: disc; } + pre, .mw-code { line-height: 1.3; } + .mw-jump-link:not(:focus) { display: block; clip: rect(1px, 1px, 1px, 1px= +); width: 1px; height: 1px; margin: -1px; border: 0px; padding: 0px; overfl= +ow: hidden; user-select: none; position: absolute !important; } + .mw-editsection, .mw-editsection-like { font-family: sans-serif; } + .mw-body h1, .mw-body .mw-heading1, .mw-body-content h1, .mw-body-content= + .mw-heading1, .mw-body-content h2, .mw-body-content .mw-heading2 { font-fa= +mily: "Linux Libertine", Georgia, Times, "Source Serif 4", serif; line-heig= +ht: 1.375; } + .mw-body h1:lang(ja), .mw-body .mw-heading1:lang(ja), .mw-body-content h1= +:lang(ja), .mw-body-content .mw-heading1:lang(ja), .mw-body-content h2:lang= +(ja), .mw-body-content .mw-heading2:lang(ja), .mw-body h1:lang(he), .mw-bod= +y .mw-heading1:lang(he), .mw-body-content h1:lang(he), .mw-body-content .mw= +-heading1:lang(he), .mw-body-content h2:lang(he), .mw-body-content .mw-head= +ing2:lang(he), .mw-body h1:lang(ko), .mw-body .mw-heading1:lang(ko), .mw-bo= +dy-content h1:lang(ko), .mw-body-content .mw-heading1:lang(ko), .mw-body-co= +ntent h2:lang(ko), .mw-body-content .mw-heading2:lang(ko) { font-family: sa= +ns-serif; } + .mw-body h1:lang(ckb), .mw-body .mw-heading1:lang(ckb), .mw-body-content = +h1:lang(ckb), .mw-body-content .mw-heading1:lang(ckb), .mw-body-content h2:= +lang(ckb), .mw-body-content .mw-heading2:lang(ckb) { font-family: Scheheraz= +ade, "Linux Libertine", Georgia, Times, "Source Serif 4", serif; } + .mw-body h1:lang(my), .mw-body .mw-heading1:lang(my), .mw-body-content h1= +:lang(my), .mw-body-content .mw-heading1:lang(my), .mw-body-content h2:lang= +(my), .mw-body-content .mw-heading2:lang(my) { line-height: normal; } + .mw-body h1, .mw-body .mw-heading1, .mw-body-content h1, .mw-body-content= + .mw-heading1 { font-size: 1.8em; } + .mw-body .mw-heading2, .mw-body h2 { font-size: 1.5em; } + .mw-body .mw-heading3, .mw-body h3, .mw-body .mw-heading4, .mw-body h4, .= +mw-body .mw-heading5, .mw-body h5, .mw-body .mw-heading6, .mw-body h6 { pad= +ding-bottom: 0px; line-height: 1.6; } + .mw-body .mw-heading2, .mw-body h2, .mw-body .mw-heading3, .mw-body h3, .= +mw-body .mw-heading4, .mw-body h4, .mw-body .mw-heading5, .mw-body h5, .mw-= +body .mw-heading6, .mw-body h6 { margin: 0.25em 0px; } + .mw-body .mw-heading3, .mw-body h3 { font-size: 1.2em; } + .mw-body .mw-heading3, .mw-body h3, .mw-body .mw-heading4, .mw-body h4 { = +font-weight: bold; } + .mw-body .mw-heading4, .mw-body h4, .mw-body .mw-heading5, .mw-body h5, .= +mw-body .mw-heading6, .mw-body h6 { font-size: 100%; } + .mw-body .mw-heading1 h1, .mw-body .mw-heading2 h2, .mw-body .mw-heading3= + h3, .mw-body .mw-heading4 h4, .mw-body .mw-heading5 h5, .mw-body .mw-headi= +ng6 h6 { margin-top: 0px; font-size: inherit; } + .mw-body p { margin: 0.5em 0px 1em; } + .mw-body p + ul, .mw-body p + ol, .mw-body p + table, .mw-body p + dl, .m= +w-body p + blockquote { margin-top: -0.5em; } + .mw-body blockquote { border-left: 4px solid var(--border-color-muted,#da= +dde3); padding: 8px 32px; } + .mw-body blockquote > :first-child { margin-top: 0px; } + .mw-body blockquote > :last-child { margin-bottom: 0px; } + #siteSub { font-size: var(--font-size-small,0.875rem); display: none; } + .vector-body { font-size: var(--font-size-medium); line-height: var(--lin= +e-height-content); } + a:where(:not([role=3D"button"])) { color: var(--color-progressive,#36c); = +border-radius: 2px; text-decoration: none; } + a:where(:not([role=3D"button"])):visited { color: var(--color-visited,#6a= +60b0); } + a:where(:not([role=3D"button"])):visited:hover { color: var(--color-visit= +ed--hover,#534fa3); } + a:where(:not([role=3D"button"])):visited:active { color: var(--color-visi= +ted--active,#353262); } + a:where(:not([role=3D"button"])):hover { color: var(--color-progressive--= +hover,#3056a9); text-decoration: underline; } + a:where(:not([role=3D"button"])):active { color: var(--color-progressive-= +-active,#233566); text-decoration: underline; } + a:where(:not([role=3D"button"])):focus-visible { outline: solid 2px var(-= +-outline-color-progressive--focus,#36c); } + @supports not selector(:focus-visible) { + a:where(:not([role=3D"button"])):focus { outline: solid 2px var(--outline= +-color-progressive--focus,#36c); } +} + a:where(:not([role=3D"button"])) .cdx-icon:not(.cdx-thumbnail__placeholde= +r__icon--vue):last-child { min-width: 10px; min-height: 10px; width: var(--= +font-size-medium,1rem); height: var(--font-size-medium,1rem); padding-left:= + 4px; vertical-align: middle; } + a:where(.new:not([role=3D"button"])) { color: var(--color-destructive,#bf= +3c2c); } + a:where(.new:not([role=3D"button"])):visited { color: var(--color-destruc= +tive--visited,#9f5555); } + a:where(.new:not([role=3D"button"])):visited:hover { color: var(--color-d= +estructive--visited--hover,#854848); } + a:where(.new:not([role=3D"button"])):visited:active { color: var(--color-= +destructive--visited--active,#512e2e); } + a:where(.new:not([role=3D"button"])):hover { color: var(--color-destructi= +ve--hover,#9f3526); text-decoration: underline; } + a:where(.new:not([role=3D"button"])):active { color: var(--color-destruct= +ive--active,#612419); text-decoration: underline; } + a:where(.new:not([role=3D"button"])):focus { outline-color: var(--outline= +-color-progressive--focus,#36c); } + .mw-parser-output a { overflow-wrap: break-word; } + .mw-parser-output a.external { background-image: url("/w/skins/Vector/res= +ources/skins.vector.styles/images/link-external-small-ltr-progressive.svg?f= +b64d"); background-position: right center; background-repeat: no-repeat; ba= +ckground-size: 0.857em auto; padding-right: 1em; } + .mw-parser-output a.external.free { word-break: break-all; } + a.mw-selflink { color: inherit; font-weight: bold; text-decoration: inher= +it; } + a.mw-selflink:hover { cursor: inherit; } + .mw-underline-always a { text-decoration: underline; } + .mw-underline-never a { text-decoration: none; } + .plainlinks a.external { background: none !important; padding: 0px !impor= +tant; } + .vector-dropdown { position: relative; } + .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only) { dis= +play: inline-flex; align-items: center; } + .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= +r { content: ""; min-width: 10px; min-height: 10px; display: inline-block; = +vertical-align: text-bottom; width: 0.75rem; height: 0.75rem; } + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= +r { background-position: center center; background-repeat: no-repeat; backg= +round-size: calc(max(calc(var(--font-size-medium,1rem) - 4px),10px)); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= +r { mask-position: center center; mask-repeat: no-repeat; mask-size: calc(m= +ax(calc(var(--font-size-medium,1rem) - 4px),10px)); } +} + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= +r { background-image: url("data:image/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(--o= +pacity-icon-base,0.87); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= +r { mask-image: url("data:image/svg+xml;utf8,= +"); background-color: var(--color-base,#202122); } +} + .vector-dropdown .vector-dropdown-label-text { font-size: var(--font-size= +-small,0.875rem); } + .vector-dropdown .vector-dropdown-checkbox { cursor: pointer; position: a= +bsolute; top: 0px; left: 0px; z-index: 1; opacity: 0; width: 100%; height: = +100%; margin: 0px; padding: 0px; } + .vector-dropdown .vector-dropdown-checkbox:checked ~ .vector-dropdown-con= +tent { opacity: 1; visibility: visible; height: auto; } + .vector-dropdown .vector-dropdown-content { position: absolute; top: 100%= +; left: -1px; opacity: 0; height: 0px; visibility: hidden; overflow: hidden= + auto; z-index: 50; background-color: var(--background-color-base,#fff); pa= +dding: 16px; font-size: var(--font-size-small,0.875rem); box-shadow: rgba(0= +, 0, 0, 0.2) 0px 2px 6px -1px; transition-property: opacity; transition-dur= +ation: 100ms; width: max-content; max-width: 200px; max-height: 75vh; } + .vector-pinnable-element .vector-menu-heading { color: var(--color-subtle= +,#54595d); font-weight: normal; cursor: default; padding: 6px 0px; margin: = +6px 0px; border-bottom: 1px solid var(--background-color-interactive,#eaecf= +0); } + .vector-pinnable-element .mw-list-item, .vector-dropdown-content .mw-list= +-item { padding: 0px; } + .vector-pinnable-element .mw-list-item a, .vector-dropdown-content .mw-li= +st-item a { display: flex; align-items: center; padding: 6px 0px; } + .vector-pinnable-element .mw-list-item a .vector-icon, .vector-dropdown-c= +ontent .mw-list-item a .vector-icon { margin-right: 6px; } + .vector-pinnable-element .mw-list-item a:not(.mw-selflink):visited, .vect= +or-dropdown-content .mw-list-item a:not(.mw-selflink):visited { color: var(= +--color-progressive,#36c); } + .vector-pinnable-element .mw-list-item a:not(.mw-selflink):visited:hover,= + .vector-dropdown-content .mw-list-item a:not(.mw-selflink):visited:hover {= + color: var(--color-progressive--hover,#3056a9); } + .vector-pinnable-element .mw-list-item a.selected a, .vector-dropdown-con= +tent .mw-list-item a.selected a { color: var(--color-base,#202122) !importa= +nt; } + .vector-user-menu-button { padding-left: 4px; padding-right: 4px; } + .vector-feature-main-menu-pinned-enabled .vector-header-start .vector-mai= +n-menu-landmark, .vector-feature-main-menu-pinned-disabled .vector-main-men= +u-container .vector-main-menu-landmark { display: none; } + .vector-main-menu #p-navigation .vector-menu-heading { display: none; } + .vector-pinnable-element { font-size: var(--font-size-small,0.875rem); } + .vector-pinned-container { background-color: var(--background-color-base,= +#fff); padding: 0px 16px; margin-bottom: 2rem; display: none; } + @supports (display:grid) { + .vector-pinned-container { display: block; } +} + .vector-column-start, .vector-column-end { contain: paint; } + .vector-sticky-pinned-container { overflow: hidden auto; position: sticky= +; top: 24px; box-sizing: border-box; max-height: calc(-48px + 100vh); trans= +ition: top 250ms linear, max-height 250ms linear; } + .vector-sticky-pinned-container::after { content: ""; display: block; pos= +ition: sticky; bottom: 0px; left: 0px; right: 0px; height: 16px; background= +-image: ; background-position-x: ; background-position-y: ; background-size= +: ; background-attachment: ; background-origin: ; background-clip: ; backgr= +ound-color: ; background-repeat: no-repeat; pointer-events: none; } + .vector-pinnable-header { padding-bottom: 6px; margin-bottom: 6px; border= +-bottom: 1px solid var(--background-color-interactive,#eaecf0); line-height= +: 1.6; } + .vector-pinnable-header-label { display: inline-block; vertical-align: mi= +ddle; font-size: var(--font-size-small,0.875rem); padding: 0px; border: 0px= +; font-weight: bold; margin: 0px 0.5rem 0px 0px !important; } + .vector-pinnable-header-toggle-button { display: none; border: 0px; paddi= +ng: 4px 8px; background-color: var(--background-color-interactive,#eaecf0);= + color: var(--color-base,#202122); cursor: pointer; text-align: left; font-= +size: 0.75rem; border-radius: 2px; } + .vector-pinnable-header-toggle-button:hover { background-color: var(--bac= +kground-color-neutral-subtle,#f8f9fa); } + .vector-pinnable-header-override .vector-pinnable-header-toggle-button { = +display: none !important; } + .vector-feature-page-tools-pinned-enabled .vector-page-toolbar-container = +.vector-page-tools-landmark, .vector-feature-page-tools-pinned-disabled .ve= +ctor-column-end .vector-page-tools-landmark { display: none; } + .vector-toc .vector-pinnable-header { margin-left: 12px; } + .vector-toc .vector-pinnable-header-label { font-size: 100%; } + .vector-toc .vector-toc-numb { display: none; } + .vector-toc .vector-toc-toggle { display: none; transition: 100ms; positi= +on: absolute; left: calc(-11px); top: 1px; min-width: 22px; min-height: 22p= +x; padding: 0px; font-size: 0.7rem; } + .vector-toc .vector-toc-link { display: block; word-break: break-word; } + .vector-toc .vector-toc-list-item-active > .vector-toc-link, .vector-toc = +.vector-toc-level-1-active:not(.vector-toc-list-item-expanded) > .vector-to= +c-link, .vector-toc .vector-toc-list-item-active.vector-toc-level-1-active = +> .vector-toc-link { color: var(--color-base,#202122) !important; font-weig= +ht: bold; } + .vector-toc .vector-toc-list-item-active > .vector-toc-link .vector-toc-t= +ext, .vector-toc .vector-toc-level-1-active:not(.vector-toc-list-item-expan= +ded) > .vector-toc-link .vector-toc-text, .vector-toc .vector-toc-list-item= +-active.vector-toc-level-1-active > .vector-toc-link .vector-toc-text { wid= +th: calc(100% + 16px); } + .vector-toc .vector-toc-level-1-active:not(.vector-toc-list-item-active) = +> .vector-toc-link { color: var(--color-base,#202122) !important; } + .vector-toc .vector-toc-text { padding: 6px 0px; } + .vector-toc .vector-toc-contents, .vector-toc .vector-toc-list { margin: = +0px; list-style: none; } + .vector-toc .vector-toc-list-item { position: relative; list-style-type: = +none; padding-left: 12px; margin: 0px; } + .client-js .vector-toc .vector-toc-level-1 .vector-toc-list-item { displa= +y: none; } + .client-js .vector-toc .vector-toc-level-1.vector-toc-list-item-expanded = +.vector-toc-list-item { display: block; } + .client-js .vector-toc .vector-toc-toggle { display: block; } + .client-js .vector-toc .vector-toc-level-1.vector-toc-list-item-expanded = +.vector-toc-toggle { transform: rotate(0deg); } + .client-js body.ltr .vector-toc .vector-toc-toggle { transform: rotate(-9= +0deg); } + .client-js body.rtl .vector-toc .vector-toc-toggle { transform: rotate(90= +deg); } + .vector-toc-landmark { display: none; } + .vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky-header-vi= +sible) .vector-page-titlebar .vector-toc-landmark, .vector-feature-toc-pinn= +ed-clientpref-0 .vector-sticky-header-visible .vector-sticky-header-context= +-bar .vector-toc-landmark, .vector-feature-toc-pinned-clientpref-1 .vector-= +column-start .vector-toc-landmark { display: block; } + .cdx-button.cdx-button--icon-only span + span { display: block; clip: rec= +t(1px, 1px, 1px, 1px); width: 1px; height: 1px; margin: -1px; border: 0px; = +padding: 0px; overflow: hidden; user-select: none; position: absolute !impo= +rtant; } + input:hover + .cdx-button--weight-quiet:not(.cdx-button--action-progressi= +ve) { background-color: var(--background-color-interactive-subtle--hover,#e= +aecf0); } + input:active + .cdx-button--weight-quiet:not(.cdx-button--action-progress= +ive) { background-color: var(--background-color-interactive-subtle--active,= +#dadde3); color: var(--color-emphasized,#101418); } + input:focus:not(:active) + .cdx-button:not(.cdx-button--action-progressiv= +e) { border-color: var(--border-color-progressive--focus,#36c); box-shadow:= + inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } + input:hover + .cdx-button--weight-quiet.cdx-button--action-progressive { = +background-color: var(--background-color-progressive-subtle,#e8eeff); color= +: var(--color-progressive--hover,#3056a9); } + input:active + .cdx-button--weight-quiet.cdx-button--action-progressive {= + background-color: var(--background-color-progressive--active,#233566); col= +or: var(--color-inverted,#fff); border-color: var(--border-color-progressiv= +e--active,#233566); } + input:focus:not(:active) + .cdx-button--action-progressive { border-color= +: var(--border-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px = +var(--box-shadow-color-progressive--focus,#36c) inset 0 0 0 2px var(--box-s= +hadow-color-inverted,#fff); } + .vector-feature-appearance-pinned-clientpref-1 .vector-user-links .vector= +-appearance-landmark, .vector-feature-appearance-pinned-clientpref-0 .vecto= +r-column-end .vector-appearance-landmark { display: none; } + #vector-appearance-dropdown .vector-dropdown-content { left: auto; right:= + 0px; } + .exclusion-notice { color: var(--color-disabled,#a2a9b1); } + .client-nojs .vector-appearance-landmark { display: none; } + .skin-client-pref-exclusion-notice { display: none; } + .vector-page-titlebar .mw-portlet-lang { box-sizing: border-box; flex-shr= +ink: 0; } + .client-nojs .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-head= +ing-0 { display: none; } + .vector-page-titlebar .mw-portlet-lang .vector-dropdown-label { user-sele= +ct: none; opacity: 1; } + .vector-page-titlebar .mw-portlet-lang .vector-dropdown-label.cdx-button-= +-action-progressive.cdx-button--weight-quiet::after { mask-image: url("/w/s= +kins/Vector/resources/skins.vector.styles/images/arrow-down-progressive.svg= +?5cd6d"); background-color: var(--color-progressive,#36c); opacity: 1; } + .vector-page-titlebar .mw-portlet-lang .vector-dropdown-checkbox:active += + .vector-dropdown-label.cdx-button--action-progressive.cdx-button--weight-q= +uiet { color: var(--color-inverted-fixed,#fff); } + .vector-page-titlebar .mw-portlet-lang .vector-dropdown-checkbox:active += + .vector-dropdown-label.cdx-button--action-progressive.cdx-button--weight-q= +uiet .vector-icon { filter: brightness(0) invert(1); } + .vector-page-titlebar .mw-portlet-lang .vector-dropdown-checkbox:active += + .vector-dropdown-label.cdx-button--action-progressive.cdx-button--weight-q= +uiet::after { background-image: url("/w/skins/Vector/resources/skins.vector= +.styles/images/arrow-down-invert.svg?1223d"); } + .vector-page-titlebar .mw-portlet-lang .vector-dropdown-content { box-siz= +ing: border-box; max-height: 65vh; overflow: auto; left: auto; right: 0px; = +} + .vector-page-titlebar .mw-portlet-lang .vector-dropdown-content li a { fo= +nt-size: inherit; } + .vector-page-titlebar .mw-portlet-lang .after-portlet { margin-top: 12px;= + } + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty { d= +isplay: inline-flex; align-items: center; } + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= +ter { content: ""; min-width: 10px; min-height: 10px; display: inline-block= +; vertical-align: text-bottom; width: 0.75rem; height: 0.75rem; } + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= +ter { background-position: center center; background-repeat: no-repeat; bac= +kground-size: calc(max(calc(var(--font-size-medium,1rem) - 4px),10px)); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= +ter { mask-position: center center; mask-repeat: no-repeat; mask-size: calc= +(max(calc(var(--font-size-medium,1rem) - 4px),10px)); } +} + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= +ter { background-image: url("data:image/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(-= +-opacity-icon-base,0.87); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= +ter { mask-image: url("data:image/svg+xml;utf8,= +"); background-color: var(--color-base,#202122); } +} + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty + .= +vector-dropdown-content { min-width: 300px; } + .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty + .= +vector-dropdown-content .mw-portlet-empty-language-selector-body { color: v= +ar(--color-subtle,#54595d); border-bottom: 1px solid var(--border-color-sub= +tle,#c8ccd1); padding-bottom: 20px; } + #p-lang-btn.mw-portlet-empty { display: none; } + .mw-interlanguage-selector { display: inline-flex; align-items: center; } + .mw-interlanguage-selector::after { content: ""; min-width: 10px; min-hei= +ght: 10px; display: inline-block; vertical-align: text-bottom; width: 0.75r= +em; height: 0.75rem; } + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-interlanguage-selector::after { background-position: center center; b= +ackground-repeat: no-repeat; background-size: calc(max(calc(var(--font-size= +-medium,1rem) - 4px),10px)); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-interlanguage-selector::after { mask-position: center center; mask-re= +peat: no-repeat; mask-size: calc(max(calc(var(--font-size-medium,1rem) - 4p= +x),10px)); } +} + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-interlanguage-selector::after { background-image: url("data:image/svg= ++xml;utf8,"); filter: invert(var(--filter= +-invert-icon,0)); opacity: var(--opacity-icon-base,0.87); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-interlanguage-selector::after { mask-image: url("data:image/svg+xml;u= +tf8,"); background-color: var(--color-bas= +e,#202122); } +} + .vector-dropdown > .mw-portlet-lang-heading-0 { display: none; } + .client-js .mw-portlet-lang .vector-dropdown-content { display: none; } + .vector-uls-disabled.client-js .mw-portlet-lang .vector-dropdown-content = +{ display: inherit; } + .client-js .action-view .vector-dropdown > .mw-portlet-lang-heading-0 { d= +isplay: flex; } + .client-js .action-view .vector-dropdown .mw-interlanguage-selector-empty= +:checked ~ .vector-dropdown-content { display: inherit; } + .vector-user-links { display: flex; align-items: center; position: relati= +ve; justify-content: flex-end; flex-shrink: 1; } + .vector-user-links .mw-list-item, .vector-user-links .vector-dropdown-lab= +el { margin: 0px 4px; } + .vector-user-links .vector-dropdown-content .mw-list-item { margin: 0px; = +} + .vector-user-menu .vector-dropdown-content { left: auto; right: 0px; } + .vector-user-menu .vector-menu-item--collapsible--none, .vector-user-menu= +.vector-user-links-dropdown--collapsible--none { display: none; } + .vector-user-links-main { display: flex; align-items: center; } + .vector-user-links-main .vector-menu-content { display: flex; } + .vector-user-links-main .vector-menu-content-list { display: flex; align-= +items: center; font-size: var(--font-size-small,0.875rem); } + .vector-user-menu-logged-in .vector-dropdown-label { display: inline-flex= +; align-items: center; padding: 0px 6px; } + .vector-user-menu-logged-in .vector-dropdown-label::after { content: ""; = +min-width: 10px; min-height: 10px; display: inline-block; vertical-align: t= +ext-bottom; width: 0.75rem; height: 0.75rem; } + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-user-menu-logged-in .vector-dropdown-label::after { background-po= +sition: center center; background-repeat: no-repeat; background-size: calc(= +max(calc(var(--font-size-medium,1rem) - 4px),10px)); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-user-menu-logged-in .vector-dropdown-label::after { mask-position= +: center center; mask-repeat: no-repeat; mask-size: calc(max(calc(var(--fon= +t-size-medium,1rem) - 4px),10px)); } +} + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-user-menu-logged-in .vector-dropdown-label::after { background-im= +age: url("data:image/svg+xml;utf8,"); fil= +ter: invert(var(--filter-invert-icon,0)); opacity: var(--opacity-icon-base,= +0.87); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-user-menu-logged-in .vector-dropdown-label::after { mask-image: u= +rl("data:image/svg+xml;utf8,"); backgroun= +d-color: var(--color-base,#202122); } +} + #pt-userpage-2 { max-width: 9.6875rem; overflow: hidden; text-overflow: e= +llipsis; } + #pt-userpage-2 a:not(.mw-selflink) { color: var(--color-progressive,#36c)= +; } + #pt-userpage-2 span { overflow: hidden; text-overflow: ellipsis; white-sp= +ace: nowrap; } + .mw-header { display: flex; flex-wrap: wrap; align-items: center; padding= +-top: 8px; padding-bottom: 8px; gap: 16px; } + .mw-header .vector-header-start { gap: 20px; } + .mw-header .vector-header-start, .mw-header .vector-header-end { display:= + flex; align-items: center; } + .mw-header .vector-header-end { flex-grow: 1; } + .mw-header .search-toggle { display: inline-flex; float: right; font-size= +: 1rem; } + .mw-header .vector-typeahead-search-container { display: none; } + .vector-icon { mask-image: url("data:image/png;base64,iVBORw0KGgoAAAANSUh= +EUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=3D= +"); min-width: 10px; min-height: 10px; width: calc(var(--font-size-medium,1= +rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); display: inl= +ine-block; vertical-align: text-bottom; background-color: var(--color-base,= +#202122); } + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-icon { background-position: center center; background-repeat: no-= +repeat; background-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),= +10px)); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-icon { mask-position: center center; mask-repeat: no-repeat; mask= +-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); } +} + .vector-icon[class*=3D"-progressive"] { background-color: var(--color-pro= +gressive,#36c); } + .mw-indicators { font-size: var(--font-size-small,0.875rem); line-height:= + 1.6; position: relative; float: right; display: flex; column-gap: 8px; fle= +x-wrap: wrap; } + .mw-indicator { display: inline-block; } + .mw-footer-container { padding-top: 50px; padding-bottom: 82px; } + .mw-footer { direction: ltr; border-top: 1px solid var(--border-color-bas= +e,#a2a9b1); padding: 0.75em 0px; } + .mw-footer ul { list-style: none; margin: 0px; padding: 0px; } + .mw-footer li { color: var(--color-base,#202122); margin: 0px; padding: 0= +.5em 0px; font-size: 0.75em; } + #footer-icons { float: right; } + #footer-icons li { float: left; margin-left: 0.5em; line-height: 2; text-= +align: right; } + #footer-icons a { padding-left: 8px; padding-right: 8px; background-color= +: rgb(248, 249, 250); } + #footer-info { } + #footer-info li { line-height: 1.4; display: inline-block; } + #footer-info #footer-info-copyright { display: block; } + #footer-places li { float: left; margin-right: 1em; line-height: 2; } + .vector-menu .vector-menu-content-list { list-style: none; margin: 0px; } + .vector-menu-tabs { } + .vector-menu-tabs .vector-menu-content { width: 100%; } + .vector-menu-tabs .vector-menu-content-list { display: flex; align-items:= + center; justify-content: end; } + .vector-menu-tabs .mw-list-item { white-space: nowrap; margin-bottom: 0px= +; } + .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) {= + gap: 3px; padding: 0px 8px; } + .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) .= +vector-icon { min-width: 10px; min-height: 10px; width: var(--font-size-med= +ium,1rem); height: var(--font-size-medium,1rem); display: inline-block; ver= +tical-align: text-bottom; mask-size: var(--font-size-small,0.875rem) !impor= +tant; } + @supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) .= +vector-icon { background-position: center center; background-repeat: no-rep= +eat; background-size: calc(max(var(--font-size-medium,1rem),10px)); } +} + @supports (-webkit-mask-image:none) or (mask-image:none) { + .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) .= +vector-icon { mask-position: center center; mask-repeat: no-repeat; mask-si= +ze: calc(max(var(--font-size-medium,1rem),10px)); } +} + .vector-menu-tabs .mw-list-item.vector-tab-noicon { margin: 0px 8px; } + .vector-menu-tabs .mw-list-item.vector-tab-noicon a { display: inline-fle= +x; align-items: center; position: relative; cursor: pointer; min-height: 32= +px; } + .vector-menu-tabs .mw-list-item.vector-tab-noicon a::after { position: ab= +solute; bottom: 0px; left: 0px; width: 100%; height: 2px; background-color:= + var(--background-color-transparent,transparent); content: ""; } + .vector-menu-tabs .mw-list-item.vector-tab-noicon a:focus, .vector-menu-t= +abs .mw-list-item.vector-tab-noicon a:hover { text-decoration: none; } + .vector-menu-tabs .mw-list-item.vector-tab-noicon a:focus::after, .vector= +-menu-tabs .mw-list-item.vector-tab-noicon a:hover::after { background-colo= +r: var(--color-progressive--hover,#3056a9); } + .vector-menu-tabs .mw-list-item a:visited { color: var(--color-progressiv= +e,#36c); } + .vector-menu-tabs .mw-list-item a:visited:hover { color: var(--color-prog= +ressive--hover,#3056a9); } + .vector-menu-tabs .mw-list-item.new a:visited { color: var(--color-destru= +ctive,#bf3c2c); } + .vector-menu-tabs .mw-list-item.new a:visited:hover { color: var(--color-= +destructive--hover,#9f3526); } + .vector-menu-tabs .mw-list-item.selected a { color: var(--color-base,#202= +122) !important; } + .vector-menu-tabs .mw-list-item.selected a::after { background-color: var= +(--color-base,#202122); } + .vector-page-titlebar { position: relative; display: flex; flex-wrap: now= +rap; justify-content: flex-end; align-items: center; } + .vector-page-titlebar-blank { box-shadow: none; } + .vector-page-titlebar .firstHeading { flex-grow: 1; padding: 0px; border:= + 0px; } + .vector-page-titlebar .vector-page-titlebar-toc.ve-active { display: none= + !important; } + .vector-page-titlebar > .cdx-button { font-size: var(--font-size-small,0.= +875rem); white-space: nowrap; } + .vector-page-titlebar > .cdx-button, .vector-page-titlebar > .mw-portlet-= +lang { flex-shrink: 0; } + .vector-page-titlebar > .cdx-button:last-child, .vector-page-titlebar > .= +mw-portlet-lang:last-child { margin-right: calc(-12px); } + .vector-page-titlebar > .mw-portlet-lang-icon-only:last-child { margin-ri= +ght: calc(-6px); } + .vector-page-toolbar-container { display: flex; flex-flow: row; justify-c= +ontent: space-between; font-size: var(--font-size-small,0.875rem); box-shad= +ow: 0 1px var(--border-color-subtle,#c8ccd1); margin-bottom: 1px; } + .vector-page-toolbar-container .cdx-button { font-weight: normal; font-si= +ze: var(--font-size-small,0.875rem); } + #right-navigation, #left-navigation { display: flex; align-items: center;= + margin: 0px -8px; } + #left-navigation > nav { display: flex; } + #right-navigation { justify-content: flex-end; } + #right-navigation > nav:first-child { width: 100%; } + #right-navigation .vector-dropdown-content { left: auto; right: 0px; } + .vector-search-box { font-size: var(--font-size-small,0.875rem); flex-gro= +w: 1; } + .vector-search-box .vector-typeahead-search-container { max-width: 31.25r= +em; margin-right: 12px; } + .vector-search-box .cdx-typeahead-search--show-thumbnail.cdx-typeahead-se= +arch--auto-expand-width:not(.cdx-typeahead-search--expanded) { margin-left:= + calc(26px); } + #localNotice { margin-bottom: 0.9em; } + #siteNotice { font-size: 0.8em; margin: 24px 0px; position: relative; tex= +t-align: center; } + .vector-animations-ready .mw-watchlink .vector-icon { transition: transfo= +rm 500ms; } + [dir=3D"ltr"] .mw-watchlink .mw-ui-icon-wikimedia-unStar { transform: rot= +ate(72deg); } + [dir=3D"rtl"] .mw-watchlink .mw-ui-icon-wikimedia-unStar { transform: rot= +ate(-72deg); } + .mw-portlet-dock-bottom { display: none; } + .vector-sticky-header-container { display: none; } +} + +@media screen and (min-width: 1120px) { + .mw-page-container, .vector-header-container .mw-header, .vector-header-c= +ontainer .vector-sticky-header { padding-left: 2.75rem; padding-right: 2.75= +rem; } +} + +@media screen and (min-width: 1680px) { + .mw-page-container, .vector-header-container .mw-header, .vector-header-c= +ontainer .vector-sticky-header { padding-left: 3.25rem; padding-right: 3.25= +rem; } +} + +@media screen and (min-width: 1120px) { + .mw-page-container-inner { display: grid; column-gap: 24px; grid-template= +: "siteNotice siteNotice" min-content "columnStart pageContent" 1fr "footer= + footer" min-content / 12.25rem minmax(0px, 1fr); } + .vector-sitenotice-container { grid-area: siteNotice; } + .vector-column-start { grid-area: columnStart; overflow-anchor: none; } + .mw-content-container { grid-area: pageContent; } + .mw-footer-container { grid-area: footer; } + .vector-feature-page-tools-pinned-enabled .vector-column-end, .vector-fea= +ture-appearance-pinned-clientpref-1 .vector-column-end { width: 12.25rem; } + .vector-column-start, .vector-column-end { margin-top: 2.8rem; border-top= +: 1px solid transparent; } +} + +@media screen and (min-width: 1680px) { + .mw-page-container-inner { grid-template-columns: 15.5rem minmax(0px, 1fr= +); } + .mw-header { display: grid; column-gap: 24px; grid-template: "headerStart= + headerEnd" / 15.5rem minmax(0px, 1fr); } + .mw-header .vector-header-start { grid-area: headerStart; } + .mw-header .vector-header-end { grid-area: headerEnd; } + .vector-feature-page-tools-pinned-enabled .vector-column-end, .vector-fea= +ture-appearance-pinned-clientpref-1 .vector-column-end { width: 15.5rem; } +} + +@media screen and (min-width: 1120px) { + .mw-body { display: grid; grid-template: "titlebar-cx ." min-content "tit= +lebar columnEnd" min-content "toolbar columnEnd" min-content "content colum= +nEnd" 1fr / minmax(0px, 59.25rem) min-content; } + .mw-body .vector-page-titlebar { grid-area: titlebar; } + .mw-body .vector-page-toolbar { grid-area: toolbar; } + .mw-body #bodyContent { grid-area: content; } + .mw-body .vector-column-end { grid-area: columnEnd; overflow-anchor: none= +; } + .vector-feature-page-tools-pinned-enabled .mw-body, .vector-feature-appea= +rance-pinned-clientpref-1 .mw-body { column-gap: 24px; } + .vector-feature-limited-width-clientpref-0 .mw-body, .vector-feature-limi= +ted-width-content-disabled .mw-body { grid-template-columns: minmax(0px, 1f= +r) min-content; } +} + +@media screen and (max-width: calc(1119px)) { + .client-js .vector-page-titlebar-toc { margin-right: 8px; } + .client-js .vector-page-titlebar-toc .vector-dropdown-content { max-width= +: none; } + .client-js .vector-page-titlebar-toc .vector-toc { width: max-content; mi= +n-width: 200px; max-width: min(50.3625rem, 75vw); } + .client-js .vector-below-page-title .vector-page-titlebar-toc { position:= + fixed; top: 12px; left: 12px; margin: 0px; z-index: 50; } +} + +@media screen and (min-width: 1120px) { + .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= +-header-visible) .vector-page-titlebar-toc { margin-right: 8px; } + .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= +-header-visible) .vector-page-titlebar-toc .vector-dropdown-content { max-w= +idth: none; } + .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= +-header-visible) .vector-page-titlebar-toc .vector-toc { width: max-content= +; min-width: 200px; max-width: min(50.3625rem, 75vw); } + .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= +-header-visible).vector-below-page-title .vector-page-titlebar-toc { positi= +on: fixed; top: 12px; left: 12px; margin: 0px; z-index: 50; } + .client-js.vector-feature-toc-pinned-clientpref-0 .vector-sticky-header-v= +isible .vector-sticky-header-toc { margin-right: 8px; } + .client-js.vector-feature-toc-pinned-clientpref-0 .vector-sticky-header-v= +isible .vector-sticky-header-toc .vector-dropdown-content { max-width: none= +; } + .client-js.vector-feature-toc-pinned-clientpref-0 .vector-sticky-header-v= +isible .vector-sticky-header-toc .vector-toc { width: max-content; min-widt= +h: 200px; max-width: min(50.3625rem, 75vw); } +} + +@media screen and (max-width: calc(1119px)) { + .client-nojs.vector-feature-toc-pinned-clientpref-1 .vector-sticky-pinned= +-container { position: static; } + .client-nojs.vector-feature-toc-pinned-clientpref-1 #vector-toc-pinned-co= +ntainer { max-height: 200px; } +} + +@media screen and (max-width: calc(1119px)) { + .client-js .vector-pinned-container { display: none; } + .client-js .vector-sticky-pinned-container { display: none; } +} + +@media screen and (min-width: 1120px) { + .client-js .vector-pinnable-header-unpinned .vector-pinnable-header-pin-b= +utton, .client-js .vector-pinnable-header-pinned .vector-pinnable-header-un= +pin-button { display: inline-block; } +} + +@media screen and (min-width: calc(639px)) { + .vector-page-tools .vector-icon, .vector-page-tools .vector-menu-item--co= +llapsible { display: none; } +} + +@media screen and (max-width: calc(639px)) { + .vector-page-tools .vector-has-collapsible-items { display: block; } +} + +@media screen and (max-width: calc(1119px)) { + .client-js .vector-page-titlebar .vector-toc-landmark { display: block; } + .client-js .mw-table-of-contents-container.vector-toc-landmark { display:= + none; } +} + +@media screen and (max-width: calc(1119px)) { + #p-lang-btn-label.cdx-button--icon-only, #vector-page-titlebar-toc-label,= + .vector-header .cdx-button.cdx-button--icon-only { min-height: 44px; min-w= +idth: 44px; } +} + +@media screen and (min-width: 1120px) { + .vector-button-flush-left { margin-left: calc(-6px); } +} + +@media screen and (max-width: calc(1119px)) { + .vector-button-flush-left { margin-left: calc(-12px); } +} + +@media screen and (min-width: 1120px) { + .vector-button-flush-right { margin-right: calc(-6px); } +} + +@media screen and (max-width: calc(1119px)) { + .vector-button-flush-right { margin-right: calc(-12px); } +} + +@media screen and (max-width: 1399px) { + .vector-feature-limited-width-clientpref-0 #skin-client-prefs-vector-feat= +ure-limited-width .skin-client-pref-exclusion-notice { display: block; } + .vector-feature-limited-width-clientpref-0 #skin-client-prefs-vector-feat= +ure-limited-width .vector-menu-content { flex-wrap: wrap; } +} + +@media screen and (min-width: 640px) { + .vector-user-menu .vector-menu-item--collapsible, .vector-user-menu.vecto= +r-user-links-dropdown--collapsible { display: none; } +} + +@media screen and (max-width: calc(639px)) { + .vector-user-links-main .after-portlet-user-page, .vector-user-links-main= + .vector-menu-item--collapsible { display: none; } +} + +@media screen and (max-width: calc(1119px)) { + .vector-user-menu-logged-in .vector-dropdown-label { padding: 0px 12px; } +} + +@media screen and (min-width: 1680px) { + #pt-userpage-2 { max-width: 12.5rem; } +} + +@media screen and (min-width: 1120px) { + .mw-header .search-toggle { display: none !important; } +} + +@media screen and (min-width: 1120px) { + .mw-header .vector-typeahead-search-container { display: block; } +} + +@media screen and (max-width: calc(1119px)) { + .mw-header { } + .mw-header.vector-header-search-toggled .vector-header-start, .mw-header.= +vector-header-search-toggled .search-toggle { display: none; } + .mw-header.vector-header-search-toggled .vector-typeahead-search-containe= +r { display: block; max-width: none; } + .mw-header.vector-header-search-toggled .vector-search-box { position: re= +lative; } + .mw-header.vector-header-search-toggled .cdx-typeahead-search--expanded .= +cdx-search-input__end-button { border-bottom-right-radius: 0px; } +} + +@media screen and (max-width: calc(639px)) { + .vector-page-titlebar { flex-wrap: wrap; } +} + +@media screen and (max-width: calc(639px)) { + .vector-page-titlebar .firstHeading { flex-basis: 70%; } +} + +@media screen and (min-width: calc(639px)) and (max-width: calc(1679px)) { + .vector-page-toolbar-container--expand { flex-flow: column; } + .vector-page-toolbar-container--expand #left-navigation { flex-wrap: wrap= +; } + .vector-page-toolbar-container--expand #left-navigation::after { backgrou= +nd-color: var(--border-color-subtle,#c8ccd1); content: ""; height: 1px; wid= +th: calc(100% - 16px); margin-left: 8px; } + .vector-page-toolbar-container--expand #right-navigation .vector-menu-con= +tent-list { justify-content: flex-start; } + .vector-page-toolbar-container--expand #ca-bookmark { margin-left: auto; = +} + .vector-page-toolbar-container--expand #ca-view { display: none; } + .ve-activated .vector-page-toolbar-container--expand #ca-view, .action-ed= +it .vector-page-toolbar-container--expand #ca-view { display: block; } +} + +@media screen and (min-width: calc(639px)) { + .vector-page-toolbar-container .mw-portlet-views:not(.emptyPortlet) { dis= +play: flex; } +} + +@media screen and (max-width: calc(639px)) { + .vector-page-toolbar-container .mw-portlet-views .vector-menu-item--colla= +psible { display: none; } +} + +@media screen and (min-width: 1680px) { + .client-js .vector-search-box.vector-search-box-auto-expand-width { margi= +n-left: calc(-24px); } +} + +@media all { + .mw-logo { display: flex; height: 100%; align-items: center; } + .mw-logo-icon { float: left; margin-right: 10px; display: none; width: 3.= +125em; height: 3.125em; } + .mw-logo-container { float: left; max-width: 120px; } + .mw-logo-container img { width: 100%; } + .mw-logo-wordmark { display: block; margin: 0px auto; } + .mw-logo-tagline { display: block; margin: 5px auto 0px; } +} + +@media (min-width: 640px) { + .mw-logo-icon { display: block; } +} + +@media (min-width: 640px) { + .mw-logo-container { max-width: none; } + .mw-logo-container img { width: auto; } +} + +@media print { + .toc, body { padding: 10px; font-family: "Linux Libertine", Georgia, Time= +s, "Source Serif 4", serif; } + .printfooter, .mw-footer, .thumb, figure, table, ol, dl, ul, .mw-heading3= +, h3, .mw-heading4, h4, .mw-heading5, h5, .mw-heading6, h6 { font-family: s= +ans-serif; } + img { font-family: "Linux Libertine", Georgia, Times, "Source Serif 4", s= +erif; } + .mw-body a:not(.image) { border-bottom: 1px solid rgb(170, 170, 170); } + .firstHeading { font-size: 25pt; line-height: 28pt; margin-bottom: 20px; = +padding-bottom: 5px; } + .firstHeading, .mw-heading2, :not(.mw-heading2) h2 { overflow: hidden; bo= +rder-bottom: 2px solid var(--color-emphasized,#101418); } + .mw-heading3, h3, .mw-heading4, h4, .mw-heading5, h5, .mw-heading6, h6 { = +margin: 30px 0px 0px; } + .mw-heading2, h2, .mw-heading3, h3, .mw-heading4, h4, .mw-heading5, h5, .= +mw-heading6, h6 { padding: 0px; position: relative; } + .mw-heading2, h2 { font-size: 18pt; line-height: 24pt; margin-bottom: 0.2= +5em; } + .mw-heading3, h3 { font-size: 14pt; line-height: 20pt; } + .mw-heading4, h4, .mw-heading5, h5, .mw-heading6, h6 { font-size: 12pt; l= +ine-height: 16pt; } + p { font-size: 12pt; line-height: 16pt; margin-top: 5px; text-align: just= +ify; } + p::before { content: ""; display: block; width: 120pt; overflow: hidden; = +break-after: avoid; } + blockquote { border-left: 2px solid var(--color-emphasized,#101418); padd= +ing-left: 20px; } + ol, ul { margin: 10px 0px 0px 1.6em; padding: 0px; } + ol li, ul li { padding: 2px 0px; font-size: 12pt; } + table ol li, table ul li { font-size: inherit; } + .toc { break-before: avoid; break-after: avoid; background: none; border:= + 0px; display: table; } + .toc a { border: 0px; font-weight: normal; } + .toc > ul > li { margin-bottom: 4px; font-weight: bold; } + .toc ul { margin: 0px; list-style: none; } + .toc ul ul { padding-left: 30px; } + .toc li.toclevel-1 > a { font-size: 12pt; font-weight: bold; } + #mw-navigation, .noprint, .mw-jump-link, .mw-portlet-lang, .toc .tocnumbe= +r { display: none; } + .printfooter { margin-top: 10px; border-top: 3px solid var(--color-emphas= +ized,#101418); padding-top: 10px; font-size: 10pt; clear: both; } + .mw-footer { margin-top: 12px; border-top: 1px solid rgb(238, 238, 238); = +padding-top: 5px; } + #footer-info { margin: 0px; padding: 0px; } + #footer-info li { color: rgb(153, 153, 153); list-style: none; display: b= +lock; padding-bottom: 10px; font-size: 10pt; } + #footer-info li a { color: rgb(153, 153, 153) !important; } + #footer-info-lastmod { color: var(--color-emphasized,#101418); font-size:= + 12pt; font-weight: bold; } + .vector-page-toolbar, .vector-header-start > :not(.mw-logo), .vector-head= +er-end, #mw-panel-toc, #vector-sticky-header, #p-lang-btn, .vector-menu-che= +ckbox, nav, #vector-page-titlebar-toc, #footer { display: none !important; = +} +} + +.cdx-icon { color: var(--color-base,#202122); display: inline-flex; align-i= +tems: center; justify-content: center; vertical-align: text-bottom; } + +.cdx-icon svg { fill: currentcolor; width: 100%; height: 100%; } + +.cdx-icon--x-small { min-width: 10px; min-height: 10px; width: calc(var(--f= +ont-size-medium,1rem) - 4px); height: calc(var(--font-size-medium,1rem) - 4= +px); } + +.cdx-icon--small { min-width: 14px; min-height: 14px; width: var(--font-siz= +e-medium,1rem); height: var(--font-size-medium,1rem); } + +.cdx-icon--medium { min-width: 18px; min-height: 18px; width: calc(var(--fo= +nt-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4p= +x); } + +.cdx-icon--flipped svg { transform: scaleX(-1); } + +.cdx-button { display: inline-flex; align-items: center; justify-content: c= +enter; gap: 6px; box-sizing: border-box; min-height: 32px; max-width: 28rem= +; margin: 0px; border-width: 1px; border-style: solid; border-radius: 2px; = +padding-right: 11px; padding-left: 11px; font-family: inherit; font-size: v= +ar(--font-size-medium,1rem); font-weight: 700; overflow: hidden; text-overf= +low: ellipsis; white-space: nowrap; text-transform: none; transition-proper= +ty: background-color, color, border-color, box-shadow; transition-duration:= + 0.1s; } + +.cdx-button--size-small { gap: 4px; min-height: 1.5rem; padding-right: 5px;= + padding-left: 5px; } + +.cdx-button--size-large { min-height: 44px; padding-right: 15px; padding-le= +ft: 15px; } + +.cdx-button--icon-only { min-width: 32px; padding-right: 0px; padding-left:= + 0px; } + +.cdx-button--icon-only.cdx-button--size-small { min-width: 1.5rem; } + +.cdx-button--icon-only.cdx-button--size-large { min-width: 44px; } + +.cdx-button .cdx-button__icon, .cdx-button .cdx-icon { vertical-align: midd= +le; } + +.cdx-button .cdx-icon { color: inherit; } + +.cdx-button--fake-button, .cdx-button--fake-button:hover, .cdx-button--fake= +-button:focus { text-decoration: none; } + +.cdx-button:enabled, .cdx-button.cdx-button--fake-button--enabled { backgro= +und-color: var(--background-color-interactive-subtle,#f8f9fa); color: var(-= +-color-neutral,#404244); border-color: var(--border-color-interactive,#7277= +7d); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled .cdx-button__icon, .cdx-button.cdx-button--fake-butto= +n--enabled .cdx-button__icon { background-color: var(--color-neutral,#40424= +4); } +} + +.cdx-button:enabled:hover, .cdx-button.cdx-button--fake-button--enabled:hov= +er { background-color: var(--background-color-interactive-subtle--hover,#ea= +ecf0); border-color: var(--border-color-interactive--hover,#27292d); cursor= +: pointer; } + +.cdx-button:enabled:active, .cdx-button.cdx-button--fake-button--enabled:ac= +tive, .cdx-button:enabled.cdx-button--is-active, .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--is-active { background-color: var(--backgrou= +nd-color-interactive-subtle--active,#dadde3); border-color: var(--border-co= +lor-interactive--active,#202122); } + +.cdx-button:enabled:focus, .cdx-button.cdx-button--fake-button--enabled:foc= +us { outline: transparent solid 1px; } + +.cdx-button:enabled:focus:not(:active):not(.cdx-button--is-active), .cdx-bu= +tton.cdx-button--fake-button--enabled:focus:not(:active):not(.cdx-button--i= +s-active) { border-color: var(--border-color-progressive--focus,#36c); box-= +shadow: inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } + +.cdx-button:enabled.cdx-button--action-progressive, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--action-progressive { background-color: va= +r(--background-color-progressive-subtle,#e8eeff); color: var(--color-progre= +ssive,#36c); border-color: var(--border-color-progressive,#36c); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive .cdx-button__icon, .cd= +x-button.cdx-button--fake-button--enabled.cdx-button--action-progressive .c= +dx-button__icon { background-color: var(--color-progressive,#36c); } +} + +.cdx-button:enabled.cdx-button--action-progressive:hover, .cdx-button.cdx-b= +utton--fake-button--enabled.cdx-button--action-progressive:hover { backgrou= +nd-color: var(--background-color-progressive-subtle--hover,#d9e2ff); color:= + var(--color-progressive--hover,#3056a9); border-color: var(--border-color-= +progressive--hover,#3056a9); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive:hover .cdx-button__ico= +n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progress= +ive:hover .cdx-button__icon { background-color: var(--color-progressive--ho= +ver,#3056a9); } +} + +.cdx-button:enabled.cdx-button--action-progressive:active, .cdx-button.cdx-= +button--fake-button--enabled.cdx-button--action-progressive:active, .cdx-bu= +tton:enabled.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--action-progressive.cdx-but= +ton--is-active { background-color: var(--background-color-progressive-subtl= +e--active,#b6d4fb); color: var(--color-progressive--active,#233566); border= +-color: var(--border-color-progressive--active,#233566); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive:active .cdx-button__ic= +on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progres= +sive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-progr= +essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--action-progressive.cdx-button--is-active .cdx= +-button__icon { background-color: var(--color-progressive--active,#233566);= + } +} + +.cdx-button:enabled.cdx-button--action-destructive, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--action-destructive { background-color: va= +r(--background-color-destructive-subtle,#ffe9e5); color: var(--color-destru= +ctive,#bf3c2c); border-color: var(--border-color-destructive,#f54739); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive .cdx-button__icon, .cd= +x-button.cdx-button--fake-button--enabled.cdx-button--action-destructive .c= +dx-button__icon { background-color: var(--color-destructive,#bf3c2c); } +} + +.cdx-button:enabled.cdx-button--action-destructive:hover, .cdx-button.cdx-b= +utton--fake-button--enabled.cdx-button--action-destructive:hover { backgrou= +nd-color: var(--background-color-destructive-subtle--hover,#ffdad3); color:= + var(--color-destructive--hover,#9f3526); border-color: var(--border-color-= +destructive--hover,#9f3526); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive:hover .cdx-button__ico= +n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruct= +ive:hover .cdx-button__icon { background-color: var(--color-destructive--ho= +ver,#9f3526); } +} + +.cdx-button:enabled.cdx-button--action-destructive:active, .cdx-button.cdx-= +button--fake-button--enabled.cdx-button--action-destructive:active, .cdx-bu= +tton:enabled.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--action-destructive.cdx-but= +ton--is-active { background-color: var(--background-color-destructive-subtl= +e--active,#ffc8bd); color: var(--color-destructive--active,#612419); border= +-color: var(--border-color-destructive--active,#612419); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive:active .cdx-button__ic= +on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruc= +tive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-destr= +uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--action-destructive.cdx-button--is-active .cdx= +-button__icon { background-color: var(--color-destructive--active,#612419);= + } +} + +.cdx-button:enabled.cdx-button--action-destructive:focus:not(:active):not(.= +cdx-button--is-active), .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--action-destructive:focus:not(:active):not(.cdx-button--is-active) { b= +order-color: var(--border-color-destructive--focus,#36c); box-shadow: inset= + 0 0 0 1px var(--box-shadow-color-destructive--focus,#36c); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= +.cdx-button--action-progressive { background-color: var(--background-color-= +progressive,#36c); color: var(--color-inverted-fixed,#fff); border-color: v= +ar(--border-color-transparent,transparent); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= +rimary.cdx-button--action-progressive:hover { background-color: var(--backg= +round-color-progressive--hover,#3056a9); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= +primary.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-butt= +on--weight-primary.cdx-button--action-progressive.cdx-button--is-active, .c= +dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= +utton--action-progressive.cdx-button--is-active { background-color: var(--b= +ackground-color-progressive--active,#233566); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= +fake-button--enabled.cdx-button--weight-primary.cdx-button--action-progress= +ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= +rder-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= +shadow-color-progressive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= +r-inverted,#fff); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progres= +sive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--weight-primary.cdx-button--action-progressive .cdx-button__icon { bac= +kground-color: var(--color-inverted-fixed,#fff); } +} + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= +.cdx-button--action-destructive { background-color: var(--background-color-= +destructive,#bf3c2c); color: var(--color-inverted-fixed,#fff); border-color= +: var(--border-color-transparent,transparent); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= +rimary.cdx-button--action-destructive:hover { background-color: var(--backg= +round-color-destructive--hover,#9f3526); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= +primary.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-butt= +on--weight-primary.cdx-button--action-destructive.cdx-button--is-active, .c= +dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= +utton--action-destructive.cdx-button--is-active { background-color: var(--b= +ackground-color-destructive--active,#612419); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= +fake-button--enabled.cdx-button--weight-primary.cdx-button--action-destruct= +ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= +rder-color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= +shadow-color-destructive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= +r-inverted,#fff); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destruc= +tive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--weight-primary.cdx-button--action-destructive .cdx-button__icon { bac= +kground-color: var(--color-inverted-fixed,#fff); } +} + +.cdx-button:enabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake-= +button--enabled.cdx-button--weight-quiet { background-color: var(--backgrou= +nd-color-transparent,transparent); border-color: var(--border-color-transpa= +rent,transparent); } + +.cdx-button:enabled.cdx-button--weight-quiet:hover, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--weight-quiet:hover { background-color: va= +r(--background-color-interactive-subtle--hover,#eaecf0); mix-blend-mode: va= +r(--mix-blend-mode-blend,multiply); } + +.cdx-button:enabled.cdx-button--weight-quiet:active, .cdx-button.cdx-button= +--fake-button--enabled.cdx-button--weight-quiet:active, .cdx-button:enabled= +.cdx-button--weight-quiet.cdx-button--is-active, .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--weight-quiet.cdx-button--is-active { backgro= +und-color: var(--background-color-interactive-subtle--active,#dadde3); } + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= +-button--action-progressive { color: var(--color-progressive,#36c); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= +ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= +on--weight-quiet.cdx-button--action-progressive .cdx-button__icon { backgro= +und-color: var(--color-progressive,#36c); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= +et.cdx-button--action-progressive:hover { background-color: var(--backgroun= +d-color-progressive-subtle--hover,#d9e2ff); color: var(--color-progressive-= +-hover,#3056a9); border-color: var(--border-color-transparent,transparent);= + } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= +ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= +x-button--weight-quiet.cdx-button--action-progressive:hover .cdx-button__ic= +on { background-color: var(--color-progressive--hover,#3056a9); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= +iet.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-button--= +weight-quiet.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= +ction-progressive.cdx-button--is-active { background-color: var(--backgroun= +d-color-progressive-subtle--active,#b6d4fb); color: var(--color-progressive= +--active,#233566); border-color: var(--border-color-transparent,transparent= +); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= +ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= +dx-button--weight-quiet.cdx-button--action-progressive:active .cdx-button__= +icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progr= +essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive.c= +dx-button--is-active .cdx-button__icon { background-color: var(--color-prog= +ressive--active,#233566); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive:= +focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= +-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= +ow-color-progressive--focus,#36c); } + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= +-button--action-destructive { color: var(--color-destructive,#bf3c2c); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= +ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= +on--weight-quiet.cdx-button--action-destructive .cdx-button__icon { backgro= +und-color: var(--color-destructive,#bf3c2c); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= +et.cdx-button--action-destructive:hover { background-color: var(--backgroun= +d-color-destructive-subtle--hover,#ffdad3); color: var(--color-destructive-= +-hover,#9f3526); border-color: var(--border-color-transparent,transparent);= + } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= +ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= +x-button--weight-quiet.cdx-button--action-destructive:hover .cdx-button__ic= +on { background-color: var(--color-destructive--hover,#9f3526); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= +iet.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-button--= +weight-quiet.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= +ction-destructive.cdx-button--is-active { background-color: var(--backgroun= +d-color-destructive-subtle--active,#ffc8bd); color: var(--color-destructive= +--active,#612419); border-color: var(--border-color-transparent,transparent= +); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= +ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= +dx-button--weight-quiet.cdx-button--action-destructive:active .cdx-button__= +icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destr= +uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive.c= +dx-button--is-active .cdx-button__icon { background-color: var(--color-dest= +ructive--active,#612419); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive:= +focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= +-color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= +ow-color-destructive--focus,#36c); } + +.cdx-button:disabled, .cdx-button.cdx-button--fake-button--disabled { backg= +round-color: var(--background-color-disabled,#dadde3); color: var(--color-d= +isabled-emphasized,#a2a9b1); border-color: var(--border-color-transparent,t= +ransparent); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:disabled .cdx-button__icon, .cdx-button.cdx-button--fake-butt= +on--disabled .cdx-button__icon { background-color: var(--color-inverted,#ff= +f); } +} + +.cdx-button:disabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake= +-button--disabled.cdx-button--weight-quiet { background-color: var(--backgr= +ound-color-transparent,transparent); color: var(--color-disabled,#a2a9b1); = +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:disabled.cdx-button--weight-quiet .cdx-button__icon, .cdx-but= +ton.cdx-button--fake-button--disabled.cdx-button--weight-quiet .cdx-button_= +_icon { background-color: var(--color-disabled,#a2a9b1); } +} + +.cdx-text-input { position: relative; box-sizing: border-box; min-width: 25= +6px; border-radius: 2px; overflow: hidden; } + +.cdx-text-input .cdx-text-input__start-icon { position: absolute; top: 50%;= + min-width: 18px; min-height: 18px; width: calc(var(--font-size-medium,1rem= +) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); transition-prop= +erty: color; transition-duration: 0.1s; left: 9px; transform: translateY(-5= +0%); } + +.cdx-text-input__icon.cdx-text-input__end-icon { min-width: 10px; min-heigh= +t: 10px; width: var(--font-size-medium,1rem); height: var(--font-size-mediu= +m,1rem); } + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-text-input__icon.cdx-text-input__end-icon { background-position: cen= +ter center; background-repeat: no-repeat; background-size: max(var(--font-s= +ize-medium,1rem),10px); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-text-input__icon.cdx-text-input__end-icon { mask-position: center ce= +nter; mask-repeat: no-repeat; mask-size: max(var(--font-size-medium,1rem),1= +0px); } +} + +.cdx-text-input__clear-icon.cdx-icon, .cdx-text-input .cdx-text-input__end-= +icon { position: absolute; top: 50%; min-width: 14px; min-height: 14px; wid= +th: var(--font-size-medium,1rem); height: var(--font-size-medium,1rem); tra= +nsition-property: color; transition-duration: 0.1s; right: 9px; transform: = +translateY(-50%); } + +.cdx-text-input__clear-icon.cdx-icon:hover { cursor: pointer; } + +.cdx-text-input__end-icon.cdx-icon + .cdx-text-input__clear-icon.cdx-icon {= + right: calc(calc(8px * 2 + var(--font-size-medium,1rem)) + 1px); } + +.cdx-text-input__input { display: block; box-sizing: border-box; min-height= +: 32px; width: 100%; max-height: 2rem; margin: 0px; border-width: 1px; bord= +er-style: solid; border-radius: inherit; padding: 4px 8px; font-family: inh= +erit; font-size: var(--font-size-medium,1rem); line-height: var(--line-heig= +ht-small,1.375rem); } + +.cdx-text-input__input:enabled { background-color: var(--background-color-b= +ase,#fff); color: var(--color-base,#202122); border-color: var(--border-col= +or-interactive,#72777d); box-shadow: inset 0 0 0 1px var(--box-shadow-color= +-transparent,transparent); transition-property: background-color, color, bo= +rder-color, box-shadow; transition-duration: 0.25s; } + +.cdx-text-input__input:enabled ~ .cdx-text-input__icon-vue { color: var(--c= +olor-placeholder,#72777d); } + +.cdx-text-input__input:enabled ~ .cdx-text-input__icon { opacity: var(--opa= +city-icon-placeholder,.51); } + +.cdx-text-input__input:enabled:hover { border-color: var(--border-color-int= +eractive--hover,#27292d); } + +.cdx-text-input__input:enabled:focus ~ .cdx-text-input__icon-vue, .cdx-text= +-input__input:enabled.cdx-text-input__input--has-value ~ .cdx-text-input__i= +con-vue { color: var(--color-subtle,#54595d); } + +.cdx-text-input__input:enabled:focus ~ .cdx-text-input__clear-icon, .cdx-te= +xt-input__input:enabled.cdx-text-input__input--has-value ~ .cdx-text-input_= +_clear-icon { color: var(--color-base,#202122); } + +.cdx-text-input__input:enabled:focus ~ .cdx-text-input__icon, .cdx-text-inp= +ut__input:enabled.cdx-text-input__input--has-value ~ .cdx-text-input__icon = +{ opacity: 1; } + +.cdx-text-input__input:enabled:focus { border-color: var(--border-color-pro= +gressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shadow-color-p= +rogressive--focus,#36c); outline: transparent solid 1px; } + +.cdx-text-input__input:enabled:read-only { background-color: var(--backgrou= +nd-color-neutral-subtle,#f8f9fa); border-color: var(--border-color-base,#a2= +a9b1); } + +.cdx-text-input__input:disabled { background-color: var(--background-color-= +disabled-subtle,#eaecf0); color: var(--color-disabled,#a2a9b1); -webkit-tex= +t-fill-color: var(--color-disabled,#a2a9b1); border-color: var(--border-col= +or-disabled,#c8ccd1); } + +.cdx-text-input__input:disabled ~ .cdx-text-input__icon-vue { color: var(--= +color-disabled,#a2a9b1); pointer-events: none; } + +.cdx-text-input__input:disabled ~ .cdx-text-input__icon { opacity: var(--op= +acity-icon-base--disabled,.51); } + +.cdx-text-input__input::placeholder { color: var(--color-placeholder,#72777= +d); opacity: 1; } + +.cdx-text-input__input[type=3D"search"] { appearance: none; } + +.cdx-text-input__input[type=3D"search"]::-webkit-search-decoration, .cdx-te= +xt-input__input[type=3D"search"]::-webkit-search-cancel-button { display: n= +one; } + +.cdx-text-input--has-start-icon .cdx-text-input__input { padding-left: calc= +(8px + 8px + calc(var(--font-size-medium,1rem) + 4px)); } + +.cdx-text-input--has-end-icon .cdx-text-input__input, .cdx-text-input--clea= +rable .cdx-text-input__input { padding-right: calc(8px + 8px + var(--font-s= +ize-medium,1rem)); } + +.cdx-text-input--has-end-icon.cdx-text-input--clearable .cdx-text-input__in= +put { padding-right: calc(8px + calc(8px * 2 + var(--font-size-medium,1rem)= +) + var(--font-size-medium,1rem)); } + +.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= +):not(:focus) { background-color: var(--background-color-error-subtle,#ffe9= +e5); color: var(--color-error,#bf3c2c); border-color: var(--border-color-er= +ror,#f54739); } + +.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= +):not(:focus)::placeholder, .cdx-text-input--status-error .cdx-text-input__= +input:enabled:not(:read-only):not(:focus) ~ .cdx-text-input__start-icon, .c= +dx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only):= +not(:focus) ~ .cdx-text-input__end-icon { color: var(--color-error,#bf3c2c)= +; } + +.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= +):not(:focus):hover { background-color: var(--background-color-error-subtle= +--hover,#ffdad3); color: var(--color-error--hover,#9f3526); border-color: v= +ar(--border-color-error--hover,#9f3526); } + +.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= +):not(:focus):hover::placeholder, .cdx-text-input--status-error .cdx-text-i= +nput__input:enabled:not(:read-only):not(:focus):hover ~ .cdx-text-input__st= +art-icon, .cdx-text-input--status-error .cdx-text-input__input:enabled:not(= +:read-only):not(:focus):hover ~ .cdx-text-input__end-icon { color: var(--co= +lor-error--hover,#9f3526); } + +.cdx-search-input--has-end-button { background-color: var(--background-colo= +r-base,#fff); display: flex; border: 1px solid var(--border-color-base,#a2a= +9b1); border-radius: 2px; } + +.cdx-search-input--has-end-button .cdx-search-input__input-wrapper { flex-g= +row: 1; margin: -1px; } + +.cdx-search-input--has-end-button .cdx-search-input__input-wrapper .cdx-tex= +t-input { border-top-right-radius: 0px; border-bottom-right-radius: 0px; } + +.cdx-search-input__end-button.cdx-button { flex-shrink: 0; margin: -1px -1p= +x -1px 0px; border-top-left-radius: 0px; border-bottom-left-radius: 0px; } + +.cdx-search-input__end-button.cdx-button:hover, .cdx-search-input__end-butt= +on.cdx-button:focus { z-index: 1; } + +.cdx-search-input__input-wrapper { position: relative; } + +.cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { min-wi= +dth: 10px; min-height: 10px; width: calc(var(--font-size-medium,1rem) + 4px= +); height: calc(var(--font-size-medium,1rem) + 4px); display: inline-block;= + vertical-align: text-bottom; } + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { back= +ground-position: center center; background-repeat: no-repeat; background-si= +ze: max(calc(var(--font-size-medium,1rem) + 4px),10px); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { mask= +-position: center center; mask-repeat: no-repeat; mask-size: max(calc(var(-= +-font-size-medium,1rem) + 4px),10px); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { back= +ground-image: url("data:image/svg+xml;utf8,"); filter: inve= +rt(var(--filter-invert-icon,0)); opacity: var(--opacity-icon-base,.87); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { mask= +-image: url("data:image/svg+xml;utf8,"); background-color: = +var(--color-base,#202122); } +} + +.cdx-label { display: flex; flex-direction: column; font-size: var(--font-s= +ize-medium,1rem); line-height: var(--line-height-small,1.375rem); } + +.cdx-label__label__icon.cdx-icon { color: var(--color-subtle,#54595d); marg= +in-right: 4px; } + +.cdx-label__label__text { font-weight: 700; } + +legend.cdx-label { padding: 0px; } + +fieldset label.cdx-label__label .cdx-label__label__text { font-weight: 400;= + } + +.cdx-label:not(.cdx-label--disabled) .cdx-label__label__optional-flag, .cdx= +-label:not(.cdx-label--disabled) .cdx-label__description { color: var(--col= +or-subtle,#54595d); } + +.cdx-label--disabled, .cdx-label--disabled .cdx-label__label__icon { color:= + var(--color-disabled,#a2a9b1); } + +.cdx-label--visually-hidden { display: block; clip: rect(1px, 1px, 1px, 1px= +); width: 1px; height: 1px; margin: -1px; border: 0px; padding: 0px; overfl= +ow: hidden; position: absolute !important; } + +.cdx-label:not(.cdx-label--visually-hidden) { padding-bottom: 4px; } + +.cdx-radio { position: relative; min-width: 20px; min-height: 20px; } + +.cdx-radio__wrapper { display: flex; } + +.cdx-radio:not(.cdx-radio--inline) { display: flex; flex-direction: column;= + margin-bottom: 6px; } + +.cdx-radio:not(.cdx-radio--inline):last-child { margin-bottom: 0px; } + +.cdx-radio--inline { display: inline-flex; margin-right: 16px; white-space:= + nowrap; } + +.cdx-radio--inline:last-child { margin-right: 0px; } + +.cdx-radio__label, .cdx-radio__label.cdx-label { display: inline-flex; posi= +tion: relative; z-index: 0; padding-left: calc(var(--font-size-medium,1rem)= + + 10px); } + +.cdx-radio__label.cdx-label { padding-bottom: 0px; } + +.cdx-radio__label.cdx-label .cdx-label__label__text { font-weight: 400; } + +.cdx-radio--inline .cdx-radio__label { display: inline; } + +.cdx-radio__icon { background-color: var(--background-color-base-fixed,#fff= +); position: absolute; left: 0px; box-sizing: border-box; min-width: 18px; = +min-height: 18px; width: calc(var(--font-size-medium,1rem) + 4px); height: = +calc(var(--font-size-medium,1rem) + 4px); margin-top: 1px; border-width: 1p= +x; border-style: solid; transition-property: background-color, color, borde= +r-color, box-shadow; transition-duration: 0.1s; } + +.cdx-radio__input { opacity: 0; position: absolute; left: 0px; z-index: 1; = +min-width: 20px; min-height: 20px; width: calc(var(--font-size-medium,1rem)= + + 4px); height: calc(var(--font-size-medium,1rem) + 4px); margin: 1px 0px = +0px; font-size: var(--font-size-medium,1rem); cursor: inherit; } + +.cdx-radio__wrapper:hover > .cdx-radio__input:enabled, .cdx-radio__wrapper:= +hover > .cdx-radio__input:enabled ~ .cdx-label .cdx-label__label, .cdx-radi= +o__wrapper:hover > .cdx-radio__input:enabled ~ .cdx-radio__label:not(.cdx-l= +abel) { cursor: pointer; } + +.cdx-radio__custom-input:not(.cdx-radio__custom-input--inline) { padding-to= +p: 6px; padding-left: calc(var(--font-size-medium,1rem) + 10px); } + +.cdx-radio__icon { border-radius: 50%; } + +.cdx-radio__icon::before { content: " "; position: absolute; inset: -0.25re= +m; border: 1px solid var(--border-color-transparent,transparent); border-ra= +dius: 50%; } + +.cdx-radio__input:enabled + .cdx-radio__icon { background-color: var(--back= +ground-color-base,#fff); border-color: var(--border-color-interactive,#7277= +7d); } + +.cdx-radio__input:enabled:hover + .cdx-radio__icon { background-color: var(= +--background-color-interactive-subtle--hover,#eaecf0); border-color: var(--= +border-color-interactive--hover,#27292d); } + +.cdx-radio__input:enabled:active + .cdx-radio__icon { background-color: var= +(--background-color-interactive-subtle--active,#dadde3); border-color: var(= +--border-color-interactive--active,#202122); } + +.cdx-radio__input:enabled:focus:not(:active) + .cdx-radio__icon { border-co= +lor: var(--border-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1= +px var(--box-shadow-color-progressive--focus,#36c); } + +.cdx-radio__input:enabled:checked + .cdx-radio__icon { background-color: va= +r(--background-color-base-fixed,#fff); border-width: 6px; border-color: var= +(--background-color-progressive,#36c); } + +.cdx-radio__input:enabled:checked:hover + .cdx-radio__icon { border-color: = +var(--background-color-progressive--hover,#3056a9); } + +.cdx-radio__input:enabled:checked:focus + .cdx-radio__icon::before { border= +-color: var(--border-color-inverted,#fff); } + +.cdx-radio__input:enabled:checked:active + .cdx-radio__icon { background-co= +lor: var(--background-color-base-fixed,#fff); border-color: var(--backgroun= +d-color-progressive--active,#233566); } + +.cdx-radio__input:enabled:checked:active + .cdx-radio__icon::before { borde= +r-color: var(--background-color-progressive--active,#233566); } + +.cdx-radio--status-error .cdx-radio__input:enabled ~ .cdx-radio__label { co= +lor: var(--color-error,#bf3c2c); } + +.cdx-radio--status-error .cdx-radio__input:enabled + .cdx-radio__icon { bac= +kground-color: var(--background-color-error-subtle,#ffe9e5); border-color: = +var(--border-color-error,#f54739); } + +.cdx-radio--status-error .cdx-radio__input:enabled:hover + .cdx-radio__icon= + { background-color: var(--background-color-error-subtle--hover,#ffdad3); b= +order-color: var(--border-color-error--hover,#9f3526); } + +.cdx-radio--status-error .cdx-radio__input:enabled:focus + .cdx-radio__icon= + { border-color: var(--border-color-progressive--focus,#36c); } + +.cdx-radio--status-error .cdx-radio__input:enabled:active + .cdx-radio__ico= +n { background-color: var(--background-color-error-subtle--active,#ffc8bd);= + border-color: var(--border-color-error--active,#612419); box-shadow: none;= + } + +.cdx-radio--status-error .cdx-radio__input:enabled:checked + .cdx-radio__ic= +on { background-color: var(--background-color-base-fixed,#fff); border-colo= +r: var(--background-color-error,#f54739); } + +.cdx-radio--status-error .cdx-radio__input:enabled:checked:hover + .cdx-rad= +io__icon { border-color: var(--background-color-error--hover,#d74032); } + +.cdx-radio--status-error .cdx-radio__input:enabled:checked:focus:not(.cdx-r= +adio--status-error .cdx-radio__input:enabled:checked:active) + .cdx-radio__= +icon { border-width: 1px; } + +.cdx-radio--status-error .cdx-radio__input:enabled:checked:focus:not(.cdx-r= +adio--status-error .cdx-radio__input:enabled:checked:active) + .cdx-radio__= +icon::before { inset: 2px; border-width: 4px; border-color: var(--border-co= +lor-error,#f54739); } + +.cdx-radio--status-error .cdx-radio__input:enabled:checked:active + .cdx-ra= +dio__icon { border-color: var(--background-color-error--active,#bf3c2c); bo= +x-shadow: none; } + +.cdx-radio--status-error .cdx-radio__input:enabled:checked:active + .cdx-ra= +dio__icon::before { border-color: var(--border-color-transparent,transparen= +t); } + +.cdx-radio__input:disabled ~ .cdx-radio__label, .cdx-radio__input:disabled = +~ .cdx-radio__label.cdx-label { color: var(--color-disabled,#a2a9b1); } + +.cdx-radio__input:disabled + .cdx-radio__icon { background-color: var(--bac= +kground-color-disabled-subtle,#eaecf0); border-color: var(--border-color-di= +sabled,#c8ccd1); } + +.cdx-radio__input:disabled:checked + .cdx-radio__icon { background-color: v= +ar(--color-disabled-emphasized,#a2a9b1); border-width: 6px; border-color: v= +ar(--background-color-disabled,#dadde3); } + +.cdx-message { background-color: var(--background-color-notice-subtle,#eaec= +f0); color: var(--color-base,#202122); display: flex; align-items: flex-sta= +rt; position: relative; border: 1px solid var(--border-color-notice,#72777d= +); border-radius: 2px; padding: 12px; } + +.cdx-message__icon, .cdx-message__icon--vue { flex-shrink: 0; } + +.cdx-message .cdx-message__icon { min-width: 10px; min-height: 10px; width:= + calc(var(--font-size-medium,1rem) + 4px); height: calc(var(--font-size-med= +ium,1rem) + 4px); display: inline-block; vertical-align: text-bottom; } + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message .cdx-message__icon { background-position: center center; bac= +kground-repeat: no-repeat; background-size: max(calc(var(--font-size-medium= +,1rem) + 4px),10px); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message .cdx-message__icon { mask-position: center center; mask-repe= +at: no-repeat; mask-size: max(calc(var(--font-size-medium,1rem) + 4px),10px= +); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message .cdx-message__icon { background-image: url("data:image/svg+x= +ml;utf8,"); filte= +r: invert(var(--filter-invert-icon,0)); opacity: var(--opacity-icon-base,.8= +7); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message .cdx-message__icon { mask-image: url("data:image/svg+xml;utf= +8,"); background-co= +lor: var(--color-icon-notice,#72777d); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message .cdx-message__icon:lang(ar) { background-image: url("data:im= +age/svg+xml;utf8,"); filter: invert(var(--filter-invert= +-icon,0)); opacity: var(--opacity-icon-base,.87); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message .cdx-message__icon:lang(ar) { mask-image: url("data:image/sv= +g+xml;utf8,"); background-color: var(--color-icon-notic= +e,#72777d); } +} + +.cdx-message .cdx-message__icon--vue { color: var(--color-icon-notice,#7277= +7d); } + +.cdx-message--subtle { background-color: var(--background-color-transparent= +,transparent); border-color: var(--border-color-base,#a2a9b1); } + +.cdx-message--progressive { background-color: var(--background-color-progre= +ssive-subtle,#e8eeff); border-color: var(--border-color-progressive,#36c); = +} + +.cdx-message--progressive .cdx-message__icon { min-width: 10px; min-height:= + 10px; width: calc(var(--font-size-medium,1rem) + 4px); height: calc(var(--= +font-size-medium,1rem) + 4px); display: inline-block; vertical-align: text-= +bottom; } + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--progressive .cdx-message__icon { background-position: cente= +r center; background-repeat: no-repeat; background-size: max(calc(var(--fon= +t-size-medium,1rem) + 4px),10px); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--progressive .cdx-message__icon { mask-position: center cent= +er; mask-repeat: no-repeat; mask-size: max(calc(var(--font-size-medium,1rem= +) + 4px),10px); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--progressive .cdx-message__icon { background-image: url("dat= +a:image/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(--opacity-i= +con-base,.87); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--progressive .cdx-message__icon { mask-image: url("data:imag= +e/svg+xml;utf8,"); = +background-color: var(--color-icon-progressive,#36c); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--progressive .cdx-message__icon:lang(ar) { background-image:= + url("data:image/svg+xml;utf8,"); filter: invert(var(--= +filter-invert-icon,0)); opacity: var(--opacity-icon-base,.87); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--progressive .cdx-message__icon:lang(ar) { mask-image: url("= +data:image/svg+xml;utf8,"); background-color: var(--c= +olor-icon-progressive,#36c); } +} + +.cdx-message--progressive .cdx-message__icon--vue { color: var(--color-icon= +-progressive,#36c); } + +.cdx-message--warning { background-color: var(--background-color-warning-su= +btle,#fdf2d5); border-color: var(--border-color-warning,#ab7f2a); } + +.cdx-message--warning .cdx-message__icon { min-width: 10px; min-height: 10p= +x; width: calc(var(--font-size-medium,1rem) + 4px); height: calc(var(--font= +-size-medium,1rem) + 4px); display: inline-block; vertical-align: text-bott= +om; } + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--warning .cdx-message__icon { background-position: center ce= +nter; background-repeat: no-repeat; background-size: max(calc(var(--font-si= +ze-medium,1rem) + 4px),10px); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--warning .cdx-message__icon { mask-position: center center; = +mask-repeat: no-repeat; mask-size: max(calc(var(--font-size-medium,1rem) + = +4px),10px); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--warning .cdx-message__icon { background-image: url("data:im= +age/svg+xml;utf8,"); filter: invert(= +var(--filter-invert-icon,0)); opacity: var(--opacity-icon-base,.87); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--warning .cdx-message__icon { mask-image: url("data:image/sv= +g+xml;utf8,"); background-color: var= +(--color-icon-warning,#ab7f2a); } +} + +.cdx-message--warning .cdx-message__icon--vue { color: var(--color-icon-war= +ning,#ab7f2a); } + +.cdx-message--error { background-color: var(--background-color-error-subtle= +,#ffe9e5); border-color: var(--border-color-error,#f54739); } + +.cdx-message--error .cdx-message__icon { min-width: 10px; min-height: 10px;= + width: calc(var(--font-size-medium,1rem) + 4px); height: calc(var(--font-s= +ize-medium,1rem) + 4px); display: inline-block; vertical-align: text-bottom= +; } + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--error .cdx-message__icon { background-position: center cent= +er; background-repeat: no-repeat; background-size: max(calc(var(--font-size= +-medium,1rem) + 4px),10px); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--error .cdx-message__icon { mask-position: center center; ma= +sk-repeat: no-repeat; mask-size: max(calc(var(--font-size-medium,1rem) + 4p= +x),10px); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--error .cdx-message__icon { background-image: url("data:imag= +e/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(--opacity-= +icon-base,.87); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--error .cdx-message__icon { mask-image: url("data:image/svg+= +xml;utf8,")= +; background-color: var(--color-icon-error,#f54739); } +} + +.cdx-message--error .cdx-message__icon--vue { color: var(--color-icon-error= +,#f54739); } + +.cdx-message--success { background-color: var(--background-color-success-su= +btle,#dff2eb); border-color: var(--border-color-success,#099979); } + +.cdx-message--success .cdx-message__icon { min-width: 10px; min-height: 10p= +x; width: calc(var(--font-size-medium,1rem) + 4px); height: calc(var(--font= +-size-medium,1rem) + 4px); display: inline-block; vertical-align: text-bott= +om; } + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--success .cdx-message__icon { background-position: center ce= +nter; background-repeat: no-repeat; background-size: max(calc(var(--font-si= +ze-medium,1rem) + 4px),10px); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--success .cdx-message__icon { mask-position: center center; = +mask-repeat: no-repeat; mask-size: max(calc(var(--font-size-medium,1rem) + = +4px),10px); } +} + +@supports not (((-webkit-mask-image:none) or (mask-image:none))) { + .cdx-message--success .cdx-message__icon { background-image: url("data:im= +age/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0))= +; opacity: var(--opacity-icon-base,.87); } +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-message--success .cdx-message__icon { mask-image: url("data:image/sv= +g+xml;utf8,"); background-color: var(--color-icon-success,#09997= +9); } +} + +.cdx-message--success .cdx-message__icon--vue { color: var(--color-icon-suc= +cess,#099979); } + +.cdx-message--user-dismissable { padding-right: 48px; } + +@media screen and (min-width: 640px) { + .cdx-message--user-dismissable { padding-right: 56px; } +} + +.cdx-message--inline { background-color: var(--background-color-transparent= +,transparent); border: 0px; padding: 0px; } + +.cdx-message--inline.cdx-message--error { color: var(--color-error,#bf3c2c)= +; } + +.cdx-message .cdx-message__icon, .cdx-message .cdx-message__icon--vue { hei= +ght: var(--line-height-medium,1.625rem); } + +.cdx-message__content { overflow-wrap: break-word; align-self: center; flex= +-grow: 1; margin-left: 8px; font-size: var(--font-size-medium,1rem); line-h= +eight: var(--line-height-medium,1.625rem); } + +@supports (word-break:break-word) { + .cdx-message__content { overflow-wrap: unset; word-break: break-word; } +} + +@supports (overflow-wrap:anywhere) { + .cdx-message__content { word-break: normal; overflow-wrap: anywhere; } +} + +.cdx-message__content:lang(de), .cdx-message__content:lang(de-AT), .cdx-mes= +sage__content:lang(de-CH), .cdx-message__content:lang(de-DE), .cdx-message_= +_content:lang(de-LI), .cdx-message__content:lang(de-LU), .cdx-message__cont= +ent:lang(de-x-formal) { hyphens: auto; } + +.cdx-message__content > * { font-size: var(--font-size-medium,1rem); line-h= +eight: var(--line-height-medium,1.625rem); } + +.cdx-message__content > :first-child { margin-top: 0px; padding-top: 0px; } + +.cdx-message__content > :last-child { margin-bottom: 0px; padding-bottom: 0= +px; } + +.cdx-message__action-button.cdx-button { flex-shrink: 0; position: relative= +; margin-bottom: -8px; line-height: 0; } + +.cdx-message__dismiss-button.cdx-button { position: absolute; top: 8px; rig= +ht: 8px; padding: 5px; line-height: 0; } + +.cdx-message + .cdx-message { margin-top: 8px; } + +.cdx-message-enter-active, .cdx-message-leave-active-system { transition-pr= +operty: opacity; transition-duration: 0.25s; 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} + +.oo-ui-image-invert.oo-ui-icon-linkExternal, .mw-ui-icon-linkExternal-inver= +t::before { background-image: url("data:image/svg+xml,%3Csvg xmlns=3D%22htt= +p://www.w3.org/2000/svg%22 width=3D%2220%22 height=3D%2220%22 viewBox=3D%22= +0 0 20 20%22%3E%3Ctitle%3E external link %3C/title%3E%3Cg fill=3D%22%23fff%= +22%3E%3Cpath d=3D%22M8 7H3v10h10v-5h2v7H1V5h7z%22/%3E%3Cpath d=3D%22M19.001= + 2 19 8h-2V4.415l-9 9L6.586 12l9-8.999L12 3V1h6.001z%22/%3E%3C/g%3E%3C/svg%= +3E"); } + +.oo-ui-image-progressive.oo-ui-icon-linkExternal, .mw-ui-icon-linkExternal-= +progressive::before { background-image: url("data:image/svg+xml,%3Csvg xmln= +s=3D%22http://www.w3.org/2000/svg%22 width=3D%2220%22 height=3D%2220%22 vie= +wBox=3D%220 0 20 20%22%3E%3Ctitle%3E external link %3C/title%3E%3Cg fill=3D= +%22%2336c%22%3E%3Cpath d=3D%22M8 7H3v10h10v-5h2v7H1V5h7z%22/%3E%3Cpath d=3D= +%22M19.001 2 19 8h-2V4.415l-9 9L6.586 12l9-8.999L12 3V1h6.001z%22/%3E%3C/g%= +3E%3C/svg%3E"); } + +.oo-ui-icon-linkSecure, .mw-ui-icon-linkSecure::before { background-image: = +url("data:image/svg+xml,%3Csvg xmlns=3D%22http://www.w3.org/2000/svg%22 wid= +th=3D%2220%22 height=3D%2220%22 viewBox=3D%220 0 20 20%22%3E%3Ctitle%3E sec= +ure link %3C/title%3E%3Cpath d=3D%22M11 15H9v-3h2z%22/%3E%3Cpath d=3D%22M10= + 1a4 4 0 0 1 4 4v3h3v11H3V8h3V5a4 4 0 0 1 4-4M5 17h10v-7H5zm5-14a2 2 0 0 0-= +2 2v3h4V5a2 2 0 0 0-2-2%22/%3E%3C/svg%3E"); } + +.oo-ui-image-invert.oo-ui-icon-linkSecure, .mw-ui-icon-linkSecure-invert::b= +efore { background-image: url("data:image/svg+xml,%3Csvg xmlns=3D%22http://= +www.w3.org/2000/svg%22 width=3D%2220%22 height=3D%2220%22 viewBox=3D%220 0 = +20 20%22%3E%3Ctitle%3E secure link %3C/title%3E%3Cg fill=3D%22%23fff%22%3E%= +3Cpath d=3D%22M11 15H9v-3h2z%22/%3E%3Cpath d=3D%22M10 1a4 4 0 0 1 4 4v3h3v1= +1H3V8h3V5a4 4 0 0 1 4-4M5 17h10v-7H5zm5-14a2 2 0 0 0-2 2v3h4V5a2 2 0 0 0-2-= +2%22/%3E%3C/g%3E%3C/svg%3E"); } + +.oo-ui-image-progressive.oo-ui-icon-linkSecure, .mw-ui-icon-linkSecure-prog= +ressive::before { background-image: url("data:image/svg+xml,%3Csvg xmlns=3D= +%22http://www.w3.org/2000/svg%22 width=3D%2220%22 height=3D%2220%22 viewBox= +=3D%220 0 20 20%22%3E%3Ctitle%3E secure link %3C/title%3E%3Cg fill=3D%22%23= +36c%22%3E%3Cpath d=3D%22M11 15H9v-3h2z%22/%3E%3Cpath d=3D%22M10 1a4 4 0 0 1= + 4 4v3h3v11H3V8h3V5a4 4 0 0 1 4-4M5 17h10v-7H5zm5-14a2 2 0 0 0-2 2v3h4V5a2 = +2 0 0 0-2-2%22/%3E%3C/g%3E%3C/svg%3E"); } + +.oo-ui-icon-redo, .mw-ui-icon-redo::before { background-image: url("data:im= +age/svg+xml,%3Csvg xmlns=3D%22http://www.w3.org/2000/svg%22 width=3D%2220%2= +2 height=3D%2220%22 viewBox=3D%220 0 20 20%22%3E%3Ctitle%3E redo %3C/title%= +3E%3Cpath d=3D%22M17 7.293v1.414l-4.69 4.707L10.895 12l3-3H9a4 4 0 0 0-4 4v= +5H3v-5a6 6 0 0 1 6-6h4.896l-3-3 1.414-1.414z%22/%3E%3C/svg%3E"); } + +.oo-ui-image-invert.oo-ui-icon-redo, .mw-ui-icon-redo-invert::before { back= +ground-image: url("data:image/svg+xml,%3Csvg xmlns=3D%22http://www.w3.org/2= +000/svg%22 width=3D%2220%22 height=3D%2220%22 viewBox=3D%220 0 20 20%22%3E%= +3Ctitle%3E redo %3C/title%3E%3Cg fill=3D%22%23fff%22%3E%3Cpath d=3D%22M17 7= +.293v1.414l-4.69 4.707L10.895 12l3-3H9a4 4 0 0 0-4 4v5H3v-5a6 6 0 0 1 6-6h4= +.896l-3-3 1.414-1.414z%22/%3E%3C/g%3E%3C/svg%3E"); } + +.oo-ui-image-progressive.oo-ui-icon-redo, .mw-ui-icon-redo-progressive::bef= +ore { background-image: url("data:image/svg+xml,%3Csvg xmlns=3D%22http://ww= +w.w3.org/2000/svg%22 width=3D%2220%22 height=3D%2220%22 viewBox=3D%220 0 20= + 20%22%3E%3Ctitle%3E redo %3C/title%3E%3Cg fill=3D%22%2336c%22%3E%3Cpath d= +=3D%22M17 7.293v1.414l-4.69 4.707L10.895 12l3-3H9a4 4 0 0 0-4 4v5H3v-5a6 6 = +0 0 1 6-6h4.896l-3-3 1.414-1.414z%22/%3E%3C/g%3E%3C/svg%3E"); } + +.oo-ui-icon-undo, .mw-ui-icon-undo::before { background-image: url("data:im= +age/svg+xml,%3Csvg xmlns=3D%22http://www.w3.org/2000/svg%22 width=3D%2220%2= +2 height=3D%2220%22 viewBox=3D%220 0 20 20%22%3E%3Ctitle%3E undo %3C/title%= +3E%3Cpath d=3D%22m9.124 4-3 3H11a6 6 0 0 1 6 6v5h-2v-5a4 4 0 0 0-4-4H6.124l= +3 3-1.414 1.414-4.707-4.707V7.293L7.71 2.586z%22/%3E%3C/svg%3E"); } + +.oo-ui-image-invert.oo-ui-icon-undo, .mw-ui-icon-undo-invert::before { back= +ground-image: url("data:image/svg+xml,%3Csvg xmlns=3D%22http://www.w3.org/2= +000/svg%22 width=3D%2220%22 height=3D%2220%22 viewBox=3D%220 0 20 20%22%3E%= +3Ctitle%3E undo %3C/title%3E%3Cg fill=3D%22%23fff%22%3E%3Cpath d=3D%22m9.12= +4 4-3 3H11a6 6 0 0 1 6 6v5h-2v-5a4 4 0 0 0-4-4H6.124l3 3-1.414 1.414-4.707-= +4.707V7.293L7.71 2.586z%22/%3E%3C/g%3E%3C/svg%3E"); } + +.oo-ui-image-progressive.oo-ui-icon-undo, .mw-ui-icon-undo-progressive::bef= +ore { background-image: url("data:image/svg+xml,%3Csvg xmlns=3D%22http://ww= +w.w3.org/2000/svg%22 width=3D%2220%22 height=3D%2220%22 viewBox=3D%220 0 20= + 20%22%3E%3Ctitle%3E undo %3C/title%3E%3Cg fill=3D%22%2336c%22%3E%3Cpath d= +=3D%22m9.124 4-3 3H11a6 6 0 0 1 6 6v5h-2v-5a4 4 0 0 0-4-4H6.124l3 3-1.414 1= +.414-4.707-4.707V7.293L7.71 2.586z%22/%3E%3C/g%3E%3C/svg%3E"); } + +@keyframes mwe-popups-fade-in-up {=20 + 0% { opacity: 0; transform: translate(0px, 20px); } + 100% { opacity: 1; transform: translate(0px, 0px); } +} + +@keyframes mwe-popups-fade-in-down {=20 + 0% { opacity: 0; transform: translate(0px, -20px); } + 100% { opacity: 1; transform: translate(0px, 0px); } +} + +@keyframes mwe-popups-fade-out-down {=20 + 0% { opacity: 1; transform: translate(0px, 0px); } + 100% { opacity: 0; transform: translate(0px, 20px); } +} + +@keyframes mwe-popups-fade-out-up {=20 + 0% { opacity: 1; transform: translate(0px, 0px); } + 100% { opacity: 0; transform: translate(0px, -20px); } +} + +.mwe-popups-fade-in-up { animation: 0.2s ease 0s 1 normal forwards running = +mwe-popups-fade-in-up; } + +.mwe-popups-fade-in-down { animation: 0.2s ease 0s 1 normal forwards runnin= +g mwe-popups-fade-in-down; } + +.mwe-popups-fade-out-down { animation: 0.2s ease 0s 1 normal forwards runni= +ng mwe-popups-fade-out-down; } + +.mwe-popups-fade-out-up { animation: 0.2s ease 0s 1 normal forwards running= + mwe-popups-fade-out-up; } + +.popups-icon--settings { min-width: 10px; min-height: 10px; width: calc(var= +(--font-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem)= + + 4px); display: inline-block; vertical-align: text-bottom; } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--settings { background-position: center center; background-r= +epeat: no-repeat; background-size: calc(max(calc(var(--font-size-medium,1re= +m) + 4px),10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--settings { mask-position: center center; mask-repeat: no-re= +peat; mask-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); = +} +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--settings { background-image: url("data:image/svg+xml;utf8,<= +svg xmlns=3D\"http://www.w3.org/2000/svg\" width=3D\"20\" height=3D\"20\" v= +iewBox=3D\"0 0 20 20\" fill=3D\"%23000\">"); filter: invert(var(--filter-invert-ic= +on,0)); opacity: var(--opacity-icon-base,0.87); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--settings { mask-image: url("data:image/svg+xml;utf8,"); background-color: var(--color-base,#202122)= +; } +} + +.popups-icon--infoFilled { min-width: 10px; min-height: 10px; width: calc(v= +ar(--font-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1re= +m) + 4px); display: inline-block; vertical-align: text-bottom; } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--infoFilled { background-position: center center; background= +-repeat: no-repeat; background-size: calc(max(calc(var(--font-size-medium,1= +rem) + 4px),10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--infoFilled { mask-position: center center; mask-repeat: no-= +repeat; mask-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px))= +; } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--infoFilled { background-image: url("data:image/svg+xml;utf8= +,"); filter: invert= +(var(--filter-invert-icon,0)); opacity: var(--opacity-icon-base,0.87); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--infoFilled { mask-image: url("data:image/svg+xml;utf8,"); background-color: va= +r(--color-base,#202122); } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--infoFilled:lang(ar) { background-image: url("data:image/svg= ++xml;utf8,"); filter: invert(var(--filter-invert-icon,0= +)); opacity: var(--opacity-icon-base,0.87); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--infoFilled:lang(ar) { mask-image: url("data:image/svg+xml;u= +tf8,"); background-color: var(--color-base,#202122); } +} + +.popups-icon--close { min-width: 10px; min-height: 10px; width: calc(var(--= +font-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem) + = +4px); display: inline-block; vertical-align: text-bottom; } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--close { background-position: center center; background-repe= +at: no-repeat; background-size: calc(max(calc(var(--font-size-medium,1rem) = ++ 4px),10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--close { mask-position: center center; mask-repeat: no-repea= +t; mask-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--close { background-image: url("data:image/svg+xml;utf8,"); filter: invert(var(--fil= +ter-invert-icon,0)); opacity: var(--opacity-icon-base,0.87); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--close { mask-image: url("data:image/svg+xml;utf8,"); background-color: var(--color-= +base,#202122); } +} + +.popups-icon--footer { background-image: url("/w/extensions/Popups/src/ui/i= +cons/footer-ltr.svg?9d590"); } + +.popups-icon--preview-generic { mask-image: url("/w/extensions/Popups/src/u= +i/icons/sad-face-ltr.svg?d9aab"); background-color: var(--color-base,#20212= +2); } + +#mwe-popups-settings { z-index: 1000; background-color: var(--background-co= +lor-base,#fff); width: 420px; border: 1px solid var(--border-color-base,#a2= +a9b1); box-shadow: 0 4px 4px 0 var(--box-shadow-color-alpha-base,rgba(0,0,0= +,0.06)),0 0 8px 0 var(--box-shadow-color-alpha-base,rgba(0,0,0,0.06)); bord= +er-radius: 2px; font-size: var(--font-size-small,0.875rem); } + +#mwe-popups-settings header { box-sizing: border-box; border-bottom: 1px so= +lid var(--border-color-subtle,#c8ccd1); position: relative; display: table;= + width: 100%; padding: 5px 7px; } + +#mwe-popups-settings header > div { display: table-cell; width: calc(calc(v= +ar(--font-size-medium,1rem) + 4px) + (2 * 1em)); vertical-align: middle; cu= +rsor: pointer; } + +#mwe-popups-settings header h1 { margin-bottom: 0.6em; padding-top: 0.5em; = +border: 0px; width: 100%; font-family: sans-serif; font-size: var(--font-si= +ze-large,1.125rem); font-weight: bold; text-align: center; } + +#mwe-popups-settings main#mwe-popups-settings-form { display: block; width:= + 350px; padding: 32px 0px 24px; margin: 0px auto; } + +#mwe-popups-settings main#mwe-popups-settings-form p { color: var(--color-s= +ubtle,#54595d); font-size: var(--font-size-small,0.875rem); margin: 16px 0p= +x 0px; } + +#mwe-popups-settings main#mwe-popups-settings-form p:first-child { margin-t= +op: 0px; } + +#mwe-popups-settings main#mwe-popups-settings-form form img { margin-right:= + 60px; } + +#mwe-popups-settings main#mwe-popups-settings-form form label { font-size: = +var(--font-size-small,0.875rem); line-height: 16px; width: 300px; margin-le= +ft: 10px; flex-direction: column; } + +#mwe-popups-settings main#mwe-popups-settings-form form label > span { colo= +r: var(--color-emphasized,#101418); font-size: var(--font-size-small,0.875r= +em); font-weight: 700; display: block; margin-bottom: 5px; } + +#mwe-popups-settings main#mwe-popups-settings-form form label::before { top= +: 0.78125em !important; } + +.mwe-popups-settings-help { font-size: var(--font-size-small,0.875rem); fon= +t-weight: 700; margin: 40px; position: relative; } + +.mwe-popups-settings-help .popups-icon { background-size: contain; width: 1= +80px; max-width: none; height: 140px; margin: 0px; padding: 0px; } + +.mwe-popups-settings-help p { left: 180px; bottom: 20px; position: absolute= +; } + +.mwe-popups { background: var(--background-color-base,#fff); position: abso= +lute; z-index: 110; box-shadow: 0 30px 90px -20px rgba(0,0,0,0.3),0 0 0 1px= + var(--background-color-neutral,#eaecf0); padding: 0px; display: none; font= +-size: var(--font-size-small,0.875rem); line-height: 20px; min-width: 300px= +; border-radius: 2px; } + +.mwe-popups .mwe-popups-container { color: var(--color-base,#202122); text-= +decoration: none; } + +.mwe-popups .mwe-popups-container footer { padding: 0px 16px 16px; margin: = +0px; position: absolute; bottom: 0px; pointer-events: none; } + +.mwe-popups .mwe-popups-container footer a { pointer-events: auto; } + +.mwe-popups .mwe-popups-settings-button { float: right; pointer-events: aut= +o; min-width: 32px !important; min-height: 32px !important; } + +.mwe-popups .mwe-popups-extract { margin: 16px; display: block; color: var(= +--color-base,#202122); text-decoration: none; position: relative; padding-b= +ottom: 4px; } + +.mwe-popups .mwe-popups-extract:hover { text-decoration: none; color: inher= +it; } + +.mwe-popups .mwe-popups-extract::after { content: " "; position: absolute; = +bottom: 0px; width: 25%; height: 20px; background-color: transparent; point= +er-events: none; } + +.mwe-popups .mwe-popups-extract[dir=3D"ltr"]::after { right: 0px; backgroun= +d-image: linear-gradient(to right, rgba(255, 255, 255, 0), rgb(255, 255, 25= +5) 50%); } + +.mwe-popups .mwe-popups-extract[dir=3D"rtl"]::after { left: 0px; background= +-image: linear-gradient(to left, rgba(255, 255, 255, 0), rgb(255, 255, 255)= + 50%); } + +.mwe-popups .mwe-popups-extract p { margin: 0px; } + +.mwe-popups .mwe-popups-extract ul, .mwe-popups .mwe-popups-extract ol, .mw= +e-popups .mwe-popups-extract li, .mwe-popups .mwe-popups-extract dl, .mwe-p= +opups .mwe-popups-extract dd, .mwe-popups .mwe-popups-extract dt { margin-t= +op: 0px; margin-bottom: 0px; } + +.mwe-popups .mwe-popups-extract blockquote { margin: 0px; padding: 0px 20px= +; } + +.mwe-popups svg { overflow: hidden; } + +.mwe-popups.mwe-popups-is-tall { width: 450px; } + +.mwe-popups.mwe-popups-is-tall > div > a > svg { vertical-align: middle; } + +.mwe-popups.mwe-popups-is-tall .mwe-popups-extract { width: 215px; height: = +176px; overflow: hidden; float: left; } + +.mwe-popups.mwe-popups-is-tall footer { left: 0px; right: 203px; } + +.mwe-popups.mwe-popups-is-not-tall { width: 320px; } + +.mwe-popups.mwe-popups-is-not-tall .mwe-popups-extract { min-height: 50px; = +max-height: 136px; overflow: hidden; margin-bottom: 50px; } + +.mwe-popups.mwe-popups-is-not-tall footer { left: 0px; right: 0px; } + +.mwe-popups.mwe-popups-no-image-pointer::before { content: ""; position: ab= +solute; border-right-color: ; border-right-style: ; border-right-width: ; b= +order-left-color: ; border-left-style: ; border-left-width: ; border-image-= +source: ; border-image-slice: ; border-image-width: ; border-image-outset: = +; border-image-repeat: ; border-top: 0px; border-bottom: 8px solid rgba(0, = +0, 0, 0.07); top: -8px; left: 10px; } + +.mwe-popups.mwe-popups-no-image-pointer::after { content: ""; position: abs= +olute; border-right-color: ; border-right-style: ; border-right-width: ; bo= +rder-left-color: ; border-left-style: ; border-left-width: ; border-image-s= +ource: ; border-image-slice: ; border-image-width: ; border-image-outset: ;= + border-image-repeat: ; border-top: 0px; border-bottom: 11px solid var(--ba= +ckground-color-base,#fff); top: -7px; left: 7px; } + +.mwe-popups.flipped-x.mwe-popups-no-image-pointer::before { left: auto; rig= +ht: 10px; } + +.mwe-popups.flipped-x.mwe-popups-no-image-pointer::after { left: auto; righ= +t: 7px; } + +.mwe-popups.mwe-popups-image-pointer::before { content: ""; position: absol= +ute; border-right-color: ; border-right-style: ; border-right-width: ; bord= +er-left-color: ; border-left-style: ; border-left-width: ; border-image-sou= +rce: ; border-image-slice: ; border-image-width: ; border-image-outset: ; b= +order-image-repeat: ; border-top: 0px; border-bottom: 9px solid var(--borde= +r-color-base,#a2a9b1); top: -9px; left: 9px; z-index: 111; } + +.mwe-popups.mwe-popups-image-pointer::after { content: ""; position: absolu= +te; border-right-color: ; border-right-style: ; border-right-width: ; borde= +r-left-color: ; border-left-style: ; border-left-width: ; border-image-sour= +ce: ; border-image-slice: ; border-image-width: ; border-image-outset: ; bo= +rder-image-repeat: ; border-top: 0px; border-bottom: 12px solid var(--backg= +round-color-base,#fff); top: -8px; left: 6px; z-index: 112; } + +.mwe-popups.mwe-popups-image-pointer.flipped-x::before { content: ""; posit= +ion: absolute; border-right-color: ; border-right-style: ; border-right-wid= +th: ; border-left-color: ; border-left-style: ; border-left-width: ; border= +-image-source: ; border-image-slice: ; border-image-width: ; border-image-o= +utset: ; border-image-repeat: ; border-top: 0px; border-bottom: 9px solid v= +ar(--border-color-base,#a2a9b1); top: -9px; left: 293px; } + +.mwe-popups.mwe-popups-image-pointer.flipped-x::after { content: ""; positi= +on: absolute; border-right-color: ; border-right-style: ; border-right-widt= +h: ; border-left-color: ; border-left-style: ; border-left-width: ; border-= +image-source: ; border-image-slice: ; border-image-width: ; border-image-ou= +tset: ; border-image-repeat: ; border-top: 0px; border-bottom: 12px solid v= +ar(--background-color-base,#fff); top: -8px; left: 290px; } + +.mwe-popups.mwe-popups-image-pointer > div > a > svg { margin-top: -8px; po= +sition: absolute; z-index: 113; left: 0px; } + +.mwe-popups.flipped-x.mwe-popups-is-tall { min-height: 242px; } + +.mwe-popups.flipped-x.mwe-popups-is-tall::before { content: ""; position: a= +bsolute; border-right-color: ; border-right-style: ; border-right-width: ; = +border-left-color: ; border-left-style: ; border-left-width: ; border-image= +-source: ; border-image-slice: ; border-image-width: ; border-image-outset:= + ; border-image-repeat: ; border-top: 0px; border-bottom: 9px solid var(--b= +order-color-base,#a2a9b1); top: -9px; left: 420px; z-index: 111; } + +.mwe-popups.flipped-x.mwe-popups-is-tall > div > a > svg { margin: -8px 0px= + -7px; position: absolute; z-index: 113; right: 0px; } + +.mwe-popups.flipped-x-y::before { content: ""; position: absolute; border-r= +ight-color: ; border-right-style: ; border-right-width: ; border-left-color= +: ; border-left-style: ; border-left-width: ; border-image-source: ; border= +-image-slice: ; border-image-width: ; border-image-outset: ; border-image-r= +epeat: ; border-bottom: 0px; border-top: 9px solid var(--border-color-base,= +#a2a9b1); bottom: -9px; left: 293px; z-index: 111; } + +.mwe-popups.flipped-x-y::after { content: ""; position: absolute; border-ri= +ght-color: ; border-right-style: ; border-right-width: ; border-left-color:= + ; border-left-style: ; border-left-width: ; border-image-source: ; border-= +image-slice: ; border-image-width: ; border-image-outset: ; border-image-re= +peat: ; border-bottom: 0px; border-top: 12px solid var(--background-color-b= +ase,#fff); bottom: -8px; left: 290px; z-index: 112; } + +.mwe-popups.flipped-x-y.mwe-popups-is-tall { min-height: 242px; } + +.mwe-popups.flipped-x-y.mwe-popups-is-tall::before { content: ""; position:= + absolute; border-right-color: ; border-right-style: ; border-right-width: = +; border-left-color: ; border-left-style: ; border-left-width: ; border-ima= +ge-source: ; border-image-slice: ; border-image-width: ; border-image-outse= +t: ; border-image-repeat: ; border-bottom: 0px; border-top: 9px solid var(-= +-border-color-base,#a2a9b1); bottom: -9px; left: 420px; } + +.mwe-popups.flipped-x-y.mwe-popups-is-tall::after { content: ""; position: = +absolute; border-right-color: ; border-right-style: ; border-right-width: ;= + border-left-color: ; border-left-style: ; border-left-width: ; border-imag= +e-source: ; border-image-slice: ; border-image-width: ; border-image-outset= +: ; border-image-repeat: ; border-bottom: 0px; border-top: 12px solid var(-= +-background-color-base,#fff); bottom: -8px; left: 417px; } + +.mwe-popups.flipped-x-y.mwe-popups-is-tall > div > a > svg { margin: 0px 0p= +x -9px; position: absolute; z-index: 113; right: 0px; } + +.mwe-popups.flipped-y::before { content: ""; position: absolute; border-rig= +ht-color: ; border-right-style: ; border-right-width: ; border-left-color: = +; border-left-style: ; border-left-width: ; border-image-source: ; border-i= +mage-slice: ; border-image-width: ; border-image-outset: ; border-image-rep= +eat: ; border-bottom: 0px; border-top: 8px solid var(--border-color-base,#a= +2a9b1); bottom: -8px; left: 10px; } + +.mwe-popups.flipped-y::after { content: ""; position: absolute; border-righ= +t-color: ; border-right-style: ; border-right-width: ; border-left-color: ;= + border-left-style: ; border-left-width: ; border-image-source: ; border-im= +age-slice: ; border-image-width: ; border-image-outset: ; border-image-repe= +at: ; border-bottom: 0px; border-top: 11px solid var(--background-color-bas= +e,#fff); bottom: -7px; left: 7px; } + +.mwe-popups-is-tall polyline { transform: translate(0px, 0px); } + +.mwe-popups-is-tall.flipped-x-y polyline { transform: translate(0px, -8px);= + } + +.mwe-popups-is-tall.flipped-x polyline { transform: translate(0px, 8px); } + +.rtl .mwe-popups-is-tall polyline { transform: translate(-100%, 0px); } + +.rtl .mwe-popups-is-tall.flipped-x-y polyline { transform: translate(-100%,= + -8px); } + +.rtl .mwe-popups-is-tall.flipped-x polyline { transform: translate(-100%, 8= +px); } + +@supports (clip-path:polygon(1px 1px)) { + .mwe-popups .mwe-popups-thumbnail { display: block; object-fit: cover; ou= +tline: rgba(0, 0, 0, 0.1) solid 1px; } + .mwe-popups.flipped-y .mwe-popups-container, .mwe-popups.flipped-x-y .mwe= +-popups-container { --y1: 100%; --y2: calc(100% - var(--pointer-height)); -= +-y3: calc(100% - var(--pointer-height) - var(--pseudo-radius)); --y4: var(-= +-pseudo-radius); --y5: 0; margin-bottom: calc(var(--pointer-height) * -1); = +padding-bottom: var(--pointer-height); } + .mwe-popups:not(.flipped-y):not(.flipped-x-y) .mwe-popups-container { mar= +gin-top: calc(var(--pointer-height) * -1); padding-top: var(--pointer-heigh= +t); } + .mwe-popups .mwe-popups-discreet { margin-top: calc(var(--pointer-height)= + * -1); } + .mwe-popups.mwe-popups-is-tall.flipped-y .mwe-popups-discreet, .mwe-popup= +s.mwe-popups-is-tall.flipped-x-y .mwe-popups-discreet { margin-top: 0px; ma= +rgin-bottom: calc(var(--pointer-height) * -1); } + .mwe-popups .mwe-popups-container { --x1: 0; --x2: var(--pseudo-radius); = +--x3: calc(var(--pointer-offset) - (var(--pointer-width) / 2)); --x4: var(-= +-pointer-offset); --x5: calc(var(--pointer-offset) + (var(--pointer-width) = +/ 2)); --x6: calc(100% - var(--pseudo-radius)); --x7: 100%; --y1: 0; --y2: = +var(--pointer-height); --y3: calc(var(--pointer-height) + var(--pseudo-radi= +us)); --y4: calc(100% - var(--pseudo-radius)); --y5: 100%; padding-top: 0px= +; display: flex; background: var(--background-color-base,#fff); --pseudo-ra= +dius: 2px; --pointer-height: 8px; --pointer-width: 16px; --pointer-offset: = +26px; clip-path: polygon(var(--x2) var(--y2),var(--x3) var(--y2),var(--x4) = +var(--y1),var(--x5) var(--y2),var(--x6) var(--y2),var(--x7) var(--y3),var(-= +-x7) var(--y4),var(--x6) var(--y5),var(--x2) var(--y5),var(--x1) var(--y4),= +var(--x1) var(--y3)); } + .mwe-popups.mwe-popups-is-tall { flex-direction: row; } + .mwe-popups.mwe-popups-is-tall .mwe-popups-discreet { order: 1; } + .mwe-popups.mwe-popups-is-tall .mwe-popups-discreet .mwe-popups-thumbnail= + { width: 203px; box-sizing: border-box; height: 250px; } + .mwe-popups.mwe-popups-is-not-tall .mwe-popups-thumbnail { width: 320px; = +height: 192px; } + .mwe-popups.mwe-popups-is-not-tall .mwe-popups-container { flex-direction= +: column; } + .mwe-popups::before { display: none; } + .mwe-popups::after { display: none; } + body.ltr .mwe-popups.flipped-x .mwe-popups-container, body.ltr .mwe-popup= +s.flipped-x-y .mwe-popups-container, body.rtl .mwe-popups:not(.flipped-x):n= +ot(.flipped-x-y) .mwe-popups-container { --x3: calc(100% - var(--pointer-of= +fset) - (var(--pointer-width) / 2)); --x4: calc(100% - var(--pointer-offset= +)); --x5: calc(100% - var(--pointer-offset) + (var(--pointer-width) / 2)); = +} +} + +@media screen { + html.skin-theme-clientpref-night .mwe-popups.mwe-popups-no-image-pointer:= +:before { content: ""; position: absolute; border-right-color: ; border-rig= +ht-style: ; border-right-width: ; border-left-color: ; border-left-style: ;= + border-left-width: ; border-image-source: ; border-image-slice: ; border-i= +mage-width: ; border-image-outset: ; border-image-repeat: ; border-top: 0px= +; border-bottom: 8px solid rgba(255, 255, 255, 0.07); top: -8px; left: 10px= +; } + html.skin-theme-clientpref-night .mwe-popups-extract[dir=3D"ltr"]::after = +{ background-image: linear-gradient(to right,transparent,var(--background-c= +olor-base,#fff) 50%); } + html.skin-theme-clientpref-night .mwe-popups-extract[dir=3D"rtl"]::after = +{ background-image: linear-gradient(to left,transparent,var(--background-co= +lor-base,#fff) 50%); } + @supports (clip-path:polygon(1px 1px)) { + html.skin-theme-clientpref-night .mwe-popups .mwe-popups-thumbnail { back= +ground-color: rgb(200, 204, 209); } +} +} + +@media screen and (prefers-color-scheme: dark) { + html.skin-theme-clientpref-os .mwe-popups.mwe-popups-no-image-pointer::be= +fore { content: ""; position: absolute; border-right-color: ; border-right-= +style: ; border-right-width: ; border-left-color: ; border-left-style: ; bo= +rder-left-width: ; border-image-source: ; border-image-slice: ; border-imag= +e-width: ; border-image-outset: ; border-image-repeat: ; border-top: 0px; b= +order-bottom: 8px solid rgba(255, 255, 255, 0.07); top: -8px; left: 10px; } + html.skin-theme-clientpref-os .mwe-popups-extract[dir=3D"ltr"]::after { b= +ackground-image: linear-gradient(to right,transparent,var(--background-colo= +r-base,#fff) 50%); } + html.skin-theme-clientpref-os .mwe-popups-extract[dir=3D"rtl"]::after { b= +ackground-image: linear-gradient(to left,transparent,var(--background-color= +-base,#fff) 50%); } + @supports (clip-path:polygon(1px 1px)) { + html.skin-theme-clientpref-os .mwe-popups .mwe-popups-thumbnail { backgro= +und-color: rgb(200, 204, 209); } +} +} + +.mwe-popups .mwe-popups-title { display: block; margin-bottom: 12px; } + +.mwe-popups-type-generic.mwe-popups .mwe-popups-title { font-weight: normal= +; margin: 0px; } + +.mwe-popups .mwe-popups-title .popups-icon, .mwe-popups .mw-parser-output .= +popups-icon { margin: 0px 8px 0px 0px; } + +.mwe-popups.mwe-popups-type-generic .mwe-popups-extract, .mwe-popups.mwe-po= +pups-type-disambiguation .mwe-popups-extract { min-height: auto; } + +.mwe-popups.mwe-popups-type-generic .mwe-popups-read-link, .mwe-popups.mwe-= +popups-type-disambiguation .mwe-popups-read-link { font-weight: bold; font-= +size: var(--font-size-x-small,0.75rem); text-decoration: none; } + +.mwe-popups.mwe-popups-type-generic .mwe-popups-extract:hover + footer .mwe= +-popups-read-link, .mwe-popups.mwe-popups-type-disambiguation .mwe-popups-e= +xtract:hover + footer .mwe-popups-read-link, .mwe-popups.mwe-popups-type-ge= +neric .mwe-popups-read-link:hover, .mwe-popups.mwe-popups-type-disambiguati= +on .mwe-popups-read-link:hover { text-decoration: underline; } + +.mwe-popups-overlay { background-color: var(--background-color-backdrop-lig= +ht,rgba(255,255,255,0.65)); z-index: 999; position: fixed; height: 100%; wi= +dth: 100%; inset: 0px; display: flex; justify-content: center; align-items:= + center; } + +#mwe-popups-svg { position: absolute; top: -1000px; } + +.popups-icon { min-width: 10px; min-height: 10px; width: calc(var(--font-si= +ze-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); d= +isplay: inline-block; vertical-align: text-bottom; } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon { background-position: center center; background-repeat: no-= +repeat; background-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),= +10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon { mask-position: center center; mask-repeat: no-repeat; mask= +-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); } +} + +.popups-icon--size-small { min-width: 10px; min-height: 10px; width: var(--= +font-size-medium,1rem); height: var(--font-size-medium,1rem); } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .popups-icon--size-small { background-position: center center; background= +-repeat: no-repeat; background-size: calc(max(var(--font-size-medium,1rem),= +10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .popups-icon--size-small { mask-position: center center; mask-repeat: no-= +repeat; mask-size: calc(max(var(--font-size-medium,1rem),10px)); } +} + +.mwe-popups-overlay .cdx-button.cdx-button--icon-only span + span, .mwe-pop= +ups .cdx-button.cdx-button--icon-only span + span { display: block; clip: r= +ect(1px, 1px, 1px, 1px); width: 1px; height: 1px; margin: -1px; border: 0px= +; padding: 0px; overflow: hidden; position: absolute !important; } + +.cdx-button { display: inline-flex; align-items: center; justify-content: c= +enter; gap: 6px; box-sizing: border-box; min-height: 32px; max-width: 28rem= +; margin: 0px; border-width: 1px; border-style: solid; border-radius: 2px; = +padding-right: 11px; padding-left: 11px; font-family: inherit; font-size: v= +ar(--font-size-medium,1rem); font-weight: 700; overflow: hidden; text-overf= +low: ellipsis; white-space: nowrap; text-transform: none; transition-proper= +ty: background-color, color, border-color, box-shadow; transition-duration:= + 0.1s; } + +.cdx-button--size-small { gap: 4px; min-height: 1.5rem; padding-right: 5px;= + padding-left: 5px; } + +.cdx-button--size-large { min-height: 44px; padding-right: 15px; padding-le= +ft: 15px; } + +.cdx-button--icon-only { min-width: 32px; padding-right: 0px; padding-left:= + 0px; } + +.cdx-button--icon-only.cdx-button--size-small { min-width: 1.5rem; } + +.cdx-button--icon-only.cdx-button--size-large { min-width: 44px; } + +.cdx-button .cdx-button__icon, .cdx-button .cdx-icon { vertical-align: midd= +le; } + +.cdx-button .cdx-icon { color: inherit; } + +.cdx-button--fake-button, .cdx-button--fake-button:hover, .cdx-button--fake= +-button:focus { text-decoration: none; } + +.cdx-button:enabled, .cdx-button.cdx-button--fake-button--enabled { backgro= +und-color: var(--background-color-interactive-subtle,#f8f9fa); color: var(-= +-color-neutral,#404244); border-color: var(--border-color-interactive,#7277= +7d); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled .cdx-button__icon, .cdx-button.cdx-button--fake-butto= +n--enabled .cdx-button__icon { background-color: var(--color-neutral,#40424= +4); } +} + +.cdx-button:enabled:hover, .cdx-button.cdx-button--fake-button--enabled:hov= +er { background-color: var(--background-color-interactive-subtle--hover,#ea= +ecf0); border-color: var(--border-color-interactive--hover,#27292d); cursor= +: pointer; } + +.cdx-button:enabled:active, .cdx-button.cdx-button--fake-button--enabled:ac= +tive, .cdx-button:enabled.cdx-button--is-active, .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--is-active { background-color: var(--backgrou= +nd-color-interactive-subtle--active,#dadde3); border-color: var(--border-co= +lor-interactive--active,#202122); } + +.cdx-button:enabled:focus, .cdx-button.cdx-button--fake-button--enabled:foc= +us { outline: transparent solid 1px; } + +.cdx-button:enabled:focus:not(:active):not(.cdx-button--is-active), .cdx-bu= +tton.cdx-button--fake-button--enabled:focus:not(:active):not(.cdx-button--i= +s-active) { border-color: var(--border-color-progressive--focus,#36c); box-= +shadow: inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } + +.cdx-button:enabled.cdx-button--action-progressive, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--action-progressive { background-color: va= +r(--background-color-progressive-subtle,#e8eeff); color: var(--color-progre= +ssive,#36c); border-color: var(--border-color-progressive,#36c); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive .cdx-button__icon, .cd= +x-button.cdx-button--fake-button--enabled.cdx-button--action-progressive .c= +dx-button__icon { background-color: var(--color-progressive,#36c); } +} + +.cdx-button:enabled.cdx-button--action-progressive:hover, .cdx-button.cdx-b= +utton--fake-button--enabled.cdx-button--action-progressive:hover { backgrou= +nd-color: var(--background-color-progressive-subtle--hover,#d9e2ff); color:= + var(--color-progressive--hover,#3056a9); border-color: var(--border-color-= +progressive--hover,#3056a9); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive:hover .cdx-button__ico= +n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progress= +ive:hover .cdx-button__icon { background-color: var(--color-progressive--ho= +ver,#3056a9); } +} + +.cdx-button:enabled.cdx-button--action-progressive:active, .cdx-button.cdx-= +button--fake-button--enabled.cdx-button--action-progressive:active, .cdx-bu= +tton:enabled.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--action-progressive.cdx-but= +ton--is-active { background-color: var(--background-color-progressive-subtl= +e--active,#b6d4fb); color: var(--color-progressive--active,#233566); border= +-color: var(--border-color-progressive--active,#233566); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive:active .cdx-button__ic= +on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progres= +sive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-progr= +essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--action-progressive.cdx-button--is-active .cdx= +-button__icon { background-color: var(--color-progressive--active,#233566);= + } +} + +.cdx-button:enabled.cdx-button--action-destructive, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--action-destructive { background-color: va= +r(--background-color-destructive-subtle,#ffe9e5); color: var(--color-destru= +ctive,#bf3c2c); border-color: var(--border-color-destructive,#f54739); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive .cdx-button__icon, .cd= +x-button.cdx-button--fake-button--enabled.cdx-button--action-destructive .c= +dx-button__icon { background-color: var(--color-destructive,#bf3c2c); } +} + +.cdx-button:enabled.cdx-button--action-destructive:hover, .cdx-button.cdx-b= +utton--fake-button--enabled.cdx-button--action-destructive:hover { backgrou= +nd-color: var(--background-color-destructive-subtle--hover,#ffdad3); color:= + var(--color-destructive--hover,#9f3526); border-color: var(--border-color-= +destructive--hover,#9f3526); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive:hover .cdx-button__ico= +n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruct= +ive:hover .cdx-button__icon { background-color: var(--color-destructive--ho= +ver,#9f3526); } +} + +.cdx-button:enabled.cdx-button--action-destructive:active, .cdx-button.cdx-= +button--fake-button--enabled.cdx-button--action-destructive:active, .cdx-bu= +tton:enabled.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--action-destructive.cdx-but= +ton--is-active { background-color: var(--background-color-destructive-subtl= +e--active,#ffc8bd); color: var(--color-destructive--active,#612419); border= +-color: var(--border-color-destructive--active,#612419); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive:active .cdx-button__ic= +on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruc= +tive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-destr= +uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--action-destructive.cdx-button--is-active .cdx= +-button__icon { background-color: var(--color-destructive--active,#612419);= + } +} + +.cdx-button:enabled.cdx-button--action-destructive:focus:not(:active):not(.= +cdx-button--is-active), .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--action-destructive:focus:not(:active):not(.cdx-button--is-active) { b= +order-color: var(--border-color-destructive--focus,#36c); box-shadow: inset= + 0 0 0 1px var(--box-shadow-color-destructive--focus,#36c); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= +.cdx-button--action-progressive { background-color: var(--background-color-= +progressive,#36c); color: var(--color-inverted-fixed,#fff); border-color: v= +ar(--border-color-transparent,transparent); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= +rimary.cdx-button--action-progressive:hover { background-color: var(--backg= +round-color-progressive--hover,#3056a9); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= +primary.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-butt= +on--weight-primary.cdx-button--action-progressive.cdx-button--is-active, .c= +dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= +utton--action-progressive.cdx-button--is-active { background-color: var(--b= +ackground-color-progressive--active,#233566); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= +fake-button--enabled.cdx-button--weight-primary.cdx-button--action-progress= +ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= +rder-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= +shadow-color-progressive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= +r-inverted,#fff); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progres= +sive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--weight-primary.cdx-button--action-progressive .cdx-button__icon { bac= +kground-color: var(--color-inverted-fixed,#fff); } +} + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= +.cdx-button--action-destructive { background-color: var(--background-color-= +destructive,#bf3c2c); color: var(--color-inverted-fixed,#fff); border-color= +: var(--border-color-transparent,transparent); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= +rimary.cdx-button--action-destructive:hover { background-color: var(--backg= +round-color-destructive--hover,#9f3526); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= +primary.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-butt= +on--weight-primary.cdx-button--action-destructive.cdx-button--is-active, .c= +dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= +utton--action-destructive.cdx-button--is-active { background-color: var(--b= +ackground-color-destructive--active,#612419); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= +fake-button--enabled.cdx-button--weight-primary.cdx-button--action-destruct= +ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= +rder-color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= +shadow-color-destructive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= +r-inverted,#fff); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destruc= +tive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--weight-primary.cdx-button--action-destructive .cdx-button__icon { bac= +kground-color: var(--color-inverted-fixed,#fff); } +} + +.cdx-button:enabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake-= +button--enabled.cdx-button--weight-quiet { background-color: var(--backgrou= +nd-color-transparent,transparent); border-color: var(--border-color-transpa= +rent,transparent); } + +.cdx-button:enabled.cdx-button--weight-quiet:hover, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--weight-quiet:hover { background-color: va= +r(--background-color-interactive-subtle--hover,#eaecf0); mix-blend-mode: va= +r(--mix-blend-mode-blend,multiply); } + +.cdx-button:enabled.cdx-button--weight-quiet:active, .cdx-button.cdx-button= +--fake-button--enabled.cdx-button--weight-quiet:active, .cdx-button:enabled= +.cdx-button--weight-quiet.cdx-button--is-active, .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--weight-quiet.cdx-button--is-active { backgro= +und-color: var(--background-color-interactive-subtle--active,#dadde3); } + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= +-button--action-progressive { color: var(--color-progressive,#36c); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= +ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= +on--weight-quiet.cdx-button--action-progressive .cdx-button__icon { backgro= +und-color: var(--color-progressive,#36c); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= +et.cdx-button--action-progressive:hover { background-color: var(--backgroun= +d-color-progressive-subtle--hover,#d9e2ff); color: var(--color-progressive-= +-hover,#3056a9); border-color: var(--border-color-transparent,transparent);= + } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= +ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= +x-button--weight-quiet.cdx-button--action-progressive:hover .cdx-button__ic= +on { background-color: var(--color-progressive--hover,#3056a9); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= +iet.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-button--= +weight-quiet.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= +ction-progressive.cdx-button--is-active { background-color: var(--backgroun= +d-color-progressive-subtle--active,#b6d4fb); color: var(--color-progressive= +--active,#233566); border-color: var(--border-color-transparent,transparent= +); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= +ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= +dx-button--weight-quiet.cdx-button--action-progressive:active .cdx-button__= +icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progr= +essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive.c= +dx-button--is-active .cdx-button__icon { background-color: var(--color-prog= +ressive--active,#233566); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= +:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive:= +focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= +-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= +ow-color-progressive--focus,#36c); } + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= +-button--action-destructive { color: var(--color-destructive,#bf3c2c); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= +ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= +on--weight-quiet.cdx-button--action-destructive .cdx-button__icon { backgro= +und-color: var(--color-destructive,#bf3c2c); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= +et.cdx-button--action-destructive:hover { background-color: var(--backgroun= +d-color-destructive-subtle--hover,#ffdad3); color: var(--color-destructive-= +-hover,#9f3526); border-color: var(--border-color-transparent,transparent);= + } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= +ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= +x-button--weight-quiet.cdx-button--action-destructive:hover .cdx-button__ic= +on { background-color: var(--color-destructive--hover,#9f3526); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= +iet.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-button--= +weight-quiet.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= +ction-destructive.cdx-button--is-active { background-color: var(--backgroun= +d-color-destructive-subtle--active,#ffc8bd); color: var(--color-destructive= +--active,#612419); border-color: var(--border-color-transparent,transparent= +); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= +ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= +dx-button--weight-quiet.cdx-button--action-destructive:active .cdx-button__= +icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destr= +uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive.c= +dx-button--is-active .cdx-button__icon { background-color: var(--color-dest= +ructive--active,#612419); } +} + +.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= +:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive:= +focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= +-color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= +ow-color-destructive--focus,#36c); } + +.cdx-button:disabled, .cdx-button.cdx-button--fake-button--disabled { backg= +round-color: var(--background-color-disabled,#dadde3); color: var(--color-d= +isabled-emphasized,#a2a9b1); border-color: var(--border-color-transparent,t= +ransparent); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:disabled .cdx-button__icon, .cdx-button.cdx-button--fake-butt= +on--disabled .cdx-button__icon { background-color: var(--color-inverted,#ff= +f); } +} + +.cdx-button:disabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake= +-button--disabled.cdx-button--weight-quiet { background-color: var(--backgr= +ound-color-transparent,transparent); color: var(--color-disabled,#a2a9b1); = +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:disabled.cdx-button--weight-quiet .cdx-button__icon, .cdx-but= +ton.cdx-button--fake-button--disabled.cdx-button--weight-quiet .cdx-button_= +_icon { background-color: var(--color-disabled,#a2a9b1); } +} + +.cdx-icon { color: var(--color-base,#202122); display: inline-flex; align-i= +tems: center; justify-content: center; vertical-align: text-bottom; } + +.cdx-icon svg { fill: currentcolor; width: 100%; height: 100%; } + +.cdx-icon--x-small { min-width: 10px; min-height: 10px; width: calc(var(--f= +ont-size-medium,1rem) - 4px); height: calc(var(--font-size-medium,1rem) - 4= +px); } + +.cdx-icon--small { min-width: 14px; min-height: 14px; width: var(--font-siz= +e-medium,1rem); height: var(--font-size-medium,1rem); } + +.cdx-icon--medium { min-width: 18px; min-height: 18px; width: calc(var(--fo= +nt-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4p= +x); } + +.cdx-icon--flipped svg { transform: scaleX(-1); } + +.cdx-label { display: flex; flex-direction: column; font-size: var(--font-s= +ize-medium,1rem); line-height: var(--line-height-small,1.375rem); } + +.cdx-label__label__icon.cdx-icon { color: var(--color-subtle,#54595d); marg= +in-right: 4px; } + +.cdx-label__label__text { font-weight: 700; } + +legend.cdx-label { padding: 0px; } + +fieldset label.cdx-label__label .cdx-label__label__text { font-weight: 400;= + } + +.cdx-label:not(.cdx-label--disabled) .cdx-label__label__optional-flag, .cdx= +-label:not(.cdx-label--disabled) .cdx-label__description { color: var(--col= +or-subtle,#54595d); } + +.cdx-label--disabled, .cdx-label--disabled .cdx-label__label__icon { color:= + var(--color-disabled,#a2a9b1); } + +.cdx-label--visually-hidden { display: block; clip: rect(1px, 1px, 1px, 1px= +); width: 1px; height: 1px; margin: -1px; border: 0px; padding: 0px; overfl= +ow: hidden; position: absolute !important; } + +.cdx-label:not(.cdx-label--visually-hidden) { padding-bottom: 4px; } + +.cdx-checkbox { position: relative; min-width: 20px; min-height: 20px; } + +.cdx-checkbox__wrapper { display: flex; } + +.cdx-checkbox:not(.cdx-checkbox--inline) { display: flex; flex-direction: c= +olumn; margin-bottom: 6px; } + +.cdx-checkbox:not(.cdx-checkbox--inline):last-child { margin-bottom: 0px; } + +.cdx-checkbox--inline { display: inline-flex; margin-right: 16px; white-spa= +ce: nowrap; } + +.cdx-checkbox--inline:last-child { margin-right: 0px; } + +.cdx-checkbox__label, .cdx-checkbox__label.cdx-label { display: inline-flex= +; position: relative; z-index: 0; padding-left: calc(var(--font-size-medium= +,1rem) + 10px); } + +.cdx-checkbox__label.cdx-label { padding-bottom: 0px; } + +.cdx-checkbox__label.cdx-label .cdx-label__label__text { font-weight: 400; = +} + +.cdx-checkbox--inline .cdx-checkbox__label { display: inline; } + +.cdx-checkbox__icon { background-color: var(--background-color-base-fixed,#= +fff); position: absolute; left: 0px; box-sizing: border-box; min-width: 18p= +x; min-height: 18px; width: calc(var(--font-size-medium,1rem) + 4px); heigh= +t: calc(var(--font-size-medium,1rem) + 4px); margin-top: 1px; border-width:= + 1px; border-style: solid; transition-property: background-color, color, bo= +rder-color, box-shadow; transition-duration: 0.1s; } + +.cdx-checkbox__input { opacity: 0; position: absolute; left: 0px; z-index: = +1; min-width: 20px; min-height: 20px; width: calc(var(--font-size-medium,1r= +em) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); margin: 1px 0= +px 0px; font-size: var(--font-size-medium,1rem); cursor: inherit; } + +.cdx-checkbox__wrapper:hover > .cdx-checkbox__input:enabled, .cdx-checkbox_= +_wrapper:hover > .cdx-checkbox__input:enabled ~ .cdx-label .cdx-label__labe= +l, .cdx-checkbox__wrapper:hover > .cdx-checkbox__input:enabled ~ .cdx-check= +box__label:not(.cdx-label) { cursor: pointer; } + +.cdx-checkbox__custom-input:not(.cdx-checkbox__custom-input--inline) { padd= +ing-top: 6px; padding-left: calc(var(--font-size-medium,1rem) + 10px); } + +.cdx-checkbox__icon { border-radius: 2px; } + +.cdx-checkbox__input:indeterminate + .cdx-checkbox__icon::before { content:= + " "; background-color: var(--background-color-base-fixed,#fff); position: = +absolute; top: calc(50% - 0.5px); right: 3px; left: 3px; height: 2px; } + +.cdx-checkbox__input:checked:not(:indeterminate) + .cdx-checkbox__icon::bef= +ore { content: " "; display: block; width: 0.25rem; height: calc(100% - 6px= +); margin: 0px auto 4px; border-right-width: 2px; border-right-style: solid= +; border-bottom-width: 2px; border-bottom-style: solid; transform: rotate(4= +5deg); } + +.cdx-checkbox__input:enabled + .cdx-checkbox__icon { background-color: var(= +--background-color-base,#fff); border-color: var(--border-color-interactive= +,#72777d); } + +.cdx-checkbox__input:enabled:hover + .cdx-checkbox__icon { background-color= +: var(--background-color-interactive-subtle--hover,#eaecf0); border-color: = +var(--border-color-interactive--hover,#27292d); } + +.cdx-checkbox__input:enabled:focus:not(:active) + .cdx-checkbox__icon { bor= +der-color: var(--border-color-progressive--focus,#36c); box-shadow: inset 0= + 0 0 1px var(--box-shadow-color-progressive--focus,#36c); outline: transpar= +ent solid 1px; } + +.cdx-checkbox__input:enabled:active + .cdx-checkbox__icon { background-colo= +r: var(--background-color-interactive-subtle--active,#dadde3); border-color= +: var(--border-color-interactive--active,#202122); } + +.cdx-checkbox__input:enabled:checked + .cdx-checkbox__icon, .cdx-checkbox__= +input:enabled:indeterminate + .cdx-checkbox__icon { background-color: var(-= +-background-color-progressive,#36c); border-color: var(--border-color-trans= +parent,transparent); } + +.cdx-checkbox__input:enabled:checked:hover + .cdx-checkbox__icon, .cdx-chec= +kbox__input:enabled:indeterminate:hover + .cdx-checkbox__icon { background-= +color: var(--background-color-progressive--hover,#3056a9); } + +.cdx-checkbox__input:enabled:checked:focus:not(:active):not(:hover) + .cdx-= +checkbox__icon, .cdx-checkbox__input:enabled:indeterminate:focus:not(:activ= +e):not(:hover) + .cdx-checkbox__icon { background-color: var(--background-c= +olor-progressive,#36c); } + +.cdx-checkbox__input:enabled:checked:focus:not(:active) + .cdx-checkbox__ic= +on, .cdx-checkbox__input:enabled:indeterminate:focus:not(:active) + .cdx-ch= +eckbox__icon { box-shadow: inset 0 0 0 1px var(--box-shadow-color-progressi= +ve--focus,#36c),inset 0 0 0 2px var(--box-shadow-color-inverted,#fff); } + +.cdx-checkbox__input:enabled:checked:active + .cdx-checkbox__icon, .cdx-che= +ckbox__input:enabled:indeterminate:active + .cdx-checkbox__icon { backgroun= +d-color: var(--background-color-progressive--active,#233566); } + +.cdx-checkbox__input:enabled:checked:not(:indeterminate) + .cdx-checkbox__i= +con::before { border-color: var(--border-color-inverted-fixed,#fff); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled ~ .cdx-checkbox__l= +abel { color: var(--color-error,#bf3c2c); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled + .cdx-checkbox__i= +con { background-color: var(--background-color-error-subtle,#ffe9e5); borde= +r-color: var(--border-color-error,#f54739); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled:hover + .cdx-check= +box__icon { background-color: var(--background-color-error-subtle--hover,#f= +fdad3); border-color: var(--border-color-error--hover,#9f3526); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled:focus + .cdx-check= +box__icon { border-color: var(--border-color-progressive--focus,#36c); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled:active + .cdx-chec= +kbox__icon { background-color: var(--background-color-error-subtle--active,= +#ffc8bd); border-color: var(--border-color-error--active,#612419); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled:checked + .cdx-che= +ckbox__icon, .cdx-checkbox--status-error .cdx-checkbox__input:enabled:indet= +erminate + .cdx-checkbox__icon { background-color: var(--background-color-e= +rror,#f54739); border-color: var(--border-color-transparent,transparent); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled:checked:hover + .c= +dx-checkbox__icon, .cdx-checkbox--status-error .cdx-checkbox__input:enabled= +:indeterminate:hover + .cdx-checkbox__icon { background-color: var(--backgr= +ound-color-error--hover,#d74032); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled:checked:active + .= +cdx-checkbox__icon, .cdx-checkbox--status-error .cdx-checkbox__input:enable= +d:indeterminate:active + .cdx-checkbox__icon { background-color: var(--back= +ground-color-error--active,#bf3c2c); } + +.cdx-checkbox--status-error .cdx-checkbox__input:enabled:checked:focus:not(= +:active) + .cdx-checkbox__icon, .cdx-checkbox--status-error .cdx-checkbox__= +input:enabled:indeterminate:focus:not(:active) + .cdx-checkbox__icon { back= +ground-color: var(--background-color-error,#f54739); border-color: var(--bo= +rder-color-progressive--focus,#36c); } + +.cdx-checkbox__input:disabled + .cdx-checkbox__icon { background-color: var= +(--background-color-disabled-subtle,#eaecf0); border-color: var(--border-co= +lor-disabled,#c8ccd1); } + +.cdx-checkbox__input:disabled:checked + .cdx-checkbox__icon, .cdx-checkbox_= +_input:disabled:indeterminate + .cdx-checkbox__icon { background-color: var= +(--background-color-disabled,#dadde3); border-color: var(--border-color-tra= +nsparent,transparent); } + +.cdx-checkbox__input:disabled:checked:not(:indeterminate) + .cdx-checkbox__= +icon::before { border-right-color: var(--color-disabled,#a2a9b1); border-bo= +ttom-color: var(--color-disabled,#a2a9b1); } + +.cdx-checkbox__input:disabled:indeterminate + .cdx-checkbox__icon::before {= + background-color: var(--color-disabled-emphasized,#a2a9b1); } + +.cdx-checkbox__input:disabled ~ .cdx-checkbox__label, .cdx-checkbox__input:= +disabled ~ .cdx-checkbox__label.cdx-label { color: var(--color-disabled,#a2= +a9b1); } +------MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg---- +Content-Type: text/css +Content-Transfer-Encoding: quoted-printable +Content-Location: cid:css-12c5dbe5-83e9-4df8-a44e-c004425fcef2@mhtml.blink + +@charset "utf-8"; + +.ve-active .ve-init-mw-desktopArticleTarget-targetContainer #siteNotice, .v= +e-active .mw-indicators, .ve-active #t-print, .ve-active #t-permalink, .ve-= +active #p-coll-print_export, .ve-active #t-cite, .ve-active .ve-init-mw-des= +ktopArticleTarget-editableContent, .ve-active .ve-init-mw-tempWikitextEdito= +rWidget { display: none; } + +.ve-deactivating .ve-ui-surface { display: none; } + +.ve-activating { } + +.ve-activating .ve-ui-surface { height: 0px; overflow: hidden; padding: 0px= + !important; } + +.ve-loading .ve-init-mw-desktopArticleTarget-targetContainer > :not(.ve-ini= +t-mw-desktopArticleTarget-toolbarPlaceholder):not(.ve-init-mw-desktopArticl= +eTarget), .ve-loading .ve-init-mw-desktopArticleTarget-originalContent, .ve= +-activated:not(.ve-loading) .ve-init-mw-desktopArticleTarget-uneditableCont= +ent { pointer-events: none; user-select: none; opacity: 0.5; } + +.ve-activated .ve-init-mw-desktopArticleTarget-targetContainer #firstHeadin= +g { user-select: text; pointer-events: auto; cursor: text; } + +.ve-activated .ve-init-mw-desktopArticleTarget-targetContainer #firstHeadin= +g a { pointer-events: none; } + +.ve-activated .ve-init-mw-desktopArticleTarget-originalContent #catlinks { = +cursor: pointer; } + +.ve-activated .ve-init-mw-desktopArticleTarget-originalContent #catlinks:ho= +ver { background: rgba(109, 169, 247, 0.15); } + +.ve-activated .ve-init-mw-desktopArticleTarget-originalContent #catlinks a = +{ opacity: 1; } + +.ve-init-mw-desktopArticleTarget-loading-overlay { z-index: 2; position: ab= +solute; width: 100%; top: 1em; } + +.ve-init-mw-desktopArticleTarget-toolbarPlaceholder { position: sticky; top= +: 0px; z-index: 2; overflow: hidden; transition: height 250ms; height: 0px;= + padding-bottom: 2px; } + +.ve-init-mw-desktopArticleTarget-toolbarPlaceholder-bar { background: var(-= +-background-color-base,#fff); transform: translateY(-100%); transition: tra= +nsform 250ms; } + +.ve-init-mw-desktopArticleTarget-toolbarPlaceholder-open .ve-init-mw-deskto= +pArticleTarget-toolbarPlaceholder-bar { transform: translateY(0px); } + +.oo-ui-element-hidden { display: none !important; } + +.ve-init-mw-desktopArticleTarget-categoryEdit { float: right; margin-top: 1= +ex; } + +.ve-init-mw-desktopArticleTarget-toolbarPlaceholder-bar { height: 42px; bor= +der-bottom: 1px solid rgb(200, 204, 209); box-shadow: rgba(0, 0, 0, 0.1) 0p= +x 1px 1px 0px; } + +.ve-init-mw-desktopArticleTarget-toolbarPlaceholder-open { height: 42px; } + +.ve-activated .vector-toc, .ve-activated .vector-page-titlebar-toc { displa= +y: none; } + +.ve-init-mw-desktopArticleTarget-toolbar, .ve-init-mw-desktopArticleTarget-= +toolbarPlaceholder, .ve-ui-overlay-local, .ve-ui-overlay-global, .ve-ui-sid= +ebarDialogWindowManager, .ve-ce-surface-interface { font-size: 0.875rem; } + +.ve-ce-surface-interface { font-family: sans-serif; } + +.ve-init-mw-desktopArticleTarget-toolbarPlaceholder-bar, .ve-init-mw-deskto= +pArticleTarget-toolbar.ve-ui-toolbar > .oo-ui-toolbar-bar { box-shadow: rgb= +a(0, 0, 0, 0.1) 0px 2px 1px -1px; } + +.ve-ui-mwSaveDialog-preview .mw-body { } + +.ve-ui-mwSaveDialog-preview .mw-body .firstHeading { grid-area: titlebar; } + +.ve-ui-mwSaveDialog-preview .mw-body .mw-body-content { grid-area: content;= + font-size: var(--font-size-medium); line-height: var(--line-height-content= +); } + +.ve-ui-mwSaveDialog-preview .mw-content-container { max-width: 960px; margi= +n: 0px auto; } + +.ve-init-mw-desktopArticleTarget .ve-init-mw-target-surface > .ve-ce-surfac= +e .ve-ce-attachedRootNode { min-height: 15em; } + +.ve-init-mw-desktopArticleTarget-toolbar .ve-ui-toolbarDialog-position-abov= +e.ve-ui-toolbarDialog-padded .oo-ui-window-body, .ve-init-mw-desktopArticle= +Target-toolbar .ve-ui-toolbarDialog-position-below.ve-ui-toolbarDialog-padd= +ed .oo-ui-window-body { padding-left: 0px; padding-right: 0px; } + +.ve-init-mw-desktopArticleTarget-toolbar .ve-ui-toolbarDialog-position-side= +.ve-ui-toolbarDialog-padded .oo-ui-window-body { padding-right: 0px; } +------MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg---- +Content-Type: text/css +Content-Transfer-Encoding: quoted-printable +Content-Location: cid:css-5a575e71-1792-4bc6-92eb-98c438678ff5@mhtml.blink + +@charset "utf-8"; + +.mw-ui-icon-wikimedia-expand { min-width: 10px; min-height: 10px; width: ca= +lc(var(--font-size-medium,1rem) - 4px); height: calc(var(--font-size-medium= +,1rem) - 4px); display: inline-block; vertical-align: text-bottom; } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-ui-icon-wikimedia-expand { background-position: center center; backgr= +ound-repeat: no-repeat; background-size: calc(max(calc(var(--font-size-medi= +um,1rem) + 4px),10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-ui-icon-wikimedia-expand { mask-position: center center; mask-repeat:= + no-repeat; mask-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10= +px)); } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-ui-icon-wikimedia-expand { background-image: url("data:image/svg+xml;= +utf8,"); filter: invert(var(--filter-inve= +rt-icon,0)); opacity: var(--opacity-icon-base,0.87); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-ui-icon-wikimedia-expand { mask-image: url("data:image/svg+xml;utf8,<= +svg xmlns=3D\"http://www.w3.org/2000/svg\" width=3D\"20\" height=3D\"20\" v= +iewBox=3D\"0 0 20 20\" fill=3D\"%23000\">"); background-color: var(--color-base,#20= +2122); } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-ui-icon-wikimedia-expand { background-position: center center; backgr= +ound-repeat: no-repeat; background-size: calc(max(calc(var(--font-size-medi= +um,1rem) - 4px),10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-ui-icon-wikimedia-expand { mask-position: center center; mask-repeat:= + no-repeat; mask-size: calc(max(calc(var(--font-size-medium,1rem) - 4px),10= +px)); } +} + +.vector-popup-notification { font-size: var(--font-size-small,0.875rem); } + +.vector-popup-notification p { margin: 0px; } + +.vector-popup-notification p:last-child { padding-bottom: 0px; } + +.vector-sticky-header-container { position: fixed; top: 0px; left: 0px; rig= +ht: 0px; z-index: 3; transition: transform 250ms linear; display: none; tra= +nsform: translateY(-100%); opacity: 0; } + +.vector-sticky-header { display: flex; align-items: center; justify-content= +: space-between; border-bottom: 1px solid var(--background-color-interactiv= +e,#eaecf0); } + +.vector-sticky-header-start, .vector-sticky-header-end, .vector-sticky-head= +er-icons, .vector-sticky-header-buttons, .vector-sticky-header-context-bar = +{ display: flex; align-items: center; } + +.vector-sticky-header-start { flex-grow: 1; min-width: 0px; } + +.vector-sticky-header-context-bar-primary, .vector-sticky-header-end { whit= +e-space: nowrap; } + +.vector-sticky-header-icon-start { border-right: 1px solid var(--border-col= +or-subtle,#c8ccd1); margin-right: calc(12px); padding-right: 20px; } + +.vector-sticky-header-context-bar { min-width: 0px; } + +.vector-sticky-header-context-bar > * { padding-left: 8px; } + +.vector-sticky-header-context-bar > .vector-sticky-header-context-bar-prima= +ry { padding: 0px 8px; } + +.vector-sticky-header .vector-sticky-header-toc { margin: 0px !important; } + +.vector-sticky-header-context-bar-primary { overflow: hidden; font-family: = +"Linux Libertine", Georgia, Times, "Source Serif 4", serif; font-size: 1.5e= +m; text-overflow: ellipsis; } + +.vector-sticky-header-context-bar-primary wbr { display: none; } + +.vector-sticky-header-buttons { font-size: 0.875em; } + +.vector-sticky-header-icons, .vector-sticky-header-buttons { column-gap: 8p= +x; } + +.vector-sticky-header .vector-search-box { display: none; } + +.vector-sticky-header.vector-header-search-toggled .vector-sticky-header-ic= +on-start, .vector-sticky-header.vector-header-search-toggled .vector-sticky= +-header-context-bar { display: none; } + +.vector-sticky-header.vector-header-search-toggled .vector-search-box { dis= +play: block; margin-left: 4px; } + +.vector-sticky-header.vector-header-search-toggled .vector-search-box-show-= +thumbnail { margin-left: -9px; } + +@media (min-width: 1120px) { + .client-js.vector-sticky-header-enabled .vector-sticky-header-container {= + display: flex; } + .client-js.vector-sticky-header-enabled .vector-sticky-header-visible .ve= +ctor-sticky-header-container { opacity: 1; transform: translateY(0px); } + .client-js.vector-sticky-header-enabled .vector-sticky-pinned-container {= + top: calc(24px + 3.125rem); max-height: calc(-48px - 3.125rem + 100vh); } + .client-js.vector-sticky-header-enabled .mw-sticky-header-element, .clien= +t-js.vector-sticky-header-enabled .charts-stickyhead th { top: 3.125rem !im= +portant; } +} + +.client-js .mw-portlet-dock-bottom { display: block; position: fixed; botto= +m: 8px; right: 8px; z-index: 1; } + +.client-js .mw-portlet-dock-bottom ul { padding: 0px; list-style: none; dis= +play: flex; flex-direction: column-reverse; align-items: center; gap: 8px; = +} + +.ve-init-mw-tempWikitextEditorWidget { border: 0px; padding: 0px; color: in= +herit; line-height: 1.5em; width: 100%; tab-size: 4; } + +.ve-init-mw-tempWikitextEditorWidget:focus { outline: 0px; padding: 0px; } + +.ve-init-mw-tempWikitextEditorWidget::selection { background: rgba(109, 169= +, 247, 0.5); } + +.ext-quick-survey-panel, .ext-qs-loader-bar { width: auto; background-color= +: var(--background-color-neutral,#eaecf0); 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box-shadow: rgba(0, 0, 0, 0.15) 0px 1px 1px; } + +.ve-init-mw-progressBarWidget-bar { background-color: rgb(51, 102, 204); he= +ight: 0.875em; } + +.rt-overlay { position: absolute; width: 100%; font-size: calc(var(--font-s= +ize-medium,1rem) * (13 / 14)); line-height: 1.5em; z-index: 800; top: 0px; = +} + +.skin-vector-legacy .rt-overlay { font-size: 13px; } + +.skin-monobook .rt-overlay { font-size: 12.7px; } + +.rt-tooltip { position: absolute; max-width: 27em; background: var(--backgr= +ound-color-base,#fff); color: var(--color-base,#202122); border: 1px solid = +var(--border-color-subtle,#c8ccd1); border-radius: 2px; box-shadow: rgba(0,= + 0, 0, 0.2) 0px 20px 48px 0px; } + +html.skin-theme-clientpref-night .rt-tooltip { box-shadow: rgb(0, 0, 0) 0px= + 20px 48px 0px; } + +.rt-tooltip-above .rt-hoverArea { margin-bottom: -0.6em; padding-bottom: 0.= +6em; } + +.rt-tooltip-below .rt-hoverArea { margin-top: -0.7em; padding-top: 0.7em; } + +.rt-scroll { overflow-x: auto; } + +.rt-content { padding: 0.7em 0.9em; overflow-wrap: break-word; } + +.rt-tail { background: linear-gradient(to top right,var(--border-color-subt= +le,#c8ccd1) 48%,rgba(0,0,0,0) 48%); --tail-left: 19px; --tail-side-width: 1= +3px; } + +.rt-tail, .rt-tail::after { position: absolute; z-index: -1; width: var(--t= +ail-side-width); height: var(--tail-side-width); } + +.rt-tail::after { content: ""; background: var(--background-color-base,#fff= +); bottom: 1px; left: 1px; } + +.rt-tooltip-above .rt-tail { transform: rotate(-45deg); transform-origin: 1= +00% 100%; bottom: 0px; left: var(--tail-left); } + +.rt-tooltip-below .rt-tail { transform: rotate(135deg); transform-origin: 0= +px 0px; top: 0px; left: calc(var(--tail-left) + var(--tail-side-width)); } + +.rt-settingsLink { background-image: url("data:image/svg+xml,%3Csvg%20xmlns= +%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%2024%202= +4%22%3E%0D%0A%20%20%20%20%3Cpath%20fill%3D%22%2354595d%22%20d%3D%22M20%2014= +.5v-2.9l-1.8-.3c-.1-.4-.3-.8-.6-1.4l1.1-1.5-2.1-2.1-1.5%201.1c-.5-.3-1-.5-1= +.4-.6L13.5%205h-2.9l-.3%201.8c-.5.1-.9.3-1.4.6L7.4%206.3%205.3%208.4l1%201.= +5c-.3.5-.4.9-.6%201.4l-1.7.2v2.9l1.8.3c.1.5.3.9.6%201.4l-1%201.5%202.1%202.= +1%201.5-1c.4.2.9.4%201.4.6l.3%201.8h3l.3-1.8c.5-.1.9-.3%201.4-.6l1.5%201.1%= +202.1-2.1-1.1-1.5c.3-.5.5-1%20.6-1.4l1.5-.3zM12%2016c-1.7%200-3-1.3-3-3s1.3= +-3%203-3%203%201.3%203%203-1.3%203-3%203z%22%2F%3E%0D%0A%3C%2Fsvg%3E"); flo= +at: right; margin: -0.5em -0.5em 0px 0.5em; box-sizing: border-box; height:= + 32px; width: 32px; border: 1px solid transparent; border-radius: 2px; back= +ground-position: center center; background-repeat: no-repeat; background-si= +ze: 24px 24px; } + +html.skin-theme-clientpref-night .rt-settingsLink { background-image: url("= +data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg= +%22%20viewBox%3D%220%200%2024%2024%22%3E%0D%0A%20%20%20%20%3Cpath%20fill%3D= +%22%23c8ccd1%22%20d%3D%22M20%2014.5v-2.9l-1.8-.3c-.1-.4-.3-.8-.6-1.4l1.1-1.= +5-2.1-2.1-1.5%201.1c-.5-.3-1-.5-1.4-.6L13.5%205h-2.9l-.3%201.8c-.5.1-.9.3-1= +.4.6L7.4%206.3%205.3%208.4l1%201.5c-.3.5-.4.9-.6%201.4l-1.7.2v2.9l1.8.3c.1.= +5.3.9.6%201.4l-1%201.5%202.1%202.1%201.5-1c.4.2.9.4%201.4.6l.3%201.8h3l.3-1= +.8c.5-.1.9-.3%201.4-.6l1.5%201.1%202.1-2.1-1.1-1.5c.3-.5.5-1%20.6-1.4l1.5-.= +3zM12%2016c-1.7%200-3-1.3-3-3s1.3-3%203-3%203%201.3%203%203-1.3%203-3%203z%= +22%2F%3E%0D%0A%3C%2Fsvg%3E"); } + +.rt-settingsLink:hover, .rt-settingsLink:active { background-color: var(--b= +ackground-color-interactive,#eaecf0); } + +.rt-settingsLink:active { border-color: var(--border-color-interactive,#727= +77d); } + +.rt-settingsLink:focus { outline: transparent solid 1px; } + +.rt-settingsLink:focus:not(:active) { border-color: var(--border-color-prog= +ressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shadow-color-pr= +ogressive--focus,#36c); } + +.rt-target { background-color: var(--background-color-progressive-subtle,#e= +af3ff); } + +.rt-enableField { font-weight: bold; margin-bottom: 1.25em; } + +.rt-numberInput.rt-numberInput { width: 10em; } + +.rt-tooltipsForCommentsField.rt-tooltipsForCommentsField.rt-tooltipsForComm= +entsField { margin-top: 1.25em; } + +.rt-disabledHelp { border-collapse: collapse; } + +.rt-disabledHelp td { padding: 0px; } + +.rt-disabledNote.rt-disabledNote { vertical-align: bottom; padding-left: 0.= +36em; font-weight: bold; } + +@keyframes rt-fade-in-up {=20 + 0% { opacity: 0; transform: translate(0px, 20px); } + 100% { opacity: 1; transform: translate(0px, 0px); } +} + +@keyframes rt-fade-in-down {=20 + 0% { opacity: 0; transform: translate(0px, -20px); } + 100% { opacity: 1; transform: translate(0px, 0px); } +} + +@keyframes rt-fade-out-down {=20 + 0% { opacity: 1; transform: translate(0px, 0px); } + 100% { opacity: 0; transform: translate(0px, 20px); } +} + +@keyframes rt-fade-out-up {=20 + 0% { opacity: 1; transform: translate(0px, 0px); } + 100% { opacity: 0; transform: translate(0px, -20px); } +} + +.rt-fade-in-up { animation: 0.2s ease 0s 1 normal forwards running rt-fade-= +in-up; } + +.rt-fade-in-down { animation: 0.2s ease 0s 1 normal forwards running rt-fad= +e-in-down; } + +.rt-fade-out-down { animation: 0.2s ease 0s 1 normal forwards running rt-fa= +de-out-down; } + +.rt-fade-out-up { animation: 0.2s ease 0s 1 normal forwards running rt-fade= +-out-up; } + +.mw-collapsible-toggle { float: right; user-select: none; } + +.mw-collapsible-toggle-default { appearance: none; background: none; margin= +: 0px; padding: 0px; border: 0px; font: inherit; } + +.mw-collapsible-toggle-default .mw-collapsible-text { color: var(--color-pr= +ogressive,#36c); border-radius: 2px; text-decoration: none; } + +.mw-collapsible-toggle-default .mw-collapsible-text:visited { color: var(--= +color-visited,#6a60b0); } + +.mw-collapsible-toggle-default .mw-collapsible-text:visited:hover { color: = +var(--color-visited--hover,#534fa3); } + +.mw-collapsible-toggle-default .mw-collapsible-text:visited:active { color:= + var(--color-visited--active,#353262); } + +.mw-collapsible-toggle-default .mw-collapsible-text:hover { color: var(--co= +lor-progressive--hover,#3056a9); text-decoration: underline; } + +.mw-collapsible-toggle-default .mw-collapsible-text:active { color: var(--c= +olor-progressive--active,#233566); text-decoration: underline; } + +.mw-collapsible-toggle-default .mw-collapsible-text:focus-visible { outline= +: solid 2px var(--outline-color-progressive--focus,#36c); } + +@supports not selector(:focus-visible) { + .mw-collapsible-toggle-default .mw-collapsible-text:focus { outline: soli= +d 2px var(--outline-color-progressive--focus,#36c); } +} + +.mw-collapsible-toggle-default .mw-collapsible-text .cdx-icon:not(.cdx-thum= +bnail__placeholder__icon--vue):last-child { min-width: 10px; min-height: 10= +px; width: var(--font-size-medium,1rem); height: var(--font-size-medium,1re= +m); padding-left: 4px; vertical-align: middle; } + +.mw-underline-always .mw-collapsible-toggle-default .mw-collapsible-text { = +text-decoration: underline; } + +.mw-underline-never .mw-collapsible-toggle-default .mw-collapsible-text { t= +ext-decoration: none; } + +.mw-collapsible-toggle-default::before { content: "["; } + +.mw-collapsible-toggle-default::after { content: "]"; } + +.mw-customtoggle, .mw-collapsible-toggle { cursor: pointer; } + +caption .mw-collapsible-toggle, .mw-content-ltr caption .mw-collapsible-tog= +gle, .mw-content-rtl caption .mw-collapsible-toggle, .mw-content-rtl .mw-co= +ntent-ltr caption .mw-collapsible-toggle, .mw-content-ltr .mw-content-rtl c= +aption .mw-collapsible-toggle { float: none; } + +.mw-collapsible[hidden=3D"until-found"], .mw-collapsible [hidden=3D"until-f= +ound"] { display: block; position: absolute; width: 0px !important; height:= + 0px !important; overflow: hidden !important; padding: 0px !important; marg= +in: 0px !important; border: 0px !important; } + +.wikitable.mw-collapsed { border: 0px; } + +@media screen { + .toctoggle { user-select: none; font-size: 94%; } +} + +@keyframes centralAuthPPersonalAnimation {=20 + 0% { opacity: 0; transform: translateY(-20px); } + 100% { opacity: 1; transform: translateY(0px); } +} + +.centralAuthPPersonalAnimation { animation-duration: 1s; animation-fill-mod= +e: both; animation-name: centralAuthPPersonalAnimation; } + +#mw-teleport-target { position: absolute; z-index: 450; } + +#mw-teleport-target { font-size: var(--font-size-small,0.875rem); } + +#vector-appearance form { font-size: 0.875rem; padding: 6px 0px; } + +#vector-appearance a.skin-theme-beta-notice-success { color: var(--color-su= +ccess,#177860); pointer-events: none; } + +#vector-appearance .vector-icon.vector-icon--heart { min-width: 10px; min-h= +eight: 10px; width: var(--font-size-medium,1rem); height: var(--font-size-m= +edium,1rem); display: inline-block; vertical-align: text-bottom; } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + #vector-appearance .vector-icon.vector-icon--heart { background-position:= + center center; background-repeat: no-repeat; background-size: calc(max(var= +(--font-size-medium,1rem),10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + #vector-appearance .vector-icon.vector-icon--heart { mask-position: cente= +r center; mask-repeat: no-repeat; mask-size: calc(max(var(--font-size-mediu= +m,1rem),10px)); } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + #vector-appearance .vector-icon.vector-icon--heart { background-image: ur= +l("data:image/svg+xml;utf8,"); filter: invert(var(--filter-invert= +-icon,0)); opacity: var(--opacity-icon-base,0.87); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + #vector-appearance .vector-icon.vector-icon--heart { mask-image: url("dat= +a:image/svg+xml;utf8,"); background-color: var(--color-success,#1= +77860); } +} + +#skin-theme-beta-notice { display: none; } + +@media screen and (prefers-color-scheme: dark) { + html.skin-theme-clientpref-os #skin-theme-beta-notice { display: block; } +} + +html.skin-theme-clientpref-night #skin-theme-beta-notice { display: block; = +} + +.mw-mmv-overlay { position: fixed; inset: 0px; z-index: 1000; background-co= +lor: rgb(0, 0, 0); display: flex; place-items: center; place-content: cente= +r; } + +.mw-mmv-overlay .cdx-progress-bar { --color-base: #eaecf0; --color-base--ho= +ver: #f8f9fa; --color-emphasized: #f8f9fa; --color-neutral: #c8ccd1; --colo= +r-subtle: #a2a9b1; --color-disabled: #54595d; --color-disabled-emphasized: = +#72777d; --color-inverted: #101418; --color-progressive: #88a3e8; --color-p= +rogressive--hover: #a6bbf5; --color-progressive--active: #b6d4fb; --color-d= +estructive: #fd7865; --color-destructive--hover: #fea898; --color-destructi= +ve--active: #ffc8bd; --color-visited: #a799cd; --color-visited--hover: #c5b= +9dd; --color-visited--active: #d9d0e9; --color-destructive--visited: #c9939= +1; --color-destructive--visited--hover: #dcb5b3; --color-destructive--visit= +ed--active: #e8cecd; --color-error: #fd7865; --color-error--hover: #fea898;= + --color-error--active: #ffc8bd; --color-warning: #ca982e; --color-success:= + #2cb491; --color-notice: #a2a9b1; --color-icon-progressive: #6485d1; --col= +or-content-added: #80cdb3; --color-content-removed: #fd7865; --color-option= +-red: #fd7865; --color-option-orange: #f97f26; --color-option-yellow: #ca98= +2e; --color-option-lime: #5db26c; --color-option-green: #2cb491; --color-op= +tion-blue: #88a3e8; --color-option-purple: #a799cd; --color-option-pink: #c= +690b4; --color-option-maroon: #c99391; --color-base--subtle: #a2a9b1; --box= +-shadow-color-base: #72777d; --box-shadow-color-progressive--focus: #6485d1= +; --box-shadow-color-progressive-selected: #88a3e8; --box-shadow-color-prog= +ressive-selected--hover: #a6bbf5; --box-shadow-color-progressive-selected--= +active: #b6d4fb; --box-shadow-color-destructive--focus: #6485d1; --box-shad= +ow-color-inverted: #000; --box-shadow-color-alpha-base: rgba(0,0,0,0.87); -= +-mix-blend-mode-blend: screen; --background-color-base: #101418; --backgrou= +nd-color-neutral: #27292d; --background-color-neutral-subtle: #202122; --ba= +ckground-color-interactive: #27292d; --background-color-interactive--hover:= + #404244; --background-color-interactive--active: #54595d; --background-col= +or-interactive-subtle: #202122; --background-color-interactive-subtle--hove= +r: #27292d; --background-color-interactive-subtle--active: #404244; --backg= +round-color-disabled: #404244; --background-color-disabled-subtle: #27292d;= + --background-color-inverted: #f8f9fa; --background-color-progressive--focu= +s: #6485d1; --background-color-progressive-subtle: #1b223d; --background-co= +lor-progressive-subtle--hover: #233566; --background-color-progressive-subt= +le--active: #3056a9; --background-color-destructive--focus: #6485d1; --back= +ground-color-destructive-subtle: #3c1a13; --background-color-destructive-su= +btle--hover: #612419; --background-color-destructive-subtle--active: #9f352= +6; --background-color-error-subtle: #3c1a13; --background-color-error-subtl= +e--hover: #612419; --background-color-error-subtle--active: #9f3526; --back= +ground-color-warning-subtle: #2d2212; --background-color-success-subtle: #1= +32821; --background-color-notice-subtle: #27292d; --background-color-conten= +t-added: #233566; --background-color-content-removed: #453217; --background= +-color-target-text: #572c19; --background-color-option-red: #612419; --back= +ground-color-option-orange: #572c19; --background-color-option-yellow: #453= +217; --background-color-option-lime: #183f20; --background-color-option-gre= +en: #153d31; --background-color-option-blue: #233566; --background-color-op= +tion-purple: #353262; --background-color-option-pink: #4e2c40; --background= +-color-option-maroon: #512e2e; --background-color-backdrop-light: rgba(0,0,= +0,0.65); --background-color-backdrop-dark: rgba(255,255,255,0.65); --border= +-color-base: #72777d; --border-color-emphasized: #eaecf0; --border-color-su= +btle: #54595d; --border-color-muted: #404244; --border-color-interactive--h= +over: #a2a9b1; --border-color-interactive--active: #c8ccd1; --border-color-= +disabled: #54595d; --border-color-inverted: #101418; --border-color-progres= +sive: #6485d1; --border-color-progressive--hover: #88a3e8; --border-color-p= +rogressive--active: #a6bbf5; --border-color-progressive--focus: #6485d1; --= +border-color-destructive--hover: #fd7865; --border-color-destructive--activ= +e: #fea898; --border-color-destructive--focus: #6485d1; --border-color-erro= +r--hover: #fd7865; --border-color-error--active: #fea898; --border-color-wa= +rning--hover: #ca982e; --border-color-warning--active: #edb537; --border-co= +lor-content-added: #233566; --border-color-content-removed: #987027; max-wi= +dth: 80vw; min-width: 20vw; width: 20rem; } + +.mw-mmv-overlay.mw-mmv-overlay--beta { --color-base: #eaecf0; --color-base-= +-hover: #f8f9fa; --color-emphasized: #f8f9fa; --color-neutral: #c8ccd1; --c= +olor-subtle: #a2a9b1; --color-disabled: #54595d; --color-disabled-emphasize= +d: #72777d; --color-inverted: #101418; --color-progressive: #88a3e8; --colo= +r-progressive--hover: #a6bbf5; --color-progressive--active: #b6d4fb; --colo= +r-destructive: #fd7865; --color-destructive--hover: #fea898; --color-destru= +ctive--active: #ffc8bd; --color-visited: #a799cd; --color-visited--hover: #= +c5b9dd; --color-visited--active: #d9d0e9; --color-destructive--visited: #c9= +9391; --color-destructive--visited--hover: #dcb5b3; --color-destructive--vi= +sited--active: #e8cecd; --color-error: #fd7865; --color-error--hover: #fea8= +98; --color-error--active: #ffc8bd; --color-warning: #ca982e; --color-succe= +ss: #2cb491; --color-notice: #a2a9b1; --color-icon-progressive: #6485d1; --= +color-content-added: #80cdb3; --color-content-removed: #fd7865; --color-opt= +ion-red: #fd7865; --color-option-orange: #f97f26; --color-option-yellow: #c= +a982e; --color-option-lime: #5db26c; --color-option-green: #2cb491; --color= +-option-blue: #88a3e8; --color-option-purple: #a799cd; --color-option-pink:= + #c690b4; --color-option-maroon: #c99391; --color-base--subtle: #a2a9b1; --= +box-shadow-color-base: #72777d; --box-shadow-color-progressive--focus: #648= +5d1; --box-shadow-color-progressive-selected: #88a3e8; --box-shadow-color-p= +rogressive-selected--hover: #a6bbf5; --box-shadow-color-progressive-selecte= +d--active: #b6d4fb; --box-shadow-color-destructive--focus: #6485d1; --box-s= +hadow-color-inverted: #000; --box-shadow-color-alpha-base: rgba(0,0,0,0.87)= +; --mix-blend-mode-blend: screen; --background-color-base: #101418; --backg= +round-color-neutral: #27292d; --background-color-neutral-subtle: #202122; -= +-background-color-interactive: #27292d; --background-color-interactive--hov= +er: #404244; --background-color-interactive--active: #54595d; --background-= +color-interactive-subtle: #202122; --background-color-interactive-subtle--h= +over: #27292d; --background-color-interactive-subtle--active: #404244; --ba= +ckground-color-disabled: #404244; --background-color-disabled-subtle: #2729= +2d; --background-color-inverted: #f8f9fa; --background-color-progressive--f= +ocus: #6485d1; --background-color-progressive-subtle: #1b223d; --background= +-color-progressive-subtle--hover: #233566; --background-color-progressive-s= +ubtle--active: #3056a9; --background-color-destructive--focus: #6485d1; --b= +ackground-color-destructive-subtle: #3c1a13; --background-color-destructive= +-subtle--hover: #612419; --background-color-destructive-subtle--active: #9f= +3526; --background-color-error-subtle: #3c1a13; --background-color-error-su= +btle--hover: #612419; --background-color-error-subtle--active: #9f3526; --b= +ackground-color-warning-subtle: #2d2212; --background-color-success-subtle:= + #132821; --background-color-notice-subtle: #27292d; --background-color-con= +tent-added: #233566; --background-color-content-removed: #453217; --backgro= +und-color-target-text: #572c19; --background-color-option-red: #612419; --b= +ackground-color-option-orange: #572c19; --background-color-option-yellow: #= +453217; --background-color-option-lime: #183f20; --background-color-option-= +green: #153d31; --background-color-option-blue: #233566; --background-color= +-option-purple: #353262; --background-color-option-pink: #4e2c40; --backgro= +und-color-option-maroon: #512e2e; --background-color-backdrop-light: rgba(0= +,0,0,0.65); --background-color-backdrop-dark: rgba(255,255,255,0.65); --bor= +der-color-base: #72777d; --border-color-emphasized: #eaecf0; --border-color= +-subtle: #54595d; --border-color-muted: #404244; --border-color-interactive= +--hover: #a2a9b1; --border-color-interactive--active: #c8ccd1; --border-col= +or-disabled: #54595d; --border-color-inverted: #101418; --border-color-prog= +ressive: #6485d1; --border-color-progressive--hover: #88a3e8; --border-colo= +r-progressive--active: #a6bbf5; --border-color-progressive--focus: #6485d1;= + --border-color-destructive--hover: #fd7865; --border-color-destructive--ac= +tive: #fea898; --border-color-destructive--focus: #6485d1; --border-color-e= +rror--hover: #fd7865; --border-color-error--active: #fea898; --border-color= +-warning--hover: #ca982e; --border-color-warning--active: #edb537; --border= +-color-content-added: #233566; --border-color-content-removed: #987027; bac= +kground-color: var(--background-color-interactive-subtle,#f8f9fa); } + +body.mw-mmv-lightbox-open { overflow-y: auto; background-color: rgb(0, 0, 0= +); } + +body.mw-mmv-lightbox-open > :not(.mw-notification-area-overlay) { display: = +none; } + +body.mw-mmv-lightbox-open > .mw-mmv-overlay { display: flex; } + +body.mw-mmv-lightbox-open > .mw-mmv-wrapper { display: block; } + +.mw-mmv-view-expanded .cdx-button__icon { min-width: 10px; min-height: 10px= +; width: var(--font-size-medium,1rem); height: var(--font-size-medium,1rem)= +; display: inline-block; vertical-align: text-bottom; } + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-mmv-view-expanded .cdx-button__icon { background-position: center cen= +ter; background-repeat: no-repeat; background-size: calc(max(var(--font-siz= +e-medium,1rem),10px)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-mmv-view-expanded .cdx-button__icon { mask-position: center center; m= +ask-repeat: no-repeat; mask-size: calc(max(var(--font-size-medium,1rem),10p= +x)); } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-mmv-view-expanded .cdx-button__icon { background-image: url("data:ima= +ge/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(--opacity-ic= +on-base,0.87); } + .cdx-button:not(.cdx-button--weight-quiet):disabled .mw-mmv-view-expanded= + .cdx-button__icon, .cdx-button--weight-primary.cdx-button--action-progress= +ive .mw-mmv-view-expanded .cdx-button__icon, .cdx-button--weight-primary.cd= +x-button--action-destructive .mw-mmv-view-expanded .cdx-button__icon { filt= +er: invert(var(--filter-invert-primary-button-icon,1)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-mmv-view-expanded .cdx-button__icon { mask-image: url("data:image/svg= ++xml;utf8,"); t= +ransition-property: background-color; transition-duration: 100ms; } +} + +@supports not ((-webkit-mask-image:none) or (mask-image:none)) { + .mw-mmv-view-expanded .cdx-button__icon[dir=3D"rtl"], html[dir=3D"rtl"] .= +mw-mmv-view-expanded .cdx-button__icon:not([dir=3D"ltr"]) { background-imag= +e: url("data:image/svg+xml;utf8,<= +path d=3D\"M16 16H8l3-3 1 1 4-4z\"/>"); filter: invert(var(--filter-invert-icon,0)); opacity: va= +r(--opacity-icon-base,0.87); } + .cdx-button:not(.cdx-button--weight-quiet):disabled .mw-mmv-view-expanded= + .cdx-button__icon[dir=3D"rtl"], .cdx-button:not(.cdx-button--weight-quiet)= +:disabled html[dir=3D"rtl"] .mw-mmv-view-expanded .cdx-button__icon:not([di= +r=3D"ltr"]), .cdx-button--weight-primary.cdx-button--action-progressive .mw= +-mmv-view-expanded .cdx-button__icon[dir=3D"rtl"], .cdx-button--weight-prim= +ary.cdx-button--action-progressive html[dir=3D"rtl"] .mw-mmv-view-expanded = +.cdx-button__icon:not([dir=3D"ltr"]), .cdx-button--weight-primary.cdx-butto= +n--action-destructive .mw-mmv-view-expanded .cdx-button__icon[dir=3D"rtl"],= + .cdx-button--weight-primary.cdx-button--action-destructive html[dir=3D"rtl= +"] .mw-mmv-view-expanded .cdx-button__icon:not([dir=3D"ltr"]) { filter: inv= +ert(var(--filter-invert-primary-button-icon,1)); } +} + +@supports (-webkit-mask-image:none) or (mask-image:none) { + .mw-mmv-view-expanded .cdx-button__icon[dir=3D"rtl"], html[dir=3D"rtl"] .= +mw-mmv-view-expanded .cdx-button__icon:not([dir=3D"ltr"]) { mask-image: url= +("data:image/svg+xml;utf8,"); transition-property: background-color; transition-duration: 10= +0ms; } +} + +.cdx-progress-bar { box-sizing: border-box; overflow-x: hidden; } + +.cdx-progress-bar__bar { background-color: var(--background-color-progressi= +ve,#36c); width: 33.33%; height: 100%; } + +.cdx-progress-bar--disabled .cdx-progress-bar__bar { background-color: var(= +--background-color-disabled,#dadde3); } + +.cdx-progress-bar:not(.cdx-progress-bar--disabled) .cdx-progress-bar__bar:n= +ot(.cdx-progress-bar__bar--determinate) { animation-name: cdx-animation-pro= +gress-bar__bar; animation-duration: 1.6s; animation-timing-function: linear= +; animation-iteration-count: infinite; } + +.cdx-progress-bar__bar--determinate { width: calc((var(--cdx-progress-value= +,0) / var(--cdx-progress-max,100)) * 100%); } + +.cdx-progress-bar:not(.cdx-progress-bar--inline) { background-color: var(--= +background-color-base,#fff); position: relative; z-index: 1; height: 0.75re= +m; max-width: none; border-image-source: ; border-image-slice: ; border-ima= +ge-width: ; border-image-outset: ; border-image-repeat: ; border-width: 1px= +; border-style: solid; border-color: var(--border-color-progressive,#36c); = +border-radius: 2px; } + +.cdx-progress-bar:not(.cdx-progress-bar--inline).cdx-progress-bar--disabled= + { border-color: var(--border-color-disabled,#c8ccd1); } + +.cdx-progress-bar--inline { width: 100%; height: 0.25rem; } + +.cdx-progress-bar__label { color: var(--color-base,#202122); font-size: var= +(--font-size-small,.875rem); white-space: normal; } + +.cdx-progress-bar__labels { display: flex; justify-content: space-between; = +} + +.cdx-progress-bar__label--start { text-align: left; } + +.cdx-progress-bar__label--end { text-align: right; } + +@keyframes cdx-animation-progress-bar__bar {=20 + 0% { transform: translate(-100%); } + 100% { transform: translate(300%); } +} + +@media print { + #centralNotice { display: none; } +} + +.cn-closeButton { display: inline-block; background: url("data:image/png;ba= +se64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUBAMAAAB/pwA+AAAAElBMVEUAAAAQEBDPz88AAA= +BAQEDv7+9oe1vvAAAABnRSTlMA3rLe3rJS22KzAAAARElEQVQI12PAAUIUQCSTK5BwFgIxFU1Ah= +KECUFAYKAAioXwwBeZChMGCEGGQIFQYJohgIhQgtCEMQ7ECYTHCOciOxA4AADgJTXIb9s8AAAAA= +SUVORK5CYII=3D") no-repeat; width: 20px; height: 20px; text-indent: 20px; w= +hite-space: nowrap; overflow: hidden; } + +#uls-settings-block { background-color: rgb(252, 252, 252); } + +#uls-settings-block.uls-settings-block--vector-2022 { display: flex; justif= +y-content: space-between; padding: 8px 12px; } + +#uls-settings-block.uls-settings-block--vector-2022.row::before, #uls-setti= +ngs-block.uls-settings-block--vector-2022.row::after { content: none; } + +#uls-settings-block.uls-settings-block--vector-2022.uls-settings-block--wit= +h-add-languages { background-color: rgb(248, 249, 250); border-top: 1px sol= +id var(--border-color-subtle,#c8ccd1); } + +#uls-settings-block.uls-settings-block--vector-2022 > button.uls-add-langua= +ges-button { background: url("/w/extensions/UniversalLanguageSelector/resou= +rces/images/add.svg?3165e") left center no-repeat transparent; margin-right= +: 32px; padding-left: 32px; } + +#uls-settings-block.uls-settings-block--vector-2022 > button.uls-language-s= +ettings-button { background: url("/w/extensions/UniversalLanguageSelector/r= +esources/images/cog.svg?ce0b4") center center no-repeat transparent; margin= +-left: auto; border: 0px; min-height: 20px; min-width: 20px; } + +#uls-settings-block:not(.uls-settings-block--vector-2022) { background-colo= +r: rgb(248, 249, 250); border-top: 1px solid var(--border-color-subtle,#c8c= +cd1); padding-left: 10px; line-height: 1.2em; border-radius: 0px 0px 2px 2p= +x; } + +#uls-settings-block:not(.uls-settings-block--vector-2022) > button { backgr= +ound: left top / 20px auto no-repeat transparent; color: var(--color-subtle= +,#54595d); display: inline-block; margin: 8px 15px; border: 0px; padding: 0= +px 0px 0px 26px; font-size: medium; cursor: pointer; } + +#uls-settings-block:not(.uls-settings-block--vector-2022) > button:hover { = +color: rgb(32, 33, 34); } + +#uls-settings-block:not(.uls-settings-block--vector-2022) > button.display-= +settings-block { background-image: url("/w/extensions/UniversalLanguageSele= +ctor/resources/images/display.svg?9fd85"); } + +#uls-settings-block:not(.uls-settings-block--vector-2022) > button.input-se= +ttings-block { background-image: url("/w/extensions/UniversalLanguageSelect= +or/resources/images/input.svg?60384"); } + +.uls-tipsy.uls-tipsy { z-index: 1000; } + +.uls-empty-state { padding: 28px; } + +.uls-empty-state .uls-empty-state__header, .uls-empty-state .uls-empty-stat= +e__desc { color: var(--color-subtle,#54595d); } + +.uls-empty-state .uls-language-action-items { list-style: none; margin: 1em= + 0px; } + +.empty-language-selector__language-settings-button { margin: 12px; } + +.uls-menu.uls-language-actions-dialog { min-width: 248px; } + +.uls-menu.uls-language-actions-dialog .uls-language-actions-title { border-= +bottom: 1px solid var(--border-color-subtle,#c8ccd1); display: flex; align-= +items: center; height: 32px; padding: 5px 0px; } + +.uls-menu.uls-language-actions-dialog .uls-language-actions-title .uls-lang= +uage-actions-close { min-width: unset; width: 44px; background: url("/w/ext= +ensions/UniversalLanguageSelector/resources/images/arrow-previous-ltr.svg?2= +79af") center center no-repeat transparent; } + +.uls-menu.uls-language-actions-dialog .uls-language-action-items .uls-langu= +age-action.oo-ui-widget { margin: 0px; padding: 12px 8px; display: block; } + +.uls-menu.uls-language-actions-dialog .uls-language-action-items .uls-langu= +age-action.oo-ui-widget .oo-ui-buttonElement-button { padding-left: 36px; } + +.cdx-button { display: inline-flex; align-items: center; justify-content: c= +enter; gap: 6px; box-sizing: border-box; min-height: 32px; max-width: 28rem= +; margin: 0px; border-width: 1px; border-style: solid; border-radius: 2px; = +padding-right: 11px; padding-left: 11px; font-family: inherit; font-size: v= +ar(--font-size-medium,1rem); font-weight: 700; overflow: hidden; text-overf= +low: ellipsis; white-space: nowrap; text-transform: none; transition-proper= +ty: background-color, color, border-color, box-shadow; transition-duration:= + 0.1s; } + +.cdx-button--size-small { gap: 4px; min-height: 1.5rem; padding-right: 5px;= + padding-left: 5px; } + +.cdx-button--size-large { min-height: 44px; padding-right: 15px; padding-le= +ft: 15px; } + +.cdx-button--icon-only { min-width: 32px; padding-right: 0px; padding-left:= + 0px; } + +.cdx-button--icon-only.cdx-button--size-small { min-width: 1.5rem; } + +.cdx-button--icon-only.cdx-button--size-large { min-width: 44px; } + +.cdx-button .cdx-button__icon, .cdx-button .cdx-icon { vertical-align: midd= +le; } + +.cdx-button .cdx-icon { color: inherit; } + +.cdx-button--fake-button, .cdx-button--fake-button:hover, .cdx-button--fake= +-button:focus { text-decoration: none; } + +.cdx-button:enabled, .cdx-button.cdx-button--fake-button--enabled { backgro= +und-color: var(--background-color-interactive-subtle,#f8f9fa); color: var(-= +-color-neutral,#404244); border-color: var(--border-color-interactive,#7277= +7d); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled .cdx-button__icon, .cdx-button.cdx-button--fake-butto= +n--enabled .cdx-button__icon { background-color: var(--color-neutral,#40424= +4); } +} + +.cdx-button:enabled:hover, .cdx-button.cdx-button--fake-button--enabled:hov= +er { background-color: var(--background-color-interactive-subtle--hover,#ea= +ecf0); border-color: var(--border-color-interactive--hover,#27292d); cursor= +: pointer; } + +.cdx-button:enabled:active, .cdx-button.cdx-button--fake-button--enabled:ac= +tive, .cdx-button:enabled.cdx-button--is-active, .cdx-button.cdx-button--fa= +ke-button--enabled.cdx-button--is-active { background-color: var(--backgrou= +nd-color-interactive-subtle--active,#dadde3); border-color: var(--border-co= +lor-interactive--active,#202122); } + +.cdx-button:enabled:focus, .cdx-button.cdx-button--fake-button--enabled:foc= +us { outline: transparent solid 1px; } + +.cdx-button:enabled:focus:not(:active):not(.cdx-button--is-active), .cdx-bu= +tton.cdx-button--fake-button--enabled:focus:not(:active):not(.cdx-button--i= +s-active) { border-color: var(--border-color-progressive--focus,#36c); box-= +shadow: inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } + +.cdx-button:enabled.cdx-button--action-progressive, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--action-progressive { background-color: va= +r(--background-color-progressive-subtle,#e8eeff); color: var(--color-progre= +ssive,#36c); border-color: var(--border-color-progressive,#36c); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive .cdx-button__icon, .cd= +x-button.cdx-button--fake-button--enabled.cdx-button--action-progressive .c= +dx-button__icon { background-color: var(--color-progressive,#36c); } +} + +.cdx-button:enabled.cdx-button--action-progressive:hover, .cdx-button.cdx-b= +utton--fake-button--enabled.cdx-button--action-progressive:hover { backgrou= +nd-color: var(--background-color-progressive-subtle--hover,#d9e2ff); color:= + var(--color-progressive--hover,#3056a9); border-color: var(--border-color-= +progressive--hover,#3056a9); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive:hover .cdx-button__ico= +n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progress= +ive:hover .cdx-button__icon { background-color: var(--color-progressive--ho= +ver,#3056a9); } +} + +.cdx-button:enabled.cdx-button--action-progressive:active, .cdx-button.cdx-= +button--fake-button--enabled.cdx-button--action-progressive:active, .cdx-bu= +tton:enabled.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--action-progressive.cdx-but= +ton--is-active { background-color: var(--background-color-progressive-subtl= +e--active,#b6d4fb); color: var(--color-progressive--active,#233566); border= +-color: var(--border-color-progressive--active,#233566); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-progressive:active .cdx-button__ic= +on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progres= +sive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-progr= +essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--action-progressive.cdx-button--is-active .cdx= +-button__icon { background-color: var(--color-progressive--active,#233566);= + } +} + +.cdx-button:enabled.cdx-button--action-destructive, .cdx-button.cdx-button-= +-fake-button--enabled.cdx-button--action-destructive { background-color: va= +r(--background-color-destructive-subtle,#ffe9e5); color: var(--color-destru= +ctive,#bf3c2c); border-color: var(--border-color-destructive,#f54739); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive .cdx-button__icon, .cd= +x-button.cdx-button--fake-button--enabled.cdx-button--action-destructive .c= +dx-button__icon { background-color: var(--color-destructive,#bf3c2c); } +} + +.cdx-button:enabled.cdx-button--action-destructive:hover, .cdx-button.cdx-b= +utton--fake-button--enabled.cdx-button--action-destructive:hover { backgrou= +nd-color: var(--background-color-destructive-subtle--hover,#ffdad3); color:= + var(--color-destructive--hover,#9f3526); border-color: var(--border-color-= +destructive--hover,#9f3526); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive:hover .cdx-button__ico= +n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruct= +ive:hover .cdx-button__icon { background-color: var(--color-destructive--ho= +ver,#9f3526); } +} + +.cdx-button:enabled.cdx-button--action-destructive:active, .cdx-button.cdx-= +button--fake-button--enabled.cdx-button--action-destructive:active, .cdx-bu= +tton:enabled.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= +ton.cdx-button--fake-button--enabled.cdx-button--action-destructive.cdx-but= +ton--is-active { background-color: var(--background-color-destructive-subtl= +e--active,#ffc8bd); color: var(--color-destructive--active,#612419); border= +-color: var(--border-color-destructive--active,#612419); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--action-destructive:active .cdx-button__ic= +on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruc= +tive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-destr= +uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= +e-button--enabled.cdx-button--action-destructive.cdx-button--is-active .cdx= +-button__icon { background-color: var(--color-destructive--active,#612419);= + } +} + +.cdx-button:enabled.cdx-button--action-destructive:focus:not(:active):not(.= +cdx-button--is-active), .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--action-destructive:focus:not(:active):not(.cdx-button--is-active) { b= +order-color: var(--border-color-destructive--focus,#36c); box-shadow: inset= + 0 0 0 1px var(--box-shadow-color-destructive--focus,#36c); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= +.cdx-button--action-progressive { background-color: var(--background-color-= +progressive,#36c); color: var(--color-inverted-fixed,#fff); border-color: v= +ar(--border-color-transparent,transparent); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= +rimary.cdx-button--action-progressive:hover { background-color: var(--backg= +round-color-progressive--hover,#3056a9); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= +primary.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-butt= +on--weight-primary.cdx-button--action-progressive.cdx-button--is-active, .c= +dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= +utton--action-progressive.cdx-button--is-active { background-color: var(--b= +ackground-color-progressive--active,#233566); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= +ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= +fake-button--enabled.cdx-button--weight-primary.cdx-button--action-progress= +ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= +rder-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= +shadow-color-progressive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= +r-inverted,#fff); } + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progres= +sive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= +tton--weight-primary.cdx-button--action-progressive .cdx-button__icon { bac= +kground-color: var(--color-inverted-fixed,#fff); } +} + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= +.cdx-button--action-destructive { background-color: var(--background-color-= +destructive,#bf3c2c); color: var(--color-inverted-fixed,#fff); border-color= +: var(--border-color-transparent,transparent); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= +rimary.cdx-button--action-destructive:hover { background-color: var(--backg= +round-color-destructive--hover,#9f3526); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= +primary.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-butt= +on--weight-primary.cdx-button--action-destructive.cdx-button--is-active, .c= +dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= +utton--action-destructive.cdx-button--is-active { background-color: var(--b= +ackground-color-destructive--active,#612419); } + +.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= +ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= +fake-button--enabled.cdx-button--weight-primary.cdx-button--action-destruct= +ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= +rder-color-destructive--focus,#36c); 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color: var(--color-disabled,#a2a9b1); = +} + +@supports ((-webkit-mask-image:none) or (mask-image:none)) { + .cdx-button:disabled.cdx-button--weight-quiet .cdx-button__icon, .cdx-but= +ton.cdx-button--fake-button--disabled.cdx-button--weight-quiet .cdx-button_= +_icon { background-color: var(--color-disabled,#a2a9b1); } +} + +.mw-interlanguage-selector-disabled #p-lang-btn-sticky-header { display: no= +ne; } +------MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg------ diff --git a/ts/tmp/browser-memory-acceptance/ada-lovelace.html b/ts/tmp/browser-memory-acceptance/ada-lovelace.html new file mode 100644 index 0000000000..8c50ef833b --- /dev/null +++ b/ts/tmp/browser-memory-acceptance/ada-lovelace.html @@ -0,0 +1,26845 @@ + + + + + Ada Lovelace - Wikipedia + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ Ada Lovelace +

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+ From Wikipedia, the free encyclopedia +
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+ + + +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ The Right Honourable +
+
The Countess of Lovelace
+
+ Augusta Ada King, Countess of Lovelace, daguerrotype portrait circa 1843 +
+ Daguerreotype + of Lovelace (c. 1843)[1] +
+
Born +
+ Augusta Ada Byron +
+
(1815-12-10)10 December 1815
+
+ London, England +
+ +
Died + 27 November 1852(1852-11-27) + (aged 36)
+
+ Marylebone, London, England +
+ +
+
+ Resting place +
+ 		+ Church of St Mary Magdalene, Hucknall, Nottingham, England +
+ Known for + + Mathematics, + computing +
Spouse + + +
+ +
+ ​ +
+ +
+ ​ +
+ (m. 1835)​ +
+
Children + +
+ +
+
Parents + +
+ +
+
Signature
+ +
+ + +

+ Augusta Ada King, Countess of Lovelace + (née Byron; 10 December 1815 – 27 November 1852), also known as + Ada Lovelace, was an English + mathematician + and + writer + chiefly known for work on + Charles Babbage's proposed mechanical general-purpose + computer, the + analytical engine. She was the first to recognise the machine had + applications beyond pure calculation. Lovelace is often + considered the first + computer programmer. +

+ +

+ Lovelace was the only + legitimate child + of poet + Lord Byron + and reformer + Anne Isabella Milbanke.[2] + Lord Byron separated from his wife a month after Ada was + born, and died when she was eight. Although often ill in + childhood, Lovelace pursued her studies + assiduously. She married + William King + in 1835. King was a + Baron, and was created Viscount Ockham and 1st + Earl of Lovelace + in 1838. The name Lovelace was chosen because Ada was + descended from the extinct + Baron Lovelaces.[3] + The title given to her husband thus made Ada the Countess + of Lovelace. +

+ +

+ Lovelace's educational and social exploits brought her + into contact with scientists such as + Andrew Crosse, + Charles Babbage, + David Brewster, + Charles Wheatstone + and + Michael Faraday, and the author + Charles Dickens, contacts which she used to further her education. + Lovelace described her approach as "poetical science"[4] + and herself as an "Analyst (& + Metaphysician)".[5] +

+ +

+ At age 18, Lovelace's mathematical talents led her to a + long working relationship and friendship with fellow + British mathematician Charles Babbage. She was + particularly interested in Babbage's work on the + analytical engine. Lovelace first met him on 5 June 1833, + when she and her mother attended one of + Charles Babbage's Saturday night soirĂŠes[6] + with their mutual friend, and Lovelace's private tutor, + Mary Somerville. Though Babbage's analytical engine was never + constructed and did not influence the invention of + electronic computers, it has been recognised as a + Turing-complete + general-purpose computer, which anticipated the essential + features of a modern electronic computer. Babbage is + therefore known as the "father of computers," and Lovelace + is credited with several computing "firsts" for her + collaboration with him. Lovelace translated + an article + by the military engineer + Luigi Menabrea + about the analytical engine, supplementing it with + seven long explanatory notes. + These described a method of using the machine to calculate + Bernoulli numbers + which is often called the first published + computer program. +

+ +

+ She developed a vision of the capability of computers to + go beyond mere + calculating + or number-crunching, while many others, including Babbage, + focused only on those capabilities.[7] + Lovelace was the first to point out the possibility of + encoding information besides mere + arithmetical + figures, such as + music, and manipulating it with such a machine. Her mindset of + "poetical science" led her to ask questions about the + analytical engine, examining how individuals and society + relate to technology as a collaborative tool.[8] + Ada is widely commemorated, including in the names of a + programming language, roads, buildings and institutes, as well as programmes, + lectures and courses. There are plaques, statues, + paintings, literary and non-fiction works about her. +

+ + +
+
+
+

Biography

+
+
+
+

Childhood

+
+

+ Lord Byron + expected his child to be a "glorious boy" and was + disappointed when + Lady Byron + gave birth to a girl.[9] + The child was named after Byron's half-sister, + Augusta Leigh, and was called "Ada" by Byron himself.[10] + On 16 January 1816, at Lord Byron's command, Lady Byron + left for her parents' home at + Kirkby Mallory, taking their five-week-old daughter with her.[9] + Although English law at the time granted full custody of + children to the father in cases of separation, Lord + Byron made no attempt to claim his parental rights,[11] + but did request that his sister keep him informed of + Ada's welfare.[12] +

+ +
+ portrait of a young girl +
Ada Byron, aged four
+
+ +

+ On 21 April, Lord Byron signed the + deed of separation, although very reluctantly, and left England for good + a few days later.[13] + Aside from an acrimonious separation, Lady Byron + continued throughout her life to make allegations about + her husband's immoral behaviour.[14] + This set of events made Lovelace infamous in Victorian + society. Ada did not have a relationship with her + father. He died in April 1824 when she was eight years + old. Her mother was the only significant parental figure + in her life.[15] + Lovelace was not shown the family portrait of her father + until her 20th birthday.[16] +

+ +
+ Ada Byron, portrait at age 7 +
+ Ada Byron, aged seven, by + Alfred d'Orsay, 1822, + Somerville College, Oxford +
+
+ +

+ Lovelace did not have a close relationship with her + mother. She was often left in the care of her maternal + grandmother Judith, Hon. Lady Milbanke, who doted on + her. However, because of societal attitudes of the + time—which favoured the husband in any separation, with + the welfare of any child acting as mitigation—Lady Byron + had to present herself as a loving mother to the rest of + society. This included writing anxious letters to Lady + Milbanke about her daughter's welfare, with a cover note + saying to retain the letters in case she had to use them + to show maternal concern.[17] + In one letter to Lady Milbanke, she referred to her + daughter as "it": "I talk to it for your satisfaction, + not my own, and shall be very glad when you have it + under your own."[18] + Lady Byron had her teenage daughter watched by close + friends for any sign of moral deviation. Lovelace dubbed + these observers the "Furies" and later complained they + exaggerated and invented stories about her.[19] +

+ +
+ Ada Byron, portrait drawn at age 17 +
+ Ada Byron, aged seventeen, 1832 +
+
+ +

+ Lovelace was often ill, beginning in early childhood. At + the age of eight, she experienced headaches that + obscured her vision.[10] + In June 1829, she was paralyzed after a bout of + measles. She was subjected to continuous bed rest for nearly a + year, something which may have extended her period of + disability. By 1831, she was able to walk with crutches. + Despite the illnesses, she developed her mathematical + and technological skills. +

+ + +
+

+ When Ada was twelve years old, this future "Lady + Fairy", as Charles Babbage affectionately called her, + decided she wanted to fly. Ada Byron went about the + project methodically, thoughtfully, with imagination + and passion. Her first step, in February 1828, was to + construct wings. She investigated different material + and sizes. She considered various materials for the + wings: paper, oilsilk, wires, and feathers. She + examined the + anatomy of birds + to determine the right proportion between the wings + and the body. She decided to write a book, + Flyology, illustrating, with plates, some of + her findings. She decided what equipment she would + need; for example, a compass, to "cut across the + country by the most direct road", so that she could + surmount mountains, rivers, and valleys. Her final + step was to integrate steam with the "art of + flying".[8] +

+
+ +

+ Ada Byron had an affair with a tutor in early 1833. She + tried to elope with him after she was caught, but the + tutor's relatives recognised her and contacted her + mother. Lady Byron and her friends covered the incident + up to prevent a public scandal.[20] + Lovelace never met her younger half-sister, + Allegra, the daughter of Lord Byron and + Claire Clairmont. Allegra died in 1822 at the age of five. Lovelace did + have some contact with + Elizabeth Medora Leigh, the daughter of Byron's half-sister Augusta Leigh, + who purposely avoided Lovelace as much as possible when + introduced at court.[21] +

+
+
+
+

Adult years

+
+ +
+ Watercolor portrait of Ada Byron, by Alfred Edward Chalon, c. 1835. +
+ Watercolor portrait of Ada Byron, by + Alfred Edward Chalon, c. 1835. +
+
+ +
+ Ada King, Countess of Lovelace. Watercolour portrait circa 1840 +
+ Watercolour portrait of Ada King, Countess of + Lovelace, + c. 1840, possibly by Alfred Edward Chalon +
+
+ +

+ Lovelace became close friends with her tutor + Mary Somerville, who introduced her to Charles Babbage in 1833. She + had a strong respect and affection for Somerville,[22] + and they corresponded for many years. Other + acquaintances included the scientists + Andrew Crosse, + Sir David Brewster, + Charles Wheatstone, + Michael Faraday + and the author + Charles Dickens. She was + presented at Court + at the age of seventeen "and became a popular belle of + the season" in part because of her "brilliant mind".[23] + By 1834 Ada was a regular at Court and started attending + various events. She danced often and was able to charm + many people, and was described by most people as being + dainty, although + John Hobhouse, Byron's friend, described her as "a large, + coarse-skinned young woman but with something of my + friend's features, particularly the mouth".[24] + This description followed their meeting on 24 February + 1834 in which Ada made it clear to Hobhouse that she did + not like him, probably due to her mother's influence, + which led her to dislike all of her father's friends. + This first impression was not to last, and they later + became friends.[25] +

+
+ +
+ William King, 1st Earl of Lovelace in uniform +
+
+

+ On 8 July 1835, she married + William, 8th Baron King, becoming Lady King. They had three homes: + Ockham Park, Surrey; a Scottish estate on + Loch Torridon + in + Ross-shire; and a house in London. They spent their honeymoon at + Ashley Combe near + Porlock Weir, Somerset, which had been built as a hunting lodge in + 1799 and was improved by King in preparation for their + honeymoon. It later became their summer retreat and was + further improved during this time. From 1845, the + family's main house was + Horsley Towers, built in the + Tudorbethan + fashion by the architect of the Houses of Parliament, + Charles Barry,[26][27] + and later greatly enlarged to Lovelace's own designs. +

+ +

+ They had three children: + Byron + (born 1836); + Anne Isabella + (called Annabella, born 1837); and + Ralph Gordon + (born 1839). Immediately after the birth of Annabella, + Lady King experienced "a tedious and suffering illness, + which took months to cure".[25] + Ada was a descendant of the extinct + Barons Lovelace + and in 1838, her husband was made + Earl of Lovelace + and Viscount Ockham, meaning Ada became the Countess of + Lovelace.[28] + In 1843–44, Ada's mother assigned + William Benjamin Carpenter + to teach Ada's children and to act as a "moral" + instructor for Ada.[29] + He quickly fell for her and encouraged her to express + any frustrated affections, claiming that his marriage + meant he would never act in an "unbecoming" manner. When + it became clear that Carpenter was trying to start an + affair, Ada cut it off.[30] +

+ +

+ In 1841, Lovelace and + Medora Leigh + (the daughter of Lord Byron's half-sister Augusta Leigh) + were told by Ada's mother that Ada's father was also + Medora's father.[31] + On 27 February 1841, Ada wrote to her mother: "I am not + in the least astonished. In fact, you + merely confirm what I have for + years and years felt scarcely a doubt + about, but should have considered it most improper in me + to hint to you that I in any way suspected."[32] + She did not blame the incestuous relationship on Byron, + but instead blamed Augusta Leigh: "I fear she is more + inherently wicked than he ever was."[33] + In the 1840s, Ada flirted with scandals: firstly, from a + relaxed approach to extra-marital relationships with + men, leading to rumours of affairs;[34] + and secondly, from her love of gambling. She apparently + lost more than ÂŁ3,000 on the horses during the later + 1840s.[35] + The gambling led to her forming a syndicate with male + friends, and an ambitious attempt in 1851 to create a + mathematical model for successful large bets. This went + disastrously wrong, leaving her thousands of pounds in + debt to the syndicate, forcing her to admit it all to + her husband.[36] + She had a shadowy relationship with Andrew Crosse's son + John from 1844 onwards. John Crosse destroyed most of + their correspondence after her death as part of a legal + agreement. She bequeathed him the only heirlooms her + father had personally left to her.[37] + During her final illness, she would panic at the idea of + the younger Crosse being kept from visiting her.[38] +

+
+
+
+

Education

+
+
+ +
+ Sonnet titled The Rainbow in + Lovelace's own hand (Somerville College) +
+
+

+ From 1832, when she was seventeen, her mathematical + abilities began to emerge,[23] + and her interest in mathematics dominated the majority + of her adult life.[39] + Her mother's obsession with rooting out any of the + insanity of which she accused Byron was one of the + reasons that Ada was taught mathematics from an early + age. She was privately educated in mathematics and + science by + William Frend, + William King,[a] + and + Mary Somerville, the noted 19th-century researcher and scientific + author. In the 1840s, the mathematician + Augustus De Morgan + extended her "much help in her mathematical studies" + including study of advanced calculus topics including + the "numbers of Bernoulli" (that formed her celebrated algorithm for Babbage's + Analytical Engine).[40] + In a letter to Lady Byron, De Morgan suggested that + Ada's skill in mathematics might lead her to become "an + original mathematical investigator, perhaps of + first-rate eminence".[41] +

+ +

+ Lovelace often questioned basic assumptions through + integrating poetry and science. Whilst studying + differential calculus, she wrote to De Morgan: +

+ +
+

+ I may remark that the curious transformations many + formulae can undergo, the unsuspected and to a + beginner apparently impossible identity of forms + exceedingly dissimilar at first sight, is I think one + of the chief difficulties in the early part of + mathematical studies. I am often reminded of certain + sprites and fairies one reads of, who are at one's + elbows in one shape now, and the + next minute in a form most dissimilar.[42] +

+
+ +

+ Lovelace believed that intuition and imagination were + critical to effectively applying mathematical and + scientific concepts. She valued + metaphysics + as much as mathematics, viewing both as tools for + exploring "the unseen worlds around us".[43] +

+
+
+
+

Death

+
+
+ Ada Lovelace, painted portrait circa 1852 +
+ Painting of Lovelace seated at a piano, by + Henry Phillips + (1852). Although in great pain at the time, she agreed + to sit for the painting as her father, + Lord Byron, had been painted by Phillips' father, + Thomas Phillips. +
+
+ +

+ Lovelace died at the age of 36 on 27 November 1852[44] + from + cervical cancer + (which contemporary accounts called uterine cancer, + since a distinction between the two was not made at that + time).[45][46] + The illness lasted several months, in which time Lady + Byron took command over whom Ada saw, and excluded all + of her friends and confidants. Under her mother's + influence, Ada had a religious transformation and was + coaxed into repenting of her previous conduct and making + Lady Byron her + executor.[47] + She lost contact with her husband after confessing + something to him on 30 August which caused him to + abandon her bedside. It is not known what she told + him.[48] + She was buried, at her request, next to her father at + the + Church of St. Mary Magdalene + in Hucknall, Nottinghamshire.[49] +

+
+
+
+
+

Work

+
+

+ Throughout her life, Lovelace was strongly interested in + scientific developments and fads of the day, including + phrenology[50] + and + mesmerism.[51] + After her work with Babbage, Lovelace continued to work on + other projects. In 1844, she commented to a friend + Woronzow Greig about her desire to create a mathematical + model for how the brain gives rise to thoughts and nerves + to feelings ("a calculus of the nervous system").[52] + She never achieved this, however. In part, her interest in + the brain came from a long-running preoccupation, + inherited from her mother, about her "potential" madness. + As part of her research into this project, she visited the + electrical engineer Andrew Crosse in 1844 to learn how to + carry out electrical experiments.[53] + In the same year, she wrote a review of a paper by Baron + Karl von Reichenbach, Researches on Magnetism, but this was + not published and does not appear to have progressed past + the first draft.[54] + In 1851, the year before her cancer struck, she wrote to + her mother mentioning "certain productions" she was + working on regarding the relation of maths and music.[55] +

+ +
+ Ada Lovelace, painted portrait circa 1836 +
+ Portrait of Ada Lovelace + by the British painter + Margaret Sarah Carpenter + (1836) +
+
+ +

+ Lovelace first met + Charles Babbage + in June 1833, through their mutual friend Mary Somerville. + Later that month, Babbage invited Lovelace to see the + prototype for his + difference engine.[56] + She became fascinated with the machine and used her + relationship with Somerville to visit Babbage as often as + she could. Babbage was impressed by Lovelace's intellect + and analytic skills. He called her "The Enchantress of + Number".[57][b] + In 1843, he wrote to her: +

+ + +
+

+ Forget this world and all its troubles and if possible + its multitudinous Charlatans—every thing in short but + the Enchantress of Number.[57] +

+
+ +

+ [58] +

+ +
+
+

+ Babbage's lecture, Menabrea's French transcription, + Lovelace's translation and Notes A-G +

+
+

+ In 1840, Babbage was invited to give a seminar at the + University of Turin + about his Analytical Engine. + Luigi Menabrea, a young Italian engineer and the future + Prime Minister of Italy, transcribed Babbage's lecture into French, and this + transcript was subsequently published in the + Bibliothèque universelle de Genève + in October 1842. Babbage's friend + Charles Wheatstone + commissioned Lovelace to translate Menabrea's paper into + English. +

+ +

+ During a nine-month period in 1842–43, Lovelace + translated Menabrea's article.[59] + She augmented the paper with seven notes, A to G, about + three times longer than the translation.[60] + The translation and notes were then published in the + September 1843 edition of Taylor's + Scientific Memoirs + under her initials AAL.[61] +

+ +

+ +

+ +

+ Explaining the Analytical Engine's function was a + difficult task; many other scientists did not grasp the + concept and the British establishment had shown little + interest in it.[62] + Lovelace's notes even had to explain how the Analytical + Engine differed from the original Difference Engine.[63] + Her work was well received at the time; the scientist + Michael Faraday + described himself as a supporter of her writing.[64] +

+
+
+
+

+ Babbage's preface +

+
+

+ Lovelace and Babbage had a minor falling out when the + papers were published, when he tried to leave his own + statement (criticising the government's treatment of his + Engine) as an unsigned preface, which could have been + mistakenly interpreted as a joint declaration. When + Taylor's + Scientific Memoirs + ruled that the statement should be signed, Babbage wrote + to Lovelace asking her to withdraw the paper. This was + the first that she knew he was leaving it unsigned, and + she wrote back refusing to withdraw the paper. The + historian + Benjamin Woolley + theorised that "His actions suggested he had so + enthusiastically sought Ada's involvement, and so + happily indulged her ... because of her 'celebrated name'."[65] + Their friendship recovered, and they continued to + correspond. On 12 August 1851, when she was dying of + cancer, Lovelace wrote to him asking him to be her + executor, though this letter did not give him the + necessary legal authority. Part of the terrace at Worthy + Manor was known as + Philosopher's Walk; it was there that + Lovelace and Babbage were reputed to have walked while + discussing mathematical principles.[64] +

+
+
+
+

+ First published computer program +

+
+ + + +
+ Diagram for the computation by the Engine of the Numbers of Bernoulli +
+ Lovelace's diagram from "Note G", the first published computer + algorithm +
+
+ +

+ The notes are important in the early + history of computers, especially since + Note G[66] + described, in complete detail, a method for calculating + a sequence of + Bernoulli numbers + using the Analytical Engine, which might have run + correctly had it ever been built.[67] + Though Babbage's personal notes from 1837 to 1840 + contain the first programs for the engine,[68][69][70] + the + algorithm + in Note G is often called the first published computer + program. The engine was never completed and so the + program was never tested.[71] +

+ +

+ In 1953, more than a century after her death, Ada + Lovelace's notes on Babbage's Analytical Engine were + republished as an appendix to + B. V. Bowden's + Faster than Thought: A Symposium on Digital Computing + Machines.[72] + The engine has now been recognised as an early model for + a computer and her notes as a description of a computer + and software.[67] +

+ +
+
+

+ Controversy over contribution +

+
+

+ Based on this work, Lovelace is often called the first + computer programmer[73][74] + and her method has been called the world's first + computer program.[75][76][77] +

+ +

+ Eugene Eric Kim and Lovelace biographer, Betty + Alexandra Toole, argued it was "incorrect" to regard + Lovelace as the first computer programmer in an + article for + Scientific American.[71] + Babbage claims credit in his autobiography for the + algorithm in Note G,[78] + and regardless of the extent of Lovelace's + contribution to it, she was not the very first person + to write a program for the Analytical Engine, as + Babbage had written the initial programs for it, + although the majority were never published.[71] + Bromley notes several dozen sample programs prepared + by Babbage between 1837 and 1840, all substantially + predating Lovelace's notes.[79] + Dorothy K. Stein + regards Lovelace's notes as "more a reflection of the + mathematical uncertainty of the author, the political + purposes of the inventor, and, above all, of the + social and cultural context in which it was written, + than a blueprint for a scientific development".[80] +

+ +

+ Allan G. Bromley, in the 1990 article + Difference and Analytical Engines: +

+ +
+

+ All but one of the programs cited in her notes had + been prepared by Babbage from three to seven years + earlier. The exception was prepared by Babbage for + her, although she did detect a "bug" in it. Not only + is there no evidence that Ada ever prepared a + program for the Analytical Engine, but her + correspondence with Babbage shows that she did not + have the knowledge to do so.[81] +

+
+ +

+ Bruce Collier wrote that Lovelace "made a considerable + contribution to publicizing the Analytical Engine, but + there is no evidence that she advanced the design or + theory of it in any way".[82] +

+ +

+ Doron Swade + has said that Ada only published the first computer + program instead of actually writing it, but agrees + that she was the only person to see the potential of + the analytical engine as a machine capable of + expressing entities other than quantities.[83] +

+ +

+ In his book, Idea Makers, + Stephen Wolfram + defends Lovelace's contributions. While acknowledging + that Babbage wrote several unpublished algorithms for + the Analytical Engine prior to Lovelace's notes, + Wolfram argues that "there's nothing as + sophisticated—or as clean—as Ada's computation of the + Bernoulli numbers. Babbage certainly helped and + commented on Ada's work, but she was definitely the + driver of it." Wolfram then suggests that Lovelace's + main achievement was to distill from Babbage's + correspondence "a clear exposition of the abstract + operation of the machine—something which Babbage never + did".[84] +

+
+
+
+
+

+ Insight into potential of computing devices +

+
+

+ In her notes, Ada Lovelace emphasised the difference + between the Analytical Engine and previous calculating + machines, particularly its ability to be programmed to + solve problems of any complexity.[85] + She realised the potential of the device extended far + beyond mere number crunching. In her notes, she wrote: +

+ + +
+

+ [The Analytical Engine] might act upon other things + besides number, were objects found whose mutual + fundamental relations could be expressed by those of + the abstract science of operations, and which should + be also susceptible of adaptations to the action of + the operating notation and mechanism of the + engine...Supposing, for instance, that the fundamental + relations of pitched sounds in the science of harmony + and of musical composition were susceptible of such + expression and adaptations, the engine might compose + elaborate and scientific pieces of music of any degree + of complexity or extent.[86][87] +

+
+ +

+ This analysis was an important development from previous + ideas about the capabilities of computing devices and + anticipated the implications of modern computing one + hundred years before they were realised. + Walter Isaacson + ascribes Ada's insight regarding the application of + computing to any process based on + logical symbols to an observation about textiles: "When + she saw some + mechanical looms + that used + punchcards + to direct the weaving of beautiful + patterns, it reminded her of how Babbage's engine used punched + cards to make calculations."[88] + This insight is seen as significant by writers such as + Betty Toole and Benjamin Woolley, as well as the + programmer + John Graham-Cumming, whose project Plan 28 has the aim of constructing the + first complete Analytical Engine.[89][90][91] +

+ +

+ According to the historian of computing and Babbage + specialist + Doron Swade: +

+ +
+

+ Ada saw something that Babbage in some sense failed to + see. In Babbage's world his engines were bound by + number...What Lovelace saw...was that number could + represent entities other than quantity. So once you + had a machine for manipulating numbers, if those + numbers represented other things, letters, musical + notes, then the machine could manipulate symbols of + which number was one instance, according to rules. It + is this fundamental transition from a machine which is + a number cruncher to a machine for manipulating + symbols according to rules that is the fundamental + transition from calculation to computation—to + general-purpose computation—and looking back from the + present high ground of modern computing, if we are + looking and sifting history for that transition, then + that transition was made explicitly by Ada in that + 1843 paper.[92] +

+
+ +

+ Note G + also contains what came to be known as "Lady Lovelace's + Objection" to the concept of + artificial intelligence, so named by + Alan Turing + in his paper "Computing Machinery and Intelligence"[93][94] + The objection is Lovelace's statement that: +

+
+

+ The Analytical Engine has no pretensions whatever to + originate anything. It can do + whatever we know how to order it to + perform. It can follow analysis; but it has no power + of anticipating any analytical relations or truths. +

+
+

+ This objection has been the subject of much debate and + rebuttal, including in the paper that originally coined + it.[94] +

+
+
+
+

+ Distinction between mechanism and logical structure +

+
+

+ Lovelace recognized the difference between the details + of the computing mechanism, as covered in an 1834 + article on the Difference Engine,[95] + and the logical structure of the Analytical Engine, on + which the article she was reviewing dwelt. She noted + that different specialists might be required in each + area. +

+ +
+

+ The [1834 article] chiefly treats it under its + mechanical aspect, entering but slightly into the + mathematical principles of which that engine is the + representative, but giving, in considerable length, + many details of the mechanism and contrivances by + means of which it tabulates the various orders of + differences. M. Menabrea, on the contrary, exclusively + develops the analytical view; taking it for granted + that mechanism is able to perform certain processes, + but without attempting to explain how; and devoting + his whole attention to explanations and illustrations + of the manner in which analytical laws can be so + arranged and combined as to bring every branch of that + vast subject within the grasp of the assumed powers of + mechanism. It is obvious that, in the invention of a + calculating engine, these two branches of the subject + are equally essential fields of investigation... They + are indissolubly connected, though so different in + their intrinsic nature, that perhaps the same mind + might not be likely to prove equally profound or + successful in both.[66]: Note A  +

+
+
+
+
+
+

+ Commemoration +

+
+
+ Plaque to Ada Lovelace that reads "English Heritage, Ada Countess of Lovelace, 1815–1852, Pioneer of Computing lived here" +
+ Blue plaque + to Ada Lovelace in + St James's Square, London +
+
+ +

+ The computer language + Ada, created on behalf of the + United States Department of Defense, was named after Lovelace.[96] + The reference manual for the language was approved on 10 + December 1980 and the + Department of Defense Military Standard + for the language, MIL-STD-1815, was + given the number of the year of her birth.[97] +

+ +

+ In 1981, the + Association for Women in Computing + inaugurated its + Ada Lovelace Award.[98][99] + As of 1998, the + British Computer Society + (BCS) has awarded the + Lovelace Medal,[100] + and in 2008 initiated an annual competition for women + students.[101] + BCSWomen + sponsors the Lovelace Colloquium, an annual conference for + women undergraduates.[101] + In 2013, the + University of Deusto + in Spain established the + Ada Byron Award + for women in technology, which was subsequently expanded + to several Latin American countries.[102] +

+ +

+ Ada, the National College for Digital Skills, is a specialist + college of further education + and + higher education + in England, focused on digital skills. The college has + campuses in + London + (Pimlico) and + Manchester + (Ancoats). The college teaches degree-level apprenticeship, as + well as a sixth-form college for students aged 16 to + 19.[103][104] +

+ +

+ Ada Lovelace Day + is an annual event celebrated on the second Tuesday of + October,[105] + which began in 2009.[106] + Its goal is to "... raise the profile of women in science, technology, + engineering, and maths," and to "create new role models + for girls and women" in these fields.[106] + Events have included Wikipedia + edit-a-thons + with the aim of improving the representation of women on + Wikipedia in terms of articles and editors to reduce + unintended + gender bias on Wikipedia. +

+ +

+ The + Ada Initiative + was a non-profit organisation dedicated to increasing the + involvement of women in the + free culture + and + open source movements.[107] +

+ +

+ The building of the department of Engineering Mathematics + at the + University of Bristol + is called the Ada Lovelace Building.[108] +

+ +

+ The Engineering in Computer Science and Telecommunications + College building in + Zaragoza University + is called the Ada Byron Building.[109] +

+ +

+ The computer centre in the village of + Porlock, near where Lovelace lived, is named after her. +

+ +

+ Ada Lovelace House is a council-owned building in + Kirkby-in-Ashfield, Nottinghamshire, near where Lovelace spent her + infancy.[110][111] +

+ +

+ In 2012, a + Google Doodle + and blog post honoured her on her birthday.[112][113] + In 2013, + Ada Developers Academy + was founded and named after her. Its mission is to + diversify tech by providing women and gender-diverse + people the skills, experience, and community support to + become professional software developers to change the face + of tech.[114] + On 17 September 2013, the + BBC Radio 4 + biography programme + Great Lives + devoted an episode to Ada Lovelace; she was sponsored by + TV presenter + Konnie Huq.[115] +

+ +
+ +
+ Lovelace statue in Millbank, City of Westminster, London +
+
+ +

+ As of November 2015, all new + British passports + have included an illustration of Lovelace and Babbage.[116][117] + In 2017, a Google Doodle honoured her with other women on + International Women's Day.[118] + On 2 February 2018, + Satellogic, a high-resolution + Earth observation + imaging and analytics company, launched a + ÑuSat + type + micro-satellite + named in honour of Ada Lovelace.[119] + In March 2018, + The New York Times + published a belated obituary for Ada Lovelace.[120] +

+ +

+ On 27 July 2018, + Senator Ron Wyden + submitted, in the + United States Senate, the designation of 9 October 2018 as National Ada + Lovelace Day: "To honor the life and contributions of Ada + Lovelace as a leading woman in science and mathematics". + The resolution (S.Res.592)[121] + was considered, and agreed to without amendment and with a + preamble by unanimous consent. In November 2020 it was + announced that + Trinity College Dublin, whose library had previously held forty busts, all of + them of men, was commissioning four new busts of women, + one of whom was to be Lovelace. The four new busts (Ada + Lovelace, Mary Wollstonecraft, Augusta Gregory and + Rosalind Franklin) were unveiled on February 1, 2023 + [122] +

+ + + + + + + + + + + +
+ External videos +
+ video icon + “9 Millbank : Ada Lovelace Sculpture Takes Her Place In + Westminster St Edward”, 7 March 2022. +
+ +

+ In March 2022, a statue of Ada Lovelace was installed at + the site of the former Ergon House in the + City of Westminster, London, honouring its scientific history. The + redevelopment was part of a complex with + Imperial Chemical House.[123] + The statue was sculpted by Etienne and Mary Millner and + based on the portrait by + Margaret Sarah Carpenter. The sculpture was unveiled on International Women's + Day, 2022. It stands on the 7th floor of Millbank Quarter + overlooking the junction of Dean Bradley Street and + Horseferry Road.[124] +

+ + +

+ The 2022 + graphics processor + microarchitecture + from + Nvidia + is named + Ada Lovelace.[125] + In July 2023, the + Royal Mint + issued four commemorative + ÂŁ2 coins + in various metals to "honour the innovative contributions + of computer science visionary Ada Lovelace and her legacy + as a female trailblazer."[126] +

+ +

+ In 2025, the + National Portrait Gallery + acquired three images of Lovelace–the only known + photographs of Lovelace.[127] + Two were daguerreotypes by + Antoine Claudet + and were taken around 1843.[128][129] + The third was by an unknown photographer and is of + Henry Wyndham Phillips’ portrait of Lovelace.[130] +

+ +

+ In February 2026, a statue of Lovelace was unveiled on the + Hinckley + campus of the North Warwickshire and South Leicestershire + College.[131] +

+ +
+
+

+ Bicentenary (2015) +

+
+

+ The bicentenary of Ada Lovelace's birth was celebrated + with a number of events, including:[132] +

+ + + +

+ Special exhibitions were displayed by the + Science Museum + in London, England[141] + and the + Weston Library + (part of the + Bodleian Library) in + Oxford, England.[142] +

+
+
+
+
+ +
+
+ Illustration of Ada Lovelace's portrait in a gold frame +
+ An illustration inspired by the + A. E. Chalon + portrait created for the + Ada Initiative, which supported open technology and women +
+
+ +
+
+

+ Novels, plays and poetry +

+
+

+ Lovelace is portrayed in + Romulus Linney's 1977 play + Childe Byron.[143] + In + Tom Stoppard's 1993 play + Arcadia, the precocious teenage genius Thomasina Coverly—a + character "apparently based" on Ada Lovelace (the play + also involves + Lord Byron)—comes to understand + chaos theory, and theorises the + second law of thermodynamics, before either is officially recognised.[144][145] +

+ +

+ In the 1990 + steampunk + novel + The Difference Engine + by + William Gibson + and + Bruce Sterling,[146] + Lovelace delivers a lecture on the "punched cards" + programme which proves + GĂśdel's incompleteness theorems + decades before their actual discovery. Lovelace and + Mary Shelley + as teenagers are the central characters in + Jordan Stratford's steampunk series, + The Wollstonecraft Detective Agency.[147] +

+ +

+ Lovelace features in + John Crowley's 2005 novel, + Lord Byron's Novel: The Evening Land, + as an unseen character whose personality is forcefully + depicted in her annotations and anti-heroic efforts to + archive her father's lost novel.[148] +

+ +

+ The 2015 play Ada and the Engine by + Lauren Gunderson + portrays Lovelace and Charles Babbage in unrequited + love, and it imagines a post-death meeting between + Lovelace and her father.[149][150] + Lovelace and Babbage are also the main characters in + Sydney Padua's webcomic and graphic novel + The Thrilling Adventures of Lovelace and Babbage. The comic features extensive footnotes on the history + of Ada Lovelace, and many lines of dialogue are drawn + from actual correspondence.[151] +

+ +

+ Poet + Jessy Randall + included a tribute to Lovelace in her 2025 collection of + poems about women scientists, + The Path of Most Resistance.[152] +

+
+
+
+

Film and television

+
+

+ In the 1997 film + Conceiving Ada, a computer scientist obsessed with Ada finds a way of + communicating with her in the past by means of "undying + information waves".[153] +

+ +

+ Lovelace, identified as Ada Augusta Byron, is portrayed + by Lily Lesser in the second series of + The Frankenstein Chronicles + aired on ITV in 2017.[154] + She is employed as an "analyst" to provide the workings + of a life-sized humanoid automaton. The brass workings + of the machine are reminiscent of Babbage's analytical + engine. Her employment is described as keeping her + occupied until she returns to her studies in advanced + mathematics.[155] +

+ +

+ "Lovelace" is the name of the operating system designed + by the character Cameron Howe in + Halt and Catch Fire, which aired on + AMC + in the US in 2015.[156] +

+ +

+ In the documentary + Calculating Ada: The Countess of Computing + (2015), Dr Hannah Fry covers the life of Ada + Lovelace.[157] +

+ +

+ Lovelace and Babbage appear as characters in the + second season + of the ITV series + Victoria + (2017). + Emerald Fennell + portrays Lovelace in the episode, "The Green-Eyed + Monster."[158] +

+ +

+ Lovelace features as a character in "Spyfall, Part 2", the second episode of + Doctor Who, series 12, which first aired on + BBC One + on 5 January + 2020.[159] + The character was portrayed by Sylvie Briggs, alongside + characterisations of Charles Babbage and + Noor Inayat Khan.[159] +

+
+
+
+

Games

+
+
    +
  • + In the board game Ada's Dream (2025) + the player(s) will help Ada finish her work on the + Analytical Engine.[160] +
    • +
  • + A clone of Ada Lovelace appears in the 2023 video game + Starfield + [161] +
    • +
  • + Ada Lovelace is a playable leader in + Sid Meier's Civilization VII.[162] +
    • +
+
+
+
+

Computing and STEM

+
+ +
+
+
+

Other

+
+
+ +
+ Green plaque in Ealing +
+
+
+ +
+ Blue plaque at Mallory Park +
+
+
+ +
+ Ada Lovelace Memorial +
+
+ +
+
+
+
+

Publications

+
+
    +
  • + Lovelace, Ada King. + Ada, the Enchantress of Numbers: A Selection from the + Letters of Lord Byron's Daughter and her Description + of the First Computer. Mill Valley, CA: Strawberry Press, 1992. + ISBN 978-0-912647-09-8. +
    • +
  • + Menabrea, Luigi Federico; Lovelace, Ada (1843). + "Sketch of the Analytical Engine invented by + Charles Babbage... with notes by the translator. + Translated by Ada Lovelace". In Richard Taylor (ed.). Scientific Memoirs. + Vol. 3. London: + Richard and John E. Taylor. pp. 666–731. Archived from + the original + on 29 May 2023. + +
    • +
+ +
+
+

Publication history

+
+

+ Six copies of the 1843 first edition of + Sketch of the Analytical Engine with + Ada Lovelace's "Notes"[66] + have been located. Three are held at Harvard University, + one at the University of Oklahoma, and one at the United + States Air Force Academy.[188] + On 20 July 2018, the sixth copy was sold at auction to + an anonymous buyer for ÂŁ95,000.[189] + A digital facsimile of one of the copies in the Harvard + University Library is available online.[60] +

+ +

+ In December 2016, a letter written by Ada Lovelace was + forfeited by + Martin Shkreli + to the New York State Department of Taxation and Finance + for unpaid taxes owed by Shkreli.[190] +

+
+
+
+
+

See also

+
+ +
+ +
+
+
+
+

Explanatory notes

+
+ +
+
+
    +
  1. + ↑ + William King, her tutor, and William King, her + future husband, were not related. +
    2. +
  2. + ↑ + Some writers give it as "Enchantress of + Numbers". +
    3. +
+
+
+
+
+
+

References

+
+
+
+

Citations

+
+ +
+
+
    +
  1. + ↑ + "Only known photographs of Ada Lovelace in + Bodleian Display". 14 October 2015. +
    2. +
  2. + ↑ + "Ada Lovelace Biography". biography.com. 6 May + 2021. +
    3. +
  3. + ↑ + Jaeger, Lars (2023), + "Ada Lovelace (1815–1852): Inventor of + Computer Algorithms", in Jaeger, Lars (ed.), + Women of Genius in Science : Whose Frequently Overlooked Contributions + Changed the World, Cham: Springer International Publishing, + pp. 71–82, + doi:10.1007/978-3-031-23926-7_7, + ISBN 978-3-031-23926-7, retrieved + 30 September + 2025 +
    4. +
  4. + ↑ + Toole 1998, pp. 234–235. +
    5. +
  5. + ↑ + Toole 1998, pp. 156–157. +
    6. +
  6. + ↑ + Toole, Betty Alexandra (2010). + Ada, the Enchantress of Numbers:Poetical + Science + (Kindle ed.). Critical Connection. pp. Location 641. +
    7. +
  7. + ↑ + Fuegi + & + Francis 2003, pp. 19, 25. +
    8. +
  8. + 1 + 2 + Toole, Betty Alexandra (1987), "Poetical + Science", The Byron Journal, + 15: + 55–65, + doi:10.3828/bj.1987.6. +
    9. +
  9. + 1 + 2 + Turney 1972, p. 35. +
    10. +
  10. + 1 + 2 + Stein 1985, p. 17. +
    11. +
  11. + ↑ + Stein 1985, p. 16. +
    12. +
  12. + ↑ + Woolley 1999, p. 80. +
    13. +
  13. + ↑ + Turney 1972, pp. 36–38. +
    14. +
  14. + ↑ + Woolley 1999, pp. 74–77. +
    15. +
  15. + ↑ + Turney 1972, p. 138. +
    16. +
  16. + ↑ + Woolley 1999, p. 10. +
    17. +
  17. + ↑ + Woolley 1999, pp. 85–87. +
    18. +
  18. + ↑ + Woolley 1999, p. 86. +
    19. +
  19. + ↑ + Woolley 1999, p. 119. +
    20. +
  20. + ↑ + Woolley 1999, pp. 120–21. +
    21. +
  21. + ↑ + Turney 1972, p. 155. +
    22. +
  22. + ↑ + Woolley 1999, pp. 138–40. +
    23. +
  23. + 1 + 2 + Turney 1972, p. 138. +
    24. +
  24. + ↑ + Turney 1972, pp. 138–39. +
    25. +
  25. + 1 + 2 + Turney 1972, p. 139. +
    26. +
  26. + ↑ + A History of the County of Surrey: Volume + 3. Parishes: East Horsley. Retrieved + 26 February + 2017. + Horsley Towers is a large house standing in + a park of 300 acres, the seat of the Earl of + Lovelace. The old house was rebuilt about + 1745. The present house was built by Sir + Charles Barry for Mr. Currie on a new site, + between 1820 and 1829, in Elizabethan style. + Mr. Currie, who owned the combined manors, + 1784–1829, rebuilt most of the houses in the + village and restored the church. +
    27. +
  27. + ↑ + Wright, Brian (2015). + Andrew Crosse and the mite that shocked the + world: The life and work of an electrical + pioneer. Matador. p. 262. + ISBN 978-1-78462-438-5. +
    28. +
  28. + ↑ + "New York Fifty Years Ago". + Macon Georgia Telegraph. + Macon, Georgia. 9 April 1841. p. 3 + – + via + NewspaperArchive.com. +
    29. +
  29. + ↑ + Woolley 1999, pp. 285–86. +
    30. +
  30. + ↑ + Woolley 1999, pp. 289–96. +
    31. +
  31. + ↑ + Turney 1972, p. 159. +
    32. +
  32. + ↑ + Turney 1972, p. 160. +
    33. +
  33. + ↑ + Moore 1961, p. 431. +
    34. +
  34. + ↑ + Woolley 1999, p. 302. +
    35. +
  35. + ↑ + Schaffer, Simon. + "Babbage's Dancer". the hypermedia research centre. Archived + from + the original + on 28 June 2003. Retrieved + 4 August + 2017. +
    36. +
  36. + ↑ + Woolley 1999, pp. 340–42. +
    37. +
  37. + ↑ + Woolley 1999, pp. 336–37. +
    38. +
  38. + ↑ + Woolley 1999, p. 361. +
    39. +
  39. + ↑ + Stein 1985, pp. 28–30. +
    40. +
  40. + ↑ + Thomas J. Misa, "Charles Babbage, Ada Lovelace, + and the Bernoulli Numbers" in + Ada's Legacy: Cultures of Computing from the + Victorian to the Digital Age, edited by Robin Hammerman and Andrew L. + Russell (ACM Books, 2015), pp. 18–20, + doi:10.1145/2809523. +
    41. +
  41. + ↑ + Stein 1985, p. 82. +
    42. +
  42. + ↑ + Toole 1998, p. 99. +
    43. +
  43. + ↑ + Toole 1998, pp. 91–100. +
    44. +
  44. + ↑ + "December 1852 1a * MARYLEBONE – Augusta Ada Lovelace", + Register of Deaths, + GRO. +
    45. +
  45. + ↑ + Baum 1986, pp. 99–100. +
    46. +
  46. + ↑ + Lowy, Ilana (10 November 2011). + A Woman's Disease: The History of + Cervical Cancer. OUP Oxford. + ISBN 978-0-19-954881-1. +
    47. +
  47. + ↑ + Woolley 1999, p. 370. +
    48. +
  48. + ↑ + Woolley 1999, p. 369. +
    49. +
  49. + ↑ + Wolfram, Stephen (22 December 2015). + "Untangling the Tale of Ada Lovelace". WIRED. Retrieved + 6 April + 2024. +
    50. +
  50. + ↑ + Woolley 1999, p. 198. +
    51. +
  51. + ↑ + Woolley 1999, pp. 232–33. +
    52. +
  52. + ↑ + Woolley 1999, p. 305. +
    53. +
  53. + ↑ + Woolley 1999, pp. 310–14. +
    54. +
  54. + ↑ + Woolley 1999, pp. 315–17. +
    55. +
  55. + ↑ + Woolley 1999, p. 335. +
    56. +
  56. + ↑ + Toole 1998, pp. 36–38. +
    57. +
  57. + 1 + 2 + Wolfram, Stephen + (10 December 2015). + "Untangling the Tale of Ada Lovelace". Stephen Wolfram Writings. + Then, on Sept. 9, Babbage wrote to Ada, + expressing his admiration for her and + (famously) describing her as 'Enchantress of + Number' and 'my dear and much admired + Interpreter'. (Yes, despite what's often + quoted, he wrote 'Number' not 'Numbers'.) +
    58. +
  58. + ↑ + Füegi, John; Francis, Jo (14 August 2015). + "Lovelace & Babbage and the creation of + the 1843 'notes'" + (PDF). ACM Inroads. + 6 (3): + 78–86. + doi:10.1145/2810201. + ISSN 2153-2184. + S2CID 7666218. Archived from + the original + on 15 February 2020. + She became the first person known to have + crossed the intellectual threshold between + conceptualizing computing as only for + calculation on the one hand, and on the + other hand, computing as we know it today: + with wider applications made possible by + symbolic substitution. +
    59. +
  59. + ↑ + Huskey, Velma R.; + Huskey, Harry D. + (1980). "Lady Lovelace and Charles Babbage". + Annals of the History of Computing. 2 (4): + 299–329. + Bibcode:1980IAHC....2d.299H. + doi:10.1109/MAHC.1980.10042. + S2CID 2640048. +
    60. +
  60. + 1 + 2 + Menabrea 1843. +
    61. +
  61. + ↑ + Green, Christopher (2001). + "Charles Babbage, the Analytical Engine, + and the Possibility of a 19th-Century + Cognitive Science". York University. Retrieved + 2 September + 2018. +
    62. +
  62. + ↑ + Woolley 1999, p. 265. +
    63. +
  63. + ↑ + Woolley 1999, p. 267. +
    64. +
  64. + 1 + 2 + Woolley 1999, p. 307. +
    65. +
  65. + ↑ + Woolley 1999, pp. 277–80. +
    66. +
  66. + 1 + 2 + 3 + "Sketch of + The Analytical Engine, + with notes upon the Memoir by the + Translator". Switzerland: fourmilab.ch. October + 1842. Retrieved + 28 March + 2014. +
    67. +
  67. + 1 + 2 + Hammerman, Robin; Russell, Andrew L., eds. + (2015). + Ada's Legacy: Cultures of Computing from + the Victorian to the Digital Age. Morgan & Claypool. + doi:10.1145/2809523. + ISBN 978-1-97000-149-5. + S2CID 62018931. +
    68. +
  68. + ↑ + Bromley 1982, p. 215. +
    69. +
  69. + ↑ + Bromley 1990, p. 89. +
    70. +
  70. + ↑ + Ventana al Conocimiento (9 December 2015). + "Ada Lovelace: Original and Visionary, but + No Programmer". Archived from + the original + on 25 March 2016. +
    71. +
  71. + 1 + 2 + 3 + Kim + & + Toole 1999. +
    72. +
  72. + ↑ + Bowden, B.V., ed. (1953). + Faster than Thought: A Symposium on + Digital Computing Machines. London: Pitman. + OCLC 1053355. + OL 13581728M. +
    73. +
  73. + ↑ + Haugtvedt, Erica; Abata, Duane (2021). + "Ada Lovelace: First Computer Programmer + and Hacker?". + ASEE Virtual Annual Conference Content + Access. ASEE Conferences. + doi:10.18260/1-2--36646. +
    74. +
  74. + ↑ + Adams, Beverley (2023). + Ada Lovelace: The World's First Computer + Programmer. Philadelphia, USA: Pen & Sword History. + ISBN 9781399082532. +
    75. +
  75. + ↑ + Gleick, James + (2011). + The Information: A History, a Theory, a + Flood. London: Fourth Estate. pp. 116–118. +
    76. +
  76. + ↑ + Simonite, Tom (24 March 2009). + "Short Sharp Science: Celebrating Ada + Lovelace: the 'world's first + programmer'". + New Scientist. Archived from + the original + on 27 March 2009. +
    77. +
  77. + ↑ + Parker, Matt (2014). + Things to Make and Do in the Fourth + Dimension. Farrar, Straus & Giroux. p. 261. + ISBN 978-0-374-27565-5. +
    78. +
  78. + ↑ + Babbage, Charles (1864). + Passages from the life of a + philosopher. Internet Archive. New Brunswick, N.J. : Rutgers University Press; Piscataway, + N.J. : IEEE Press. + We discussed together the various + illustrations that might be introduced: I + suggested several, but the selection was + entirely her own. So also was the algebraic + working out of the different problems, + except, indeed, that relating to the numbers + of Bernouilli, which I had offered to do to + save Lady Lovelace the trouble. This she + sent back to me for an amendment, having + detected a grave mistake which I had made in + the process. + New edition 1994.ISBN 978-0-8135-2066-7 +
    79. +
  79. + ↑ + Bromley, Allan G. (July–September 1982). + "Charles Babbage's Analytical Engine, + 1838" + (PDF). + IEEE Annals of the History of Computing. 4 (3): + 197–217. + Bibcode:1982IAHC....4c.196B. + doi:10.1109/mahc.1982.10028. + S2CID 2285332. Archived from + the original + (PDF) + on 26 February 2021. Retrieved + 25 December + 2015. + p. 197. +
    80. +
  80. + ↑ + Stein, Dorothy K. + (1984). "Lady Lovelace's Notes: Technical Text + and Cultural Context". + Victorian Studies. + 28 (1): + 33–67. + p. 34. +
    81. +
  81. + ↑ + Bromley, Allan G. + (1990). + "Difference and Analytical Engines" + (PDF). In Aspray, William (ed.). + Computing Before Computers. + Ames: Iowa State University Press. pp. 59–98. + ISBN 0-8138-0047-1. + Archived + (PDF) + from the original on 9 October 2022. + p. 89. +
    82. +
  82. + ↑ + Collier, Bruce (1990). + The Little Engines that Could've: The + Calculating Machines of Charles Babbage. + Garland Science. p. 181. + ISBN 0-8240-0043-9. +
    83. +
  83. + ↑ + Swade, Doron + (12 May 2008). + Charles Babbage and Difference Engine No. + 2 + (Speech). Talks at Google. Mountain View, CA: + Talks at Google via YouTube. + Archived + from the original on 22 November 2021. Retrieved + 29 November + 2018. +
    84. +
  84. + ↑ + Wolfram, Stephen (2016). + Idea Makers: Personal Perspectives on the + Lives & Ideas of Some Notable People. Wolfram Media. pp. 45–98. + ISBN 978-1-57955-003-5. +
    85. +
  85. + ↑ + Toole 1998, pp. 175–82. +
    86. +
  86. + ↑ + Lovelace, Ada; Menabrea, Luigi (1842). + "Sketch of the Analytical Engine invented by + Charles Babbage Esq". + Scientific Memoirs. Richard Taylor: 694. +
    87. +
  87. + ↑ + Hooper, Rowan (16 October 2012). + "Ada Lovelace: My brain is more than merely + mortal". + New Scientist. Retrieved + 16 October + 2012. +
    88. +
  88. + ↑ + Isaacson, Walter + (18 September 2014). + "Walter Isaacson on the Women of ENIAC". + Fortune. +
    89. +
  89. + ↑ + Toole 1998, pp. 2–3, 14. +
    90. +
  90. + ↑ + Woolley 1999, pp. 272–77. +
    91. +
  91. + ↑ + Ken t, Leo (17 September 2012). + "The 10-year-plan to build Babbage's + Analytical Engine". Humans Invent. Archived from the original + on 14 October 2012. Retrieved + 16 October + 2012. +
    92. +
  92. + ↑ + Fuegi + & + Francis 2003. +
    93. +
  93. + ↑ + Turing, Alan (2004). Stuart Shieber (ed.). + "Computing Machinery and Intelligence". + The Turing Test: Verbal Behavior as the + Hallmark of Intelligence. MIT Press: + 67–104. + ISBN 978-0-262-26542-3.{{cite journal}}: CS1 maint: periodical has ISBN (link) +
    94. +
  94. + 1 + 2 + Gonçalves, Bernardo (January 2024). + "Lady Lovelace's Objection: The + Turing–Hartree Disputes Over the Meaning of + Digital Computers, 1946–1951". + IEEE Annals of the History of Computing. 46 (1): + 6–18. + doi:10.1109/MAHC.2023.3326607. + ISSN 1058-6180. +
    95. +
  95. + ↑ + Lardner, D. (July 1834). + "Babbage's calculating engine". Edinburgh Review: + 263–327. Retrieved + 11 October + 2022. + In WikiSource and also reprinted in + The works of Charles Babbage, + Vol 2, p. 119ff +
    96. +
  96. + ↑ + "Ada Lovelace | Lemelson". lemelson.mit.edu. Retrieved + 16 July + 2025. +
    97. +
  97. + ↑ + Deffree, Suzanne (10 December 2019). + "Ada Lovelace is born, December 10, + 1815". EDN. Retrieved + 16 July + 2025. +
    98. +
  98. + ↑ + Webster, Valerie J. (2000). + Awards, Honors & Prizes: United + States and Canada. Gale Group. + ISBN 978-0-7876-3401-8. +
    99. +
  99. + ↑ + "Association for Women in Computing". Retrieved + 1 June + 2017. +
    100. +
  100. + ↑ + "Lovelace Lecture & Medal". + BCS. Archived from + the original + on 26 August 2006. +
    101. +
  101. + 1 + 2 + "BCSWomen Lovelace Colloquium". UK. Archived from + the original + on 22 February 2014. Retrieved + 4 March + 2014. +
    102. +
  102. + ↑ + "Deusto celebra el Día de Ada Lovelace, la + protagonista del Premio Ada Byron a la Mujer + Tecnóloga que organiza Ingeniería" + [Deusto Celebrates Ada Lovelace Day, Honoring + the Protagonist of the Ada Byron Award for + Women in Technology, Organized by the + Engineering Department] + (in Spanish). + University of Deusto. 13 October 2015. Retrieved + 7 November + 2025. +
    103. +
  103. + ↑ + Davis, Anna (10 March 2016). + "New college in north London 'will boost + women in tech sector'". London Evening Standard. Retrieved + 16 March + 2016. +
    104. +
  104. + ↑ + Inspection of Ada, the National College for + Digital Skills + (PDF) + (Report). + Ofsted. 14–17 March 2023. + Archived + (PDF) + from the original on 18 July 2024. Retrieved + 2 December + 2024. +
    105. +
  105. + ↑ + "Ada Lovelace Day – Celebrating the + achievements of women in science, + technology, engineering and maths". findingada.com. Retrieved + 27 March + 2023. +
    106. +
  106. + 1 + 2 + "Ada Lovelace Day: We should never forget + the first computer programmer". The Independent. 8 + October 2018. + Archived + from the original on 8 October 2018. Retrieved + 27 February + 2019. +
    107. +
  107. + ↑ + Aurora, Valerie (13 December 2011), + "An update on the Ada Initiative", LWN, retrieved + 5 October + 2012 +
    108. +
  108. + ↑ + "The Ada Lovelace Building: a new home for + Engineering Mathematics at Bristol". University of Bristol. 8 + October 2020. Retrieved + 22 January + 2024. +
    109. +
  109. + ↑ + "Ada Byron Building". +
    110. +
  110. + ↑ + "Town-centre landmark renovated to boost + Kirkby's economy". + Mansfield and Ashfield Chad. + 11 May 2017. Retrieved + 29 November + 2018. +
    111. +
  111. + ↑ + "Ada Lovelace House Is Officially + Opened". Woodhead Construction. 18 October 2017. + Archived from + the original + on 16 May 2022. Retrieved + 29 November + 2018. +
    112. +
  112. + ↑ + "Ada Lovelace honoured by Google doodle". + The Guardian. London. 10 December 2012. Retrieved + 10 December + 2012. +
    113. +
  113. + ↑ + "Honouring computing's 1843 visionary, Lady + Ada Lovelace". + Google Doodles. 9 December 2012. Retrieved + 10 December + 2012. +
    114. +
  114. + ↑ + "History". Ada Developers Academy. Retrieved + 23 February + 2021. +
    115. +
  115. + ↑ + "Series 31, Konnie Huq on Ada Lovelace". + Great Lives. + BBC Radio 4. +
    116. +
  116. + ↑ + "Introducing the new UK passport design" + (PDF). HM Passport Office. + Archived + (PDF) + from the original on 9 October 2022. Retrieved + 20 April + 2018. +
    117. +
  117. + ↑ + Office, All photographs: HM Passport (3 + November 2015). + "New UK passport design – in pictures". The Guardian. +
    118. +
  118. + ↑ + "International Women's Day 2017". + Google Doodles. 8 March 2017. Retrieved + 8 March + 2017. +
    119. +
  119. + ↑ + Clark, Stephen (2 February 2018). + "China lofts earthquake research craft with + cluster of smaller satellites". Spaceflight Now. Retrieved + 4 February + 2018. +
    120. +
  120. + ↑ + Miller, Claire Cain (8 March 2018). + "A gifted mathematician who is now + recognized as the first computer + programmer". + The New York Times. + ProQuest 2611777591. Retrieved + 25 January + 2023. +
    121. +
  121. + ↑ + Ron, Wyden (25 July 2018). + "S.Res.592 – 115th Congress (2017–2018): A + resolution designating 9 October 2018, as + "National Ada Lovelace Day" and honoring the + life and legacy of Ada Lovelace, the first + computer programmer". congress.gov. Retrieved + 9 October + 2018. +
    122. +
  122. + ↑ + Burns, Sarah (26 November 2020). + "Four new statues to end Trinity Long + Room's 'men only' image". + The Irish Times. Retrieved + 29 November + 2020. +
    123. +
  123. + ↑ + "Millbank & Ergon House". Eric Parry. Retrieved + 30 November + 2022. +
    124. +
  124. + ↑ + "Public Art Proposal for Ergon House For + approval by Westminster City Council" + (PDF). + Planning Alerts – Document Repository. + Archived + (PDF) + from the original on 9 October 2022. Retrieved + 7 March + 2022. +
    125. +
  125. + ↑ + "Ada Lovelace Architecture". NVIDIA. Retrieved + 7 May + 2026. +
    126. +
  126. + ↑ + Rigby, John. + "Coins". Royal Mint. Retrieved + 31 July + 2023. +
    127. +
  127. + ↑ + "Bonhams : Only Known Photographs Of Ada Lovelace + Acquired Through Bonhams By The National + Portrait Gallery". www.bonhams.com. Retrieved + 14 January + 2026. +
    128. +
  128. + ↑ + "Ada Lovelace - National Portrait + Gallery". www.npg.org.uk. Retrieved + 14 January + 2026. +
    129. +
  129. + ↑ + "Ada Lovelace - National Portrait + Gallery". www.npg.org.uk. Retrieved + 14 January + 2026. +
    130. +
  130. + ↑ + "Ada Lovelace - National Portrait + Gallery". www.npg.org.uk. Retrieved + 14 January + 2026. +
    131. +
  131. + ↑ + "Statue of computing pioneer Ada Lovelace + unveiled in Hinckley". www.bbc.com. 1 February + 2026. Retrieved + 2 February + 2026. +
    132. +
  132. + ↑ + "Ada Lovelace Day". Findingada.com. Archived + from + the original + on 28 December 2015 + – + via Internet Archive. +
    133. +
  133. + ↑ + "Ada Lovelace Bicentenary Lectures on + Computability". Ada Lovelace Day. + FindingAda.com. 31 January 2016. Retrieved + 11 January + 2016. +
    134. +
  134. + ↑ + "The Ada Lovelace Bicentenary Lectures on + Computability". Israel Institute for Advanced Studies. 31 + January 2016. Retrieved + 11 January + 2016. +
    135. +
  135. + ↑ + "Ada Lovelace Symposium – Celebrating 200 + Years of a Computer Visionary". Podcasts. UK: University + of Oxford. 18 December 2015. Retrieved + 11 January + 2016. +
    136. +
  136. + ↑ + "Brochure Downloads". + Edinburgh International Science + Festival. Archived from + the original + on 1 June 2020. Retrieved + 9 October + 2018. +
    137. +
  137. + ↑ + Busquets, Jordi Pueyo (19 April 2018). + "4.400 bombillas para la silenciada + historia de la mujer que escribió la primera + 'app' en 1843" + [4,400 light bulbs for the silenced story of + the woman who wrote the first 'app' in + 1843]. + El País + (in Spanish). + ISSN 1134-6582. Retrieved + 9 October + 2018. +
    138. +
  138. + ↑ + Gorey, Colm (11 October 2016). + "Meet the woman bringing the magic of Ada + Lovelace to the masses". Silicon Republic. Retrieved + 9 October + 2018. +
    139. +
  139. + ↑ + "Ada.Ada.Ada". adatheshow.com. + 2016. +
    140. +
  140. + ↑ + Scratchweb (16 May 2017), + Ada.Ada.Ada, retrieved + 9 October + 2018 +
    141. +
  141. + ↑ + "Ada Lovelace". UK: Science Museum, London. Retrieved + 11 January + 2016. +
    142. +
  142. + ↑ + "Bodleian Libraries celebrates Ada + Lovelace's 200th birthday with free display + and Wikipedia editathons". UK: + Bodleian Libraries. Retrieved + 11 January + 2016. +
    143. +
  143. + ↑ + Klein, Alvin + (13 May 1984). + "Theatre in review: A lusty Byron in + Rockland". + The New York Times. + ProQuest 425075032. +
    144. +
  144. + ↑ + Leithauser, Brad (8 August 2013). + "Tom Stoppard's 'Arcadia,' at Twenty". + The New Yorker. +
    145. +
  145. + ↑ + Profile, Gale Edwards, 1994, Director of "Arcadia" for + the Sydney Theatre Company +
    146. +
  146. + ↑ + Plant, Sadie (1995). "The Future Looms: + Weaving Women and Cybernetics". In + Featherstone, Mike; Burrows, Roger (eds.). + Cyberspace/Cyberbodies/Cyberpunk: + Cultures of Technological Embodiment. SAGE Publications, in association with + Theory, Culture & Society, School of Human + Studies, University of Teesside. pp. 45–64. + ISBN 978-1-84860-914-3. +
    147. +
  147. + ↑ + Moyer, Edward (13 April 2012). + "Can Jane Austen + steampunk spark girls' + science fire?". Retrieved + 26 February + 2017. +
    148. +
  148. + ↑ + Straub, Peter + (5 June 2005). + "Byron's heir". + Los Angeles Times. + Archived + from the original on 10 November 2013. +
    149. +
  149. + ↑ + Hurwitt, Sam. + "Ada and the Memory Engine". KQED. Archived from + the original + on 6 September 2015. +
    150. +
  150. + ↑ + Costello, Elizabeth (22 October 2015). + "Ada and the Memory Engine: Love by the + Numbers". + SF Weekly. Archived from + the original + on 6 April 2016. Retrieved + 14 November + 2015. +
    151. +
  151. + ↑ + Doctorow, Cory (5 October 2009). + "Comic about Ada Lovelace and Charles + Babbage". BoingBoing. Retrieved + 10 October + 2014. +
    152. +
  152. + ↑ + Randall, Jessy + (2025). + The Path of Most Resistance: Poems on Women + in Science. London: Goldsmiths Press. p. 13. + ISBN 9781915983275. +
    153. +
  153. + ↑ + Holden, Stephen + (26 February 1999). + "'Conceiving Ada': Calling Byron's Daughter, + Inventor of a Computer". + The New York Times. + ProQuest 2235172968. +
    154. +
  154. + ↑ + "The Frankenstein Chronicles" Not John + Marlott (TV Episode 2017) - Lilit Lesser + as Ada Byron - IMDb. Retrieved + 29 April + 2025 + – + via www.imdb.com. +
    155. +
  155. + ↑ + "Episode 2 - Not John Marlott". ITV Press Centre. Retrieved + 10 February + 2025. +
    156. +
  156. + ↑ + Biscotti, Steven (25 May 2015). + "Still On Fire: Recap/Review of Halt and + Catch Fire "Adventure"". What'cha Reading?. Retrieved + 20 August + 2023. +
    157. +
  157. + ↑ + "Calculating Ada: The Countess of + Computing". BBC. Retrieved + 15 June + 2025. +
    158. +
  158. + ↑ + "The Green-Eyed Monster". IMDb. 14 January + 2018. +
    159. +
  159. + 1 + 2 + Dawson, Nick (13 January 2020). + "Historical computing pioneer Ada Lovelace + from Hinckley stars in BBC's Doctor Who". + Leicester Mercury. Retrieved + 14 December + 2020. +
    160. +
  160. + ↑ + "Build the first-ever computer in crunchy + board game Ada's Dream from Arborea + studio". 16 February 2024. +
    161. +
  161. + ↑ + "You Won't Believe Starfield Includes This + Historical Figure As A Companion". screenrant.com. 14 + September 2023. Retrieved + 15 March + 2025. +
    162. +
  162. + ↑ + "Ada Lovelace leader, Sid Meier's + Civilization VII". civilization.2k.com. Retrieved + 5 March + 2025. +
    163. +
  163. + ↑ + "BCS Lovelace Lecture 2020/21 - Prof Marta + Kwiatkowska + | + BCS". www.bcs.org. +
    164. +
  164. + ↑ + University, Durham. + "Lovelace Lecture Series - Durham + University". www.durham.ac.uk. +
    165. +
  165. + ↑ + "The Ada Lovelace Building: a home for + Engineering Mathematics at Bristol". + engineering.blogs.bristol.ac.uk. 8 October 2020. Retrieved + 23 March + 2025. +
    166. +
  166. + ↑ + "Ada Lovelace Building". kat.uk. +
    167. +
  167. + ↑ + "Ada Byron Building". webdiis.unizar.es. +
    168. +
  168. + ↑ + "Ada Byron Research Centre - Home - + University of Malaga". uma.es. Retrieved + 19 May + 2025. +
    169. +
  169. + ↑ + "Ada Lovelace Institute". + Alan Turing Institute. Retrieved + 6 March + 2025. +
    170. +
  170. + ↑ + "Ada Lovelace Center for Digital Humanities + in Berlin". ada.fu-berlin.de. +
    171. +
  171. + ↑ + "ADA Lovelace Center for Analytics, Data, + Applications". + Fraunhofer Institute for Integrated + Circuits IIS. +
    172. +
  172. + ↑ + "Ada Lovelace Excellence Scholarship | + Electronics and Computer Science | + University of Southampton". www.ecs.soton.ac.uk. Retrieved + 23 March + 2025. +
    173. +
  173. + ↑ + "Science and Technology Facilities Council: + About us". adalovelacecentre.ac.uk. + 20 March 2024. +
    174. +
  174. + ↑ + "Cardano (ADA) is now available on + Coinbase". + Coinbase. 19 March 2021. + Archived + from the original on 20 September 2022. Retrieved + 5 April + 2021. + The blockchain's native token, ADA, is + named after the 19th century mathematician, + Ada Lovelace +
    175. +
  175. + ↑ + "Ada". + Microsoft. +
    176. +
  176. + ↑ + Hampton, Jaime (20 September 2022). + "Nvidia Introduces New Ada Lovelace GPU + Architecture, OVX Systems, Omniverse + Cloud". HPCwire. Retrieved + 20 October + 2022. +
    177. +
  177. + ↑ + Aaron Klotz (20 September 2022). + "GeForce RTX 4090, RTX 4080 GPU Roundup". Tom's Hardware. Retrieved + 20 October + 2022. +
    178. +
  178. + ↑ + Manager, Content (24 February 2020). + "Ada Byron University Programming Contest + of the UPV". +
    179. +
  179. + ↑ + "Ealing Civic Society - A Plaque for Ada + Lovelace - Do Something Good". + dosomethinggood.ealing.gov.uk. 6 March 2019. Retrieved + 16 July + 2025. +
    180. +
  180. + ↑ + "Blue Plaques". Magnificent Women. Retrieved + 16 July + 2025. +
    181. +
  181. + ↑ + "Ada Byron | Pioneer of Computing | Blue + Plaques". English Heritage. Retrieved + 16 July + 2025. +
    182. +
  182. + ↑ + "Curriculum | Ada Lovelace C of E High + School". adalovelace.org.uk. Retrieved + 19 May + 2025. +
    183. +
  183. + ↑ + "MNT27280 - Ada Lovelace House - + Nottinghamshire Historic Environment + Record". + her.nottinghamshire.gov.uk. +
    184. +
  184. + ↑ + "New office plan for Ada house". 9 January 2017. +
    185. +
  185. + ↑ + "£280,000 Ada Lovelace House renovation + completed". 11 May 2017. +
    186. +
  186. + ↑ + "Ada Lovelace Suite + | + Seaham Hall Coastal Spa Resort, Durham". seaham-hall.co.uk. 23 + June 2022. +
    187. +
  187. + ↑ + "LOVELACE MEMORIAL APPROXIMATELY 30 METRES + SOUTH OF CHURCH OF ALL SAINTS, Kirkby + Mallory, Peckleton & Stapleton - 1187993 + | + Historic England". + historicengland.org.uk. +
    188. +
  188. + ↑ + "Sketch of the analytical engine invented + by Charles Babbage, Esq". Harvard University Library. Retrieved + 9 April + 2019. +
    189. +
  189. + ↑ + "Rare book by world's first computer + programmer sells for £95,000". mooreallen.co.uk. 23 July + 2018. Archived from + the original + on 10 October 2018. Retrieved + 9 April + 2019. +
    190. +
  190. + ↑ + Mangan, Dan (23 April 2018). + "Fight brews over Shkreli's Wu-Tang album + as 'pharma bro' gets banned by securities + industry". CNBC. Retrieved + 23 June + 2020. +
    191. +
+
+
+
+
+
+

+ General and cited sources +

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+ +
+ +
+
+
+
+
+

Further reading

+
+
    +
  • + Jennifer Chiaverini, 2017, Enchantress of Numbers, + Dutton, 426 pp. +
    • +
  • + Christopher Hollings, + Ursula Martin, and Adrian Rice, 2018, + Ada Lovelace: The Making of a Computer Scientist, + Bodleian Library, 114 pp. +
    • +
  • + Sadie Plant, + Zeroes + Ones : Digital Women in the New Technoculture + (London: Fourth Estate 1997). +
    • +
  • + Miranda Seymour, 2018, + In Byron's Wake: The Turbulent Lives of Byron's Wife + and Daughter: Annabella Milbanke and Ada Lovelace, Pegasus, 547 pp. +
    • +
  • + Jenny Uglow + (22 November 2018), "Stepping Out of Byron's Shadow", + The New York Review of Books, vol. LXV, no. 18, pp. 30–32. +
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+ + + + + + + + +
+ +
+ Retrieved from "https://en.wikipedia.org/w/index.php?title=Ada_Lovelace&oldid=1374881938" +
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    + + + + diff --git a/ts/tmp/browser-memory-acceptance/run-acceptance.mts b/ts/tmp/browser-memory-acceptance/run-acceptance.mts new file mode 100644 index 0000000000..41c3679454 --- /dev/null +++ b/ts/tmp/browser-memory-acceptance/run-acceptance.mts @@ -0,0 +1,321 @@ +// Copyright (c) Microsoft Corporation. +// Licensed under the MIT License. + +import assert from "node:assert/strict"; +import { mkdir, readFile, rm, writeFile } from "node:fs/promises"; +import path from "node:path"; +import { fileURLToPath } from "node:url"; +import { loadConfigSync } from "../../packages/config/src/index.js"; +import { + createDocMemorySettings, + docPartsFromHtml, +} from "../../packages/memory/conversation/src/index.js"; +import { + FileMemoryService, + createKnowProCorpusIndex, + type CorpusIndex, + type CorpusIndexMatch, + type IndexedDocument, + type JobProgress, + type MemoryKnowledgeGraph, +} from "../../packages/memory/service/src/index.js"; +import { openai } from "../../packages/aiclient/src/index.js"; +import { BrowserMemoryService } from "../../packages/agents/browser/src/agent/browserMemoryService.mjs"; + +const fixtureDirectory = path.dirname(fileURLToPath(import.meta.url)); +const fixturePath = path.join(fixtureDirectory, "ada-lovelace.html"); +const sourceUrl = "https://en.wikipedia.org/wiki/Ada_Lovelace"; +const capturedAt = "2026-09-21T00:00:00.000Z"; + +interface PersistedFixtureIndex { + documents: IndexedDocument[]; + graph: MemoryKnowledgeGraph; +} + +class FixtureCorpusIndex implements CorpusIndex { + private readonly filePath: string; + private state: PersistedFixtureIndex = { + documents: [], + graph: { entities: [], topics: [], relationships: [] }, + }; + + public constructor(indexDirectory: string) { + this.filePath = path.join(indexDirectory, "fixture-index.json"); + } + + public async initialize(): Promise { + try { + this.state = JSON.parse(await readFile(this.filePath, "utf8")); + } catch (error) { + if ((error as NodeJS.ErrnoException).code !== "ENOENT") { + throw error; + } + } + } + + public async rebuild( + documents: IndexedDocument[], + signal: AbortSignal, + onProgress: (progress: JobProgress) => Promise, + ): Promise { + signal.throwIfAborted(); + await onProgress({ + completed: 1, + total: 3, + message: "Parsing fixture", + }); + const sourceIds = documents + .filter((document) => /Ada Lovelace/i.test(document.content)) + .map((document) => document.source.sourceId); + this.state = { + documents: structuredClone(documents), + graph: { + entities: [ + { + name: "Ada Lovelace", + types: ["person"], + mentionCount: 1, + sourceIds, + }, + { + name: "Charles Babbage", + types: ["person"], + mentionCount: 1, + sourceIds, + }, + { + name: "Analytical Engine", + types: ["machine"], + mentionCount: 1, + sourceIds, + }, + ], + topics: [ + { + name: "computer programming", + mentionCount: 1, + sourceIds, + }, + { name: "Analytical Engine", mentionCount: 1, sourceIds }, + ], + relationships: [ + { + fromEntity: "Ada Lovelace", + toEntity: "Charles Babbage", + relationshipType: "collaborated_with", + count: 1, + sourceIds, + }, + { + fromEntity: "Ada Lovelace", + toEntity: "Analytical Engine", + relationshipType: "wrote_algorithm_for", + count: 1, + sourceIds, + }, + ], + }, + }; + await onProgress({ + completed: 2, + total: 3, + message: "Building fixture graph", + }); + await mkdir(path.dirname(this.filePath), { recursive: true }); + await writeFile( + this.filePath, + JSON.stringify(this.state, undefined, 2), + ); + await onProgress({ + completed: 3, + total: 3, + message: "Fixture index persisted", + }); + } + + public async search( + query: string, + limit: number, + ): Promise { + const terms = query.toLocaleLowerCase().split(/\s+/).filter(Boolean); + return this.state.documents + .filter((document) => + terms.every((term) => + document.content.toLocaleLowerCase().includes(term), + ), + ) + .slice(0, limit) + .map((document) => ({ + sourceId: document.source.sourceId, + revisionId: document.revision.revisionId, + snippet: document.content.slice(0, 500), + score: 1, + locator: "fixture:ada-lovelace", + })); + } + + public async getKnowledgeGraph(): Promise { + return structuredClone(this.state.graph); + } +} + +async function fixtureMarkdown(): Promise { + const html = await readFile(fixturePath, "utf8"); + const parts = docPartsFromHtml(html, false, 8_000, sourceUrl); + const markdown = parts.flatMap((part) => part.textChunks).join("\n\n"); + assert.match(markdown, /Ada Lovelace/i); + assert.match(markdown, /Analytical Engine/i); + return markdown; +} + +async function runDeterministicAcceptance(): Promise { + const storageRoot = path.join(fixtureDirectory, "deterministic-memory"); + await rm(storageRoot, { recursive: true, force: true }); + const progress: JobProgress[] = []; + let service = new FileMemoryService(storageRoot, { + indexFactory: (_corpusId, indexDirectory) => + new FixtureCorpusIndex(indexDirectory), + }); + await service.initialize(); + let browserMemory = new BrowserMemoryService(service); + await browserMemory.ingest( + { + url: sourceUrl, + title: "Ada Lovelace - Wikipedia", + markdown: await fixtureMarkdown(), + source: "acceptance-fixture", + domain: "en.wikipedia.org", + pageType: "article", + capturedAt, + }, + "full", + { onProgress: (event) => progress.push(structuredClone(event)) }, + ); + assert(progress.length > 0, "ingestion did not report progress"); + assert.equal(progress.at(-1)?.completed, progress.at(-1)?.total); + await service.close(); + + service = new FileMemoryService(storageRoot, { + indexFactory: (_corpusId, indexDirectory) => + new FixtureCorpusIndex(indexDirectory), + }); + await service.initialize(); + browserMemory = new BrowserMemoryService(service); + const sources = await browserMemory.listSources(); + const matches = await browserMemory.search({ + query: "Analytical Engine", + limit: 5, + }); + const graph = await browserMemory.getKnowledgeGraph(); + assert.equal(sources.length, 1); + assert.equal(sources[0].canonicalUri, sourceUrl); + assert.equal(sources[0].revisions.length, 1); + assert.equal(sources[0].revisions[0].state, "ready"); + assert.equal(matches.length, 1); + assert(graph.entities.some((entity) => entity.name === "Ada Lovelace")); + assert(graph.topics.some((topic) => topic.name === "computer programming")); + assert(graph.relationships.length > 0); + await service.close(); + + console.log( + JSON.stringify( + { + mode: "deterministic-fixture", + disclaimer: + "Fixture extraction validates durable plumbing; it is not Luna output.", + progress, + sourceCount: sources.length, + revisionCount: sources[0].revisions.length, + searchMatches: matches.length, + entities: graph.entities.map((entity) => entity.name), + topics: graph.topics.map((topic) => topic.name), + relationshipCount: graph.relationships.length, + restartVerified: true, + }, + undefined, + 2, + ), + ); +} + +async function runLiveLunaAcceptance(): Promise { + loadConfigSync({ workspaceRoot: path.resolve(fixtureDirectory, "../..") }); + const storageRoot = path.join(fixtureDirectory, "luna-memory"); + await rm(storageRoot, { recursive: true, force: true }); + const service = new FileMemoryService(storageRoot, { + indexFactory: (corpusId, indexDirectory) => + createKnowProCorpusIndex(corpusId, indexDirectory, () => + createDocMemorySettings( + 64, + undefined, + openai.createChatModel( + openai.GPT_5_6_LUNA, + undefined, + undefined, + ["website-knowledge", "acceptance"], + ), + ), + ), + }); + await service.initialize(); + try { + const progress: JobProgress[] = []; + const controller = new AbortController(); + const timeout = setTimeout( + () => controller.abort(new Error("Luna acceptance timed out")), + 180_000, + ); + try { + const browserMemory = new BrowserMemoryService(service); + const markdown = (await fixtureMarkdown()).slice(0, 12_000); + assert.match(markdown, /Analytical Engine/i); + await browserMemory.ingest( + { + url: sourceUrl, + title: "Ada Lovelace - Wikipedia", + markdown, + source: "acceptance-live-luna", + domain: "en.wikipedia.org", + pageType: "article", + capturedAt, + }, + "full", + { + signal: controller.signal, + onProgress: (event) => + progress.push(structuredClone(event)), + }, + ); + const graph = await browserMemory.getKnowledgeGraph(); + assert(graph.entities.length > 0, "Luna produced no entities"); + console.log( + JSON.stringify( + { + mode: "live-luna", + model: openai.GPT_5_6_LUNA, + progress, + entities: graph.entities + .slice(0, 20) + .map((entity) => entity.name), + topics: graph.topics + .slice(0, 20) + .map((topic) => topic.name), + relationshipCount: graph.relationships.length, + }, + undefined, + 2, + ), + ); + } finally { + clearTimeout(timeout); + } + } finally { + await service.close(); + } +} + +if (process.argv.includes("--live")) { + await runLiveLunaAcceptance(); +} else { + await runDeterministicAcceptance(); +} From 7669267e326001ff4260efa2209b7a6419bb8312 Mon Sep 17 00:00:00 2001 From: Hillary Mutisya <150286414+hillary-mutisya@users.noreply.github.com> Date: Mon, 21 Sep 2026 01:25:52 -0700 Subject: [PATCH 2/3] Add grounded page search answers Ask-about-page now requests answer generation for the current URL, and durable web search can synthesize grounded answers from indexed page evidence. Import progress forwarding now uses the active client event helper with debug logging, and temporary browser memory acceptance artifacts were removed. --- .../import_1789977182556_rngoatppp.json | 2 +- .../import_1789978838645_uzb5ad0ef.json | 13 + .../.import-states/website-1789972889887.json | 2 +- .../.import-states/website-1789973347252.json | 2 +- .../src/agent/browserActionHandler.mts | 3 +- .../browser/src/agent/durableWebSearch.mts | 51 +- .../agent/import/importWebSocketHandler.mts | 31 +- ...el, 1st Earl of Lovelace - Wikipedia.mhtml | 14432 --------- .../ada-lovelace.html | 26845 ---------------- .../run-acceptance.mts | 321 - 10 files changed, 81 insertions(+), 41621 deletions(-) create mode 100644 ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json delete mode 100644 ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml delete mode 100644 ts/tmp/browser-memory-acceptance/ada-lovelace.html delete mode 100644 ts/tmp/browser-memory-acceptance/run-acceptance.mts diff --git a/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json b/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json index 77a7a66693..1d067f6c06 100644 --- a/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json +++ b/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json @@ -10,4 +10,4 @@ "source": "chrome", "type": "bookmarks", "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} \ No newline at end of file +} diff --git a/ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json b/ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json new file mode 100644 index 0000000000..82c773bf07 --- /dev/null +++ b/ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json @@ -0,0 +1,13 @@ +{ + "importId": "import_1789978838645_uzb5ad0ef", + "totalWebsites": 10, + "processedWebsites": 4, + "lastSavePoint": 4, + "failedUrls": [], + "startTime": 1789978838704, + "lastProgressTime": 1789979017093, + "extractionMode": "content", + "source": "chrome", + "type": "bookmarks", + "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" +} diff --git a/ts/packages/agentServer/server/.import-states/website-1789972889887.json b/ts/packages/agentServer/server/.import-states/website-1789972889887.json index 8abd841142..a1cb1db3a8 100644 --- a/ts/packages/agentServer/server/.import-states/website-1789972889887.json +++ b/ts/packages/agentServer/server/.import-states/website-1789972889887.json @@ -10,4 +10,4 @@ "source": "chrome", "type": "bookmarks", "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} \ No newline at end of file +} diff --git a/ts/packages/agentServer/server/.import-states/website-1789973347252.json b/ts/packages/agentServer/server/.import-states/website-1789973347252.json index aedd55f7ca..6a04195bec 100644 --- a/ts/packages/agentServer/server/.import-states/website-1789973347252.json +++ b/ts/packages/agentServer/server/.import-states/website-1789973347252.json @@ -10,4 +10,4 @@ "source": "chrome", "type": "bookmarks", "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} \ No newline at end of file +} diff --git a/ts/packages/agents/browser/src/agent/browserActionHandler.mts b/ts/packages/agents/browser/src/agent/browserActionHandler.mts index 99f4da4796..2d1b7a99f0 100644 --- a/ts/packages/agents/browser/src/agent/browserActionHandler.mts +++ b/ts/packages/agents/browser/src/agent/browserActionHandler.mts @@ -2982,7 +2982,8 @@ class AskAboutPageHandler implements CommandHandler { { query: question, searchScope: "current_page", - metadata: { url }, + url, + generateAnswer: true, }, context.sessionContext, ); diff --git a/ts/packages/agents/browser/src/agent/durableWebSearch.mts b/ts/packages/agents/browser/src/agent/durableWebSearch.mts index f91cafce48..e296abe7c4 100644 --- a/ts/packages/agents/browser/src/agent/durableWebSearch.mts +++ b/ts/packages/agents/browser/src/agent/durableWebSearch.mts @@ -4,6 +4,7 @@ import type { SessionContext } from "@typeagent/agent-sdk"; import type { MemoryKnowledgeGraph } from "@typeagent/memory-service"; import type { BrowserActionContext } from "./browserActions.mjs"; +import { openai as ai } from "@typeagent/aiclient"; import type { Entity, WebPageReference, @@ -109,6 +110,27 @@ function sourceMetadata( return typeof value === "string" ? value : undefined; } +async function generateGroundedAnswer( + query: string, + websites: WebsiteResult[], +): Promise { + const evidence = websites + .map( + (website, index) => + `[${index + 1}] ${website.title}\nURL: ${website.url}\n${website.snippet ?? ""}`, + ) + .join("\n\n") + .slice(0, 40_000); + const model = ai.createChatModel(ai.GPT_5_6_LUNA, undefined, undefined, [ + "website-knowledge", + "page-answer", + ]); + const response = await model.complete( + `Answer the question using only the indexed page evidence below. If the evidence is insufficient, say so directly. Do not mention search counts.\n\nQuestion: ${query}\n\nEvidence:\n${evidence}`, + ); + return response.success ? response.data.trim() : undefined; +} + async function searchDurable( request: SearchWebMemoriesRequest, context: SessionContext, @@ -186,6 +208,28 @@ async function searchDurable( intermediateFallbacks: [], } : undefined; + let answer: string; + let answerType: "direct" | "synthesized" | "noAnswer"; + if (websites.length === 0) { + answer = `No indexed websites matched "${query}".`; + answerType = "noAnswer"; + } else if (request.generateAnswer) { + try { + answer = + (await generateGroundedAnswer(query, websites)) ?? + websites[0].snippet ?? + `Found ${websites.length} indexed website${websites.length === 1 ? "" : "s"}.`; + answerType = "synthesized"; + } catch { + answer = + websites[0].snippet ?? + "The indexed page did not contain enough text to answer the question."; + answerType = "direct"; + } + } else { + answer = `Found ${websites.length} indexed website${websites.length === 1 ? "" : "s"}.`; + answerType = "direct"; + } return { websites, summary: { @@ -199,11 +243,8 @@ async function searchDurable( ...websites.map((site) => site.relevanceScore), ), }, - answer: - websites.length === 0 - ? `No indexed websites matched "${query}".` - : `Found ${websites.length} indexed website${websites.length === 1 ? "" : "s"}.`, - answerType: websites.length === 0 ? "noAnswer" : "direct", + answer, + answerType, answerSources: matches.map(({ evidence, source }) => ({ url: source.canonicalUri ?? "", title: source.title, diff --git a/ts/packages/agents/browser/src/agent/import/importWebSocketHandler.mts b/ts/packages/agents/browser/src/agent/import/importWebSocketHandler.mts index 9641d1b504..eaa1bcdc8a 100644 --- a/ts/packages/agents/browser/src/agent/import/importWebSocketHandler.mts +++ b/ts/packages/agents/browser/src/agent/import/importWebSocketHandler.mts @@ -7,7 +7,9 @@ import { } from "./importProgressEvents.mjs"; import { SessionContext } from "@typeagent/agent-sdk"; import { BrowserActionContext } from "../browserActions.mjs"; -import { WebSocket } from "ws"; +import registerDebug from "debug"; + +const debug = registerDebug("typeagent:browser:import:progress"); export class ImportWebSocketHandler { private context: SessionContext; @@ -25,13 +27,8 @@ export class ImportWebSocketHandler { private forwardProgressToWebSocket(progress: ImportProgressEvent) { try { - // Get client from agentWebSocketServer instead of currentClient const agentServer = this.context.agentContext.agentWebSocketServer; - const client = agentServer?.getActiveClient( - this.context.agentContext.sessionId, - ); - - if (client && client.socket.readyState === WebSocket.OPEN) { + if (agentServer) { const websocketProgress = { type: "importProgress", totalItems: progress.total, @@ -56,16 +53,22 @@ export class ImportWebSocketHandler { }), }; - const progressMessage = { - method: "importProgress", - params: { + const sent = agentServer.sendEventToActiveClient( + this.context.agentContext.sessionId, + "importProgress", + { importId: progress.importId, progress: websocketProgress, }, - source: "browserAgent", - }; - - client.socket.send(JSON.stringify(progressMessage)); + ); + debug( + "%s phase=%s progress=%d/%d sent=%s", + progress.importId, + progress.phase, + progress.current, + progress.total, + sent, + ); } } catch (error) { console.error( diff --git a/ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml b/ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml deleted file mode 100644 index c5197c88cc..0000000000 --- a/ts/tmp/browser-memory-acceptance/1/William King-Noel, 1st Earl of Lovelace - Wikipedia.mhtml +++ /dev/null @@ -1,14432 +0,0 @@ -From: -Snapshot-Content-Location: https://en.wikipedia.org/wiki/William_King-Noel,_1st_Earl_of_Lovelace -Subject: William King-Noel, 1st Earl of Lovelace - Wikipedia -Date: Mon, 21 Sep 2026 07:24:10 GMT -MIME-Version: 1.0 -Content-Type: multipart/related; - type="text/html"; - boundary="----MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg----" - - -------MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg---- -Content-Type: text/html -Content-ID: -Content-Transfer-Encoding: quoted-printable -Content-Location: https://en.wikipedia.org/wiki/William_King-Noel,_1st_Earl_of_Lovelace - - - -William King-Noel, 1st Earl of Lovelace - Wikipedia - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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padding: 0.1em; } - .center { width: 100%; text-align: center; } - .center * { margin-left: auto; margin-right: auto; } - .small { font-size: 94%; } - table.small { font-size: 100%; } - @counter-style meetei { system: numeric; symbols: "=EA=AF=B0" "=EA=AF=B1"= - "=EA=AF=B2" "=EA=AF=B3" "=EA=AF=B4" "=EA=AF=B5" "=EA=AF=B6" "=EA=AF=B7" "= -=EA=AF=B8" "=EA=AF=B9"; suffix: ") "; } - @counter-style santali { system: numeric; symbols: "=E1=B1=90" "=E1=B1=91= -" "=E1=B1=92" "=E1=B1=93" "=E1=B1=94" "=E1=B1=95" "=E1=B1=96" "=E1=B1=97" "= -=E1=B1=98" "=E1=B1=99"; } - @counter-style myanmar_with_period { system: numeric; symbols: "=E1=81=80= -" "=E1=81=81" "=E1=81=82" "=E1=81=83" "=E1=81=84" "=E1=81=85" "=E1=81=86" "= -=E1=81=87" "=E1=81=88" "=E1=81=89"; suffix: "=E1=81=8B "; } - ol:lang(azb) > li, ol:lang(bcc) > li, ol:lang(bgn) > li, ol:lang(bqi) > l= -i, ol:lang(fa) > li, ol:lang(glk) > li, ol:lang(kk-arab) > li, ol:lang(lrc)= - > li, ol:lang(luz) > li, ol:lang(mzn) > li { list-style-type: persian; } - ol:lang(ckb) > li, ol:lang(sdh) > li { list-style-type: arabic-indic; } - ol:lang(hi) > li, ol:lang(mai) > li, ol:lang(mr) > li, ol:lang(ne) > li {= - list-style-type: devanagari; } - ol:lang(as) > li, ol:lang(bn) > li { list-style-type: bengali; } - ol:lang(mni) > li { list-style-type: meetei; } - ol:lang(or) > li { list-style-type: oriya; } - ol:lang(sat) > li { list-style-type: santali; } - ol:lang(blk) > li, ol:lang(kjp) > li, ol:lang(ksw) > li, ol:lang(mnw) > l= -i, ol:lang(my) > li, ol:lang(shn) > li { list-style-type: myanmar_with_peri= -od; } - .mw-heading1:lang(anp), .mw-heading1:lang(as), .mw-heading1:lang(awa), .m= -w-heading1:lang(bgc), .mw-heading1:lang(bh), .mw-heading1:lang(bho), .mw-he= -ading1:lang(blk), .mw-heading1:lang(bn), .mw-heading1:lang(bo), .mw-heading= -1:lang(bpy), .mw-heading1:lang(ccp), .mw-heading1:lang(dty), .mw-heading1:l= -ang(dz), .mw-heading1:lang(gom), .mw-heading1:lang(gu), .mw-heading1:lang(h= -i), .mw-heading1:lang(kjp), .mw-heading1:lang(km), .mw-heading1:lang(kn), .= -mw-heading1:lang(ks), .mw-heading1:lang(ksw), .mw-heading1:lang(mag), .mw-h= -eading1:lang(mai), .mw-heading1:lang(ml), .mw-heading1:lang(mnw), .mw-headi= -ng1:lang(mr), .mw-heading1:lang(my), .mw-heading1:lang(new), .mw-heading1:l= -ang(nit), .mw-heading1:lang(nod), .mw-heading1:lang(or), .mw-heading1:lang(= -pa), .mw-heading1:lang(pi), .mw-heading1:lang(rki), .mw-heading1:lang(sa), = -.mw-heading1:lang(shn), .mw-heading1:lang(si), .mw-heading1:lang(syl), .mw-= -heading1:lang(ta), .mw-heading1:lang(tcy), .mw-heading1:lang(tdd), .mw-head= -ing1:lang(te), h1:lang(anp), h1:lang(as), h1:lang(awa), h1:lang(bgc), h1:la= -ng(bh), h1:lang(bho), h1:lang(blk), h1:lang(bn), h1:lang(bo), h1:lang(bpy),= - h1:lang(ccp), h1:lang(dty), h1:lang(dz), h1:lang(gom), h1:lang(gu), h1:lan= -g(hi), h1:lang(kjp), h1:lang(km), h1:lang(kn), h1:lang(ks), h1:lang(ksw), h= -1:lang(mag), h1:lang(mai), h1:lang(ml), h1:lang(mnw), h1:lang(mr), h1:lang(= -my), h1:lang(new), h1:lang(nit), h1:lang(nod), h1:lang(or), h1:lang(pa), h1= -:lang(pi), h1:lang(rki), h1:lang(sa), h1:lang(shn), h1:lang(si), h1:lang(sy= -l), h1:lang(ta), h1:lang(tcy), h1:lang(tdd), h1:lang(te) { line-height: 1.6= -em !important; } - .mw-heading:lang(anp), .mw-heading:lang(as), .mw-heading:lang(awa), .mw-h= -eading:lang(bgc), .mw-heading:lang(bh), .mw-heading:lang(bho), .mw-heading:= -lang(blk), .mw-heading:lang(bn), .mw-heading:lang(bo), .mw-heading:lang(bpy= -), .mw-heading:lang(ccp), .mw-heading:lang(dty), .mw-heading:lang(dz), .mw-= -heading:lang(gom), .mw-heading:lang(gu), .mw-heading:lang(hi), .mw-heading:= -lang(kjp), .mw-heading:lang(km), .mw-heading:lang(kn), .mw-heading:lang(ks)= -, .mw-heading:lang(ksw), .mw-heading:lang(mag), .mw-heading:lang(mai), .mw-= -heading:lang(ml), .mw-heading:lang(mnw), .mw-heading:lang(mr), .mw-heading:= -lang(my), .mw-heading:lang(new), .mw-heading:lang(nit), .mw-heading:lang(no= -d), .mw-heading:lang(or), .mw-heading:lang(pa), .mw-heading:lang(pi), .mw-h= -eading:lang(rki), .mw-heading:lang(sa), .mw-heading:lang(shn), .mw-heading:= -lang(si), .mw-heading:lang(syl), .mw-heading:lang(ta), .mw-heading:lang(tcy= -), .mw-heading:lang(tdd), .mw-heading:lang(te), h2:lang(anp), h2:lang(as), = -h2:lang(awa), h2:lang(bgc), h2:lang(bh), h2:lang(bho), h2:lang(blk), h2:lan= -g(bn), h2:lang(bo), h2:lang(bpy), h2:lang(ccp), h2:lang(dty), h2:lang(dz), = -h2:lang(gom), h2:lang(gu), h2:lang(hi), h2:lang(kjp), h2:lang(km), h2:lang(= -kn), h2:lang(ks), h2:lang(ksw), h2:lang(mag), h2:lang(mai), h2:lang(ml), h2= -:lang(mnw), h2:lang(mr), h2:lang(my), h2:lang(new), h2:lang(nit), h2:lang(n= -od), h2:lang(or), h2:lang(pa), h2:lang(pi), h2:lang(rki), h2:lang(sa), h2:l= -ang(shn), h2:lang(si), h2:lang(syl), h2:lang(ta), h2:lang(tcy), h2:lang(tdd= -), h2:lang(te), h3:lang(anp), h3:lang(as), h3:lang(awa), h3:lang(bgc), h3:l= -ang(bh), h3:lang(bho), h3:lang(blk), h3:lang(bn), h3:lang(bo), h3:lang(bpy)= -, h3:lang(ccp), h3:lang(dty), h3:lang(dz), h3:lang(gom), h3:lang(gu), h3:la= -ng(hi), h3:lang(kjp), h3:lang(km), h3:lang(kn), h3:lang(ks), h3:lang(ksw), = -h3:lang(mag), h3:lang(mai), h3:lang(ml), h3:lang(mnw), h3:lang(mr), h3:lang= -(my), h3:lang(new), h3:lang(nit), h3:lang(nod), h3:lang(or), h3:lang(pa), h= -3:lang(pi), h3:lang(rki), h3:lang(sa), h3:lang(shn), h3:lang(si), h3:lang(s= -yl), h3:lang(ta), h3:lang(tcy), h3:lang(tdd), h3:lang(te), h4:lang(anp), h4= -:lang(as), h4:lang(awa), h4:lang(bgc), h4:lang(bh), h4:lang(bho), h4:lang(b= -lk), h4:lang(bn), h4:lang(bo), h4:lang(bpy), h4:lang(ccp), h4:lang(dty), h4= -:lang(dz), h4:lang(gom), h4:lang(gu), h4:lang(hi), h4:lang(kjp), h4:lang(km= -), h4:lang(kn), h4:lang(ks), h4:lang(ksw), h4:lang(mag), h4:lang(mai), h4:l= -ang(ml), h4:lang(mnw), h4:lang(mr), h4:lang(my), h4:lang(new), h4:lang(nit)= -, h4:lang(nod), h4:lang(or), h4:lang(pa), h4:lang(pi), h4:lang(rki), h4:lan= -g(sa), h4:lang(shn), h4:lang(si), h4:lang(syl), h4:lang(ta), h4:lang(tcy), = -h4:lang(tdd), h4:lang(te), h5:lang(anp), h5:lang(as), h5:lang(awa), h5:lang= -(bgc), h5:lang(bh), h5:lang(bho), h5:lang(blk), h5:lang(bn), h5:lang(bo), h= -5:lang(bpy), h5:lang(ccp), h5:lang(dty), h5:lang(dz), h5:lang(gom), h5:lang= -(gu), h5:lang(hi), h5:lang(kjp), h5:lang(km), h5:lang(kn), h5:lang(ks), h5:= -lang(ksw), h5:lang(mag), h5:lang(mai), h5:lang(ml), h5:lang(mnw), h5:lang(m= -r), h5:lang(my), h5:lang(new), h5:lang(nit), h5:lang(nod), h5:lang(or), h5:= -lang(pa), h5:lang(pi), h5:lang(rki), h5:lang(sa), h5:lang(shn), h5:lang(si)= -, h5:lang(syl), h5:lang(ta), h5:lang(tcy), h5:lang(tdd), h5:lang(te), h6:la= -ng(anp), h6:lang(as), h6:lang(awa), h6:lang(bgc), h6:lang(bh), h6:lang(bho)= -, h6:lang(blk), h6:lang(bn), h6:lang(bo), h6:lang(bpy), h6:lang(ccp), h6:la= -ng(dty), h6:lang(dz), h6:lang(gom), h6:lang(gu), h6:lang(hi), h6:lang(kjp),= - h6:lang(km), h6:lang(kn), h6:lang(ks), h6:lang(ksw), h6:lang(mag), h6:lang= -(mai), h6:lang(ml), h6:lang(mnw), h6:lang(mr), h6:lang(my), h6:lang(new), h= -6:lang(nit), h6:lang(nod), h6:lang(or), h6:lang(pa), h6:lang(pi), h6:lang(r= -ki), h6:lang(sa), h6:lang(shn), h6:lang(si), h6:lang(syl), h6:lang(ta), h6:= -lang(tcy), h6:lang(tdd), h6:lang(te) { line-height: 1.4em; } - .mw-heading1:lang(ne), h1:lang(ne) { line-height: 1.9; } - .mw-heading2:lang(th), .mw-heading2:lang(ne), h2:lang(th), h2:lang(ne) { = -line-height: 1.6; } -} - -@media print { - figure[typeof~=3D"mw:File/Thumb"], figure[typeof~=3D"mw:File/Frame"] { bo= -rder-width: 1pt 1pt 0px; border-style: none; border-color: currentcolor; bo= -rder-image: none; background-color: rgb(255, 255, 255); } - figure[typeof~=3D"mw:File/Thumb"] > :not(figcaption) .mw-file-element, fi= -gure[typeof~=3D"mw:File/Frame"] > :not(figcaption) .mw-file-element { borde= -r: 1pt solid rgb(221, 221, 221); } - figure[typeof~=3D"mw:File/Thumb"] > figcaption, figure[typeof~=3D"mw:File= -/Frame"] > figcaption { background-color: rgb(255, 255, 255); color: rgb(10= -2, 102, 102); font-size: 10pt; border-width: 0px 1pt 1pt; border-style: non= -e; border-color: currentcolor; border-image: none; } - .mw-image-border .mw-file-element { border: 1pt; } - .mw-parser-output a.external.text::after, .mw-parser-output a.external.au= -tonumber::after { content: ' (' attr(href) ')'; word-break: break-all; over= -flow-wrap: break-word; } - .mw-parser-output a.external.text[href^=3D"//"]::after, .mw-parser-output= - a.external.autonumber[href^=3D"//"]::after { content: ' (https:' attr(href= -) ')'; } - .wikitable { background: rgb(255, 255, 255); margin: 1em 0px; border: 1pt= - solid rgb(170, 170, 170); border-collapse: collapse; font-size: 10pt; brea= -k-inside: avoid; } - .wikitable > caption { padding: 5px; font-size: 10pt; } - .wikitable > tr > th, .wikitable > tr > td, .wikitable > * > tr > th, .wi= -kitable > * > tr > td { border: 1pt solid rgb(170, 170, 170); padding: 0.4e= -m 0.6em; background: rgb(255, 255, 255) !important; color: rgb(0, 0, 0) !im= -portant; } - .wikitable > tr > th, .wikitable > * > tr > th { text-align: center; } - table.listing, table.listing td { border: 1pt solid rgb(0, 0, 0); border-= -collapse: collapse; } - .catlinks ul { display: inline; padding: 0px; list-style: none; } - .catlinks li { display: inline-block; line-height: 1.15; margin: 0.1em 0p= -x; border-left: 1pt solid rgb(170, 170, 170); padding: 0px 0.4em; } - .catlinks li:first-child { border-left: 0px; padding-left: 0.2em; } - .mw-hidden-catlinks, .catlinks { display: none; } - .mw-editsection, .mw-editsection-like, .mw-indicators, .mw-redirectedfrom= -, #siteNotice, .usermessage { display: none; } - .printfooter { clear: both; padding: 1em 0px; } - .center { text-align: center; } - a { background: none !important; padding: 0px !important; } - a, a.external, a.new, a.stub { color: inherit !important; text-decoration= -: inherit !important; } - dt { font-weight: bold; } - .mw-heading, h1, h2, h3, h4, h5, h6 { font-weight: bold; break-after: avo= -id; } - p { margin: 1em 0px; line-height: 1.2; orphans: 3; widows: 3; } - img, figure { break-inside: avoid; } - img { border: 0px; vertical-align: middle; } - pre, .mw-code { background: rgb(255, 255, 255); color: rgb(0, 0, 0); bord= -er: 1pt dashed rgb(0, 0, 0); padding: 1em; font-size: 8pt; white-space: pre= --wrap; overflow-x: hidden; overflow-wrap: break-word; } - ul { list-style-type: square; } -} - -@media screen { - :root, .skin-invert, .notheme { --color-base: #202122; --color-base-fixed= -: #202122; --color-base--hover: #404244; --color-emphasized: #101418; --col= -or-neutral: #404244; --color-subtle: #54595d; --color-placeholder: #72777d;= - --color-disabled: #a2a9b1; --color-disabled-emphasized: #a2a9b1; --color-i= -nverted: #fff; --color-inverted-fixed: #fff; --color-progressive: #36c; --c= -olor-progressive--hover: #3056a9; --color-progressive--active: #233566; --c= -olor-progressive--focus: #36c; --color-destructive: #bf3c2c; --color-destru= -ctive--hover: #9f3526; --color-destructive--active: #612419; --color-destru= -ctive--focus: #36c; --color-visited: #6a60b0; --color-visited--hover: #534f= -a3; --color-visited--active: #353262; --color-destructive--visited: #9f5555= -; --color-destructive--visited--hover: #854848; --color-destructive--visite= -d--active: #512e2e; --color-error: #bf3c2c; --color-error--hover: #9f3526; 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--border-color-success: #099979= -; --border-color-notice: #72777d; --border-color-content-added: #a3d3ff; --= -border-color-content-removed: #ffe49c; --border-color-option-red: #f54739; = ---border-color-option-orange: #d46926; --border-color-option-yellow: #ab7f2= -a; --border-color-option-lime: #259948; --border-color-option-green: #09997= -9; --border-color-option-blue: #6485d1; --border-color-option-purple: #8d7e= -bd; --border-color-option-pink: #b5739e; --border-color-option-maroon: #b57= -775; --border-color-transparent: transparent; --border-color-divider: #a2a9= -b1; --outline-color-progressive--focus: #36c; --color-link: var(--color-pro= -gressive); --color-link--hover: var(--color-progressive--hover); --color-li= -nk--active: var(--color-progressive--active); --color-link--focus: var(--co= -lor-progressive--focus); --color-link--visited: var(--color-visited); --col= -or-link--visited--hover: var(--color-visited--hover); --color-link--visited= ---active: var(--color-visited--active); --color-link-red: var(--color-destr= -uctive); --color-link-red--hover: var(--color-destructive--hover); --color-= -link-red--active: var(--color-destructive--active); --color-link-red--focus= -: var(--color-destructive--focus); --color-link-red--visited: var(--color-d= -estructive--visited); --color-link-red--visited--hover: var(--color-destruc= -tive--visited--hover); --color-link-red--visited--active: var(--color-destr= -uctive--visited--active); --accent-color-base: #36c; --border-color-input--= -hover: var(--border-color-interactive); --border-color-input-binary: var(--= -border-color-interactive); --border-color-input-binary--hover: var(--border= --color-progressive--hover); --border-color-input-binary--active: var(--bord= -er-color-progressive--active); --border-color-input-binary--focus: var(--bo= -rder-color-progressive--focus); --border-color-input-binary--checked: var(-= --border-color-progressive); --color-base--subtle: #54595d; } - html.skin-theme-clientpref-night { color-scheme: dark; --color-base: #eae= -cf0; --color-base--hover: #f8f9fa; --color-emphasized: #f8f9fa; --color-neu= -tral: #c8ccd1; --color-subtle: #a2a9b1; --color-disabled: #54595d; --color-= -disabled-emphasized: #72777d; --color-inverted: #101418; --color-progressiv= -e: #88a3e8; --color-progressive--hover: #a6bbf5; --color-progressive--activ= -e: #b6d4fb; --color-destructive: #fd7865; --color-destructive--hover: #fea8= -98; --color-destructive--active: #ffc8bd; --color-visited: #a799cd; --color= --visited--hover: #c5b9dd; --color-visited--active: #d9d0e9; --color-destruc= -tive--visited: #c99391; --color-destructive--visited--hover: #dcb5b3; --col= -or-destructive--visited--active: #e8cecd; --color-error: #fd7865; --color-e= -rror--hover: #fea898; --color-error--active: #ffc8bd; --color-warning: #ca9= -82e; --color-success: #2cb491; --color-notice: #a2a9b1; --color-icon-progre= -ssive: #6485d1; --color-content-added: #80cdb3; --color-content-removed: #f= -d7865; --color-option-red: #fd7865; --color-option-orange: #f97f26; --color= --option-yellow: #ca982e; --color-option-lime: #5db26c; --color-option-green= -: #2cb491; --color-option-blue: #88a3e8; --color-option-purple: #a799cd; --= -color-option-pink: #c690b4; --color-option-maroon: #c99391; --color-base--s= -ubtle: #a2a9b1; --box-shadow-color-base: #72777d; --box-shadow-color-progre= -ssive--focus: #6485d1; --box-shadow-color-progressive-selected: #88a3e8; --= -box-shadow-color-progressive-selected--hover: #a6bbf5; --box-shadow-color-p= -rogressive-selected--active: #b6d4fb; --box-shadow-color-destructive--focus= -: #6485d1; --box-shadow-color-inverted: #000; --box-shadow-color-alpha-base= -: rgba(0,0,0,0.87); --mix-blend-mode-blend: screen; --background-color-base= -: #101418; --background-color-neutral: #27292d; --background-color-neutral-= -subtle: #202122; --background-color-interactive: #27292d; --background-colo= -r-interactive--hover: #404244; --background-color-interactive--active: #545= -95d; --background-color-interactive-subtle: #202122; --background-color-int= -eractive-subtle--hover: #27292d; --background-color-interactive-subtle--act= -ive: #404244; --background-color-disabled: #404244; --background-color-disa= -bled-subtle: #27292d; --background-color-inverted: #f8f9fa; --background-co= -lor-progressive--focus: #6485d1; --background-color-progressive-subtle: #1b= -223d; --background-color-progressive-subtle--hover: #233566; --background-c= -olor-progressive-subtle--active: #3056a9; --background-color-destructive--f= -ocus: #6485d1; --background-color-destructive-subtle: #3c1a13; --background= --color-destructive-subtle--hover: #612419; --background-color-destructive-s= -ubtle--active: #9f3526; --background-color-error-subtle: #3c1a13; --backgro= -und-color-error-subtle--hover: #612419; --background-color-error-subtle--ac= -tive: #9f3526; --background-color-warning-subtle: #2d2212; --background-col= -or-success-subtle: #132821; --background-color-notice-subtle: #27292d; --ba= -ckground-color-content-added: #233566; --background-color-content-removed: = -#453217; --background-color-target-text: #572c19; --background-color-option= --red: #612419; --background-color-option-orange: #572c19; --background-colo= -r-option-yellow: #453217; --background-color-option-lime: #183f20; --backgr= -ound-color-option-green: #153d31; --background-color-option-blue: #233566; = ---background-color-option-purple: #353262; --background-color-option-pink: = -#4e2c40; --background-color-option-maroon: #512e2e; --background-color-back= -drop-light: rgba(0,0,0,0.65); --background-color-backdrop-dark: rgba(255,25= -5,255,0.65); --border-color-base: #72777d; --border-color-emphasized: #eaec= -f0; --border-color-subtle: #54595d; --border-color-muted: #404244; --border= --color-interactive--hover: #a2a9b1; --border-color-interactive--active: #c8= -ccd1; --border-color-disabled: #54595d; --border-color-inverted: #101418; -= --border-color-progressive: #6485d1; --border-color-progressive--hover: #88a= -3e8; --border-color-progressive--active: #a6bbf5; --border-color-progressiv= -e--focus: #6485d1; --border-color-destructive--hover: #fd7865; --border-col= -or-destructive--active: #fea898; --border-color-destructive--focus: #6485d1= -; --border-color-error--hover: #fd7865; --border-color-error--active: #fea8= -98; --border-color-warning--hover: #ca982e; --border-color-warning--active:= - #edb537; --border-color-content-added: #233566; --border-color-content-rem= -oved: #987027; } - html.skin-theme-clientpref-night .skin-invert-image img, html.skin-theme-= -clientpref-night .skin-invert, html.skin-theme-clientpref-night .oo-ui-icon= -Element-icon:not(.oo-ui-image-progressive):not(.oo-ui-image-destructive):no= -t(.oo-ui-checkboxInputWidget-checkIcon):not(.oo-ui-image-invert):not(.mw-no= --invert), html.skin-theme-clientpref-night .oo-ui-indicatorElement-indicato= -r { color-scheme: light; filter: invert(1) hue-rotate(180deg); } - html.skin-theme-clientpref-night .notheme { color-scheme: light; color: v= -ar(--color-base); } - .skin-invert .oo-ui-indicatorElement-indicator, .notheme .oo-ui-indicator= -Element-indicator, .skin-invert .oo-ui-iconElement-icon:not(.oo-ui-image-pr= -ogressive):not(.oo-ui-image-destructive):not(.oo-ui-checkboxInputWidget-che= -ckIcon):not(.oo-ui-image-invert):not(.mw-no-invert), .notheme .oo-ui-iconEl= -ement-icon:not(.oo-ui-image-progressive):not(.oo-ui-image-destructive):not(= -.oo-ui-checkboxInputWidget-checkIcon):not(.oo-ui-image-invert):not(.mw-no-i= -nvert) { filter: none !important; } - html.vector-feature-custom-font-size-clientpref--excluded, html.vector-fe= -ature-custom-font-size-clientpref-0, .no-font-mode-scale, .mw-body-content = -.cdx-message { --font-size-medium: var(--font-size-small,0.875rem); --line-= -height-medium: 1.5714285; --line-height-content: 1.5714285; } - html.vector-feature-custom-font-size-clientpref-1, .vector-icon { --font-= -size-medium: var(--font-size-medium,1rem); --line-height-medium: 1.6; --lin= -e-height-content: 1.625; } - html.vector-feature-custom-font-size-clientpref-2 { --font-size-medium: v= -ar(--font-size-x-large,1.25rem); --line-height-medium: 1.5; --line-height-c= -ontent: 1.55; } - .skin-vector-2022 .cdx-message .cdx-message__icon, .skin-vector-2022 .cdx= --message .cdx-message__icon--vue { height: 1.625rem; } -} - -@media screen and (prefers-color-scheme: dark) { - html.skin-theme-clientpref-os { color-scheme: light dark; --color-base: #= -eaecf0; --color-base--hover: #f8f9fa; --color-emphasized: #f8f9fa; --color-= -neutral: #c8ccd1; --color-subtle: #a2a9b1; --color-disabled: #54595d; --col= -or-disabled-emphasized: #72777d; --color-inverted: #101418; --color-progres= -sive: #88a3e8; --color-progressive--hover: #a6bbf5; --color-progressive--ac= -tive: #b6d4fb; --color-destructive: #fd7865; --color-destructive--hover: #f= -ea898; --color-destructive--active: #ffc8bd; --color-visited: #a799cd; --co= -lor-visited--hover: #c5b9dd; --color-visited--active: #d9d0e9; --color-dest= -ructive--visited: #c99391; --color-destructive--visited--hover: #dcb5b3; --= -color-destructive--visited--active: #e8cecd; --color-error: #fd7865; --colo= -r-error--hover: #fea898; --color-error--active: #ffc8bd; --color-warning: #= -ca982e; --color-success: #2cb491; --color-notice: #a2a9b1; --color-icon-pro= -gressive: #6485d1; --color-content-added: #80cdb3; --color-content-removed:= - #fd7865; --color-option-red: #fd7865; --color-option-orange: #f97f26; --co= -lor-option-yellow: #ca982e; --color-option-lime: #5db26c; --color-option-gr= -een: #2cb491; --color-option-blue: #88a3e8; --color-option-purple: #a799cd;= - --color-option-pink: #c690b4; --color-option-maroon: #c99391; --color-base= ---subtle: #a2a9b1; --box-shadow-color-base: #72777d; --box-shadow-color-pro= -gressive--focus: #6485d1; --box-shadow-color-progressive-selected: #88a3e8;= - --box-shadow-color-progressive-selected--hover: #a6bbf5; --box-shadow-colo= -r-progressive-selected--active: #b6d4fb; --box-shadow-color-destructive--fo= -cus: #6485d1; --box-shadow-color-inverted: #000; --box-shadow-color-alpha-b= -ase: rgba(0,0,0,0.87); --mix-blend-mode-blend: screen; --background-color-b= -ase: #101418; --background-color-neutral: #27292d; --background-color-neutr= -al-subtle: #202122; --background-color-interactive: #27292d; --background-c= -olor-interactive--hover: #404244; --background-color-interactive--active: #= -54595d; --background-color-interactive-subtle: #202122; --background-color-= -interactive-subtle--hover: #27292d; --background-color-interactive-subtle--= -active: #404244; --background-color-disabled: #404244; --background-color-d= -isabled-subtle: #27292d; --background-color-inverted: #f8f9fa; --background= --color-progressive--focus: #6485d1; --background-color-progressive-subtle: = -#1b223d; --background-color-progressive-subtle--hover: #233566; --backgroun= -d-color-progressive-subtle--active: #3056a9; --background-color-destructive= ---focus: #6485d1; --background-color-destructive-subtle: #3c1a13; --backgro= -und-color-destructive-subtle--hover: #612419; --background-color-destructiv= -e-subtle--active: #9f3526; --background-color-error-subtle: #3c1a13; --back= -ground-color-error-subtle--hover: #612419; --background-color-error-subtle-= --active: #9f3526; --background-color-warning-subtle: #2d2212; --background-= -color-success-subtle: #132821; --background-color-notice-subtle: #27292d; -= --background-color-content-added: #233566; --background-color-content-remove= -d: #453217; --background-color-target-text: #572c19; --background-color-opt= -ion-red: #612419; --background-color-option-orange: #572c19; --background-c= -olor-option-yellow: #453217; --background-color-option-lime: #183f20; --bac= -kground-color-option-green: #153d31; --background-color-option-blue: #23356= -6; --background-color-option-purple: #353262; --background-color-option-pin= -k: #4e2c40; --background-color-option-maroon: #512e2e; --background-color-b= -ackdrop-light: rgba(0,0,0,0.65); --background-color-backdrop-dark: rgba(255= -,255,255,0.65); --border-color-base: #72777d; --border-color-emphasized: #e= -aecf0; --border-color-subtle: #54595d; --border-color-muted: #404244; --bor= -der-color-interactive--hover: #a2a9b1; --border-color-interactive--active: = -#c8ccd1; --border-color-disabled: #54595d; --border-color-inverted: #101418= -; --border-color-progressive: #6485d1; --border-color-progressive--hover: #= -88a3e8; --border-color-progressive--active: #a6bbf5; --border-color-progres= -sive--focus: #6485d1; --border-color-destructive--hover: #fd7865; --border-= -color-destructive--active: #fea898; --border-color-destructive--focus: #648= -5d1; --border-color-error--hover: #fd7865; --border-color-error--active: #f= -ea898; --border-color-warning--hover: #ca982e; --border-color-warning--acti= -ve: #edb537; --border-color-content-added: #233566; --border-color-content-= -removed: #987027; } - html.skin-theme-clientpref-os .notheme { color-scheme: light; color: var(= ---color-base); } - html.skin-theme-clientpref-os .skin-invert-image img, html.skin-theme-cli= -entpref-os .skin-invert, html.skin-theme-clientpref-os .oo-ui-iconElement-i= -con:not(.oo-ui-image-progressive):not(.oo-ui-image-destructive):not(.oo-ui-= -checkboxInputWidget-checkIcon):not(.oo-ui-image-invert):not(.mw-no-invert),= - html.skin-theme-clientpref-os .oo-ui-indicatorElement-indicator { color-sc= -heme: light; filter: invert(1) hue-rotate(180deg); } -} - -@media screen { - body { background-color: var(--background-color-neutral-subtle,#f8f9fa); = -color: var(--color-base,#202122); } - .client-js.vector-sticky-header-enabled { scroll-padding-top: 3.125rem; } - .mw-body, .parsoid-body { direction: ltr; } - .mw-body .firstHeading { overflow-wrap: break-word; margin-bottom: 0px; } - .mw-header { position: relative; z-index: 3; } - #mw-content-text { margin-top: 16px; } - .mw-indicators { z-index: 1; } - .mw-heading h1, .mw-heading h2, .mw-heading h3, .mw-heading h4, .mw-headi= -ng h5, .mw-heading h6 { scroll-margin-top: 75px; } - .vector-page-titlebar { box-shadow: none; } - .vector-page-titlebar::after { clear: both; content: ""; display: block; = -} - .vector-page-titlebar::after { content: ""; display: block; position: abs= -olute; bottom: 0px; left: 0px; right: 0px; height: 1px; background-color: v= -ar(--border-color-base,#a2a9b1); } - .vector-page-titlebar-blank::after { content: none; } - .vector-body-before-content { overflow: hidden; } - .vector-body-before-content .mw-indicators { margin-top: 8px; } - .mw-body .mw-portlet-lang { float: right; } - .vector-body { position: relative; z-index: 0; } - #siteSub { margin-top: 8px; } - #contentSub > div:not(:empty), #contentSub2 { font-size: var(--font-size-= -small,0.875rem); color: var(--color-subtle,#54595d); width: auto; margin: 8= -px 0px 0px; } - .mw-page-container { min-width: 18.75em; max-width: 99.75rem; box-sizing:= - border-box; position: relative; z-index: 0; margin: 0px auto; padding-top:= - 0.05px; padding-left: 1.5rem; padding-right: 1.5rem; background-color: var= -(--background-color-base,#fff); } - .vector-header-container { width: 100%; display: flex; justify-content: c= -enter; } - .vector-header-container .mw-header, .vector-header-container .vector-sti= -cky-header { width: 100%; min-height: 3.125rem; background-color: var(--bac= -kground-color-base,#fff); min-width: 18.75em; max-width: 99.75rem; padding-= -left: 1.5rem; padding-right: 1.5rem; box-sizing: border-box; } - .vector-feature-limited-width-clientpref-0 .mw-page-container, .vector-fe= -ature-limited-width-clientpref-0 .vector-sticky-header, .vector-feature-lim= -ited-width-clientpref-0 .mw-header { max-width: none; } - .skin--responsive .mw-page-container { min-width: auto; } - html { touch-action: manipulation; } - .vector-feature-main-menu-pinned-disabled.vector-toc-not-available .mw-pa= -ge-container-inner, .vector-feature-main-menu-pinned-disabled.vector-featur= -e-toc-pinned-clientpref-0 .mw-page-container-inner { grid-template-columns:= - minmax(0px, 1fr); grid-template-areas: "siteNotice" "pageContent" "columnS= -tart" "footer"; } - .vector-feature-main-menu-pinned-disabled.vector-toc-not-available .mw-pa= -ge-container-inner .mw-body, .vector-feature-main-menu-pinned-disabled.vect= -or-feature-toc-pinned-clientpref-0 .mw-page-container-inner .mw-body { just= -ify-content: center; } - .vector-column-start { margin-left: -12px; } - .vector-column-start .vector-main-menu-container { margin-left: 12px; } - .mixin-toc-below-page-title { position: fixed; top: 12px; left: 12px; mar= -gin: 0px; z-index: 50; } - .client-nojs.vector-feature-toc-pinned-clientpref-0 .vector-page-titlebar= --toc { margin-right: 8px; } - .client-nojs.vector-feature-toc-pinned-clientpref-0 .vector-page-titlebar= --toc .vector-dropdown-content { max-width: none; } - .client-nojs.vector-feature-toc-pinned-clientpref-0 .vector-page-titlebar= --toc .vector-toc { width: max-content; min-width: 200px; max-width: min(50.= -3625rem, 75vw); } - html, body { height: 100%; } - :focus { outline-color: var(--outline-color-progressive--focus,#36c); } - html { font-size: 100%; } - html, body { font-family: sans-serif; } - ul { list-style-type: disc; } - pre, .mw-code { line-height: 1.3; } - .mw-jump-link:not(:focus) { display: block; clip: rect(1px, 1px, 1px, 1px= -); width: 1px; height: 1px; margin: -1px; border: 0px; padding: 0px; overfl= -ow: hidden; user-select: none; position: absolute !important; } - .mw-editsection, .mw-editsection-like { font-family: sans-serif; } - .mw-body h1, .mw-body .mw-heading1, .mw-body-content h1, .mw-body-content= - .mw-heading1, .mw-body-content h2, .mw-body-content .mw-heading2 { font-fa= -mily: "Linux Libertine", Georgia, Times, "Source Serif 4", serif; line-heig= -ht: 1.375; } - .mw-body h1:lang(ja), .mw-body .mw-heading1:lang(ja), .mw-body-content h1= -:lang(ja), .mw-body-content .mw-heading1:lang(ja), .mw-body-content h2:lang= -(ja), .mw-body-content .mw-heading2:lang(ja), .mw-body h1:lang(he), .mw-bod= -y .mw-heading1:lang(he), .mw-body-content h1:lang(he), .mw-body-content .mw= --heading1:lang(he), .mw-body-content h2:lang(he), .mw-body-content .mw-head= -ing2:lang(he), .mw-body h1:lang(ko), .mw-body .mw-heading1:lang(ko), .mw-bo= -dy-content h1:lang(ko), .mw-body-content .mw-heading1:lang(ko), .mw-body-co= -ntent h2:lang(ko), .mw-body-content .mw-heading2:lang(ko) { font-family: sa= -ns-serif; } - .mw-body h1:lang(ckb), .mw-body .mw-heading1:lang(ckb), .mw-body-content = -h1:lang(ckb), .mw-body-content .mw-heading1:lang(ckb), .mw-body-content h2:= -lang(ckb), .mw-body-content .mw-heading2:lang(ckb) { font-family: Scheheraz= -ade, "Linux Libertine", Georgia, Times, "Source Serif 4", serif; } - .mw-body h1:lang(my), .mw-body .mw-heading1:lang(my), .mw-body-content h1= -:lang(my), .mw-body-content .mw-heading1:lang(my), .mw-body-content h2:lang= -(my), .mw-body-content .mw-heading2:lang(my) { line-height: normal; } - .mw-body h1, .mw-body .mw-heading1, .mw-body-content h1, .mw-body-content= - .mw-heading1 { font-size: 1.8em; } - .mw-body .mw-heading2, .mw-body h2 { font-size: 1.5em; } - .mw-body .mw-heading3, .mw-body h3, .mw-body .mw-heading4, .mw-body h4, .= -mw-body .mw-heading5, .mw-body h5, .mw-body .mw-heading6, .mw-body h6 { pad= -ding-bottom: 0px; line-height: 1.6; } - .mw-body .mw-heading2, .mw-body h2, .mw-body .mw-heading3, .mw-body h3, .= -mw-body .mw-heading4, .mw-body h4, .mw-body .mw-heading5, .mw-body h5, .mw-= -body .mw-heading6, .mw-body h6 { margin: 0.25em 0px; } - .mw-body .mw-heading3, .mw-body h3 { font-size: 1.2em; } - .mw-body .mw-heading3, .mw-body h3, .mw-body .mw-heading4, .mw-body h4 { = -font-weight: bold; } - .mw-body .mw-heading4, .mw-body h4, .mw-body .mw-heading5, .mw-body h5, .= -mw-body .mw-heading6, .mw-body h6 { font-size: 100%; } - .mw-body .mw-heading1 h1, .mw-body .mw-heading2 h2, .mw-body .mw-heading3= - h3, .mw-body .mw-heading4 h4, .mw-body .mw-heading5 h5, .mw-body .mw-headi= -ng6 h6 { margin-top: 0px; font-size: inherit; } - .mw-body p { margin: 0.5em 0px 1em; } - .mw-body p + ul, .mw-body p + ol, .mw-body p + table, .mw-body p + dl, .m= -w-body p + blockquote { margin-top: -0.5em; } - .mw-body blockquote { border-left: 4px solid var(--border-color-muted,#da= -dde3); padding: 8px 32px; } - .mw-body blockquote > :first-child { margin-top: 0px; } - .mw-body blockquote > :last-child { margin-bottom: 0px; } - #siteSub { font-size: var(--font-size-small,0.875rem); display: none; } - .vector-body { font-size: var(--font-size-medium); line-height: var(--lin= -e-height-content); } - a:where(:not([role=3D"button"])) { color: var(--color-progressive,#36c); = -border-radius: 2px; text-decoration: none; } - a:where(:not([role=3D"button"])):visited { color: var(--color-visited,#6a= -60b0); } - a:where(:not([role=3D"button"])):visited:hover { color: var(--color-visit= -ed--hover,#534fa3); } - a:where(:not([role=3D"button"])):visited:active { color: var(--color-visi= -ted--active,#353262); } - a:where(:not([role=3D"button"])):hover { color: var(--color-progressive--= -hover,#3056a9); text-decoration: underline; } - a:where(:not([role=3D"button"])):active { color: var(--color-progressive-= --active,#233566); text-decoration: underline; } - a:where(:not([role=3D"button"])):focus-visible { outline: solid 2px var(-= --outline-color-progressive--focus,#36c); } - @supports not selector(:focus-visible) { - a:where(:not([role=3D"button"])):focus { outline: solid 2px var(--outline= --color-progressive--focus,#36c); } -} - a:where(:not([role=3D"button"])) .cdx-icon:not(.cdx-thumbnail__placeholde= -r__icon--vue):last-child { min-width: 10px; min-height: 10px; width: var(--= -font-size-medium,1rem); height: var(--font-size-medium,1rem); padding-left:= - 4px; vertical-align: middle; } - a:where(.new:not([role=3D"button"])) { color: var(--color-destructive,#bf= -3c2c); } - a:where(.new:not([role=3D"button"])):visited { color: var(--color-destruc= -tive--visited,#9f5555); } - a:where(.new:not([role=3D"button"])):visited:hover { color: var(--color-d= -estructive--visited--hover,#854848); } - a:where(.new:not([role=3D"button"])):visited:active { color: var(--color-= -destructive--visited--active,#512e2e); } - a:where(.new:not([role=3D"button"])):hover { color: var(--color-destructi= -ve--hover,#9f3526); text-decoration: underline; } - a:where(.new:not([role=3D"button"])):active { color: var(--color-destruct= -ive--active,#612419); text-decoration: underline; } - a:where(.new:not([role=3D"button"])):focus { outline-color: var(--outline= --color-progressive--focus,#36c); } - .mw-parser-output a { overflow-wrap: break-word; } - .mw-parser-output a.external { background-image: url("/w/skins/Vector/res= -ources/skins.vector.styles/images/link-external-small-ltr-progressive.svg?f= -b64d"); background-position: right center; background-repeat: no-repeat; ba= -ckground-size: 0.857em auto; padding-right: 1em; } - .mw-parser-output a.external.free { word-break: break-all; } - a.mw-selflink { color: inherit; font-weight: bold; text-decoration: inher= -it; } - a.mw-selflink:hover { cursor: inherit; } - .mw-underline-always a { text-decoration: underline; } - .mw-underline-never a { text-decoration: none; } - .plainlinks a.external { background: none !important; padding: 0px !impor= -tant; } - .vector-dropdown { position: relative; } - .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only) { dis= -play: inline-flex; align-items: center; } - .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= -r { content: ""; min-width: 10px; min-height: 10px; display: inline-block; = -vertical-align: text-bottom; width: 0.75rem; height: 0.75rem; } - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= -r { background-position: center center; background-repeat: no-repeat; backg= -round-size: calc(max(calc(var(--font-size-medium,1rem) - 4px),10px)); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= -r { mask-position: center center; mask-repeat: no-repeat; mask-size: calc(m= -ax(calc(var(--font-size-medium,1rem) - 4px),10px)); } -} - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= -r { background-image: url("data:image/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(--o= -pacity-icon-base,0.87); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-dropdown .vector-dropdown-label:not(.cdx-button--icon-only)::afte= -r { mask-image: url("data:image/svg+xml;utf8,= -"); background-color: var(--color-base,#202122); } -} - .vector-dropdown .vector-dropdown-label-text { font-size: var(--font-size= --small,0.875rem); } - .vector-dropdown .vector-dropdown-checkbox { cursor: pointer; position: a= -bsolute; top: 0px; left: 0px; z-index: 1; opacity: 0; width: 100%; height: = -100%; margin: 0px; padding: 0px; } - .vector-dropdown .vector-dropdown-checkbox:checked ~ .vector-dropdown-con= -tent { opacity: 1; visibility: visible; height: auto; } - .vector-dropdown .vector-dropdown-content { position: absolute; top: 100%= -; left: -1px; opacity: 0; height: 0px; visibility: hidden; overflow: hidden= - auto; z-index: 50; background-color: var(--background-color-base,#fff); pa= -dding: 16px; font-size: var(--font-size-small,0.875rem); box-shadow: rgba(0= -, 0, 0, 0.2) 0px 2px 6px -1px; transition-property: opacity; transition-dur= -ation: 100ms; width: max-content; max-width: 200px; max-height: 75vh; } - .vector-pinnable-element .vector-menu-heading { color: var(--color-subtle= -,#54595d); font-weight: normal; cursor: default; padding: 6px 0px; margin: = -6px 0px; border-bottom: 1px solid var(--background-color-interactive,#eaecf= -0); } - .vector-pinnable-element .mw-list-item, .vector-dropdown-content .mw-list= --item { padding: 0px; } - .vector-pinnable-element .mw-list-item a, .vector-dropdown-content .mw-li= -st-item a { display: flex; align-items: center; padding: 6px 0px; } - .vector-pinnable-element .mw-list-item a .vector-icon, .vector-dropdown-c= -ontent .mw-list-item a .vector-icon { margin-right: 6px; } - .vector-pinnable-element .mw-list-item a:not(.mw-selflink):visited, .vect= -or-dropdown-content .mw-list-item a:not(.mw-selflink):visited { color: var(= ---color-progressive,#36c); } - .vector-pinnable-element .mw-list-item a:not(.mw-selflink):visited:hover,= - .vector-dropdown-content .mw-list-item a:not(.mw-selflink):visited:hover {= - color: var(--color-progressive--hover,#3056a9); } - .vector-pinnable-element .mw-list-item a.selected a, .vector-dropdown-con= -tent .mw-list-item a.selected a { color: var(--color-base,#202122) !importa= -nt; } - .vector-user-menu-button { padding-left: 4px; padding-right: 4px; } - .vector-feature-main-menu-pinned-enabled .vector-header-start .vector-mai= -n-menu-landmark, .vector-feature-main-menu-pinned-disabled .vector-main-men= -u-container .vector-main-menu-landmark { display: none; } - .vector-main-menu #p-navigation .vector-menu-heading { display: none; } - .vector-pinnable-element { font-size: var(--font-size-small,0.875rem); } - .vector-pinned-container { background-color: var(--background-color-base,= -#fff); padding: 0px 16px; margin-bottom: 2rem; display: none; } - @supports (display:grid) { - .vector-pinned-container { display: block; } -} - .vector-column-start, .vector-column-end { contain: paint; } - .vector-sticky-pinned-container { overflow: hidden auto; position: sticky= -; top: 24px; box-sizing: border-box; max-height: calc(-48px + 100vh); trans= -ition: top 250ms linear, max-height 250ms linear; } - .vector-sticky-pinned-container::after { content: ""; display: block; pos= -ition: sticky; bottom: 0px; left: 0px; right: 0px; height: 16px; background= --image: ; background-position-x: ; background-position-y: ; background-size= -: ; background-attachment: ; background-origin: ; background-clip: ; backgr= -ound-color: ; background-repeat: no-repeat; pointer-events: none; } - .vector-pinnable-header { padding-bottom: 6px; margin-bottom: 6px; border= --bottom: 1px solid var(--background-color-interactive,#eaecf0); line-height= -: 1.6; } - .vector-pinnable-header-label { display: inline-block; vertical-align: mi= -ddle; font-size: var(--font-size-small,0.875rem); padding: 0px; border: 0px= -; font-weight: bold; margin: 0px 0.5rem 0px 0px !important; } - .vector-pinnable-header-toggle-button { display: none; border: 0px; paddi= -ng: 4px 8px; background-color: var(--background-color-interactive,#eaecf0);= - color: var(--color-base,#202122); cursor: pointer; text-align: left; font-= -size: 0.75rem; border-radius: 2px; } - .vector-pinnable-header-toggle-button:hover { background-color: var(--bac= -kground-color-neutral-subtle,#f8f9fa); } - .vector-pinnable-header-override .vector-pinnable-header-toggle-button { = -display: none !important; } - .vector-feature-page-tools-pinned-enabled .vector-page-toolbar-container = -.vector-page-tools-landmark, .vector-feature-page-tools-pinned-disabled .ve= -ctor-column-end .vector-page-tools-landmark { display: none; } - .vector-toc .vector-pinnable-header { margin-left: 12px; } - .vector-toc .vector-pinnable-header-label { font-size: 100%; } - .vector-toc .vector-toc-numb { display: none; } - .vector-toc .vector-toc-toggle { display: none; transition: 100ms; positi= -on: absolute; left: calc(-11px); top: 1px; min-width: 22px; min-height: 22p= -x; padding: 0px; font-size: 0.7rem; } - .vector-toc .vector-toc-link { display: block; word-break: break-word; } - .vector-toc .vector-toc-list-item-active > .vector-toc-link, .vector-toc = -.vector-toc-level-1-active:not(.vector-toc-list-item-expanded) > .vector-to= -c-link, .vector-toc .vector-toc-list-item-active.vector-toc-level-1-active = -> .vector-toc-link { color: var(--color-base,#202122) !important; font-weig= -ht: bold; } - .vector-toc .vector-toc-list-item-active > .vector-toc-link .vector-toc-t= -ext, .vector-toc .vector-toc-level-1-active:not(.vector-toc-list-item-expan= -ded) > .vector-toc-link .vector-toc-text, .vector-toc .vector-toc-list-item= --active.vector-toc-level-1-active > .vector-toc-link .vector-toc-text { wid= -th: calc(100% + 16px); } - .vector-toc .vector-toc-level-1-active:not(.vector-toc-list-item-active) = -> .vector-toc-link { color: var(--color-base,#202122) !important; } - .vector-toc .vector-toc-text { padding: 6px 0px; } - .vector-toc .vector-toc-contents, .vector-toc .vector-toc-list { margin: = -0px; list-style: none; } - .vector-toc .vector-toc-list-item { position: relative; list-style-type: = -none; padding-left: 12px; margin: 0px; } - .client-js .vector-toc .vector-toc-level-1 .vector-toc-list-item { displa= -y: none; } - .client-js .vector-toc .vector-toc-level-1.vector-toc-list-item-expanded = -.vector-toc-list-item { display: block; } - .client-js .vector-toc .vector-toc-toggle { display: block; } - .client-js .vector-toc .vector-toc-level-1.vector-toc-list-item-expanded = -.vector-toc-toggle { transform: rotate(0deg); } - .client-js body.ltr .vector-toc .vector-toc-toggle { transform: rotate(-9= -0deg); } - .client-js body.rtl .vector-toc .vector-toc-toggle { transform: rotate(90= -deg); } - .vector-toc-landmark { display: none; } - .vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky-header-vi= -sible) .vector-page-titlebar .vector-toc-landmark, .vector-feature-toc-pinn= -ed-clientpref-0 .vector-sticky-header-visible .vector-sticky-header-context= --bar .vector-toc-landmark, .vector-feature-toc-pinned-clientpref-1 .vector-= -column-start .vector-toc-landmark { display: block; } - .cdx-button.cdx-button--icon-only span + span { display: block; clip: rec= -t(1px, 1px, 1px, 1px); width: 1px; height: 1px; margin: -1px; border: 0px; = -padding: 0px; overflow: hidden; user-select: none; position: absolute !impo= -rtant; } - input:hover + .cdx-button--weight-quiet:not(.cdx-button--action-progressi= -ve) { background-color: var(--background-color-interactive-subtle--hover,#e= -aecf0); } - input:active + .cdx-button--weight-quiet:not(.cdx-button--action-progress= -ive) { background-color: var(--background-color-interactive-subtle--active,= -#dadde3); color: var(--color-emphasized,#101418); } - input:focus:not(:active) + .cdx-button:not(.cdx-button--action-progressiv= -e) { border-color: var(--border-color-progressive--focus,#36c); box-shadow:= - inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } - input:hover + .cdx-button--weight-quiet.cdx-button--action-progressive { = -background-color: var(--background-color-progressive-subtle,#e8eeff); color= -: var(--color-progressive--hover,#3056a9); } - input:active + .cdx-button--weight-quiet.cdx-button--action-progressive {= - background-color: var(--background-color-progressive--active,#233566); col= -or: var(--color-inverted,#fff); border-color: var(--border-color-progressiv= -e--active,#233566); } - input:focus:not(:active) + .cdx-button--action-progressive { border-color= -: var(--border-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px = -var(--box-shadow-color-progressive--focus,#36c) inset 0 0 0 2px var(--box-s= -hadow-color-inverted,#fff); } - .vector-feature-appearance-pinned-clientpref-1 .vector-user-links .vector= --appearance-landmark, .vector-feature-appearance-pinned-clientpref-0 .vecto= -r-column-end .vector-appearance-landmark { display: none; } - #vector-appearance-dropdown .vector-dropdown-content { left: auto; right:= - 0px; } - .exclusion-notice { color: var(--color-disabled,#a2a9b1); } - .client-nojs .vector-appearance-landmark { display: none; } - .skin-client-pref-exclusion-notice { display: none; } - .vector-page-titlebar .mw-portlet-lang { box-sizing: border-box; flex-shr= -ink: 0; } - .client-nojs .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-head= -ing-0 { display: none; } - .vector-page-titlebar .mw-portlet-lang .vector-dropdown-label { user-sele= -ct: none; opacity: 1; } - .vector-page-titlebar .mw-portlet-lang .vector-dropdown-label.cdx-button-= --action-progressive.cdx-button--weight-quiet::after { mask-image: url("/w/s= -kins/Vector/resources/skins.vector.styles/images/arrow-down-progressive.svg= -?5cd6d"); background-color: var(--color-progressive,#36c); opacity: 1; } - .vector-page-titlebar .mw-portlet-lang .vector-dropdown-checkbox:active += - .vector-dropdown-label.cdx-button--action-progressive.cdx-button--weight-q= -uiet { color: var(--color-inverted-fixed,#fff); } - .vector-page-titlebar .mw-portlet-lang .vector-dropdown-checkbox:active += - .vector-dropdown-label.cdx-button--action-progressive.cdx-button--weight-q= -uiet .vector-icon { filter: brightness(0) invert(1); } - .vector-page-titlebar .mw-portlet-lang .vector-dropdown-checkbox:active += - .vector-dropdown-label.cdx-button--action-progressive.cdx-button--weight-q= -uiet::after { background-image: url("/w/skins/Vector/resources/skins.vector= -.styles/images/arrow-down-invert.svg?1223d"); } - .vector-page-titlebar .mw-portlet-lang .vector-dropdown-content { box-siz= -ing: border-box; max-height: 65vh; overflow: auto; left: auto; right: 0px; = -} - .vector-page-titlebar .mw-portlet-lang .vector-dropdown-content li a { fo= -nt-size: inherit; } - .vector-page-titlebar .mw-portlet-lang .after-portlet { margin-top: 12px;= - } - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty { d= -isplay: inline-flex; align-items: center; } - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= -ter { content: ""; min-width: 10px; min-height: 10px; display: inline-block= -; vertical-align: text-bottom; width: 0.75rem; height: 0.75rem; } - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= -ter { background-position: center center; background-repeat: no-repeat; bac= -kground-size: calc(max(calc(var(--font-size-medium,1rem) - 4px),10px)); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= -ter { mask-position: center center; mask-repeat: no-repeat; mask-size: calc= -(max(calc(var(--font-size-medium,1rem) - 4px),10px)); } -} - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= -ter { background-image: url("data:image/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(-= --opacity-icon-base,0.87); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty::af= -ter { mask-image: url("data:image/svg+xml;utf8,= -"); background-color: var(--color-base,#202122); } -} - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty + .= -vector-dropdown-content { min-width: 300px; } - .vector-page-titlebar .mw-portlet-lang .mw-portlet-lang-heading-empty + .= -vector-dropdown-content .mw-portlet-empty-language-selector-body { color: v= -ar(--color-subtle,#54595d); border-bottom: 1px solid var(--border-color-sub= -tle,#c8ccd1); padding-bottom: 20px; } - #p-lang-btn.mw-portlet-empty { display: none; } - .mw-interlanguage-selector { display: inline-flex; align-items: center; } - .mw-interlanguage-selector::after { content: ""; min-width: 10px; min-hei= -ght: 10px; display: inline-block; vertical-align: text-bottom; width: 0.75r= -em; height: 0.75rem; } - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .mw-interlanguage-selector::after { background-position: center center; b= -ackground-repeat: no-repeat; background-size: calc(max(calc(var(--font-size= --medium,1rem) - 4px),10px)); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .mw-interlanguage-selector::after { mask-position: center center; mask-re= -peat: no-repeat; mask-size: calc(max(calc(var(--font-size-medium,1rem) - 4p= -x),10px)); } -} - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .mw-interlanguage-selector::after { background-image: url("data:image/svg= -+xml;utf8,"); filter: invert(var(--filter= --invert-icon,0)); opacity: var(--opacity-icon-base,0.87); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .mw-interlanguage-selector::after { mask-image: url("data:image/svg+xml;u= -tf8,"); background-color: var(--color-bas= -e,#202122); } -} - .vector-dropdown > .mw-portlet-lang-heading-0 { display: none; } - .client-js .mw-portlet-lang .vector-dropdown-content { display: none; } - .vector-uls-disabled.client-js .mw-portlet-lang .vector-dropdown-content = -{ display: inherit; } - .client-js .action-view .vector-dropdown > .mw-portlet-lang-heading-0 { d= -isplay: flex; } - .client-js .action-view .vector-dropdown .mw-interlanguage-selector-empty= -:checked ~ .vector-dropdown-content { display: inherit; } - .vector-user-links { display: flex; align-items: center; position: relati= -ve; justify-content: flex-end; flex-shrink: 1; } - .vector-user-links .mw-list-item, .vector-user-links .vector-dropdown-lab= -el { margin: 0px 4px; } - .vector-user-links .vector-dropdown-content .mw-list-item { margin: 0px; = -} - .vector-user-menu .vector-dropdown-content { left: auto; right: 0px; } - .vector-user-menu .vector-menu-item--collapsible--none, .vector-user-menu= -.vector-user-links-dropdown--collapsible--none { display: none; } - .vector-user-links-main { display: flex; align-items: center; } - .vector-user-links-main .vector-menu-content { display: flex; } - .vector-user-links-main .vector-menu-content-list { display: flex; align-= -items: center; font-size: var(--font-size-small,0.875rem); } - .vector-user-menu-logged-in .vector-dropdown-label { display: inline-flex= -; align-items: center; padding: 0px 6px; } - .vector-user-menu-logged-in .vector-dropdown-label::after { content: ""; = -min-width: 10px; min-height: 10px; display: inline-block; vertical-align: t= -ext-bottom; width: 0.75rem; height: 0.75rem; } - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-user-menu-logged-in .vector-dropdown-label::after { background-po= -sition: center center; background-repeat: no-repeat; background-size: calc(= -max(calc(var(--font-size-medium,1rem) - 4px),10px)); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-user-menu-logged-in .vector-dropdown-label::after { mask-position= -: center center; mask-repeat: no-repeat; mask-size: calc(max(calc(var(--fon= -t-size-medium,1rem) - 4px),10px)); } -} - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-user-menu-logged-in .vector-dropdown-label::after { background-im= -age: url("data:image/svg+xml;utf8,"); fil= -ter: invert(var(--filter-invert-icon,0)); opacity: var(--opacity-icon-base,= -0.87); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-user-menu-logged-in .vector-dropdown-label::after { mask-image: u= -rl("data:image/svg+xml;utf8,"); backgroun= -d-color: var(--color-base,#202122); } -} - #pt-userpage-2 { max-width: 9.6875rem; overflow: hidden; text-overflow: e= -llipsis; } - #pt-userpage-2 a:not(.mw-selflink) { color: var(--color-progressive,#36c)= -; } - #pt-userpage-2 span { overflow: hidden; text-overflow: ellipsis; white-sp= -ace: nowrap; } - .mw-header { display: flex; flex-wrap: wrap; align-items: center; padding= --top: 8px; padding-bottom: 8px; gap: 16px; } - .mw-header .vector-header-start { gap: 20px; } - .mw-header .vector-header-start, .mw-header .vector-header-end { display:= - flex; align-items: center; } - .mw-header .vector-header-end { flex-grow: 1; } - .mw-header .search-toggle { display: inline-flex; float: right; font-size= -: 1rem; } - .mw-header .vector-typeahead-search-container { display: none; } - .vector-icon { mask-image: url("data:image/png;base64,iVBORw0KGgoAAAANSUh= -EUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=3D= -"); min-width: 10px; min-height: 10px; width: calc(var(--font-size-medium,1= -rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); display: inl= -ine-block; vertical-align: text-bottom; background-color: var(--color-base,= -#202122); } - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-icon { background-position: center center; background-repeat: no-= -repeat; background-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),= -10px)); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-icon { mask-position: center center; mask-repeat: no-repeat; mask= --size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); } -} - .vector-icon[class*=3D"-progressive"] { background-color: var(--color-pro= -gressive,#36c); } - .mw-indicators { font-size: var(--font-size-small,0.875rem); line-height:= - 1.6; position: relative; float: right; display: flex; column-gap: 8px; fle= -x-wrap: wrap; } - .mw-indicator { display: inline-block; } - .mw-footer-container { padding-top: 50px; padding-bottom: 82px; } - .mw-footer { direction: ltr; border-top: 1px solid var(--border-color-bas= -e,#a2a9b1); padding: 0.75em 0px; } - .mw-footer ul { list-style: none; margin: 0px; padding: 0px; } - .mw-footer li { color: var(--color-base,#202122); margin: 0px; padding: 0= -.5em 0px; font-size: 0.75em; } - #footer-icons { float: right; } - #footer-icons li { float: left; margin-left: 0.5em; line-height: 2; text-= -align: right; } - #footer-icons a { padding-left: 8px; padding-right: 8px; background-color= -: rgb(248, 249, 250); } - #footer-info { } - #footer-info li { line-height: 1.4; display: inline-block; } - #footer-info #footer-info-copyright { display: block; } - #footer-places li { float: left; margin-right: 1em; line-height: 2; } - .vector-menu .vector-menu-content-list { list-style: none; margin: 0px; } - .vector-menu-tabs { } - .vector-menu-tabs .vector-menu-content { width: 100%; } - .vector-menu-tabs .vector-menu-content-list { display: flex; align-items:= - center; justify-content: end; } - .vector-menu-tabs .mw-list-item { white-space: nowrap; margin-bottom: 0px= -; } - .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) {= - gap: 3px; padding: 0px 8px; } - .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) .= -vector-icon { min-width: 10px; min-height: 10px; width: var(--font-size-med= -ium,1rem); height: var(--font-size-medium,1rem); display: inline-block; ver= -tical-align: text-bottom; mask-size: var(--font-size-small,0.875rem) !impor= -tant; } - @supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) .= -vector-icon { background-position: center center; background-repeat: no-rep= -eat; background-size: calc(max(var(--font-size-medium,1rem),10px)); } -} - @supports (-webkit-mask-image:none) or (mask-image:none) { - .vector-menu-tabs .mw-list-item .cdx-button:not(.cdx-button--icon-only) .= -vector-icon { mask-position: center center; mask-repeat: no-repeat; mask-si= -ze: calc(max(var(--font-size-medium,1rem),10px)); } -} - .vector-menu-tabs .mw-list-item.vector-tab-noicon { margin: 0px 8px; } - .vector-menu-tabs .mw-list-item.vector-tab-noicon a { display: inline-fle= -x; align-items: center; position: relative; cursor: pointer; min-height: 32= -px; } - .vector-menu-tabs .mw-list-item.vector-tab-noicon a::after { position: ab= -solute; bottom: 0px; left: 0px; width: 100%; height: 2px; background-color:= - var(--background-color-transparent,transparent); content: ""; } - .vector-menu-tabs .mw-list-item.vector-tab-noicon a:focus, .vector-menu-t= -abs .mw-list-item.vector-tab-noicon a:hover { text-decoration: none; } - .vector-menu-tabs .mw-list-item.vector-tab-noicon a:focus::after, .vector= --menu-tabs .mw-list-item.vector-tab-noicon a:hover::after { background-colo= -r: var(--color-progressive--hover,#3056a9); } - .vector-menu-tabs .mw-list-item a:visited { color: var(--color-progressiv= -e,#36c); } - .vector-menu-tabs .mw-list-item a:visited:hover { color: var(--color-prog= -ressive--hover,#3056a9); } - .vector-menu-tabs .mw-list-item.new a:visited { color: var(--color-destru= -ctive,#bf3c2c); } - .vector-menu-tabs .mw-list-item.new a:visited:hover { color: var(--color-= -destructive--hover,#9f3526); } - .vector-menu-tabs .mw-list-item.selected a { color: var(--color-base,#202= -122) !important; } - .vector-menu-tabs .mw-list-item.selected a::after { background-color: var= -(--color-base,#202122); } - .vector-page-titlebar { position: relative; display: flex; flex-wrap: now= -rap; justify-content: flex-end; align-items: center; } - .vector-page-titlebar-blank { box-shadow: none; } - .vector-page-titlebar .firstHeading { flex-grow: 1; padding: 0px; border:= - 0px; } - .vector-page-titlebar .vector-page-titlebar-toc.ve-active { display: none= - !important; } - .vector-page-titlebar > .cdx-button { font-size: var(--font-size-small,0.= -875rem); white-space: nowrap; } - .vector-page-titlebar > .cdx-button, .vector-page-titlebar > .mw-portlet-= -lang { flex-shrink: 0; } - .vector-page-titlebar > .cdx-button:last-child, .vector-page-titlebar > .= -mw-portlet-lang:last-child { margin-right: calc(-12px); } - .vector-page-titlebar > .mw-portlet-lang-icon-only:last-child { margin-ri= -ght: calc(-6px); } - .vector-page-toolbar-container { display: flex; flex-flow: row; justify-c= -ontent: space-between; font-size: var(--font-size-small,0.875rem); box-shad= -ow: 0 1px var(--border-color-subtle,#c8ccd1); margin-bottom: 1px; } - .vector-page-toolbar-container .cdx-button { font-weight: normal; font-si= -ze: var(--font-size-small,0.875rem); } - #right-navigation, #left-navigation { display: flex; align-items: center;= - margin: 0px -8px; } - #left-navigation > nav { display: flex; } - #right-navigation { justify-content: flex-end; } - #right-navigation > nav:first-child { width: 100%; } - #right-navigation .vector-dropdown-content { left: auto; right: 0px; } - .vector-search-box { font-size: var(--font-size-small,0.875rem); flex-gro= -w: 1; } - .vector-search-box .vector-typeahead-search-container { max-width: 31.25r= -em; margin-right: 12px; } - .vector-search-box .cdx-typeahead-search--show-thumbnail.cdx-typeahead-se= -arch--auto-expand-width:not(.cdx-typeahead-search--expanded) { margin-left:= - calc(26px); } - #localNotice { margin-bottom: 0.9em; } - #siteNotice { font-size: 0.8em; margin: 24px 0px; position: relative; tex= -t-align: center; } - .vector-animations-ready .mw-watchlink .vector-icon { transition: transfo= -rm 500ms; } - [dir=3D"ltr"] .mw-watchlink .mw-ui-icon-wikimedia-unStar { transform: rot= -ate(72deg); } - [dir=3D"rtl"] .mw-watchlink .mw-ui-icon-wikimedia-unStar { transform: rot= -ate(-72deg); } - .mw-portlet-dock-bottom { display: none; } - .vector-sticky-header-container { display: none; } -} - -@media screen and (min-width: 1120px) { - .mw-page-container, .vector-header-container .mw-header, .vector-header-c= -ontainer .vector-sticky-header { padding-left: 2.75rem; padding-right: 2.75= -rem; } -} - -@media screen and (min-width: 1680px) { - .mw-page-container, .vector-header-container .mw-header, .vector-header-c= -ontainer .vector-sticky-header { padding-left: 3.25rem; padding-right: 3.25= -rem; } -} - -@media screen and (min-width: 1120px) { - .mw-page-container-inner { display: grid; column-gap: 24px; grid-template= -: "siteNotice siteNotice" min-content "columnStart pageContent" 1fr "footer= - footer" min-content / 12.25rem minmax(0px, 1fr); } - .vector-sitenotice-container { grid-area: siteNotice; } - .vector-column-start { grid-area: columnStart; overflow-anchor: none; } - .mw-content-container { grid-area: pageContent; } - .mw-footer-container { grid-area: footer; } - .vector-feature-page-tools-pinned-enabled .vector-column-end, .vector-fea= -ture-appearance-pinned-clientpref-1 .vector-column-end { width: 12.25rem; } - .vector-column-start, .vector-column-end { margin-top: 2.8rem; border-top= -: 1px solid transparent; } -} - -@media screen and (min-width: 1680px) { - .mw-page-container-inner { grid-template-columns: 15.5rem minmax(0px, 1fr= -); } - .mw-header { display: grid; column-gap: 24px; grid-template: "headerStart= - headerEnd" / 15.5rem minmax(0px, 1fr); } - .mw-header .vector-header-start { grid-area: headerStart; } - .mw-header .vector-header-end { grid-area: headerEnd; } - .vector-feature-page-tools-pinned-enabled .vector-column-end, .vector-fea= -ture-appearance-pinned-clientpref-1 .vector-column-end { width: 15.5rem; } -} - -@media screen and (min-width: 1120px) { - .mw-body { display: grid; grid-template: "titlebar-cx ." min-content "tit= -lebar columnEnd" min-content "toolbar columnEnd" min-content "content colum= -nEnd" 1fr / minmax(0px, 59.25rem) min-content; } - .mw-body .vector-page-titlebar { grid-area: titlebar; } - .mw-body .vector-page-toolbar { grid-area: toolbar; } - .mw-body #bodyContent { grid-area: content; } - .mw-body .vector-column-end { grid-area: columnEnd; overflow-anchor: none= -; } - .vector-feature-page-tools-pinned-enabled .mw-body, .vector-feature-appea= -rance-pinned-clientpref-1 .mw-body { column-gap: 24px; } - .vector-feature-limited-width-clientpref-0 .mw-body, .vector-feature-limi= -ted-width-content-disabled .mw-body { grid-template-columns: minmax(0px, 1f= -r) min-content; } -} - -@media screen and (max-width: calc(1119px)) { - .client-js .vector-page-titlebar-toc { margin-right: 8px; } - .client-js .vector-page-titlebar-toc .vector-dropdown-content { max-width= -: none; } - .client-js .vector-page-titlebar-toc .vector-toc { width: max-content; mi= -n-width: 200px; max-width: min(50.3625rem, 75vw); } - .client-js .vector-below-page-title .vector-page-titlebar-toc { position:= - fixed; top: 12px; left: 12px; margin: 0px; z-index: 50; } -} - -@media screen and (min-width: 1120px) { - .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= --header-visible) .vector-page-titlebar-toc { margin-right: 8px; } - .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= --header-visible) .vector-page-titlebar-toc .vector-dropdown-content { max-w= -idth: none; } - .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= --header-visible) .vector-page-titlebar-toc .vector-toc { width: max-content= -; min-width: 200px; max-width: min(50.3625rem, 75vw); } - .client-js.vector-feature-toc-pinned-clientpref-0 body:not(.vector-sticky= --header-visible).vector-below-page-title .vector-page-titlebar-toc { positi= -on: fixed; top: 12px; left: 12px; margin: 0px; z-index: 50; } - .client-js.vector-feature-toc-pinned-clientpref-0 .vector-sticky-header-v= -isible .vector-sticky-header-toc { margin-right: 8px; } - .client-js.vector-feature-toc-pinned-clientpref-0 .vector-sticky-header-v= -isible .vector-sticky-header-toc .vector-dropdown-content { max-width: none= -; } - .client-js.vector-feature-toc-pinned-clientpref-0 .vector-sticky-header-v= -isible .vector-sticky-header-toc .vector-toc { width: max-content; min-widt= -h: 200px; max-width: min(50.3625rem, 75vw); } -} - -@media screen and (max-width: calc(1119px)) { - .client-nojs.vector-feature-toc-pinned-clientpref-1 .vector-sticky-pinned= --container { position: static; } - .client-nojs.vector-feature-toc-pinned-clientpref-1 #vector-toc-pinned-co= -ntainer { max-height: 200px; } -} - -@media screen and (max-width: calc(1119px)) { - .client-js .vector-pinned-container { display: none; } - .client-js .vector-sticky-pinned-container { display: none; } -} - -@media screen and (min-width: 1120px) { - .client-js .vector-pinnable-header-unpinned .vector-pinnable-header-pin-b= -utton, .client-js .vector-pinnable-header-pinned .vector-pinnable-header-un= -pin-button { display: inline-block; } -} - -@media screen and (min-width: calc(639px)) { - .vector-page-tools .vector-icon, .vector-page-tools .vector-menu-item--co= -llapsible { display: none; } -} - -@media screen and (max-width: calc(639px)) { - .vector-page-tools .vector-has-collapsible-items { display: block; } -} - -@media screen and (max-width: calc(1119px)) { - .client-js .vector-page-titlebar .vector-toc-landmark { display: block; } - .client-js .mw-table-of-contents-container.vector-toc-landmark { display:= - none; } -} - -@media screen and (max-width: calc(1119px)) { - #p-lang-btn-label.cdx-button--icon-only, #vector-page-titlebar-toc-label,= - .vector-header .cdx-button.cdx-button--icon-only { min-height: 44px; min-w= -idth: 44px; } -} - -@media screen and (min-width: 1120px) { - .vector-button-flush-left { margin-left: calc(-6px); } -} - -@media screen and (max-width: calc(1119px)) { - .vector-button-flush-left { margin-left: calc(-12px); } -} - -@media screen and (min-width: 1120px) { - .vector-button-flush-right { margin-right: calc(-6px); } -} - -@media screen and (max-width: calc(1119px)) { - .vector-button-flush-right { margin-right: calc(-12px); } -} - -@media screen and (max-width: 1399px) { - .vector-feature-limited-width-clientpref-0 #skin-client-prefs-vector-feat= -ure-limited-width .skin-client-pref-exclusion-notice { display: block; } - .vector-feature-limited-width-clientpref-0 #skin-client-prefs-vector-feat= -ure-limited-width .vector-menu-content { flex-wrap: wrap; } -} - -@media screen and (min-width: 640px) { - .vector-user-menu .vector-menu-item--collapsible, .vector-user-menu.vecto= -r-user-links-dropdown--collapsible { display: none; } -} - -@media screen and (max-width: calc(639px)) { - .vector-user-links-main .after-portlet-user-page, .vector-user-links-main= - .vector-menu-item--collapsible { display: none; } -} - -@media screen and (max-width: calc(1119px)) { - .vector-user-menu-logged-in .vector-dropdown-label { padding: 0px 12px; } -} - -@media screen and (min-width: 1680px) { - #pt-userpage-2 { max-width: 12.5rem; } -} - -@media screen and (min-width: 1120px) { - .mw-header .search-toggle { display: none !important; } -} - -@media screen and (min-width: 1120px) { - .mw-header .vector-typeahead-search-container { display: block; } -} - -@media screen and (max-width: calc(1119px)) { - .mw-header { } - .mw-header.vector-header-search-toggled .vector-header-start, .mw-header.= -vector-header-search-toggled .search-toggle { display: none; } - .mw-header.vector-header-search-toggled .vector-typeahead-search-containe= -r { display: block; max-width: none; } - .mw-header.vector-header-search-toggled .vector-search-box { position: re= -lative; } - .mw-header.vector-header-search-toggled .cdx-typeahead-search--expanded .= -cdx-search-input__end-button { border-bottom-right-radius: 0px; } -} - -@media screen and (max-width: calc(639px)) { - .vector-page-titlebar { flex-wrap: wrap; } -} - -@media screen and (max-width: calc(639px)) { - .vector-page-titlebar .firstHeading { flex-basis: 70%; } -} - -@media screen and (min-width: calc(639px)) and (max-width: calc(1679px)) { - .vector-page-toolbar-container--expand { flex-flow: column; } - .vector-page-toolbar-container--expand #left-navigation { flex-wrap: wrap= -; } - .vector-page-toolbar-container--expand #left-navigation::after { backgrou= -nd-color: var(--border-color-subtle,#c8ccd1); content: ""; height: 1px; wid= -th: calc(100% - 16px); margin-left: 8px; } - .vector-page-toolbar-container--expand #right-navigation .vector-menu-con= -tent-list { justify-content: flex-start; } - .vector-page-toolbar-container--expand #ca-bookmark { margin-left: auto; = -} - .vector-page-toolbar-container--expand #ca-view { display: none; } - .ve-activated .vector-page-toolbar-container--expand #ca-view, .action-ed= -it .vector-page-toolbar-container--expand #ca-view { display: block; } -} - -@media screen and (min-width: calc(639px)) { - .vector-page-toolbar-container .mw-portlet-views:not(.emptyPortlet) { dis= -play: flex; } -} - -@media screen and (max-width: calc(639px)) { - .vector-page-toolbar-container .mw-portlet-views .vector-menu-item--colla= -psible { display: none; } -} - -@media screen and (min-width: 1680px) { - .client-js .vector-search-box.vector-search-box-auto-expand-width { margi= -n-left: calc(-24px); } -} - -@media all { - .mw-logo { display: flex; height: 100%; align-items: center; } - .mw-logo-icon { float: left; margin-right: 10px; display: none; width: 3.= -125em; height: 3.125em; } - .mw-logo-container { float: left; max-width: 120px; } - .mw-logo-container img { width: 100%; } - .mw-logo-wordmark { display: block; margin: 0px auto; } - .mw-logo-tagline { display: block; margin: 5px auto 0px; } -} - -@media (min-width: 640px) { - .mw-logo-icon { display: block; } -} - -@media (min-width: 640px) { - .mw-logo-container { max-width: none; } - .mw-logo-container img { width: auto; } -} - -@media print { - .toc, body { padding: 10px; font-family: "Linux Libertine", Georgia, Time= -s, "Source Serif 4", serif; } - .printfooter, .mw-footer, .thumb, figure, table, ol, dl, ul, .mw-heading3= -, h3, .mw-heading4, h4, .mw-heading5, h5, .mw-heading6, h6 { font-family: s= -ans-serif; } - img { font-family: "Linux Libertine", Georgia, Times, "Source Serif 4", s= -erif; } - .mw-body a:not(.image) { border-bottom: 1px solid rgb(170, 170, 170); } - .firstHeading { font-size: 25pt; line-height: 28pt; margin-bottom: 20px; = -padding-bottom: 5px; } - .firstHeading, .mw-heading2, :not(.mw-heading2) h2 { overflow: hidden; bo= -rder-bottom: 2px solid var(--color-emphasized,#101418); } - .mw-heading3, h3, .mw-heading4, h4, .mw-heading5, h5, .mw-heading6, h6 { = -margin: 30px 0px 0px; } - .mw-heading2, h2, .mw-heading3, h3, .mw-heading4, h4, .mw-heading5, h5, .= -mw-heading6, h6 { padding: 0px; position: relative; } - .mw-heading2, h2 { font-size: 18pt; line-height: 24pt; margin-bottom: 0.2= -5em; } - .mw-heading3, h3 { font-size: 14pt; line-height: 20pt; } - .mw-heading4, h4, .mw-heading5, h5, .mw-heading6, h6 { font-size: 12pt; l= -ine-height: 16pt; } - p { font-size: 12pt; line-height: 16pt; margin-top: 5px; text-align: just= -ify; } - p::before { content: ""; display: block; width: 120pt; overflow: hidden; = -break-after: avoid; } - blockquote { border-left: 2px solid var(--color-emphasized,#101418); padd= -ing-left: 20px; } - ol, ul { margin: 10px 0px 0px 1.6em; padding: 0px; } - ol li, ul li { padding: 2px 0px; font-size: 12pt; } - table ol li, table ul li { font-size: inherit; } - .toc { break-before: avoid; break-after: avoid; background: none; border:= - 0px; display: table; } - .toc a { border: 0px; font-weight: normal; } - .toc > ul > li { margin-bottom: 4px; font-weight: bold; } - .toc ul { margin: 0px; list-style: none; } - .toc ul ul { padding-left: 30px; } - .toc li.toclevel-1 > a { font-size: 12pt; font-weight: bold; } - #mw-navigation, .noprint, .mw-jump-link, .mw-portlet-lang, .toc .tocnumbe= -r { display: none; } - .printfooter { margin-top: 10px; border-top: 3px solid var(--color-emphas= -ized,#101418); padding-top: 10px; font-size: 10pt; clear: both; } - .mw-footer { margin-top: 12px; border-top: 1px solid rgb(238, 238, 238); = -padding-top: 5px; } - #footer-info { margin: 0px; padding: 0px; } - #footer-info li { color: rgb(153, 153, 153); list-style: none; display: b= -lock; padding-bottom: 10px; font-size: 10pt; } - #footer-info li a { color: rgb(153, 153, 153) !important; } - #footer-info-lastmod { color: var(--color-emphasized,#101418); font-size:= - 12pt; font-weight: bold; } - .vector-page-toolbar, .vector-header-start > :not(.mw-logo), .vector-head= -er-end, #mw-panel-toc, #vector-sticky-header, #p-lang-btn, .vector-menu-che= -ckbox, nav, #vector-page-titlebar-toc, #footer { display: none !important; = -} -} - -.cdx-icon { color: var(--color-base,#202122); display: inline-flex; align-i= -tems: center; justify-content: center; vertical-align: text-bottom; } - -.cdx-icon svg { fill: currentcolor; width: 100%; height: 100%; } - -.cdx-icon--x-small { min-width: 10px; min-height: 10px; width: calc(var(--f= -ont-size-medium,1rem) - 4px); height: calc(var(--font-size-medium,1rem) - 4= -px); } - -.cdx-icon--small { min-width: 14px; min-height: 14px; width: var(--font-siz= -e-medium,1rem); height: var(--font-size-medium,1rem); } - -.cdx-icon--medium { min-width: 18px; min-height: 18px; width: calc(var(--fo= -nt-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4p= -x); } - -.cdx-icon--flipped svg { transform: scaleX(-1); } - -.cdx-button { display: inline-flex; align-items: center; justify-content: c= -enter; gap: 6px; box-sizing: border-box; min-height: 32px; max-width: 28rem= -; margin: 0px; border-width: 1px; border-style: solid; border-radius: 2px; = -padding-right: 11px; padding-left: 11px; font-family: inherit; font-size: v= -ar(--font-size-medium,1rem); font-weight: 700; overflow: hidden; text-overf= -low: ellipsis; white-space: nowrap; text-transform: none; transition-proper= -ty: background-color, color, border-color, box-shadow; transition-duration:= - 0.1s; } - -.cdx-button--size-small { gap: 4px; min-height: 1.5rem; padding-right: 5px;= - padding-left: 5px; } - -.cdx-button--size-large { min-height: 44px; padding-right: 15px; padding-le= -ft: 15px; } - -.cdx-button--icon-only { min-width: 32px; padding-right: 0px; padding-left:= - 0px; } - -.cdx-button--icon-only.cdx-button--size-small { min-width: 1.5rem; } - -.cdx-button--icon-only.cdx-button--size-large { min-width: 44px; } - -.cdx-button .cdx-button__icon, .cdx-button .cdx-icon { vertical-align: midd= -le; } - -.cdx-button .cdx-icon { color: inherit; } - -.cdx-button--fake-button, .cdx-button--fake-button:hover, .cdx-button--fake= --button:focus { text-decoration: none; } - -.cdx-button:enabled, .cdx-button.cdx-button--fake-button--enabled { backgro= -und-color: var(--background-color-interactive-subtle,#f8f9fa); color: var(-= --color-neutral,#404244); border-color: var(--border-color-interactive,#7277= -7d); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled .cdx-button__icon, .cdx-button.cdx-button--fake-butto= -n--enabled .cdx-button__icon { background-color: var(--color-neutral,#40424= -4); } -} - -.cdx-button:enabled:hover, .cdx-button.cdx-button--fake-button--enabled:hov= -er { background-color: var(--background-color-interactive-subtle--hover,#ea= -ecf0); border-color: var(--border-color-interactive--hover,#27292d); cursor= -: pointer; } - -.cdx-button:enabled:active, .cdx-button.cdx-button--fake-button--enabled:ac= -tive, .cdx-button:enabled.cdx-button--is-active, .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--is-active { background-color: var(--backgrou= -nd-color-interactive-subtle--active,#dadde3); border-color: var(--border-co= -lor-interactive--active,#202122); } - -.cdx-button:enabled:focus, .cdx-button.cdx-button--fake-button--enabled:foc= -us { outline: transparent solid 1px; } - -.cdx-button:enabled:focus:not(:active):not(.cdx-button--is-active), .cdx-bu= -tton.cdx-button--fake-button--enabled:focus:not(:active):not(.cdx-button--i= -s-active) { border-color: var(--border-color-progressive--focus,#36c); box-= -shadow: inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } - -.cdx-button:enabled.cdx-button--action-progressive, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--action-progressive { background-color: va= -r(--background-color-progressive-subtle,#e8eeff); color: var(--color-progre= -ssive,#36c); border-color: var(--border-color-progressive,#36c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive .cdx-button__icon, .cd= -x-button.cdx-button--fake-button--enabled.cdx-button--action-progressive .c= -dx-button__icon { background-color: var(--color-progressive,#36c); } -} - -.cdx-button:enabled.cdx-button--action-progressive:hover, .cdx-button.cdx-b= -utton--fake-button--enabled.cdx-button--action-progressive:hover { backgrou= -nd-color: var(--background-color-progressive-subtle--hover,#d9e2ff); color:= - var(--color-progressive--hover,#3056a9); border-color: var(--border-color-= -progressive--hover,#3056a9); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive:hover .cdx-button__ico= -n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progress= -ive:hover .cdx-button__icon { background-color: var(--color-progressive--ho= -ver,#3056a9); } -} - -.cdx-button:enabled.cdx-button--action-progressive:active, .cdx-button.cdx-= -button--fake-button--enabled.cdx-button--action-progressive:active, .cdx-bu= -tton:enabled.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--action-progressive.cdx-but= -ton--is-active { background-color: var(--background-color-progressive-subtl= -e--active,#b6d4fb); color: var(--color-progressive--active,#233566); border= --color: var(--border-color-progressive--active,#233566); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive:active .cdx-button__ic= -on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progres= -sive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-progr= -essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--action-progressive.cdx-button--is-active .cdx= --button__icon { background-color: var(--color-progressive--active,#233566);= - } -} - -.cdx-button:enabled.cdx-button--action-destructive, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--action-destructive { background-color: va= -r(--background-color-destructive-subtle,#ffe9e5); color: var(--color-destru= -ctive,#bf3c2c); border-color: var(--border-color-destructive,#f54739); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive .cdx-button__icon, .cd= -x-button.cdx-button--fake-button--enabled.cdx-button--action-destructive .c= -dx-button__icon { background-color: var(--color-destructive,#bf3c2c); } -} - -.cdx-button:enabled.cdx-button--action-destructive:hover, .cdx-button.cdx-b= -utton--fake-button--enabled.cdx-button--action-destructive:hover { backgrou= -nd-color: var(--background-color-destructive-subtle--hover,#ffdad3); color:= - var(--color-destructive--hover,#9f3526); border-color: var(--border-color-= -destructive--hover,#9f3526); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive:hover .cdx-button__ico= -n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruct= -ive:hover .cdx-button__icon { background-color: var(--color-destructive--ho= -ver,#9f3526); } -} - -.cdx-button:enabled.cdx-button--action-destructive:active, .cdx-button.cdx-= -button--fake-button--enabled.cdx-button--action-destructive:active, .cdx-bu= -tton:enabled.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--action-destructive.cdx-but= -ton--is-active { background-color: var(--background-color-destructive-subtl= -e--active,#ffc8bd); color: var(--color-destructive--active,#612419); border= --color: var(--border-color-destructive--active,#612419); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive:active .cdx-button__ic= -on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruc= -tive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-destr= -uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--action-destructive.cdx-button--is-active .cdx= --button__icon { background-color: var(--color-destructive--active,#612419);= - } -} - -.cdx-button:enabled.cdx-button--action-destructive:focus:not(:active):not(.= -cdx-button--is-active), .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--action-destructive:focus:not(:active):not(.cdx-button--is-active) { b= -order-color: var(--border-color-destructive--focus,#36c); box-shadow: inset= - 0 0 0 1px var(--box-shadow-color-destructive--focus,#36c); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= -.cdx-button--action-progressive { background-color: var(--background-color-= -progressive,#36c); color: var(--color-inverted-fixed,#fff); border-color: v= -ar(--border-color-transparent,transparent); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= -rimary.cdx-button--action-progressive:hover { background-color: var(--backg= -round-color-progressive--hover,#3056a9); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= -primary.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-butt= -on--weight-primary.cdx-button--action-progressive.cdx-button--is-active, .c= -dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= -utton--action-progressive.cdx-button--is-active { background-color: var(--b= -ackground-color-progressive--active,#233566); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= -fake-button--enabled.cdx-button--weight-primary.cdx-button--action-progress= -ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= -rder-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= -shadow-color-progressive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= -r-inverted,#fff); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progres= -sive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--weight-primary.cdx-button--action-progressive .cdx-button__icon { bac= -kground-color: var(--color-inverted-fixed,#fff); } -} - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= -.cdx-button--action-destructive { background-color: var(--background-color-= -destructive,#bf3c2c); color: var(--color-inverted-fixed,#fff); border-color= -: var(--border-color-transparent,transparent); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= -rimary.cdx-button--action-destructive:hover { background-color: var(--backg= -round-color-destructive--hover,#9f3526); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= -primary.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-butt= -on--weight-primary.cdx-button--action-destructive.cdx-button--is-active, .c= -dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= -utton--action-destructive.cdx-button--is-active { background-color: var(--b= -ackground-color-destructive--active,#612419); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= -fake-button--enabled.cdx-button--weight-primary.cdx-button--action-destruct= -ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= -rder-color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= -shadow-color-destructive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= -r-inverted,#fff); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destruc= -tive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--weight-primary.cdx-button--action-destructive .cdx-button__icon { bac= -kground-color: var(--color-inverted-fixed,#fff); } -} - -.cdx-button:enabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake-= -button--enabled.cdx-button--weight-quiet { background-color: var(--backgrou= -nd-color-transparent,transparent); border-color: var(--border-color-transpa= -rent,transparent); } - -.cdx-button:enabled.cdx-button--weight-quiet:hover, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--weight-quiet:hover { background-color: va= -r(--background-color-interactive-subtle--hover,#eaecf0); mix-blend-mode: va= -r(--mix-blend-mode-blend,multiply); } - -.cdx-button:enabled.cdx-button--weight-quiet:active, .cdx-button.cdx-button= ---fake-button--enabled.cdx-button--weight-quiet:active, .cdx-button:enabled= -.cdx-button--weight-quiet.cdx-button--is-active, .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--is-active { backgro= -und-color: var(--background-color-interactive-subtle--active,#dadde3); } - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= --button--action-progressive { color: var(--color-progressive,#36c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= -on--weight-quiet.cdx-button--action-progressive .cdx-button__icon { backgro= -und-color: var(--color-progressive,#36c); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= -et.cdx-button--action-progressive:hover { background-color: var(--backgroun= -d-color-progressive-subtle--hover,#d9e2ff); color: var(--color-progressive-= --hover,#3056a9); border-color: var(--border-color-transparent,transparent);= - } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= -x-button--weight-quiet.cdx-button--action-progressive:hover .cdx-button__ic= -on { background-color: var(--color-progressive--hover,#3056a9); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= -iet.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-button--= -weight-quiet.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= -ction-progressive.cdx-button--is-active { background-color: var(--backgroun= -d-color-progressive-subtle--active,#b6d4fb); color: var(--color-progressive= ---active,#233566); border-color: var(--border-color-transparent,transparent= -); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= -dx-button--weight-quiet.cdx-button--action-progressive:active .cdx-button__= -icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progr= -essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive.c= -dx-button--is-active .cdx-button__icon { background-color: var(--color-prog= -ressive--active,#233566); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive:= -focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= --color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= -ow-color-progressive--focus,#36c); } - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= --button--action-destructive { color: var(--color-destructive,#bf3c2c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= -on--weight-quiet.cdx-button--action-destructive .cdx-button__icon { backgro= -und-color: var(--color-destructive,#bf3c2c); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= -et.cdx-button--action-destructive:hover { background-color: var(--backgroun= -d-color-destructive-subtle--hover,#ffdad3); color: var(--color-destructive-= --hover,#9f3526); border-color: var(--border-color-transparent,transparent);= - } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= -x-button--weight-quiet.cdx-button--action-destructive:hover .cdx-button__ic= -on { background-color: var(--color-destructive--hover,#9f3526); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= -iet.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-button--= -weight-quiet.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= -ction-destructive.cdx-button--is-active { background-color: var(--backgroun= -d-color-destructive-subtle--active,#ffc8bd); color: var(--color-destructive= ---active,#612419); border-color: var(--border-color-transparent,transparent= -); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= -dx-button--weight-quiet.cdx-button--action-destructive:active .cdx-button__= -icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destr= -uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive.c= -dx-button--is-active .cdx-button__icon { background-color: var(--color-dest= -ructive--active,#612419); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive:= -focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= --color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= -ow-color-destructive--focus,#36c); } - -.cdx-button:disabled, .cdx-button.cdx-button--fake-button--disabled { backg= -round-color: var(--background-color-disabled,#dadde3); color: var(--color-d= -isabled-emphasized,#a2a9b1); border-color: var(--border-color-transparent,t= -ransparent); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:disabled .cdx-button__icon, .cdx-button.cdx-button--fake-butt= -on--disabled .cdx-button__icon { background-color: var(--color-inverted,#ff= -f); } -} - -.cdx-button:disabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake= --button--disabled.cdx-button--weight-quiet { background-color: var(--backgr= -ound-color-transparent,transparent); color: var(--color-disabled,#a2a9b1); = -} - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:disabled.cdx-button--weight-quiet .cdx-button__icon, .cdx-but= -ton.cdx-button--fake-button--disabled.cdx-button--weight-quiet .cdx-button_= -_icon { background-color: var(--color-disabled,#a2a9b1); } -} - -.cdx-text-input { position: relative; box-sizing: border-box; min-width: 25= -6px; border-radius: 2px; overflow: hidden; } - -.cdx-text-input .cdx-text-input__start-icon { position: absolute; top: 50%;= - min-width: 18px; min-height: 18px; width: calc(var(--font-size-medium,1rem= -) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); transition-prop= -erty: color; transition-duration: 0.1s; left: 9px; transform: translateY(-5= -0%); } - -.cdx-text-input__icon.cdx-text-input__end-icon { min-width: 10px; min-heigh= -t: 10px; width: var(--font-size-medium,1rem); height: var(--font-size-mediu= -m,1rem); } - -@supports not (((-webkit-mask-image:none) or (mask-image:none))) { - .cdx-text-input__icon.cdx-text-input__end-icon { background-position: cen= -ter center; background-repeat: no-repeat; background-size: max(var(--font-s= -ize-medium,1rem),10px); } -} - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-text-input__icon.cdx-text-input__end-icon { mask-position: center ce= -nter; mask-repeat: no-repeat; mask-size: max(var(--font-size-medium,1rem),1= -0px); } -} - -.cdx-text-input__clear-icon.cdx-icon, .cdx-text-input .cdx-text-input__end-= -icon { position: absolute; top: 50%; min-width: 14px; min-height: 14px; wid= -th: var(--font-size-medium,1rem); height: var(--font-size-medium,1rem); tra= -nsition-property: color; transition-duration: 0.1s; right: 9px; transform: = -translateY(-50%); } - -.cdx-text-input__clear-icon.cdx-icon:hover { cursor: pointer; } - -.cdx-text-input__end-icon.cdx-icon + .cdx-text-input__clear-icon.cdx-icon {= - right: calc(calc(8px * 2 + var(--font-size-medium,1rem)) + 1px); } - -.cdx-text-input__input { display: block; box-sizing: border-box; min-height= -: 32px; width: 100%; max-height: 2rem; margin: 0px; border-width: 1px; bord= -er-style: solid; border-radius: inherit; padding: 4px 8px; font-family: inh= -erit; font-size: var(--font-size-medium,1rem); line-height: var(--line-heig= -ht-small,1.375rem); } - -.cdx-text-input__input:enabled { background-color: var(--background-color-b= -ase,#fff); color: var(--color-base,#202122); border-color: var(--border-col= -or-interactive,#72777d); box-shadow: inset 0 0 0 1px var(--box-shadow-color= --transparent,transparent); transition-property: background-color, color, bo= -rder-color, box-shadow; transition-duration: 0.25s; } - -.cdx-text-input__input:enabled ~ .cdx-text-input__icon-vue { color: var(--c= -olor-placeholder,#72777d); } - -.cdx-text-input__input:enabled ~ .cdx-text-input__icon { opacity: var(--opa= -city-icon-placeholder,.51); } - -.cdx-text-input__input:enabled:hover { border-color: var(--border-color-int= -eractive--hover,#27292d); } - -.cdx-text-input__input:enabled:focus ~ .cdx-text-input__icon-vue, .cdx-text= --input__input:enabled.cdx-text-input__input--has-value ~ .cdx-text-input__i= -con-vue { color: var(--color-subtle,#54595d); } - -.cdx-text-input__input:enabled:focus ~ .cdx-text-input__clear-icon, .cdx-te= -xt-input__input:enabled.cdx-text-input__input--has-value ~ .cdx-text-input_= -_clear-icon { color: var(--color-base,#202122); } - -.cdx-text-input__input:enabled:focus ~ .cdx-text-input__icon, .cdx-text-inp= -ut__input:enabled.cdx-text-input__input--has-value ~ .cdx-text-input__icon = -{ opacity: 1; } - -.cdx-text-input__input:enabled:focus { border-color: var(--border-color-pro= -gressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shadow-color-p= -rogressive--focus,#36c); outline: transparent solid 1px; } - -.cdx-text-input__input:enabled:read-only { background-color: var(--backgrou= -nd-color-neutral-subtle,#f8f9fa); border-color: var(--border-color-base,#a2= -a9b1); } - -.cdx-text-input__input:disabled { background-color: var(--background-color-= -disabled-subtle,#eaecf0); color: var(--color-disabled,#a2a9b1); -webkit-tex= -t-fill-color: var(--color-disabled,#a2a9b1); border-color: var(--border-col= -or-disabled,#c8ccd1); } - -.cdx-text-input__input:disabled ~ .cdx-text-input__icon-vue { color: var(--= -color-disabled,#a2a9b1); pointer-events: none; } - -.cdx-text-input__input:disabled ~ .cdx-text-input__icon { opacity: var(--op= -acity-icon-base--disabled,.51); } - -.cdx-text-input__input::placeholder { color: var(--color-placeholder,#72777= -d); opacity: 1; } - -.cdx-text-input__input[type=3D"search"] { appearance: none; } - -.cdx-text-input__input[type=3D"search"]::-webkit-search-decoration, .cdx-te= -xt-input__input[type=3D"search"]::-webkit-search-cancel-button { display: n= -one; } - -.cdx-text-input--has-start-icon .cdx-text-input__input { padding-left: calc= -(8px + 8px + calc(var(--font-size-medium,1rem) + 4px)); } - -.cdx-text-input--has-end-icon .cdx-text-input__input, .cdx-text-input--clea= -rable .cdx-text-input__input { padding-right: calc(8px + 8px + var(--font-s= -ize-medium,1rem)); } - -.cdx-text-input--has-end-icon.cdx-text-input--clearable .cdx-text-input__in= -put { padding-right: calc(8px + calc(8px * 2 + var(--font-size-medium,1rem)= -) + var(--font-size-medium,1rem)); } - -.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= -):not(:focus) { background-color: var(--background-color-error-subtle,#ffe9= -e5); color: var(--color-error,#bf3c2c); border-color: var(--border-color-er= -ror,#f54739); } - -.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= -):not(:focus)::placeholder, .cdx-text-input--status-error .cdx-text-input__= -input:enabled:not(:read-only):not(:focus) ~ .cdx-text-input__start-icon, .c= -dx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only):= -not(:focus) ~ .cdx-text-input__end-icon { color: var(--color-error,#bf3c2c)= -; } - -.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= -):not(:focus):hover { background-color: var(--background-color-error-subtle= ---hover,#ffdad3); color: var(--color-error--hover,#9f3526); border-color: v= -ar(--border-color-error--hover,#9f3526); } - -.cdx-text-input--status-error .cdx-text-input__input:enabled:not(:read-only= -):not(:focus):hover::placeholder, .cdx-text-input--status-error .cdx-text-i= -nput__input:enabled:not(:read-only):not(:focus):hover ~ .cdx-text-input__st= -art-icon, .cdx-text-input--status-error .cdx-text-input__input:enabled:not(= -:read-only):not(:focus):hover ~ .cdx-text-input__end-icon { color: var(--co= -lor-error--hover,#9f3526); } - -.cdx-search-input--has-end-button { background-color: var(--background-colo= -r-base,#fff); display: flex; border: 1px solid var(--border-color-base,#a2a= -9b1); border-radius: 2px; } - -.cdx-search-input--has-end-button .cdx-search-input__input-wrapper { flex-g= -row: 1; margin: -1px; } - -.cdx-search-input--has-end-button .cdx-search-input__input-wrapper .cdx-tex= -t-input { border-top-right-radius: 0px; border-bottom-right-radius: 0px; } - -.cdx-search-input__end-button.cdx-button { flex-shrink: 0; margin: -1px -1p= -x -1px 0px; border-top-left-radius: 0px; border-bottom-left-radius: 0px; } - -.cdx-search-input__end-button.cdx-button:hover, .cdx-search-input__end-butt= -on.cdx-button:focus { z-index: 1; } - -.cdx-search-input__input-wrapper { position: relative; } - -.cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { min-wi= -dth: 10px; min-height: 10px; width: calc(var(--font-size-medium,1rem) + 4px= -); height: calc(var(--font-size-medium,1rem) + 4px); display: inline-block;= - vertical-align: text-bottom; } - -@supports not (((-webkit-mask-image:none) or (mask-image:none))) { - .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { back= -ground-position: center center; background-repeat: no-repeat; background-si= -ze: max(calc(var(--font-size-medium,1rem) + 4px),10px); } -} - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { mask= --position: center center; mask-repeat: no-repeat; mask-size: max(calc(var(-= --font-size-medium,1rem) + 4px),10px); } -} - -@supports not (((-webkit-mask-image:none) or (mask-image:none))) { - .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { back= -ground-image: url("data:image/svg+xml;utf8,"); filter: inve= -rt(var(--filter-invert-icon,0)); opacity: var(--opacity-icon-base,.87); } -} - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-search-input .cdx-text-input__icon.cdx-text-input__start-icon { mask= --image: url("data:image/svg+xml;utf8,"); background-color: = -var(--color-base,#202122); } -} - -.cdx-label { display: flex; flex-direction: column; font-size: var(--font-s= -ize-medium,1rem); line-height: var(--line-height-small,1.375rem); } - -.cdx-label__label__icon.cdx-icon { color: var(--color-subtle,#54595d); marg= -in-right: 4px; } - -.cdx-label__label__text { font-weight: 700; } - -legend.cdx-label { padding: 0px; } - -fieldset label.cdx-label__label .cdx-label__label__text { font-weight: 400;= - } - -.cdx-label:not(.cdx-label--disabled) .cdx-label__label__optional-flag, .cdx= --label:not(.cdx-label--disabled) .cdx-label__description { color: var(--col= -or-subtle,#54595d); } - -.cdx-label--disabled, .cdx-label--disabled .cdx-label__label__icon { color:= - var(--color-disabled,#a2a9b1); } - -.cdx-label--visually-hidden { display: block; clip: rect(1px, 1px, 1px, 1px= -); width: 1px; height: 1px; margin: -1px; border: 0px; padding: 0px; overfl= -ow: hidden; position: absolute !important; } - -.cdx-label:not(.cdx-label--visually-hidden) { padding-bottom: 4px; } - -.cdx-radio { position: relative; min-width: 20px; min-height: 20px; } - -.cdx-radio__wrapper { display: flex; } - -.cdx-radio:not(.cdx-radio--inline) { display: flex; flex-direction: column;= - margin-bottom: 6px; } - -.cdx-radio:not(.cdx-radio--inline):last-child { margin-bottom: 0px; } - -.cdx-radio--inline { display: inline-flex; margin-right: 16px; white-space:= - nowrap; } - -.cdx-radio--inline:last-child { margin-right: 0px; } - -.cdx-radio__label, .cdx-radio__label.cdx-label { display: inline-flex; posi= -tion: relative; z-index: 0; padding-left: calc(var(--font-size-medium,1rem)= - + 10px); } - -.cdx-radio__label.cdx-label { padding-bottom: 0px; } - -.cdx-radio__label.cdx-label .cdx-label__label__text { font-weight: 400; } - -.cdx-radio--inline .cdx-radio__label { display: inline; } - -.cdx-radio__icon { background-color: var(--background-color-base-fixed,#fff= -); position: absolute; left: 0px; box-sizing: border-box; min-width: 18px; = -min-height: 18px; width: calc(var(--font-size-medium,1rem) + 4px); height: = -calc(var(--font-size-medium,1rem) + 4px); margin-top: 1px; border-width: 1p= -x; border-style: solid; transition-property: background-color, color, borde= -r-color, box-shadow; transition-duration: 0.1s; } - -.cdx-radio__input { opacity: 0; position: absolute; left: 0px; z-index: 1; = -min-width: 20px; min-height: 20px; width: calc(var(--font-size-medium,1rem)= - + 4px); height: calc(var(--font-size-medium,1rem) + 4px); margin: 1px 0px = -0px; font-size: var(--font-size-medium,1rem); cursor: inherit; } - -.cdx-radio__wrapper:hover > .cdx-radio__input:enabled, .cdx-radio__wrapper:= -hover > .cdx-radio__input:enabled ~ .cdx-label .cdx-label__label, .cdx-radi= -o__wrapper:hover > .cdx-radio__input:enabled ~ .cdx-radio__label:not(.cdx-l= -abel) { cursor: pointer; } - -.cdx-radio__custom-input:not(.cdx-radio__custom-input--inline) { padding-to= -p: 6px; padding-left: calc(var(--font-size-medium,1rem) + 10px); } - -.cdx-radio__icon { border-radius: 50%; } - -.cdx-radio__icon::before { content: " "; position: absolute; inset: -0.25re= -m; border: 1px solid var(--border-color-transparent,transparent); border-ra= -dius: 50%; } - -.cdx-radio__input:enabled + .cdx-radio__icon { background-color: var(--back= -ground-color-base,#fff); border-color: var(--border-color-interactive,#7277= -7d); } - -.cdx-radio__input:enabled:hover + .cdx-radio__icon { background-color: var(= ---background-color-interactive-subtle--hover,#eaecf0); border-color: var(--= -border-color-interactive--hover,#27292d); } - -.cdx-radio__input:enabled:active + .cdx-radio__icon { background-color: var= -(--background-color-interactive-subtle--active,#dadde3); border-color: var(= ---border-color-interactive--active,#202122); } - -.cdx-radio__input:enabled:focus:not(:active) + .cdx-radio__icon { border-co= -lor: var(--border-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1= -px var(--box-shadow-color-progressive--focus,#36c); } - -.cdx-radio__input:enabled:checked + .cdx-radio__icon { background-color: va= -r(--background-color-base-fixed,#fff); border-width: 6px; border-color: var= -(--background-color-progressive,#36c); } - -.cdx-radio__input:enabled:checked:hover + .cdx-radio__icon { border-color: = -var(--background-color-progressive--hover,#3056a9); } - -.cdx-radio__input:enabled:checked:focus + .cdx-radio__icon::before { border= --color: var(--border-color-inverted,#fff); } - -.cdx-radio__input:enabled:checked:active + .cdx-radio__icon { background-co= -lor: var(--background-color-base-fixed,#fff); border-color: var(--backgroun= -d-color-progressive--active,#233566); } - -.cdx-radio__input:enabled:checked:active + .cdx-radio__icon::before { borde= -r-color: var(--background-color-progressive--active,#233566); } - -.cdx-radio--status-error .cdx-radio__input:enabled ~ .cdx-radio__label { co= -lor: var(--color-error,#bf3c2c); } - -.cdx-radio--status-error .cdx-radio__input:enabled + .cdx-radio__icon { bac= -kground-color: var(--background-color-error-subtle,#ffe9e5); border-color: = -var(--border-color-error,#f54739); } - -.cdx-radio--status-error .cdx-radio__input:enabled:hover + .cdx-radio__icon= - { background-color: var(--background-color-error-subtle--hover,#ffdad3); b= -order-color: var(--border-color-error--hover,#9f3526); } - -.cdx-radio--status-error .cdx-radio__input:enabled:focus + .cdx-radio__icon= - { border-color: var(--border-color-progressive--focus,#36c); } - -.cdx-radio--status-error .cdx-radio__input:enabled:active + .cdx-radio__ico= -n { background-color: var(--background-color-error-subtle--active,#ffc8bd);= - border-color: var(--border-color-error--active,#612419); box-shadow: none;= - } - -.cdx-radio--status-error .cdx-radio__input:enabled:checked + .cdx-radio__ic= -on { background-color: var(--background-color-base-fixed,#fff); border-colo= -r: var(--background-color-error,#f54739); } - -.cdx-radio--status-error .cdx-radio__input:enabled:checked:hover + .cdx-rad= -io__icon { border-color: var(--background-color-error--hover,#d74032); } - -.cdx-radio--status-error .cdx-radio__input:enabled:checked:focus:not(.cdx-r= -adio--status-error .cdx-radio__input:enabled:checked:active) + .cdx-radio__= -icon { border-width: 1px; } - -.cdx-radio--status-error .cdx-radio__input:enabled:checked:focus:not(.cdx-r= -adio--status-error .cdx-radio__input:enabled:checked:active) + .cdx-radio__= -icon::before { inset: 2px; border-width: 4px; border-color: var(--border-co= -lor-error,#f54739); } - -.cdx-radio--status-error .cdx-radio__input:enabled:checked:active + .cdx-ra= -dio__icon { border-color: var(--background-color-error--active,#bf3c2c); bo= -x-shadow: none; } - -.cdx-radio--status-error .cdx-radio__input:enabled:checked:active + .cdx-ra= -dio__icon::before { border-color: var(--border-color-transparent,transparen= -t); } - -.cdx-radio__input:disabled ~ .cdx-radio__label, .cdx-radio__input:disabled = -~ .cdx-radio__label.cdx-label { color: var(--color-disabled,#a2a9b1); } - -.cdx-radio__input:disabled + .cdx-radio__icon { background-color: var(--bac= -kground-color-disabled-subtle,#eaecf0); border-color: var(--border-color-di= -sabled,#c8ccd1); } - -.cdx-radio__input:disabled:checked + .cdx-radio__icon { background-color: v= -ar(--color-disabled-emphasized,#a2a9b1); border-width: 6px; border-color: v= -ar(--background-color-disabled,#dadde3); } - -.cdx-message { background-color: var(--background-color-notice-subtle,#eaec= -f0); 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} - -@keyframes mwe-popups-fade-in-up {=20 - 0% { opacity: 0; transform: translate(0px, 20px); } - 100% { opacity: 1; transform: translate(0px, 0px); } -} - -@keyframes mwe-popups-fade-in-down {=20 - 0% { opacity: 0; transform: translate(0px, -20px); } - 100% { opacity: 1; transform: translate(0px, 0px); } -} - -@keyframes mwe-popups-fade-out-down {=20 - 0% { opacity: 1; transform: translate(0px, 0px); } - 100% { opacity: 0; transform: translate(0px, 20px); } -} - -@keyframes mwe-popups-fade-out-up {=20 - 0% { opacity: 1; transform: translate(0px, 0px); } - 100% { opacity: 0; transform: translate(0px, -20px); } -} - -.mwe-popups-fade-in-up { animation: 0.2s ease 0s 1 normal forwards running = -mwe-popups-fade-in-up; } - -.mwe-popups-fade-in-down { animation: 0.2s ease 0s 1 normal forwards runnin= -g mwe-popups-fade-in-down; } - -.mwe-popups-fade-out-down { animation: 0.2s ease 0s 1 normal forwards runni= -ng mwe-popups-fade-out-down; } - -.mwe-popups-fade-out-up { animation: 0.2s ease 0s 1 normal forwards running= - mwe-popups-fade-out-up; } - -.popups-icon--settings { min-width: 10px; min-height: 10px; width: calc(var= -(--font-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem)= - + 4px); display: inline-block; vertical-align: text-bottom; } - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .popups-icon--settings { background-position: center center; background-r= -epeat: no-repeat; background-size: calc(max(calc(var(--font-size-medium,1re= -m) + 4px),10px)); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .popups-icon--settings { mask-position: center center; mask-repeat: no-re= -peat; mask-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); = -} -} - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .popups-icon--settings { background-image: url("data:image/svg+xml;utf8,<= -svg xmlns=3D\"http://www.w3.org/2000/svg\" width=3D\"20\" height=3D\"20\" v= -iewBox=3D\"0 0 20 20\" fill=3D\"%23000\">"); filter: invert(var(--filter-invert-ic= -on,0)); 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background-repe= -at: no-repeat; background-size: calc(max(calc(var(--font-size-medium,1rem) = -+ 4px),10px)); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .popups-icon--close { mask-position: center center; mask-repeat: no-repea= -t; mask-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); } -} - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .popups-icon--close { background-image: url("data:image/svg+xml;utf8,"); filter: invert(var(--fil= -ter-invert-icon,0)); opacity: var(--opacity-icon-base,0.87); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .popups-icon--close { mask-image: url("data:image/svg+xml;utf8,"); background-color: var(--color-= -base,#202122); } -} - -.popups-icon--footer { background-image: url("/w/extensions/Popups/src/ui/i= -cons/footer-ltr.svg?9d590"); } - -.popups-icon--preview-generic { mask-image: url("/w/extensions/Popups/src/u= -i/icons/sad-face-ltr.svg?d9aab"); background-color: var(--color-base,#20212= -2); 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width:= - 350px; padding: 32px 0px 24px; margin: 0px auto; } - -#mwe-popups-settings main#mwe-popups-settings-form p { color: var(--color-s= -ubtle,#54595d); font-size: var(--font-size-small,0.875rem); margin: 16px 0p= -x 0px; } - -#mwe-popups-settings main#mwe-popups-settings-form p:first-child { margin-t= -op: 0px; } - -#mwe-popups-settings main#mwe-popups-settings-form form img { margin-right:= - 60px; } - -#mwe-popups-settings main#mwe-popups-settings-form form label { font-size: = -var(--font-size-small,0.875rem); line-height: 16px; width: 300px; margin-le= -ft: 10px; flex-direction: column; } - -#mwe-popups-settings main#mwe-popups-settings-form form label > span { colo= -r: var(--color-emphasized,#101418); font-size: var(--font-size-small,0.875r= -em); font-weight: 700; display: block; margin-bottom: 5px; } - -#mwe-popups-settings main#mwe-popups-settings-form form label::before { top= -: 0.78125em !important; } - -.mwe-popups-settings-help { font-size: var(--font-size-small,0.875rem); 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border-image-repeat: ; border-top: 0px; border-bottom: 9px solid v= -ar(--border-color-base,#a2a9b1); top: -9px; left: 293px; } - -.mwe-popups.mwe-popups-image-pointer.flipped-x::after { content: ""; positi= -on: absolute; border-right-color: ; border-right-style: ; border-right-widt= -h: ; border-left-color: ; border-left-style: ; border-left-width: ; border-= -image-source: ; border-image-slice: ; border-image-width: ; border-image-ou= -tset: ; border-image-repeat: ; border-top: 0px; border-bottom: 12px solid v= -ar(--background-color-base,#fff); top: -8px; left: 290px; } - -.mwe-popups.mwe-popups-image-pointer > div > a > svg { margin-top: -8px; po= -sition: absolute; z-index: 113; left: 0px; } - -.mwe-popups.flipped-x.mwe-popups-is-tall { min-height: 242px; } - -.mwe-popups.flipped-x.mwe-popups-is-tall::before { content: ""; position: a= -bsolute; border-right-color: ; border-right-style: ; border-right-width: ; = -border-left-color: ; border-left-style: ; border-left-width: ; border-image= --source: ; border-image-slice: ; border-image-width: ; border-image-outset:= - ; border-image-repeat: ; border-top: 0px; border-bottom: 9px solid var(--b= -order-color-base,#a2a9b1); top: -9px; left: 420px; z-index: 111; } - -.mwe-popups.flipped-x.mwe-popups-is-tall > div > a > svg { margin: -8px 0px= - -7px; position: absolute; z-index: 113; right: 0px; } - -.mwe-popups.flipped-x-y::before { content: ""; position: absolute; border-r= -ight-color: ; border-right-style: ; border-right-width: ; border-left-color= -: ; border-left-style: ; border-left-width: ; border-image-source: ; border= --image-slice: ; border-image-width: ; border-image-outset: ; border-image-r= -epeat: ; border-bottom: 0px; border-top: 9px solid var(--border-color-base,= -#a2a9b1); bottom: -9px; left: 293px; z-index: 111; } - -.mwe-popups.flipped-x-y::after { content: ""; position: absolute; border-ri= -ght-color: ; border-right-style: ; border-right-width: ; border-left-color:= - ; border-left-style: ; border-left-width: ; border-image-source: ; border-= -image-slice: ; border-image-width: ; border-image-outset: ; border-image-re= -peat: ; border-bottom: 0px; border-top: 12px solid var(--background-color-b= -ase,#fff); bottom: -8px; left: 290px; z-index: 112; } - -.mwe-popups.flipped-x-y.mwe-popups-is-tall { min-height: 242px; } - -.mwe-popups.flipped-x-y.mwe-popups-is-tall::before { content: ""; position:= - absolute; border-right-color: ; border-right-style: ; border-right-width: = -; border-left-color: ; border-left-style: ; border-left-width: ; border-ima= -ge-source: ; border-image-slice: ; border-image-width: ; border-image-outse= -t: ; border-image-repeat: ; border-bottom: 0px; border-top: 9px solid var(-= --border-color-base,#a2a9b1); bottom: -9px; left: 420px; } - -.mwe-popups.flipped-x-y.mwe-popups-is-tall::after { content: ""; position: = -absolute; border-right-color: ; border-right-style: ; border-right-width: ;= - border-left-color: ; border-left-style: ; border-left-width: ; border-imag= -e-source: ; border-image-slice: ; border-image-width: ; border-image-outset= -: ; border-image-repeat: ; border-bottom: 0px; border-top: 12px solid var(-= --background-color-base,#fff); bottom: -8px; left: 417px; } - -.mwe-popups.flipped-x-y.mwe-popups-is-tall > div > a > svg { margin: 0px 0p= -x -9px; position: absolute; z-index: 113; right: 0px; } - -.mwe-popups.flipped-y::before { content: ""; position: absolute; border-rig= -ht-color: ; border-right-style: ; border-right-width: ; border-left-color: = -; border-left-style: ; border-left-width: ; border-image-source: ; border-i= -mage-slice: ; border-image-width: ; border-image-outset: ; border-image-rep= -eat: ; border-bottom: 0px; border-top: 8px solid var(--border-color-base,#a= -2a9b1); bottom: -8px; left: 10px; } - -.mwe-popups.flipped-y::after { content: ""; position: absolute; border-righ= -t-color: ; border-right-style: ; border-right-width: ; border-left-color: ;= - border-left-style: ; border-left-width: ; border-image-source: ; border-im= -age-slice: ; border-image-width: ; border-image-outset: ; border-image-repe= -at: ; border-bottom: 0px; border-top: 11px solid var(--background-color-bas= -e,#fff); bottom: -7px; left: 7px; } - -.mwe-popups-is-tall polyline { transform: translate(0px, 0px); } - -.mwe-popups-is-tall.flipped-x-y polyline { transform: translate(0px, -8px);= - } - -.mwe-popups-is-tall.flipped-x polyline { transform: translate(0px, 8px); } - -.rtl .mwe-popups-is-tall polyline { transform: translate(-100%, 0px); } - -.rtl .mwe-popups-is-tall.flipped-x-y polyline { transform: translate(-100%,= - -8px); } - -.rtl .mwe-popups-is-tall.flipped-x polyline { transform: translate(-100%, 8= -px); } - -@supports (clip-path:polygon(1px 1px)) { - .mwe-popups .mwe-popups-thumbnail { display: block; object-fit: cover; ou= -tline: rgba(0, 0, 0, 0.1) solid 1px; } - .mwe-popups.flipped-y .mwe-popups-container, .mwe-popups.flipped-x-y .mwe= --popups-container { --y1: 100%; --y2: calc(100% - var(--pointer-height)); -= --y3: calc(100% - var(--pointer-height) - var(--pseudo-radius)); --y4: var(-= --pseudo-radius); --y5: 0; margin-bottom: calc(var(--pointer-height) * -1); = -padding-bottom: var(--pointer-height); } - .mwe-popups:not(.flipped-y):not(.flipped-x-y) .mwe-popups-container { mar= -gin-top: calc(var(--pointer-height) * -1); padding-top: var(--pointer-heigh= -t); } - .mwe-popups .mwe-popups-discreet { margin-top: calc(var(--pointer-height)= - * -1); } - .mwe-popups.mwe-popups-is-tall.flipped-y .mwe-popups-discreet, .mwe-popup= -s.mwe-popups-is-tall.flipped-x-y .mwe-popups-discreet { margin-top: 0px; ma= -rgin-bottom: calc(var(--pointer-height) * -1); } - .mwe-popups .mwe-popups-container { --x1: 0; --x2: var(--pseudo-radius); = ---x3: calc(var(--pointer-offset) - (var(--pointer-width) / 2)); --x4: var(-= --pointer-offset); --x5: calc(var(--pointer-offset) + (var(--pointer-width) = -/ 2)); --x6: calc(100% - var(--pseudo-radius)); --x7: 100%; --y1: 0; --y2: = -var(--pointer-height); --y3: calc(var(--pointer-height) + var(--pseudo-radi= -us)); --y4: calc(100% - var(--pseudo-radius)); --y5: 100%; padding-top: 0px= -; display: flex; background: var(--background-color-base,#fff); --pseudo-ra= -dius: 2px; --pointer-height: 8px; --pointer-width: 16px; --pointer-offset: = -26px; clip-path: polygon(var(--x2) var(--y2),var(--x3) var(--y2),var(--x4) = -var(--y1),var(--x5) var(--y2),var(--x6) var(--y2),var(--x7) var(--y3),var(-= --x7) var(--y4),var(--x6) var(--y5),var(--x2) var(--y5),var(--x1) var(--y4),= -var(--x1) var(--y3)); } - .mwe-popups.mwe-popups-is-tall { flex-direction: row; } - .mwe-popups.mwe-popups-is-tall .mwe-popups-discreet { order: 1; } - .mwe-popups.mwe-popups-is-tall .mwe-popups-discreet .mwe-popups-thumbnail= - { width: 203px; box-sizing: border-box; height: 250px; } - .mwe-popups.mwe-popups-is-not-tall .mwe-popups-thumbnail { width: 320px; = -height: 192px; } - .mwe-popups.mwe-popups-is-not-tall .mwe-popups-container { flex-direction= -: column; } - .mwe-popups::before { display: none; } - .mwe-popups::after { display: none; } - body.ltr .mwe-popups.flipped-x .mwe-popups-container, body.ltr .mwe-popup= -s.flipped-x-y .mwe-popups-container, body.rtl .mwe-popups:not(.flipped-x):n= -ot(.flipped-x-y) .mwe-popups-container { --x3: calc(100% - var(--pointer-of= -fset) - (var(--pointer-width) / 2)); --x4: calc(100% - var(--pointer-offset= -)); --x5: calc(100% - var(--pointer-offset) + (var(--pointer-width) / 2)); = -} -} - -@media screen { - html.skin-theme-clientpref-night .mwe-popups.mwe-popups-no-image-pointer:= -:before { content: ""; position: absolute; border-right-color: ; border-rig= -ht-style: ; border-right-width: ; border-left-color: ; border-left-style: ;= - border-left-width: ; border-image-source: ; border-image-slice: ; border-i= -mage-width: ; border-image-outset: ; border-image-repeat: ; border-top: 0px= -; border-bottom: 8px solid rgba(255, 255, 255, 0.07); top: -8px; left: 10px= -; } - html.skin-theme-clientpref-night .mwe-popups-extract[dir=3D"ltr"]::after = -{ background-image: linear-gradient(to right,transparent,var(--background-c= -olor-base,#fff) 50%); } - html.skin-theme-clientpref-night .mwe-popups-extract[dir=3D"rtl"]::after = -{ background-image: linear-gradient(to left,transparent,var(--background-co= -lor-base,#fff) 50%); } - @supports (clip-path:polygon(1px 1px)) { - html.skin-theme-clientpref-night .mwe-popups .mwe-popups-thumbnail { back= -ground-color: rgb(200, 204, 209); } -} -} - -@media screen and (prefers-color-scheme: dark) { - html.skin-theme-clientpref-os .mwe-popups.mwe-popups-no-image-pointer::be= -fore { content: ""; position: absolute; border-right-color: ; border-right-= -style: ; border-right-width: ; border-left-color: ; border-left-style: ; bo= -rder-left-width: ; border-image-source: ; border-image-slice: ; border-imag= -e-width: ; border-image-outset: ; border-image-repeat: ; border-top: 0px; b= -order-bottom: 8px solid rgba(255, 255, 255, 0.07); top: -8px; left: 10px; } - html.skin-theme-clientpref-os .mwe-popups-extract[dir=3D"ltr"]::after { b= -ackground-image: linear-gradient(to right,transparent,var(--background-colo= -r-base,#fff) 50%); } - html.skin-theme-clientpref-os .mwe-popups-extract[dir=3D"rtl"]::after { b= -ackground-image: linear-gradient(to left,transparent,var(--background-color= --base,#fff) 50%); } - @supports (clip-path:polygon(1px 1px)) { - html.skin-theme-clientpref-os .mwe-popups .mwe-popups-thumbnail { backgro= -und-color: rgb(200, 204, 209); } -} -} - -.mwe-popups .mwe-popups-title { display: block; margin-bottom: 12px; } - -.mwe-popups-type-generic.mwe-popups .mwe-popups-title { font-weight: normal= -; margin: 0px; } - -.mwe-popups .mwe-popups-title .popups-icon, .mwe-popups .mw-parser-output .= -popups-icon { margin: 0px 8px 0px 0px; } - -.mwe-popups.mwe-popups-type-generic .mwe-popups-extract, .mwe-popups.mwe-po= -pups-type-disambiguation .mwe-popups-extract { min-height: auto; } - -.mwe-popups.mwe-popups-type-generic .mwe-popups-read-link, .mwe-popups.mwe-= -popups-type-disambiguation .mwe-popups-read-link { font-weight: bold; font-= -size: var(--font-size-x-small,0.75rem); text-decoration: none; } - -.mwe-popups.mwe-popups-type-generic .mwe-popups-extract:hover + footer .mwe= --popups-read-link, .mwe-popups.mwe-popups-type-disambiguation .mwe-popups-e= -xtract:hover + footer .mwe-popups-read-link, .mwe-popups.mwe-popups-type-ge= -neric .mwe-popups-read-link:hover, .mwe-popups.mwe-popups-type-disambiguati= -on .mwe-popups-read-link:hover { text-decoration: underline; } - -.mwe-popups-overlay { background-color: var(--background-color-backdrop-lig= -ht,rgba(255,255,255,0.65)); z-index: 999; position: fixed; height: 100%; wi= -dth: 100%; inset: 0px; display: flex; justify-content: center; align-items:= - center; } - -#mwe-popups-svg { position: absolute; top: -1000px; } - -.popups-icon { min-width: 10px; min-height: 10px; width: calc(var(--font-si= -ze-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); d= -isplay: inline-block; vertical-align: text-bottom; } - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .popups-icon { background-position: center center; background-repeat: no-= -repeat; background-size: calc(max(calc(var(--font-size-medium,1rem) + 4px),= -10px)); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .popups-icon { mask-position: center center; mask-repeat: no-repeat; mask= --size: calc(max(calc(var(--font-size-medium,1rem) + 4px),10px)); } -} - -.popups-icon--size-small { min-width: 10px; min-height: 10px; width: var(--= -font-size-medium,1rem); height: var(--font-size-medium,1rem); } - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .popups-icon--size-small { background-position: center center; background= --repeat: no-repeat; background-size: calc(max(var(--font-size-medium,1rem),= -10px)); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .popups-icon--size-small { mask-position: center center; mask-repeat: no-= -repeat; mask-size: calc(max(var(--font-size-medium,1rem),10px)); } -} - -.mwe-popups-overlay .cdx-button.cdx-button--icon-only span + span, .mwe-pop= -ups .cdx-button.cdx-button--icon-only span + span { display: block; clip: r= -ect(1px, 1px, 1px, 1px); width: 1px; height: 1px; margin: -1px; border: 0px= -; padding: 0px; overflow: hidden; position: absolute !important; } - -.cdx-button { display: inline-flex; align-items: center; justify-content: c= -enter; gap: 6px; box-sizing: border-box; min-height: 32px; max-width: 28rem= -; margin: 0px; border-width: 1px; border-style: solid; border-radius: 2px; = -padding-right: 11px; padding-left: 11px; font-family: inherit; font-size: v= -ar(--font-size-medium,1rem); font-weight: 700; overflow: hidden; text-overf= -low: ellipsis; white-space: nowrap; text-transform: none; transition-proper= -ty: background-color, color, border-color, box-shadow; transition-duration:= - 0.1s; } - -.cdx-button--size-small { gap: 4px; min-height: 1.5rem; padding-right: 5px;= - padding-left: 5px; } - -.cdx-button--size-large { min-height: 44px; padding-right: 15px; padding-le= -ft: 15px; } - -.cdx-button--icon-only { min-width: 32px; padding-right: 0px; padding-left:= - 0px; } - -.cdx-button--icon-only.cdx-button--size-small { min-width: 1.5rem; } - -.cdx-button--icon-only.cdx-button--size-large { min-width: 44px; } - -.cdx-button .cdx-button__icon, .cdx-button .cdx-icon { vertical-align: midd= -le; } - -.cdx-button .cdx-icon { color: inherit; } - -.cdx-button--fake-button, .cdx-button--fake-button:hover, .cdx-button--fake= --button:focus { text-decoration: none; } - -.cdx-button:enabled, .cdx-button.cdx-button--fake-button--enabled { backgro= -und-color: var(--background-color-interactive-subtle,#f8f9fa); color: var(-= --color-neutral,#404244); border-color: var(--border-color-interactive,#7277= -7d); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled .cdx-button__icon, .cdx-button.cdx-button--fake-butto= -n--enabled .cdx-button__icon { background-color: var(--color-neutral,#40424= -4); } -} - -.cdx-button:enabled:hover, .cdx-button.cdx-button--fake-button--enabled:hov= -er { background-color: var(--background-color-interactive-subtle--hover,#ea= -ecf0); border-color: var(--border-color-interactive--hover,#27292d); cursor= -: pointer; } - -.cdx-button:enabled:active, .cdx-button.cdx-button--fake-button--enabled:ac= -tive, .cdx-button:enabled.cdx-button--is-active, .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--is-active { background-color: var(--backgrou= -nd-color-interactive-subtle--active,#dadde3); border-color: var(--border-co= -lor-interactive--active,#202122); } - -.cdx-button:enabled:focus, .cdx-button.cdx-button--fake-button--enabled:foc= -us { outline: transparent solid 1px; } - -.cdx-button:enabled:focus:not(:active):not(.cdx-button--is-active), .cdx-bu= -tton.cdx-button--fake-button--enabled:focus:not(:active):not(.cdx-button--i= -s-active) { border-color: var(--border-color-progressive--focus,#36c); box-= -shadow: inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } - -.cdx-button:enabled.cdx-button--action-progressive, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--action-progressive { background-color: va= -r(--background-color-progressive-subtle,#e8eeff); color: var(--color-progre= -ssive,#36c); border-color: var(--border-color-progressive,#36c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive .cdx-button__icon, .cd= -x-button.cdx-button--fake-button--enabled.cdx-button--action-progressive .c= -dx-button__icon { background-color: var(--color-progressive,#36c); } -} - -.cdx-button:enabled.cdx-button--action-progressive:hover, .cdx-button.cdx-b= -utton--fake-button--enabled.cdx-button--action-progressive:hover { backgrou= -nd-color: var(--background-color-progressive-subtle--hover,#d9e2ff); color:= - var(--color-progressive--hover,#3056a9); border-color: var(--border-color-= -progressive--hover,#3056a9); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive:hover .cdx-button__ico= -n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progress= -ive:hover .cdx-button__icon { background-color: var(--color-progressive--ho= -ver,#3056a9); } -} - -.cdx-button:enabled.cdx-button--action-progressive:active, .cdx-button.cdx-= -button--fake-button--enabled.cdx-button--action-progressive:active, .cdx-bu= -tton:enabled.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--action-progressive.cdx-but= -ton--is-active { background-color: var(--background-color-progressive-subtl= -e--active,#b6d4fb); color: var(--color-progressive--active,#233566); border= --color: var(--border-color-progressive--active,#233566); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive:active .cdx-button__ic= -on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progres= -sive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-progr= -essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--action-progressive.cdx-button--is-active .cdx= --button__icon { background-color: var(--color-progressive--active,#233566);= - } -} - -.cdx-button:enabled.cdx-button--action-destructive, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--action-destructive { background-color: va= -r(--background-color-destructive-subtle,#ffe9e5); color: var(--color-destru= -ctive,#bf3c2c); border-color: var(--border-color-destructive,#f54739); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive .cdx-button__icon, .cd= -x-button.cdx-button--fake-button--enabled.cdx-button--action-destructive .c= -dx-button__icon { background-color: var(--color-destructive,#bf3c2c); } -} - -.cdx-button:enabled.cdx-button--action-destructive:hover, .cdx-button.cdx-b= -utton--fake-button--enabled.cdx-button--action-destructive:hover { backgrou= -nd-color: var(--background-color-destructive-subtle--hover,#ffdad3); color:= - var(--color-destructive--hover,#9f3526); border-color: var(--border-color-= -destructive--hover,#9f3526); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive:hover .cdx-button__ico= -n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruct= -ive:hover .cdx-button__icon { background-color: var(--color-destructive--ho= -ver,#9f3526); } -} - -.cdx-button:enabled.cdx-button--action-destructive:active, .cdx-button.cdx-= -button--fake-button--enabled.cdx-button--action-destructive:active, .cdx-bu= -tton:enabled.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--action-destructive.cdx-but= -ton--is-active { background-color: var(--background-color-destructive-subtl= -e--active,#ffc8bd); color: var(--color-destructive--active,#612419); border= --color: var(--border-color-destructive--active,#612419); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive:active .cdx-button__ic= -on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruc= -tive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-destr= -uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--action-destructive.cdx-button--is-active .cdx= --button__icon { background-color: var(--color-destructive--active,#612419);= - } -} - -.cdx-button:enabled.cdx-button--action-destructive:focus:not(:active):not(.= -cdx-button--is-active), .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--action-destructive:focus:not(:active):not(.cdx-button--is-active) { b= -order-color: var(--border-color-destructive--focus,#36c); box-shadow: inset= - 0 0 0 1px var(--box-shadow-color-destructive--focus,#36c); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= -.cdx-button--action-progressive { background-color: var(--background-color-= -progressive,#36c); color: var(--color-inverted-fixed,#fff); border-color: v= -ar(--border-color-transparent,transparent); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= -rimary.cdx-button--action-progressive:hover { background-color: var(--backg= -round-color-progressive--hover,#3056a9); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= -primary.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-butt= -on--weight-primary.cdx-button--action-progressive.cdx-button--is-active, .c= -dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= -utton--action-progressive.cdx-button--is-active { background-color: var(--b= -ackground-color-progressive--active,#233566); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= -fake-button--enabled.cdx-button--weight-primary.cdx-button--action-progress= -ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= -rder-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= -shadow-color-progressive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= -r-inverted,#fff); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progres= -sive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--weight-primary.cdx-button--action-progressive .cdx-button__icon { bac= -kground-color: var(--color-inverted-fixed,#fff); } -} - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= -.cdx-button--action-destructive { background-color: var(--background-color-= -destructive,#bf3c2c); color: var(--color-inverted-fixed,#fff); border-color= -: var(--border-color-transparent,transparent); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= -rimary.cdx-button--action-destructive:hover { background-color: var(--backg= -round-color-destructive--hover,#9f3526); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= -primary.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-butt= -on--weight-primary.cdx-button--action-destructive.cdx-button--is-active, .c= -dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= -utton--action-destructive.cdx-button--is-active { background-color: var(--b= -ackground-color-destructive--active,#612419); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= -fake-button--enabled.cdx-button--weight-primary.cdx-button--action-destruct= -ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= -rder-color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= -shadow-color-destructive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= -r-inverted,#fff); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destruc= -tive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--weight-primary.cdx-button--action-destructive .cdx-button__icon { bac= -kground-color: var(--color-inverted-fixed,#fff); } -} - -.cdx-button:enabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake-= -button--enabled.cdx-button--weight-quiet { background-color: var(--backgrou= -nd-color-transparent,transparent); border-color: var(--border-color-transpa= -rent,transparent); } - -.cdx-button:enabled.cdx-button--weight-quiet:hover, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--weight-quiet:hover { background-color: va= -r(--background-color-interactive-subtle--hover,#eaecf0); mix-blend-mode: va= -r(--mix-blend-mode-blend,multiply); } - -.cdx-button:enabled.cdx-button--weight-quiet:active, .cdx-button.cdx-button= ---fake-button--enabled.cdx-button--weight-quiet:active, .cdx-button:enabled= -.cdx-button--weight-quiet.cdx-button--is-active, .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--is-active { backgro= -und-color: var(--background-color-interactive-subtle--active,#dadde3); } - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= --button--action-progressive { color: var(--color-progressive,#36c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= -on--weight-quiet.cdx-button--action-progressive .cdx-button__icon { backgro= -und-color: var(--color-progressive,#36c); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= -et.cdx-button--action-progressive:hover { background-color: var(--backgroun= -d-color-progressive-subtle--hover,#d9e2ff); color: var(--color-progressive-= --hover,#3056a9); border-color: var(--border-color-transparent,transparent);= - } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= -x-button--weight-quiet.cdx-button--action-progressive:hover .cdx-button__ic= -on { background-color: var(--color-progressive--hover,#3056a9); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= -iet.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-button--= -weight-quiet.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= -ction-progressive.cdx-button--is-active { background-color: var(--backgroun= -d-color-progressive-subtle--active,#b6d4fb); color: var(--color-progressive= ---active,#233566); border-color: var(--border-color-transparent,transparent= -); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= -dx-button--weight-quiet.cdx-button--action-progressive:active .cdx-button__= -icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progr= -essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive.c= -dx-button--is-active .cdx-button__icon { background-color: var(--color-prog= -ressive--active,#233566); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive:= -focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= --color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= -ow-color-progressive--focus,#36c); } - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= --button--action-destructive { color: var(--color-destructive,#bf3c2c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= -on--weight-quiet.cdx-button--action-destructive .cdx-button__icon { backgro= -und-color: var(--color-destructive,#bf3c2c); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= -et.cdx-button--action-destructive:hover { background-color: var(--backgroun= -d-color-destructive-subtle--hover,#ffdad3); color: var(--color-destructive-= --hover,#9f3526); border-color: var(--border-color-transparent,transparent);= - } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= -x-button--weight-quiet.cdx-button--action-destructive:hover .cdx-button__ic= -on { background-color: var(--color-destructive--hover,#9f3526); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= -iet.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-button--= -weight-quiet.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= -ction-destructive.cdx-button--is-active { background-color: var(--backgroun= -d-color-destructive-subtle--active,#ffc8bd); color: var(--color-destructive= ---active,#612419); border-color: var(--border-color-transparent,transparent= -); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= -dx-button--weight-quiet.cdx-button--action-destructive:active .cdx-button__= -icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destr= -uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive.c= -dx-button--is-active .cdx-button__icon { background-color: var(--color-dest= -ructive--active,#612419); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive:= -focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= --color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= -ow-color-destructive--focus,#36c); } - -.cdx-button:disabled, .cdx-button.cdx-button--fake-button--disabled { backg= -round-color: var(--background-color-disabled,#dadde3); color: var(--color-d= -isabled-emphasized,#a2a9b1); border-color: var(--border-color-transparent,t= -ransparent); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:disabled .cdx-button__icon, .cdx-button.cdx-button--fake-butt= -on--disabled .cdx-button__icon { background-color: var(--color-inverted,#ff= -f); } -} - -.cdx-button:disabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake= --button--disabled.cdx-button--weight-quiet { background-color: var(--backgr= -ound-color-transparent,transparent); color: var(--color-disabled,#a2a9b1); = -} - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:disabled.cdx-button--weight-quiet .cdx-button__icon, .cdx-but= -ton.cdx-button--fake-button--disabled.cdx-button--weight-quiet .cdx-button_= -_icon { background-color: var(--color-disabled,#a2a9b1); } -} - -.cdx-icon { color: var(--color-base,#202122); display: inline-flex; align-i= -tems: center; justify-content: center; vertical-align: text-bottom; } - -.cdx-icon svg { fill: currentcolor; width: 100%; height: 100%; } - -.cdx-icon--x-small { min-width: 10px; min-height: 10px; width: calc(var(--f= -ont-size-medium,1rem) - 4px); height: calc(var(--font-size-medium,1rem) - 4= -px); } - -.cdx-icon--small { min-width: 14px; min-height: 14px; width: var(--font-siz= -e-medium,1rem); height: var(--font-size-medium,1rem); } - -.cdx-icon--medium { min-width: 18px; min-height: 18px; width: calc(var(--fo= -nt-size-medium,1rem) + 4px); height: calc(var(--font-size-medium,1rem) + 4p= -x); } - -.cdx-icon--flipped svg { transform: scaleX(-1); } - -.cdx-label { display: flex; flex-direction: column; font-size: var(--font-s= -ize-medium,1rem); line-height: var(--line-height-small,1.375rem); } - -.cdx-label__label__icon.cdx-icon { color: var(--color-subtle,#54595d); marg= -in-right: 4px; } - -.cdx-label__label__text { font-weight: 700; } - -legend.cdx-label { padding: 0px; } - -fieldset label.cdx-label__label .cdx-label__label__text { font-weight: 400;= - } - -.cdx-label:not(.cdx-label--disabled) .cdx-label__label__optional-flag, .cdx= --label:not(.cdx-label--disabled) .cdx-label__description { color: var(--col= -or-subtle,#54595d); } - -.cdx-label--disabled, .cdx-label--disabled .cdx-label__label__icon { color:= - var(--color-disabled,#a2a9b1); } - -.cdx-label--visually-hidden { display: block; clip: rect(1px, 1px, 1px, 1px= -); width: 1px; height: 1px; margin: -1px; border: 0px; padding: 0px; overfl= -ow: hidden; position: absolute !important; } - -.cdx-label:not(.cdx-label--visually-hidden) { padding-bottom: 4px; } - -.cdx-checkbox { position: relative; min-width: 20px; min-height: 20px; } - -.cdx-checkbox__wrapper { display: flex; } - -.cdx-checkbox:not(.cdx-checkbox--inline) { display: flex; flex-direction: c= -olumn; margin-bottom: 6px; } - -.cdx-checkbox:not(.cdx-checkbox--inline):last-child { margin-bottom: 0px; } - -.cdx-checkbox--inline { display: inline-flex; margin-right: 16px; white-spa= -ce: nowrap; } - -.cdx-checkbox--inline:last-child { margin-right: 0px; } - -.cdx-checkbox__label, .cdx-checkbox__label.cdx-label { display: inline-flex= -; position: relative; z-index: 0; padding-left: calc(var(--font-size-medium= -,1rem) + 10px); } - -.cdx-checkbox__label.cdx-label { padding-bottom: 0px; } - -.cdx-checkbox__label.cdx-label .cdx-label__label__text { font-weight: 400; = -} - -.cdx-checkbox--inline .cdx-checkbox__label { display: inline; } - -.cdx-checkbox__icon { background-color: var(--background-color-base-fixed,#= -fff); position: absolute; left: 0px; box-sizing: border-box; min-width: 18p= -x; min-height: 18px; width: calc(var(--font-size-medium,1rem) + 4px); heigh= -t: calc(var(--font-size-medium,1rem) + 4px); margin-top: 1px; border-width:= - 1px; border-style: solid; transition-property: background-color, color, bo= -rder-color, box-shadow; transition-duration: 0.1s; } - -.cdx-checkbox__input { opacity: 0; position: absolute; left: 0px; z-index: = -1; min-width: 20px; min-height: 20px; width: calc(var(--font-size-medium,1r= -em) + 4px); height: calc(var(--font-size-medium,1rem) + 4px); margin: 1px 0= -px 0px; font-size: var(--font-size-medium,1rem); cursor: inherit; } - -.cdx-checkbox__wrapper:hover > .cdx-checkbox__input:enabled, .cdx-checkbox_= -_wrapper:hover > .cdx-checkbox__input:enabled ~ .cdx-label .cdx-label__labe= -l, .cdx-checkbox__wrapper:hover > .cdx-checkbox__input:enabled ~ .cdx-check= -box__label:not(.cdx-label) { cursor: pointer; } - -.cdx-checkbox__custom-input:not(.cdx-checkbox__custom-input--inline) { padd= -ing-top: 6px; padding-left: calc(var(--font-size-medium,1rem) + 10px); } - -.cdx-checkbox__icon { border-radius: 2px; } - -.cdx-checkbox__input:indeterminate + .cdx-checkbox__icon::before { content:= - " "; background-color: var(--background-color-base-fixed,#fff); position: = -absolute; top: calc(50% - 0.5px); right: 3px; left: 3px; height: 2px; } - -.cdx-checkbox__input:checked:not(:indeterminate) + .cdx-checkbox__icon::bef= -ore { content: " "; display: block; width: 0.25rem; height: calc(100% - 6px= -); margin: 0px auto 4px; border-right-width: 2px; border-right-style: solid= -; border-bottom-width: 2px; border-bottom-style: solid; transform: rotate(4= -5deg); } - -.cdx-checkbox__input:enabled + .cdx-checkbox__icon { background-color: var(= ---background-color-base,#fff); border-color: var(--border-color-interactive= -,#72777d); } - -.cdx-checkbox__input:enabled:hover + .cdx-checkbox__icon { background-color= -: var(--background-color-interactive-subtle--hover,#eaecf0); border-color: = -var(--border-color-interactive--hover,#27292d); } - -.cdx-checkbox__input:enabled:focus:not(:active) + .cdx-checkbox__icon { bor= -der-color: var(--border-color-progressive--focus,#36c); box-shadow: inset 0= - 0 0 1px var(--box-shadow-color-progressive--focus,#36c); outline: transpar= -ent solid 1px; } - -.cdx-checkbox__input:enabled:active + .cdx-checkbox__icon { background-colo= -r: var(--background-color-interactive-subtle--active,#dadde3); border-color= -: var(--border-color-interactive--active,#202122); } - -.cdx-checkbox__input:enabled:checked + .cdx-checkbox__icon, .cdx-checkbox__= -input:enabled:indeterminate + .cdx-checkbox__icon { background-color: var(-= --background-color-progressive,#36c); border-color: var(--border-color-trans= -parent,transparent); } - -.cdx-checkbox__input:enabled:checked:hover + .cdx-checkbox__icon, .cdx-chec= -kbox__input:enabled:indeterminate:hover + .cdx-checkbox__icon { background-= -color: var(--background-color-progressive--hover,#3056a9); } - -.cdx-checkbox__input:enabled:checked:focus:not(:active):not(:hover) + .cdx-= -checkbox__icon, .cdx-checkbox__input:enabled:indeterminate:focus:not(:activ= -e):not(:hover) + .cdx-checkbox__icon { background-color: var(--background-c= -olor-progressive,#36c); } - -.cdx-checkbox__input:enabled:checked:focus:not(:active) + .cdx-checkbox__ic= -on, .cdx-checkbox__input:enabled:indeterminate:focus:not(:active) + .cdx-ch= -eckbox__icon { box-shadow: inset 0 0 0 1px var(--box-shadow-color-progressi= -ve--focus,#36c),inset 0 0 0 2px var(--box-shadow-color-inverted,#fff); } - -.cdx-checkbox__input:enabled:checked:active + .cdx-checkbox__icon, .cdx-che= -ckbox__input:enabled:indeterminate:active + .cdx-checkbox__icon { backgroun= -d-color: var(--background-color-progressive--active,#233566); } - -.cdx-checkbox__input:enabled:checked:not(:indeterminate) + .cdx-checkbox__i= -con::before { border-color: var(--border-color-inverted-fixed,#fff); } - -.cdx-checkbox--status-error .cdx-checkbox__input:enabled ~ .cdx-checkbox__l= -abel { color: var(--color-error,#bf3c2c); } - -.cdx-checkbox--status-error .cdx-checkbox__input:enabled + .cdx-checkbox__i= -con { background-color: var(--background-color-error-subtle,#ffe9e5); borde= -r-color: var(--border-color-error,#f54739); } - -.cdx-checkbox--status-error .cdx-checkbox__input:enabled:hover + .cdx-check= -box__icon { background-color: var(--background-color-error-subtle--hover,#f= -fdad3); border-color: var(--border-color-error--hover,#9f3526); } - -.cdx-checkbox--status-error .cdx-checkbox__input:enabled:focus + .cdx-check= -box__icon { border-color: var(--border-color-progressive--focus,#36c); } - -.cdx-checkbox--status-error .cdx-checkbox__input:enabled:active + .cdx-chec= -kbox__icon { background-color: var(--background-color-error-subtle--active,= -#ffc8bd); border-color: var(--border-color-error--active,#612419); } - -.cdx-checkbox--status-error .cdx-checkbox__input:enabled:checked + .cdx-che= -ckbox__icon, .cdx-checkbox--status-error .cdx-checkbox__input:enabled:indet= -erminate + .cdx-checkbox__icon { background-color: var(--background-color-e= -rror,#f54739); border-color: var(--border-color-transparent,transparent); } - -.cdx-checkbox--status-error .cdx-checkbox__input:enabled:checked:hover + .c= -dx-checkbox__icon, .cdx-checkbox--status-error .cdx-checkbox__input:enabled= -:indeterminate:hover + .cdx-checkbox__icon { background-color: var(--backgr= -ound-color-error--hover,#d74032); 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--color-visited--active: #d9d0e9; --color-destructive--visited: #c9939= -1; --color-destructive--visited--hover: #dcb5b3; --color-destructive--visit= -ed--active: #e8cecd; --color-error: #fd7865; --color-error--hover: #fea898;= - --color-error--active: #ffc8bd; --color-warning: #ca982e; --color-success:= - #2cb491; --color-notice: #a2a9b1; --color-icon-progressive: #6485d1; --col= -or-content-added: #80cdb3; --color-content-removed: #fd7865; --color-option= --red: #fd7865; --color-option-orange: #f97f26; --color-option-yellow: #ca98= -2e; --color-option-lime: #5db26c; --color-option-green: #2cb491; --color-op= -tion-blue: #88a3e8; --color-option-purple: #a799cd; --color-option-pink: #c= -690b4; --color-option-maroon: #c99391; --color-base--subtle: #a2a9b1; --box= --shadow-color-base: #72777d; --box-shadow-color-progressive--focus: #6485d1= -; --box-shadow-color-progressive-selected: #88a3e8; --box-shadow-color-prog= -ressive-selected--hover: #a6bbf5; --box-shadow-color-progressive-selected--= -active: #b6d4fb; --box-shadow-color-destructive--focus: #6485d1; --box-shad= -ow-color-inverted: #000; --box-shadow-color-alpha-base: rgba(0,0,0,0.87); -= --mix-blend-mode-blend: screen; --background-color-base: #101418; --backgrou= -nd-color-neutral: #27292d; --background-color-neutral-subtle: #202122; --ba= -ckground-color-interactive: #27292d; --background-color-interactive--hover:= - #404244; --background-color-interactive--active: #54595d; --background-col= -or-interactive-subtle: #202122; --background-color-interactive-subtle--hove= -r: #27292d; --background-color-interactive-subtle--active: #404244; --backg= -round-color-disabled: #404244; --background-color-disabled-subtle: #27292d;= - --background-color-inverted: #f8f9fa; --background-color-progressive--focu= -s: #6485d1; --background-color-progressive-subtle: #1b223d; --background-co= -lor-progressive-subtle--hover: #233566; --background-color-progressive-subt= -le--active: #3056a9; --background-color-destructive--focus: #6485d1; --back= -ground-color-destructive-subtle: #3c1a13; --background-color-destructive-su= -btle--hover: #612419; --background-color-destructive-subtle--active: #9f352= -6; --background-color-error-subtle: #3c1a13; --background-color-error-subtl= -e--hover: #612419; --background-color-error-subtle--active: #9f3526; --back= -ground-color-warning-subtle: #2d2212; --background-color-success-subtle: #1= -32821; --background-color-notice-subtle: #27292d; --background-color-conten= -t-added: #233566; --background-color-content-removed: #453217; --background= --color-target-text: #572c19; --background-color-option-red: #612419; --back= -ground-color-option-orange: #572c19; --background-color-option-yellow: #453= -217; --background-color-option-lime: #183f20; --background-color-option-gre= -en: #153d31; --background-color-option-blue: #233566; --background-color-op= -tion-purple: #353262; --background-color-option-pink: #4e2c40; --background= --color-option-maroon: #512e2e; --background-color-backdrop-light: rgba(0,0,= -0,0.65); --background-color-backdrop-dark: rgba(255,255,255,0.65); --border= --color-base: #72777d; --border-color-emphasized: #eaecf0; --border-color-su= -btle: #54595d; --border-color-muted: #404244; --border-color-interactive--h= -over: #a2a9b1; --border-color-interactive--active: #c8ccd1; --border-color-= -disabled: #54595d; --border-color-inverted: #101418; --border-color-progres= -sive: #6485d1; --border-color-progressive--hover: #88a3e8; --border-color-p= -rogressive--active: #a6bbf5; --border-color-progressive--focus: #6485d1; --= -border-color-destructive--hover: #fd7865; --border-color-destructive--activ= -e: #fea898; --border-color-destructive--focus: #6485d1; --border-color-erro= -r--hover: #fd7865; --border-color-error--active: #fea898; --border-color-wa= -rning--hover: #ca982e; --border-color-warning--active: #edb537; --border-co= -lor-content-added: #233566; --border-color-content-removed: #987027; max-wi= -dth: 80vw; min-width: 20vw; width: 20rem; } - -.mw-mmv-overlay.mw-mmv-overlay--beta { --color-base: #eaecf0; --color-base-= --hover: #f8f9fa; --color-emphasized: #f8f9fa; --color-neutral: #c8ccd1; --c= -olor-subtle: #a2a9b1; --color-disabled: #54595d; --color-disabled-emphasize= -d: #72777d; --color-inverted: #101418; --color-progressive: #88a3e8; --colo= -r-progressive--hover: #a6bbf5; --color-progressive--active: #b6d4fb; --colo= -r-destructive: #fd7865; --color-destructive--hover: #fea898; --color-destru= -ctive--active: #ffc8bd; --color-visited: #a799cd; --color-visited--hover: #= -c5b9dd; --color-visited--active: #d9d0e9; --color-destructive--visited: #c9= -9391; --color-destructive--visited--hover: #dcb5b3; --color-destructive--vi= -sited--active: #e8cecd; --color-error: #fd7865; --color-error--hover: #fea8= -98; --color-error--active: #ffc8bd; --color-warning: #ca982e; --color-succe= -ss: #2cb491; --color-notice: #a2a9b1; --color-icon-progressive: #6485d1; --= -color-content-added: #80cdb3; --color-content-removed: #fd7865; --color-opt= -ion-red: #fd7865; --color-option-orange: #f97f26; --color-option-yellow: #c= -a982e; --color-option-lime: #5db26c; --color-option-green: #2cb491; --color= --option-blue: #88a3e8; --color-option-purple: #a799cd; --color-option-pink:= - #c690b4; --color-option-maroon: #c99391; --color-base--subtle: #a2a9b1; --= -box-shadow-color-base: #72777d; --box-shadow-color-progressive--focus: #648= -5d1; --box-shadow-color-progressive-selected: #88a3e8; --box-shadow-color-p= -rogressive-selected--hover: #a6bbf5; --box-shadow-color-progressive-selecte= -d--active: #b6d4fb; --box-shadow-color-destructive--focus: #6485d1; --box-s= -hadow-color-inverted: #000; --box-shadow-color-alpha-base: rgba(0,0,0,0.87)= -; --mix-blend-mode-blend: screen; --background-color-base: #101418; --backg= -round-color-neutral: #27292d; --background-color-neutral-subtle: #202122; -= --background-color-interactive: #27292d; --background-color-interactive--hov= -er: #404244; --background-color-interactive--active: #54595d; --background-= -color-interactive-subtle: #202122; --background-color-interactive-subtle--h= -over: #27292d; --background-color-interactive-subtle--active: #404244; --ba= -ckground-color-disabled: #404244; --background-color-disabled-subtle: #2729= -2d; --background-color-inverted: #f8f9fa; --background-color-progressive--f= -ocus: #6485d1; --background-color-progressive-subtle: #1b223d; --background= --color-progressive-subtle--hover: #233566; --background-color-progressive-s= -ubtle--active: #3056a9; --background-color-destructive--focus: #6485d1; --b= -ackground-color-destructive-subtle: #3c1a13; --background-color-destructive= --subtle--hover: #612419; --background-color-destructive-subtle--active: #9f= -3526; --background-color-error-subtle: #3c1a13; --background-color-error-su= -btle--hover: #612419; --background-color-error-subtle--active: #9f3526; --b= -ackground-color-warning-subtle: #2d2212; --background-color-success-subtle:= - #132821; --background-color-notice-subtle: #27292d; --background-color-con= -tent-added: #233566; --background-color-content-removed: #453217; --backgro= -und-color-target-text: #572c19; --background-color-option-red: #612419; --b= -ackground-color-option-orange: #572c19; --background-color-option-yellow: #= -453217; --background-color-option-lime: #183f20; --background-color-option-= -green: #153d31; --background-color-option-blue: #233566; --background-color= --option-purple: #353262; --background-color-option-pink: #4e2c40; --backgro= -und-color-option-maroon: #512e2e; --background-color-backdrop-light: rgba(0= -,0,0,0.65); --background-color-backdrop-dark: rgba(255,255,255,0.65); --bor= -der-color-base: #72777d; --border-color-emphasized: #eaecf0; --border-color= --subtle: #54595d; --border-color-muted: #404244; --border-color-interactive= ---hover: #a2a9b1; --border-color-interactive--active: #c8ccd1; --border-col= -or-disabled: #54595d; --border-color-inverted: #101418; --border-color-prog= -ressive: #6485d1; --border-color-progressive--hover: #88a3e8; --border-colo= -r-progressive--active: #a6bbf5; --border-color-progressive--focus: #6485d1;= - --border-color-destructive--hover: #fd7865; --border-color-destructive--ac= -tive: #fea898; --border-color-destructive--focus: #6485d1; --border-color-e= -rror--hover: #fd7865; --border-color-error--active: #fea898; --border-color= --warning--hover: #ca982e; --border-color-warning--active: #edb537; --border= --color-content-added: #233566; --border-color-content-removed: #987027; bac= -kground-color: var(--background-color-interactive-subtle,#f8f9fa); } - -body.mw-mmv-lightbox-open { overflow-y: auto; background-color: rgb(0, 0, 0= -); } - -body.mw-mmv-lightbox-open > :not(.mw-notification-area-overlay) { display: = -none; } - -body.mw-mmv-lightbox-open > .mw-mmv-overlay { display: flex; } - -body.mw-mmv-lightbox-open > .mw-mmv-wrapper { display: block; } - -.mw-mmv-view-expanded .cdx-button__icon { min-width: 10px; min-height: 10px= -; width: var(--font-size-medium,1rem); height: var(--font-size-medium,1rem)= -; display: inline-block; vertical-align: text-bottom; } - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .mw-mmv-view-expanded .cdx-button__icon { background-position: center cen= -ter; background-repeat: no-repeat; background-size: calc(max(var(--font-siz= -e-medium,1rem),10px)); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .mw-mmv-view-expanded .cdx-button__icon { mask-position: center center; m= -ask-repeat: no-repeat; mask-size: calc(max(var(--font-size-medium,1rem),10p= -x)); } -} - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .mw-mmv-view-expanded .cdx-button__icon { background-image: url("data:ima= -ge/svg+xml;utf8,"); filter: invert(var(--filter-invert-icon,0)); opacity: var(--opacity-ic= -on-base,0.87); } - .cdx-button:not(.cdx-button--weight-quiet):disabled .mw-mmv-view-expanded= - .cdx-button__icon, .cdx-button--weight-primary.cdx-button--action-progress= -ive .mw-mmv-view-expanded .cdx-button__icon, .cdx-button--weight-primary.cd= -x-button--action-destructive .mw-mmv-view-expanded .cdx-button__icon { filt= -er: invert(var(--filter-invert-primary-button-icon,1)); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .mw-mmv-view-expanded .cdx-button__icon { mask-image: url("data:image/svg= -+xml;utf8,"); t= -ransition-property: background-color; transition-duration: 100ms; } -} - -@supports not ((-webkit-mask-image:none) or (mask-image:none)) { - .mw-mmv-view-expanded .cdx-button__icon[dir=3D"rtl"], html[dir=3D"rtl"] .= -mw-mmv-view-expanded .cdx-button__icon:not([dir=3D"ltr"]) { background-imag= -e: url("data:image/svg+xml;utf8,<= -path d=3D\"M16 16H8l3-3 1 1 4-4z\"/>"); filter: invert(var(--filter-invert-icon,0)); opacity: va= -r(--opacity-icon-base,0.87); } - .cdx-button:not(.cdx-button--weight-quiet):disabled .mw-mmv-view-expanded= - .cdx-button__icon[dir=3D"rtl"], .cdx-button:not(.cdx-button--weight-quiet)= -:disabled html[dir=3D"rtl"] .mw-mmv-view-expanded .cdx-button__icon:not([di= -r=3D"ltr"]), .cdx-button--weight-primary.cdx-button--action-progressive .mw= --mmv-view-expanded .cdx-button__icon[dir=3D"rtl"], .cdx-button--weight-prim= -ary.cdx-button--action-progressive html[dir=3D"rtl"] .mw-mmv-view-expanded = -.cdx-button__icon:not([dir=3D"ltr"]), .cdx-button--weight-primary.cdx-butto= -n--action-destructive .mw-mmv-view-expanded .cdx-button__icon[dir=3D"rtl"],= - .cdx-button--weight-primary.cdx-button--action-destructive html[dir=3D"rtl= -"] .mw-mmv-view-expanded .cdx-button__icon:not([dir=3D"ltr"]) { filter: inv= -ert(var(--filter-invert-primary-button-icon,1)); } -} - -@supports (-webkit-mask-image:none) or (mask-image:none) { - .mw-mmv-view-expanded .cdx-button__icon[dir=3D"rtl"], html[dir=3D"rtl"] .= -mw-mmv-view-expanded .cdx-button__icon:not([dir=3D"ltr"]) { mask-image: url= -("data:image/svg+xml;utf8,"); transition-property: background-color; transition-duration: 10= -0ms; } -} - -.cdx-progress-bar { box-sizing: border-box; overflow-x: hidden; } - -.cdx-progress-bar__bar { background-color: var(--background-color-progressi= -ve,#36c); width: 33.33%; height: 100%; } - -.cdx-progress-bar--disabled .cdx-progress-bar__bar { background-color: var(= ---background-color-disabled,#dadde3); } - -.cdx-progress-bar:not(.cdx-progress-bar--disabled) .cdx-progress-bar__bar:n= -ot(.cdx-progress-bar__bar--determinate) { animation-name: cdx-animation-pro= -gress-bar__bar; animation-duration: 1.6s; animation-timing-function: linear= -; animation-iteration-count: infinite; } - -.cdx-progress-bar__bar--determinate { width: calc((var(--cdx-progress-value= -,0) / var(--cdx-progress-max,100)) * 100%); } - -.cdx-progress-bar:not(.cdx-progress-bar--inline) { background-color: var(--= -background-color-base,#fff); position: relative; z-index: 1; height: 0.75re= -m; max-width: none; border-image-source: ; border-image-slice: ; border-ima= -ge-width: ; border-image-outset: ; border-image-repeat: ; border-width: 1px= -; border-style: solid; border-color: var(--border-color-progressive,#36c); = -border-radius: 2px; } - -.cdx-progress-bar:not(.cdx-progress-bar--inline).cdx-progress-bar--disabled= - { border-color: var(--border-color-disabled,#c8ccd1); } - -.cdx-progress-bar--inline { width: 100%; height: 0.25rem; } - -.cdx-progress-bar__label { color: var(--color-base,#202122); font-size: var= -(--font-size-small,.875rem); white-space: normal; } - -.cdx-progress-bar__labels { display: flex; justify-content: space-between; = -} - -.cdx-progress-bar__label--start { text-align: left; } - -.cdx-progress-bar__label--end { text-align: right; } - -@keyframes cdx-animation-progress-bar__bar {=20 - 0% { transform: translate(-100%); } - 100% { transform: translate(300%); } -} - -@media print { - #centralNotice { display: none; } -} - -.cn-closeButton { display: inline-block; background: url("data:image/png;ba= -se64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUBAMAAAB/pwA+AAAAElBMVEUAAAAQEBDPz88AAA= -BAQEDv7+9oe1vvAAAABnRSTlMA3rLe3rJS22KzAAAARElEQVQI12PAAUIUQCSTK5BwFgIxFU1Ah= -KECUFAYKAAioXwwBeZChMGCEGGQIFQYJohgIhQgtCEMQ7ECYTHCOciOxA4AADgJTXIb9s8AAAAA= -SUVORK5CYII=3D") no-repeat; width: 20px; height: 20px; text-indent: 20px; w= -hite-space: nowrap; overflow: hidden; } - -#uls-settings-block { background-color: rgb(252, 252, 252); } - -#uls-settings-block.uls-settings-block--vector-2022 { display: flex; justif= -y-content: space-between; padding: 8px 12px; } - -#uls-settings-block.uls-settings-block--vector-2022.row::before, #uls-setti= -ngs-block.uls-settings-block--vector-2022.row::after { content: none; } - -#uls-settings-block.uls-settings-block--vector-2022.uls-settings-block--wit= -h-add-languages { background-color: rgb(248, 249, 250); border-top: 1px sol= -id var(--border-color-subtle,#c8ccd1); } - -#uls-settings-block.uls-settings-block--vector-2022 > button.uls-add-langua= -ges-button { background: url("/w/extensions/UniversalLanguageSelector/resou= -rces/images/add.svg?3165e") left center no-repeat transparent; margin-right= -: 32px; padding-left: 32px; } - -#uls-settings-block.uls-settings-block--vector-2022 > button.uls-language-s= -ettings-button { background: url("/w/extensions/UniversalLanguageSelector/r= -esources/images/cog.svg?ce0b4") center center no-repeat transparent; margin= --left: auto; border: 0px; min-height: 20px; min-width: 20px; } - -#uls-settings-block:not(.uls-settings-block--vector-2022) { background-colo= -r: rgb(248, 249, 250); border-top: 1px solid var(--border-color-subtle,#c8c= -cd1); padding-left: 10px; line-height: 1.2em; border-radius: 0px 0px 2px 2p= -x; } - -#uls-settings-block:not(.uls-settings-block--vector-2022) > button { backgr= -ound: left top / 20px auto no-repeat transparent; color: var(--color-subtle= -,#54595d); display: inline-block; margin: 8px 15px; border: 0px; padding: 0= -px 0px 0px 26px; font-size: medium; cursor: pointer; } - -#uls-settings-block:not(.uls-settings-block--vector-2022) > button:hover { = -color: rgb(32, 33, 34); } - -#uls-settings-block:not(.uls-settings-block--vector-2022) > button.display-= -settings-block { background-image: url("/w/extensions/UniversalLanguageSele= -ctor/resources/images/display.svg?9fd85"); } - -#uls-settings-block:not(.uls-settings-block--vector-2022) > button.input-se= -ttings-block { background-image: url("/w/extensions/UniversalLanguageSelect= -or/resources/images/input.svg?60384"); } - -.uls-tipsy.uls-tipsy { z-index: 1000; } - -.uls-empty-state { padding: 28px; } - -.uls-empty-state .uls-empty-state__header, .uls-empty-state .uls-empty-stat= -e__desc { color: var(--color-subtle,#54595d); } - -.uls-empty-state .uls-language-action-items { list-style: none; margin: 1em= - 0px; } - -.empty-language-selector__language-settings-button { margin: 12px; } - -.uls-menu.uls-language-actions-dialog { min-width: 248px; } - -.uls-menu.uls-language-actions-dialog .uls-language-actions-title { border-= -bottom: 1px solid var(--border-color-subtle,#c8ccd1); display: flex; align-= -items: center; height: 32px; padding: 5px 0px; } - -.uls-menu.uls-language-actions-dialog .uls-language-actions-title .uls-lang= -uage-actions-close { min-width: unset; width: 44px; background: url("/w/ext= -ensions/UniversalLanguageSelector/resources/images/arrow-previous-ltr.svg?2= -79af") center center no-repeat transparent; } - -.uls-menu.uls-language-actions-dialog .uls-language-action-items .uls-langu= -age-action.oo-ui-widget { margin: 0px; padding: 12px 8px; display: block; } - -.uls-menu.uls-language-actions-dialog .uls-language-action-items .uls-langu= -age-action.oo-ui-widget .oo-ui-buttonElement-button { padding-left: 36px; } - -.cdx-button { display: inline-flex; align-items: center; justify-content: c= -enter; gap: 6px; box-sizing: border-box; min-height: 32px; max-width: 28rem= -; margin: 0px; border-width: 1px; border-style: solid; border-radius: 2px; = -padding-right: 11px; padding-left: 11px; font-family: inherit; font-size: v= -ar(--font-size-medium,1rem); font-weight: 700; overflow: hidden; text-overf= -low: ellipsis; white-space: nowrap; text-transform: none; transition-proper= -ty: background-color, color, border-color, box-shadow; transition-duration:= - 0.1s; } - -.cdx-button--size-small { gap: 4px; min-height: 1.5rem; padding-right: 5px;= - padding-left: 5px; } - -.cdx-button--size-large { min-height: 44px; padding-right: 15px; padding-le= -ft: 15px; } - -.cdx-button--icon-only { min-width: 32px; padding-right: 0px; padding-left:= - 0px; } - -.cdx-button--icon-only.cdx-button--size-small { min-width: 1.5rem; } - -.cdx-button--icon-only.cdx-button--size-large { min-width: 44px; } - -.cdx-button .cdx-button__icon, .cdx-button .cdx-icon { vertical-align: midd= -le; } - -.cdx-button .cdx-icon { color: inherit; } - -.cdx-button--fake-button, .cdx-button--fake-button:hover, .cdx-button--fake= --button:focus { text-decoration: none; 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border-color: var(--border-co= -lor-interactive--active,#202122); } - -.cdx-button:enabled:focus, .cdx-button.cdx-button--fake-button--enabled:foc= -us { outline: transparent solid 1px; } - -.cdx-button:enabled:focus:not(:active):not(.cdx-button--is-active), .cdx-bu= -tton.cdx-button--fake-button--enabled:focus:not(:active):not(.cdx-button--i= -s-active) { border-color: var(--border-color-progressive--focus,#36c); box-= -shadow: inset 0 0 0 1px var(--box-shadow-color-progressive--focus,#36c); } - -.cdx-button:enabled.cdx-button--action-progressive, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--action-progressive { background-color: va= -r(--background-color-progressive-subtle,#e8eeff); color: var(--color-progre= -ssive,#36c); border-color: var(--border-color-progressive,#36c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive .cdx-button__icon, .cd= -x-button.cdx-button--fake-button--enabled.cdx-button--action-progressive .c= -dx-button__icon { background-color: var(--color-progressive,#36c); } -} - -.cdx-button:enabled.cdx-button--action-progressive:hover, .cdx-button.cdx-b= -utton--fake-button--enabled.cdx-button--action-progressive:hover { backgrou= -nd-color: var(--background-color-progressive-subtle--hover,#d9e2ff); color:= - var(--color-progressive--hover,#3056a9); border-color: var(--border-color-= -progressive--hover,#3056a9); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive:hover .cdx-button__ico= -n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progress= -ive:hover .cdx-button__icon { background-color: var(--color-progressive--ho= -ver,#3056a9); } -} - -.cdx-button:enabled.cdx-button--action-progressive:active, .cdx-button.cdx-= -button--fake-button--enabled.cdx-button--action-progressive:active, .cdx-bu= -tton:enabled.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--action-progressive.cdx-but= -ton--is-active { background-color: var(--background-color-progressive-subtl= -e--active,#b6d4fb); color: var(--color-progressive--active,#233566); border= --color: var(--border-color-progressive--active,#233566); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-progressive:active .cdx-button__ic= -on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-progres= -sive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-progr= -essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--action-progressive.cdx-button--is-active .cdx= --button__icon { background-color: var(--color-progressive--active,#233566);= - } -} - -.cdx-button:enabled.cdx-button--action-destructive, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--action-destructive { background-color: va= -r(--background-color-destructive-subtle,#ffe9e5); color: var(--color-destru= -ctive,#bf3c2c); border-color: var(--border-color-destructive,#f54739); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive .cdx-button__icon, .cd= -x-button.cdx-button--fake-button--enabled.cdx-button--action-destructive .c= -dx-button__icon { background-color: var(--color-destructive,#bf3c2c); } -} - -.cdx-button:enabled.cdx-button--action-destructive:hover, .cdx-button.cdx-b= -utton--fake-button--enabled.cdx-button--action-destructive:hover { backgrou= -nd-color: var(--background-color-destructive-subtle--hover,#ffdad3); color:= - var(--color-destructive--hover,#9f3526); border-color: var(--border-color-= -destructive--hover,#9f3526); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive:hover .cdx-button__ico= -n, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruct= -ive:hover .cdx-button__icon { background-color: var(--color-destructive--ho= -ver,#9f3526); } -} - -.cdx-button:enabled.cdx-button--action-destructive:active, .cdx-button.cdx-= -button--fake-button--enabled.cdx-button--action-destructive:active, .cdx-bu= -tton:enabled.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--action-destructive.cdx-but= -ton--is-active { background-color: var(--background-color-destructive-subtl= -e--active,#ffc8bd); color: var(--color-destructive--active,#612419); border= --color: var(--border-color-destructive--active,#612419); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--action-destructive:active .cdx-button__ic= -on, .cdx-button.cdx-button--fake-button--enabled.cdx-button--action-destruc= -tive:active .cdx-button__icon, .cdx-button:enabled.cdx-button--action-destr= -uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--action-destructive.cdx-button--is-active .cdx= --button__icon { background-color: var(--color-destructive--active,#612419);= - } -} - -.cdx-button:enabled.cdx-button--action-destructive:focus:not(:active):not(.= -cdx-button--is-active), .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--action-destructive:focus:not(:active):not(.cdx-button--is-active) { b= -order-color: var(--border-color-destructive--focus,#36c); box-shadow: inset= - 0 0 0 1px var(--box-shadow-color-destructive--focus,#36c); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= -.cdx-button--action-progressive { background-color: var(--background-color-= -progressive,#36c); color: var(--color-inverted-fixed,#fff); border-color: v= -ar(--border-color-transparent,transparent); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= -rimary.cdx-button--action-progressive:hover { background-color: var(--backg= -round-color-progressive--hover,#3056a9); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= -primary.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-butt= -on--weight-primary.cdx-button--action-progressive.cdx-button--is-active, .c= -dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= -utton--action-progressive.cdx-button--is-active { background-color: var(--b= -ackground-color-progressive--active,#233566); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progressi= -ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= -fake-button--enabled.cdx-button--weight-primary.cdx-button--action-progress= -ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= -rder-color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= -shadow-color-progressive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= -r-inverted,#fff); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-progres= -sive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--weight-primary.cdx-button--action-progressive .cdx-button__icon { bac= -kground-color: var(--color-inverted-fixed,#fff); } -} - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary= -.cdx-button--action-destructive { background-color: var(--background-color-= -destructive,#bf3c2c); color: var(--color-inverted-fixed,#fff); border-color= -: var(--border-color-transparent,transparent); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-p= -rimary.cdx-button--action-destructive:hover { background-color: var(--backg= -round-color-destructive--hover,#9f3526); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-= -primary.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-butt= -on--weight-primary.cdx-button--action-destructive.cdx-button--is-active, .c= -dx-button.cdx-button--fake-button--enabled.cdx-button--weight-primary.cdx-b= -utton--action-destructive.cdx-button--is-active { background-color: var(--b= -ackground-color-destructive--active,#612419); } - -.cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destructi= -ve:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--= -fake-button--enabled.cdx-button--weight-primary.cdx-button--action-destruct= -ive:focus:not(:active):not(.cdx-button--is-active) { border-color: var(--bo= -rder-color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-= -shadow-color-destructive--focus,#36c),inset 0 0 0 2px var(--box-shadow-colo= -r-inverted,#fff); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-primary.cdx-button--action-destruc= -tive .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-bu= -tton--weight-primary.cdx-button--action-destructive .cdx-button__icon { bac= -kground-color: var(--color-inverted-fixed,#fff); } -} - -.cdx-button:enabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake-= -button--enabled.cdx-button--weight-quiet { background-color: var(--backgrou= -nd-color-transparent,transparent); border-color: var(--border-color-transpa= -rent,transparent); } - -.cdx-button:enabled.cdx-button--weight-quiet:hover, .cdx-button.cdx-button-= --fake-button--enabled.cdx-button--weight-quiet:hover { background-color: va= -r(--background-color-interactive-subtle--hover,#eaecf0); mix-blend-mode: va= -r(--mix-blend-mode-blend,multiply); } - -.cdx-button:enabled.cdx-button--weight-quiet:active, .cdx-button.cdx-button= ---fake-button--enabled.cdx-button--weight-quiet:active, .cdx-button:enabled= -.cdx-button--weight-quiet.cdx-button--is-active, .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--is-active { backgro= -und-color: var(--background-color-interactive-subtle--active,#dadde3); } - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= --button--action-progressive { color: var(--color-progressive,#36c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= -on--weight-quiet.cdx-button--action-progressive .cdx-button__icon { backgro= -und-color: var(--color-progressive,#36c); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= -et.cdx-button--action-progressive:hover { background-color: var(--backgroun= -d-color-progressive-subtle--hover,#d9e2ff); color: var(--color-progressive-= --hover,#3056a9); border-color: var(--border-color-transparent,transparent);= - } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= -x-button--weight-quiet.cdx-button--action-progressive:hover .cdx-button__ic= -on { background-color: var(--color-progressive--hover,#3056a9); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= -iet.cdx-button--action-progressive:active, .cdx-button:enabled.cdx-button--= -weight-quiet.cdx-button--action-progressive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= -ction-progressive.cdx-button--is-active { background-color: var(--backgroun= -d-color-progressive-subtle--active,#b6d4fb); color: var(--color-progressive= ---active,#233566); border-color: var(--border-color-transparent,transparent= -); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressi= -ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= -dx-button--weight-quiet.cdx-button--action-progressive:active .cdx-button__= -icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progr= -essive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive.c= -dx-button--is-active .cdx-button__icon { background-color: var(--color-prog= -ressive--active,#233566); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-progressive= -:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-progressive:= -focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= --color-progressive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= -ow-color-progressive--focus,#36c); } - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx= --button--action-destructive { color: var(--color-destructive,#bf3c2c); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cdx-butt= -on--weight-quiet.cdx-button--action-destructive .cdx-button__icon { backgro= -und-color: var(--color-destructive,#bf3c2c); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:hover, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qui= -et.cdx-button--action-destructive:hover { background-color: var(--backgroun= -d-color-destructive-subtle--hover,#ffdad3); color: var(--color-destructive-= --hover,#9f3526); border-color: var(--border-color-transparent,transparent);= - } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve:hover .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.cd= -x-button--weight-quiet.cdx-button--action-destructive:hover .cdx-button__ic= -on { background-color: var(--color-destructive--hover,#9f3526); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:active, .cdx-button.cdx-button--fake-button--enabled.cdx-button--weight-qu= -iet.cdx-button--action-destructive:active, .cdx-button:enabled.cdx-button--= -weight-quiet.cdx-button--action-destructive.cdx-button--is-active, .cdx-but= -ton.cdx-button--fake-button--enabled.cdx-button--weight-quiet.cdx-button--a= -ction-destructive.cdx-button--is-active { background-color: var(--backgroun= -d-color-destructive-subtle--active,#ffc8bd); color: var(--color-destructive= ---active,#612419); border-color: var(--border-color-transparent,transparent= -); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructi= -ve:active .cdx-button__icon, .cdx-button.cdx-button--fake-button--enabled.c= -dx-button--weight-quiet.cdx-button--action-destructive:active .cdx-button__= -icon, .cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destr= -uctive.cdx-button--is-active .cdx-button__icon, .cdx-button.cdx-button--fak= -e-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive.c= -dx-button--is-active .cdx-button__icon { background-color: var(--color-dest= -ructive--active,#612419); } -} - -.cdx-button:enabled.cdx-button--weight-quiet.cdx-button--action-destructive= -:focus:not(:active):not(.cdx-button--is-active), .cdx-button.cdx-button--fa= -ke-button--enabled.cdx-button--weight-quiet.cdx-button--action-destructive:= -focus:not(:active):not(.cdx-button--is-active) { border-color: var(--border= --color-destructive--focus,#36c); box-shadow: inset 0 0 0 1px var(--box-shad= -ow-color-destructive--focus,#36c); } - -.cdx-button:disabled, .cdx-button.cdx-button--fake-button--disabled { backg= -round-color: var(--background-color-disabled,#dadde3); color: var(--color-d= -isabled-emphasized,#a2a9b1); border-color: var(--border-color-transparent,t= -ransparent); } - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:disabled .cdx-button__icon, .cdx-button.cdx-button--fake-butt= -on--disabled .cdx-button__icon { background-color: var(--color-inverted,#ff= -f); } -} - -.cdx-button:disabled.cdx-button--weight-quiet, .cdx-button.cdx-button--fake= --button--disabled.cdx-button--weight-quiet { background-color: var(--backgr= -ound-color-transparent,transparent); color: var(--color-disabled,#a2a9b1); = -} - -@supports ((-webkit-mask-image:none) or (mask-image:none)) { - .cdx-button:disabled.cdx-button--weight-quiet .cdx-button__icon, .cdx-but= -ton.cdx-button--fake-button--disabled.cdx-button--weight-quiet .cdx-button_= -_icon { background-color: var(--color-disabled,#a2a9b1); } -} - -.mw-interlanguage-selector-disabled #p-lang-btn-sticky-header { display: no= -ne; } -------MultipartBoundary--fsxDYBPBxpaj70SvxtmLAOt7BCtHwaj0pxGmYCgCOg------ diff --git a/ts/tmp/browser-memory-acceptance/ada-lovelace.html b/ts/tmp/browser-memory-acceptance/ada-lovelace.html deleted file mode 100644 index 8c50ef833b..0000000000 --- a/ts/tmp/browser-memory-acceptance/ada-lovelace.html +++ /dev/null @@ -1,26845 +0,0 @@ - - - - - Ada Lovelace - Wikipedia - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    - The Right Honourable -
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    The Countess of Lovelace
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    - Augusta Ada King, Countess of Lovelace, daguerrotype portrait circa 1843 -
    - Daguerreotype - of Lovelace (c. 1843)[1] -
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    Born -
    - Augusta Ada Byron -
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    (1815-12-10)10 December 1815
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    - London, England -
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    Died - 27 November 1852(1852-11-27) - (aged 36)
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    - Marylebone, London, England -
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    -     		- Church of St Mary Magdalene, Hucknall, Nottingham, England -
    - Known for - - Mathematics, - computing -
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    - Augusta Ada King, Countess of Lovelace - (née Byron; 10 December 1815 – 27 November 1852), also known as - Ada Lovelace, was an English - mathematician - and - writer - chiefly known for work on - Charles Babbage's proposed mechanical general-purpose - computer, the - analytical engine. She was the first to recognise the machine had - applications beyond pure calculation. Lovelace is often - considered the first - computer programmer. -

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    - Lovelace was the only - legitimate child - of poet - Lord Byron - and reformer - Anne Isabella Milbanke.[2] - Lord Byron separated from his wife a month after Ada was - born, and died when she was eight. Although often ill in - childhood, Lovelace pursued her studies - assiduously. She married - William King - in 1835. King was a - Baron, and was created Viscount Ockham and 1st - Earl of Lovelace - in 1838. The name Lovelace was chosen because Ada was - descended from the extinct - Baron Lovelaces.[3] - The title given to her husband thus made Ada the Countess - of Lovelace. -

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    - Lovelace's educational and social exploits brought her - into contact with scientists such as - Andrew Crosse, - Charles Babbage, - David Brewster, - Charles Wheatstone - and - Michael Faraday, and the author - Charles Dickens, contacts which she used to further her education. - Lovelace described her approach as "poetical science"[4] - and herself as an "Analyst (& - Metaphysician)".[5] -

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    - At age 18, Lovelace's mathematical talents led her to a - long working relationship and friendship with fellow - British mathematician Charles Babbage. She was - particularly interested in Babbage's work on the - analytical engine. Lovelace first met him on 5 June 1833, - when she and her mother attended one of - Charles Babbage's Saturday night soirĂŠes[6] - with their mutual friend, and Lovelace's private tutor, - Mary Somerville. Though Babbage's analytical engine was never - constructed and did not influence the invention of - electronic computers, it has been recognised as a - Turing-complete - general-purpose computer, which anticipated the essential - features of a modern electronic computer. Babbage is - therefore known as the "father of computers," and Lovelace - is credited with several computing "firsts" for her - collaboration with him. Lovelace translated - an article - by the military engineer - Luigi Menabrea - about the analytical engine, supplementing it with - seven long explanatory notes. - These described a method of using the machine to calculate - Bernoulli numbers - which is often called the first published - computer program. -

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    - She developed a vision of the capability of computers to - go beyond mere - calculating - or number-crunching, while many others, including Babbage, - focused only on those capabilities.[7] - Lovelace was the first to point out the possibility of - encoding information besides mere - arithmetical - figures, such as - music, and manipulating it with such a machine. Her mindset of - "poetical science" led her to ask questions about the - analytical engine, examining how individuals and society - relate to technology as a collaborative tool.[8] - Ada is widely commemorated, including in the names of a - programming language, roads, buildings and institutes, as well as programmes, - lectures and courses. There are plaques, statues, - paintings, literary and non-fiction works about her. -

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    Biography

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    Childhood

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    - Lord Byron - expected his child to be a "glorious boy" and was - disappointed when - Lady Byron - gave birth to a girl.[9] - The child was named after Byron's half-sister, - Augusta Leigh, and was called "Ada" by Byron himself.[10] - On 16 January 1816, at Lord Byron's command, Lady Byron - left for her parents' home at - Kirkby Mallory, taking their five-week-old daughter with her.[9] - Although English law at the time granted full custody of - children to the father in cases of separation, Lord - Byron made no attempt to claim his parental rights,[11] - but did request that his sister keep him informed of - Ada's welfare.[12] -

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    Ada Byron, aged four
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    - On 21 April, Lord Byron signed the - deed of separation, although very reluctantly, and left England for good - a few days later.[13] - Aside from an acrimonious separation, Lady Byron - continued throughout her life to make allegations about - her husband's immoral behaviour.[14] - This set of events made Lovelace infamous in Victorian - society. Ada did not have a relationship with her - father. He died in April 1824 when she was eight years - old. Her mother was the only significant parental figure - in her life.[15] - Lovelace was not shown the family portrait of her father - until her 20th birthday.[16] -

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    - Ada Byron, aged seven, by - Alfred d'Orsay, 1822, - Somerville College, Oxford -
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    - Lovelace did not have a close relationship with her - mother. She was often left in the care of her maternal - grandmother Judith, Hon. Lady Milbanke, who doted on - her. However, because of societal attitudes of the - time—which favoured the husband in any separation, with - the welfare of any child acting as mitigation—Lady Byron - had to present herself as a loving mother to the rest of - society. This included writing anxious letters to Lady - Milbanke about her daughter's welfare, with a cover note - saying to retain the letters in case she had to use them - to show maternal concern.[17] - In one letter to Lady Milbanke, she referred to her - daughter as "it": "I talk to it for your satisfaction, - not my own, and shall be very glad when you have it - under your own."[18] - Lady Byron had her teenage daughter watched by close - friends for any sign of moral deviation. Lovelace dubbed - these observers the "Furies" and later complained they - exaggerated and invented stories about her.[19] -

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    - Ada Byron, aged seventeen, 1832 -
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    - Lovelace was often ill, beginning in early childhood. At - the age of eight, she experienced headaches that - obscured her vision.[10] - In June 1829, she was paralyzed after a bout of - measles. She was subjected to continuous bed rest for nearly a - year, something which may have extended her period of - disability. By 1831, she was able to walk with crutches. - Despite the illnesses, she developed her mathematical - and technological skills. -

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    - When Ada was twelve years old, this future "Lady - Fairy", as Charles Babbage affectionately called her, - decided she wanted to fly. Ada Byron went about the - project methodically, thoughtfully, with imagination - and passion. Her first step, in February 1828, was to - construct wings. She investigated different material - and sizes. She considered various materials for the - wings: paper, oilsilk, wires, and feathers. She - examined the - anatomy of birds - to determine the right proportion between the wings - and the body. She decided to write a book, - Flyology, illustrating, with plates, some of - her findings. She decided what equipment she would - need; for example, a compass, to "cut across the - country by the most direct road", so that she could - surmount mountains, rivers, and valleys. Her final - step was to integrate steam with the "art of - flying".[8] -

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    - Ada Byron had an affair with a tutor in early 1833. She - tried to elope with him after she was caught, but the - tutor's relatives recognised her and contacted her - mother. Lady Byron and her friends covered the incident - up to prevent a public scandal.[20] - Lovelace never met her younger half-sister, - Allegra, the daughter of Lord Byron and - Claire Clairmont. Allegra died in 1822 at the age of five. Lovelace did - have some contact with - Elizabeth Medora Leigh, the daughter of Byron's half-sister Augusta Leigh, - who purposely avoided Lovelace as much as possible when - introduced at court.[21] -

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    Adult years

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    - Watercolor portrait of Ada Byron, by Alfred Edward Chalon, c. 1835. -
    - Watercolor portrait of Ada Byron, by - Alfred Edward Chalon, c. 1835. -
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    - Ada King, Countess of Lovelace. Watercolour portrait circa 1840 -
    - Watercolour portrait of Ada King, Countess of - Lovelace, - c. 1840, possibly by Alfred Edward Chalon -
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    - Lovelace became close friends with her tutor - Mary Somerville, who introduced her to Charles Babbage in 1833. She - had a strong respect and affection for Somerville,[22] - and they corresponded for many years. Other - acquaintances included the scientists - Andrew Crosse, - Sir David Brewster, - Charles Wheatstone, - Michael Faraday - and the author - Charles Dickens. She was - presented at Court - at the age of seventeen "and became a popular belle of - the season" in part because of her "brilliant mind".[23] - By 1834 Ada was a regular at Court and started attending - various events. She danced often and was able to charm - many people, and was described by most people as being - dainty, although - John Hobhouse, Byron's friend, described her as "a large, - coarse-skinned young woman but with something of my - friend's features, particularly the mouth".[24] - This description followed their meeting on 24 February - 1834 in which Ada made it clear to Hobhouse that she did - not like him, probably due to her mother's influence, - which led her to dislike all of her father's friends. - This first impression was not to last, and they later - became friends.[25] -

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    - William King, 1st Earl of Lovelace in uniform -
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    - On 8 July 1835, she married - William, 8th Baron King, becoming Lady King. They had three homes: - Ockham Park, Surrey; a Scottish estate on - Loch Torridon - in - Ross-shire; and a house in London. They spent their honeymoon at - Ashley Combe near - Porlock Weir, Somerset, which had been built as a hunting lodge in - 1799 and was improved by King in preparation for their - honeymoon. It later became their summer retreat and was - further improved during this time. From 1845, the - family's main house was - Horsley Towers, built in the - Tudorbethan - fashion by the architect of the Houses of Parliament, - Charles Barry,[26][27] - and later greatly enlarged to Lovelace's own designs. -

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    - They had three children: - Byron - (born 1836); - Anne Isabella - (called Annabella, born 1837); and - Ralph Gordon - (born 1839). Immediately after the birth of Annabella, - Lady King experienced "a tedious and suffering illness, - which took months to cure".[25] - Ada was a descendant of the extinct - Barons Lovelace - and in 1838, her husband was made - Earl of Lovelace - and Viscount Ockham, meaning Ada became the Countess of - Lovelace.[28] - In 1843–44, Ada's mother assigned - William Benjamin Carpenter - to teach Ada's children and to act as a "moral" - instructor for Ada.[29] - He quickly fell for her and encouraged her to express - any frustrated affections, claiming that his marriage - meant he would never act in an "unbecoming" manner. When - it became clear that Carpenter was trying to start an - affair, Ada cut it off.[30] -

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    - In 1841, Lovelace and - Medora Leigh - (the daughter of Lord Byron's half-sister Augusta Leigh) - were told by Ada's mother that Ada's father was also - Medora's father.[31] - On 27 February 1841, Ada wrote to her mother: "I am not - in the least astonished. In fact, you - merely confirm what I have for - years and years felt scarcely a doubt - about, but should have considered it most improper in me - to hint to you that I in any way suspected."[32] - She did not blame the incestuous relationship on Byron, - but instead blamed Augusta Leigh: "I fear she is more - inherently wicked than he ever was."[33] - In the 1840s, Ada flirted with scandals: firstly, from a - relaxed approach to extra-marital relationships with - men, leading to rumours of affairs;[34] - and secondly, from her love of gambling. She apparently - lost more than ÂŁ3,000 on the horses during the later - 1840s.[35] - The gambling led to her forming a syndicate with male - friends, and an ambitious attempt in 1851 to create a - mathematical model for successful large bets. This went - disastrously wrong, leaving her thousands of pounds in - debt to the syndicate, forcing her to admit it all to - her husband.[36] - She had a shadowy relationship with Andrew Crosse's son - John from 1844 onwards. John Crosse destroyed most of - their correspondence after her death as part of a legal - agreement. She bequeathed him the only heirlooms her - father had personally left to her.[37] - During her final illness, she would panic at the idea of - the younger Crosse being kept from visiting her.[38] -

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    Education

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    - Sonnet titled The Rainbow in - Lovelace's own hand (Somerville College) -
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    - From 1832, when she was seventeen, her mathematical - abilities began to emerge,[23] - and her interest in mathematics dominated the majority - of her adult life.[39] - Her mother's obsession with rooting out any of the - insanity of which she accused Byron was one of the - reasons that Ada was taught mathematics from an early - age. She was privately educated in mathematics and - science by - William Frend, - William King,[a] - and - Mary Somerville, the noted 19th-century researcher and scientific - author. In the 1840s, the mathematician - Augustus De Morgan - extended her "much help in her mathematical studies" - including study of advanced calculus topics including - the "numbers of Bernoulli" (that formed her celebrated algorithm for Babbage's - Analytical Engine).[40] - In a letter to Lady Byron, De Morgan suggested that - Ada's skill in mathematics might lead her to become "an - original mathematical investigator, perhaps of - first-rate eminence".[41] -

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    - Lovelace often questioned basic assumptions through - integrating poetry and science. Whilst studying - differential calculus, she wrote to De Morgan: -

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    - I may remark that the curious transformations many - formulae can undergo, the unsuspected and to a - beginner apparently impossible identity of forms - exceedingly dissimilar at first sight, is I think one - of the chief difficulties in the early part of - mathematical studies. I am often reminded of certain - sprites and fairies one reads of, who are at one's - elbows in one shape now, and the - next minute in a form most dissimilar.[42] -

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    - Lovelace believed that intuition and imagination were - critical to effectively applying mathematical and - scientific concepts. She valued - metaphysics - as much as mathematics, viewing both as tools for - exploring "the unseen worlds around us".[43] -

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    Death

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    - Ada Lovelace, painted portrait circa 1852 -
    - Painting of Lovelace seated at a piano, by - Henry Phillips - (1852). Although in great pain at the time, she agreed - to sit for the painting as her father, - Lord Byron, had been painted by Phillips' father, - Thomas Phillips. -
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    - Lovelace died at the age of 36 on 27 November 1852[44] - from - cervical cancer - (which contemporary accounts called uterine cancer, - since a distinction between the two was not made at that - time).[45][46] - The illness lasted several months, in which time Lady - Byron took command over whom Ada saw, and excluded all - of her friends and confidants. Under her mother's - influence, Ada had a religious transformation and was - coaxed into repenting of her previous conduct and making - Lady Byron her - executor.[47] - She lost contact with her husband after confessing - something to him on 30 August which caused him to - abandon her bedside. It is not known what she told - him.[48] - She was buried, at her request, next to her father at - the - Church of St. Mary Magdalene - in Hucknall, Nottinghamshire.[49] -

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    Work

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    - Throughout her life, Lovelace was strongly interested in - scientific developments and fads of the day, including - phrenology[50] - and - mesmerism.[51] - After her work with Babbage, Lovelace continued to work on - other projects. In 1844, she commented to a friend - Woronzow Greig about her desire to create a mathematical - model for how the brain gives rise to thoughts and nerves - to feelings ("a calculus of the nervous system").[52] - She never achieved this, however. In part, her interest in - the brain came from a long-running preoccupation, - inherited from her mother, about her "potential" madness. - As part of her research into this project, she visited the - electrical engineer Andrew Crosse in 1844 to learn how to - carry out electrical experiments.[53] - In the same year, she wrote a review of a paper by Baron - Karl von Reichenbach, Researches on Magnetism, but this was - not published and does not appear to have progressed past - the first draft.[54] - In 1851, the year before her cancer struck, she wrote to - her mother mentioning "certain productions" she was - working on regarding the relation of maths and music.[55] -

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    - Portrait of Ada Lovelace - by the British painter - Margaret Sarah Carpenter - (1836) -
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    - Lovelace first met - Charles Babbage - in June 1833, through their mutual friend Mary Somerville. - Later that month, Babbage invited Lovelace to see the - prototype for his - difference engine.[56] - She became fascinated with the machine and used her - relationship with Somerville to visit Babbage as often as - she could. Babbage was impressed by Lovelace's intellect - and analytic skills. He called her "The Enchantress of - Number".[57][b] - In 1843, he wrote to her: -

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    - Forget this world and all its troubles and if possible - its multitudinous Charlatans—every thing in short but - the Enchantress of Number.[57] -

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    - [58] -

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    - Babbage's lecture, Menabrea's French transcription, - Lovelace's translation and Notes A-G -

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    - In 1840, Babbage was invited to give a seminar at the - University of Turin - about his Analytical Engine. - Luigi Menabrea, a young Italian engineer and the future - Prime Minister of Italy, transcribed Babbage's lecture into French, and this - transcript was subsequently published in the - Bibliothèque universelle de Genève - in October 1842. Babbage's friend - Charles Wheatstone - commissioned Lovelace to translate Menabrea's paper into - English. -

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    - During a nine-month period in 1842–43, Lovelace - translated Menabrea's article.[59] - She augmented the paper with seven notes, A to G, about - three times longer than the translation.[60] - The translation and notes were then published in the - September 1843 edition of Taylor's - Scientific Memoirs - under her initials AAL.[61] -

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    - Explaining the Analytical Engine's function was a - difficult task; many other scientists did not grasp the - concept and the British establishment had shown little - interest in it.[62] - Lovelace's notes even had to explain how the Analytical - Engine differed from the original Difference Engine.[63] - Her work was well received at the time; the scientist - Michael Faraday - described himself as a supporter of her writing.[64] -

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    - Babbage's preface -

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    - Lovelace and Babbage had a minor falling out when the - papers were published, when he tried to leave his own - statement (criticising the government's treatment of his - Engine) as an unsigned preface, which could have been - mistakenly interpreted as a joint declaration. When - Taylor's - Scientific Memoirs - ruled that the statement should be signed, Babbage wrote - to Lovelace asking her to withdraw the paper. This was - the first that she knew he was leaving it unsigned, and - she wrote back refusing to withdraw the paper. The - historian - Benjamin Woolley - theorised that "His actions suggested he had so - enthusiastically sought Ada's involvement, and so - happily indulged her ... because of her 'celebrated name'."[65] - Their friendship recovered, and they continued to - correspond. On 12 August 1851, when she was dying of - cancer, Lovelace wrote to him asking him to be her - executor, though this letter did not give him the - necessary legal authority. Part of the terrace at Worthy - Manor was known as - Philosopher's Walk; it was there that - Lovelace and Babbage were reputed to have walked while - discussing mathematical principles.[64] -

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    - First published computer program -

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    - The notes are important in the early - history of computers, especially since - Note G[66] - described, in complete detail, a method for calculating - a sequence of - Bernoulli numbers - using the Analytical Engine, which might have run - correctly had it ever been built.[67] - Though Babbage's personal notes from 1837 to 1840 - contain the first programs for the engine,[68][69][70] - the - algorithm - in Note G is often called the first published computer - program. The engine was never completed and so the - program was never tested.[71] -

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    - In 1953, more than a century after her death, Ada - Lovelace's notes on Babbage's Analytical Engine were - republished as an appendix to - B. V. Bowden's - Faster than Thought: A Symposium on Digital Computing - Machines.[72] - The engine has now been recognised as an early model for - a computer and her notes as a description of a computer - and software.[67] -

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    - Controversy over contribution -

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    - Based on this work, Lovelace is often called the first - computer programmer[73][74] - and her method has been called the world's first - computer program.[75][76][77] -

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    - Eugene Eric Kim and Lovelace biographer, Betty - Alexandra Toole, argued it was "incorrect" to regard - Lovelace as the first computer programmer in an - article for - Scientific American.[71] - Babbage claims credit in his autobiography for the - algorithm in Note G,[78] - and regardless of the extent of Lovelace's - contribution to it, she was not the very first person - to write a program for the Analytical Engine, as - Babbage had written the initial programs for it, - although the majority were never published.[71] - Bromley notes several dozen sample programs prepared - by Babbage between 1837 and 1840, all substantially - predating Lovelace's notes.[79] - Dorothy K. Stein - regards Lovelace's notes as "more a reflection of the - mathematical uncertainty of the author, the political - purposes of the inventor, and, above all, of the - social and cultural context in which it was written, - than a blueprint for a scientific development".[80] -

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    - Allan G. Bromley, in the 1990 article - Difference and Analytical Engines: -

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    - All but one of the programs cited in her notes had - been prepared by Babbage from three to seven years - earlier. The exception was prepared by Babbage for - her, although she did detect a "bug" in it. Not only - is there no evidence that Ada ever prepared a - program for the Analytical Engine, but her - correspondence with Babbage shows that she did not - have the knowledge to do so.[81] -

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    - Bruce Collier wrote that Lovelace "made a considerable - contribution to publicizing the Analytical Engine, but - there is no evidence that she advanced the design or - theory of it in any way".[82] -

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    - Doron Swade - has said that Ada only published the first computer - program instead of actually writing it, but agrees - that she was the only person to see the potential of - the analytical engine as a machine capable of - expressing entities other than quantities.[83] -

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    - In his book, Idea Makers, - Stephen Wolfram - defends Lovelace's contributions. While acknowledging - that Babbage wrote several unpublished algorithms for - the Analytical Engine prior to Lovelace's notes, - Wolfram argues that "there's nothing as - sophisticated—or as clean—as Ada's computation of the - Bernoulli numbers. Babbage certainly helped and - commented on Ada's work, but she was definitely the - driver of it." Wolfram then suggests that Lovelace's - main achievement was to distill from Babbage's - correspondence "a clear exposition of the abstract - operation of the machine—something which Babbage never - did".[84] -

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    - Insight into potential of computing devices -

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    - In her notes, Ada Lovelace emphasised the difference - between the Analytical Engine and previous calculating - machines, particularly its ability to be programmed to - solve problems of any complexity.[85] - She realised the potential of the device extended far - beyond mere number crunching. In her notes, she wrote: -

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    - [The Analytical Engine] might act upon other things - besides number, were objects found whose mutual - fundamental relations could be expressed by those of - the abstract science of operations, and which should - be also susceptible of adaptations to the action of - the operating notation and mechanism of the - engine...Supposing, for instance, that the fundamental - relations of pitched sounds in the science of harmony - and of musical composition were susceptible of such - expression and adaptations, the engine might compose - elaborate and scientific pieces of music of any degree - of complexity or extent.[86][87] -

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    - This analysis was an important development from previous - ideas about the capabilities of computing devices and - anticipated the implications of modern computing one - hundred years before they were realised. - Walter Isaacson - ascribes Ada's insight regarding the application of - computing to any process based on - logical symbols to an observation about textiles: "When - she saw some - mechanical looms - that used - punchcards - to direct the weaving of beautiful - patterns, it reminded her of how Babbage's engine used punched - cards to make calculations."[88] - This insight is seen as significant by writers such as - Betty Toole and Benjamin Woolley, as well as the - programmer - John Graham-Cumming, whose project Plan 28 has the aim of constructing the - first complete Analytical Engine.[89][90][91] -

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    - According to the historian of computing and Babbage - specialist - Doron Swade: -

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    - Ada saw something that Babbage in some sense failed to - see. In Babbage's world his engines were bound by - number...What Lovelace saw...was that number could - represent entities other than quantity. So once you - had a machine for manipulating numbers, if those - numbers represented other things, letters, musical - notes, then the machine could manipulate symbols of - which number was one instance, according to rules. It - is this fundamental transition from a machine which is - a number cruncher to a machine for manipulating - symbols according to rules that is the fundamental - transition from calculation to computation—to - general-purpose computation—and looking back from the - present high ground of modern computing, if we are - looking and sifting history for that transition, then - that transition was made explicitly by Ada in that - 1843 paper.[92] -

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    - Note G - also contains what came to be known as "Lady Lovelace's - Objection" to the concept of - artificial intelligence, so named by - Alan Turing - in his paper "Computing Machinery and Intelligence"[93][94] - The objection is Lovelace's statement that: -

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    - The Analytical Engine has no pretensions whatever to - originate anything. It can do - whatever we know how to order it to - perform. It can follow analysis; but it has no power - of anticipating any analytical relations or truths. -

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    - This objection has been the subject of much debate and - rebuttal, including in the paper that originally coined - it.[94] -

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    - Distinction between mechanism and logical structure -

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    - Lovelace recognized the difference between the details - of the computing mechanism, as covered in an 1834 - article on the Difference Engine,[95] - and the logical structure of the Analytical Engine, on - which the article she was reviewing dwelt. She noted - that different specialists might be required in each - area. -

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    - The [1834 article] chiefly treats it under its - mechanical aspect, entering but slightly into the - mathematical principles of which that engine is the - representative, but giving, in considerable length, - many details of the mechanism and contrivances by - means of which it tabulates the various orders of - differences. M. Menabrea, on the contrary, exclusively - develops the analytical view; taking it for granted - that mechanism is able to perform certain processes, - but without attempting to explain how; and devoting - his whole attention to explanations and illustrations - of the manner in which analytical laws can be so - arranged and combined as to bring every branch of that - vast subject within the grasp of the assumed powers of - mechanism. It is obvious that, in the invention of a - calculating engine, these two branches of the subject - are equally essential fields of investigation... They - are indissolubly connected, though so different in - their intrinsic nature, that perhaps the same mind - might not be likely to prove equally profound or - successful in both.[66]: Note A  -

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    - Commemoration -

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    - Plaque to Ada Lovelace that reads "English Heritage, Ada Countess of Lovelace, 1815–1852, Pioneer of Computing lived here" -
    - Blue plaque - to Ada Lovelace in - St James's Square, London -
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    - The computer language - Ada, created on behalf of the - United States Department of Defense, was named after Lovelace.[96] - The reference manual for the language was approved on 10 - December 1980 and the - Department of Defense Military Standard - for the language, MIL-STD-1815, was - given the number of the year of her birth.[97] -

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    - In 1981, the - Association for Women in Computing - inaugurated its - Ada Lovelace Award.[98][99] - As of 1998, the - British Computer Society - (BCS) has awarded the - Lovelace Medal,[100] - and in 2008 initiated an annual competition for women - students.[101] - BCSWomen - sponsors the Lovelace Colloquium, an annual conference for - women undergraduates.[101] - In 2013, the - University of Deusto - in Spain established the - Ada Byron Award - for women in technology, which was subsequently expanded - to several Latin American countries.[102] -

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    - Ada, the National College for Digital Skills, is a specialist - college of further education - and - higher education - in England, focused on digital skills. The college has - campuses in - London - (Pimlico) and - Manchester - (Ancoats). The college teaches degree-level apprenticeship, as - well as a sixth-form college for students aged 16 to - 19.[103][104] -

    - -

    - Ada Lovelace Day - is an annual event celebrated on the second Tuesday of - October,[105] - which began in 2009.[106] - Its goal is to "... raise the profile of women in science, technology, - engineering, and maths," and to "create new role models - for girls and women" in these fields.[106] - Events have included Wikipedia - edit-a-thons - with the aim of improving the representation of women on - Wikipedia in terms of articles and editors to reduce - unintended - gender bias on Wikipedia. -

    - -

    - The - Ada Initiative - was a non-profit organisation dedicated to increasing the - involvement of women in the - free culture - and - open source movements.[107] -

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    - The building of the department of Engineering Mathematics - at the - University of Bristol - is called the Ada Lovelace Building.[108] -

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    - The Engineering in Computer Science and Telecommunications - College building in - Zaragoza University - is called the Ada Byron Building.[109] -

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    - The computer centre in the village of - Porlock, near where Lovelace lived, is named after her. -

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    - Ada Lovelace House is a council-owned building in - Kirkby-in-Ashfield, Nottinghamshire, near where Lovelace spent her - infancy.[110][111] -

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    - In 2012, a - Google Doodle - and blog post honoured her on her birthday.[112][113] - In 2013, - Ada Developers Academy - was founded and named after her. Its mission is to - diversify tech by providing women and gender-diverse - people the skills, experience, and community support to - become professional software developers to change the face - of tech.[114] - On 17 September 2013, the - BBC Radio 4 - biography programme - Great Lives - devoted an episode to Ada Lovelace; she was sponsored by - TV presenter - Konnie Huq.[115] -

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    - Lovelace statue in Millbank, City of Westminster, London -
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    - As of November 2015, all new - British passports - have included an illustration of Lovelace and Babbage.[116][117] - In 2017, a Google Doodle honoured her with other women on - International Women's Day.[118] - On 2 February 2018, - Satellogic, a high-resolution - Earth observation - imaging and analytics company, launched a - ÑuSat - type - micro-satellite - named in honour of Ada Lovelace.[119] - In March 2018, - The New York Times - published a belated obituary for Ada Lovelace.[120] -

    - -

    - On 27 July 2018, - Senator Ron Wyden - submitted, in the - United States Senate, the designation of 9 October 2018 as National Ada - Lovelace Day: "To honor the life and contributions of Ada - Lovelace as a leading woman in science and mathematics". - The resolution (S.Res.592)[121] - was considered, and agreed to without amendment and with a - preamble by unanimous consent. In November 2020 it was - announced that - Trinity College Dublin, whose library had previously held forty busts, all of - them of men, was commissioning four new busts of women, - one of whom was to be Lovelace. The four new busts (Ada - Lovelace, Mary Wollstonecraft, Augusta Gregory and - Rosalind Franklin) were unveiled on February 1, 2023 - [122] -

    - - - - - - - - - - - -
    - External videos -
    - video icon - “9 Millbank : Ada Lovelace Sculpture Takes Her Place In - Westminster St Edward”, 7 March 2022. -
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    - In March 2022, a statue of Ada Lovelace was installed at - the site of the former Ergon House in the - City of Westminster, London, honouring its scientific history. The - redevelopment was part of a complex with - Imperial Chemical House.[123] - The statue was sculpted by Etienne and Mary Millner and - based on the portrait by - Margaret Sarah Carpenter. The sculpture was unveiled on International Women's - Day, 2022. It stands on the 7th floor of Millbank Quarter - overlooking the junction of Dean Bradley Street and - Horseferry Road.[124] -

    - - -

    - The 2022 - graphics processor - microarchitecture - from - Nvidia - is named - Ada Lovelace.[125] - In July 2023, the - Royal Mint - issued four commemorative - ÂŁ2 coins - in various metals to "honour the innovative contributions - of computer science visionary Ada Lovelace and her legacy - as a female trailblazer."[126] -

    - -

    - In 2025, the - National Portrait Gallery - acquired three images of Lovelace–the only known - photographs of Lovelace.[127] - Two were daguerreotypes by - Antoine Claudet - and were taken around 1843.[128][129] - The third was by an unknown photographer and is of - Henry Wyndham Phillips’ portrait of Lovelace.[130] -

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    - In February 2026, a statue of Lovelace was unveiled on the - Hinckley - campus of the North Warwickshire and South Leicestershire - College.[131] -

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    - Bicentenary (2015) -

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    - The bicentenary of Ada Lovelace's birth was celebrated - with a number of events, including:[132] -

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    - Special exhibitions were displayed by the - Science Museum - in London, England[141] - and the - Weston Library - (part of the - Bodleian Library) in - Oxford, England.[142] -

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    - Illustration of Ada Lovelace's portrait in a gold frame -
    - An illustration inspired by the - A. E. Chalon - portrait created for the - Ada Initiative, which supported open technology and women -
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    - Novels, plays and poetry -

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    - Lovelace is portrayed in - Romulus Linney's 1977 play - Childe Byron.[143] - In - Tom Stoppard's 1993 play - Arcadia, the precocious teenage genius Thomasina Coverly—a - character "apparently based" on Ada Lovelace (the play - also involves - Lord Byron)—comes to understand - chaos theory, and theorises the - second law of thermodynamics, before either is officially recognised.[144][145] -

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    - In the 1990 - steampunk - novel - The Difference Engine - by - William Gibson - and - Bruce Sterling,[146] - Lovelace delivers a lecture on the "punched cards" - programme which proves - GĂśdel's incompleteness theorems - decades before their actual discovery. Lovelace and - Mary Shelley - as teenagers are the central characters in - Jordan Stratford's steampunk series, - The Wollstonecraft Detective Agency.[147] -

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    - Lovelace features in - John Crowley's 2005 novel, - Lord Byron's Novel: The Evening Land, - as an unseen character whose personality is forcefully - depicted in her annotations and anti-heroic efforts to - archive her father's lost novel.[148] -

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    - The 2015 play Ada and the Engine by - Lauren Gunderson - portrays Lovelace and Charles Babbage in unrequited - love, and it imagines a post-death meeting between - Lovelace and her father.[149][150] - Lovelace and Babbage are also the main characters in - Sydney Padua's webcomic and graphic novel - The Thrilling Adventures of Lovelace and Babbage. The comic features extensive footnotes on the history - of Ada Lovelace, and many lines of dialogue are drawn - from actual correspondence.[151] -

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    - Poet - Jessy Randall - included a tribute to Lovelace in her 2025 collection of - poems about women scientists, - The Path of Most Resistance.[152] -

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    Film and television

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    - In the 1997 film - Conceiving Ada, a computer scientist obsessed with Ada finds a way of - communicating with her in the past by means of "undying - information waves".[153] -

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    - Lovelace, identified as Ada Augusta Byron, is portrayed - by Lily Lesser in the second series of - The Frankenstein Chronicles - aired on ITV in 2017.[154] - She is employed as an "analyst" to provide the workings - of a life-sized humanoid automaton. The brass workings - of the machine are reminiscent of Babbage's analytical - engine. Her employment is described as keeping her - occupied until she returns to her studies in advanced - mathematics.[155] -

    - -

    - "Lovelace" is the name of the operating system designed - by the character Cameron Howe in - Halt and Catch Fire, which aired on - AMC - in the US in 2015.[156] -

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    - In the documentary - Calculating Ada: The Countess of Computing - (2015), Dr Hannah Fry covers the life of Ada - Lovelace.[157] -

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    - Lovelace and Babbage appear as characters in the - second season - of the ITV series - Victoria - (2017). - Emerald Fennell - portrays Lovelace in the episode, "The Green-Eyed - Monster."[158] -

    - -

    - Lovelace features as a character in "Spyfall, Part 2", the second episode of - Doctor Who, series 12, which first aired on - BBC One - on 5 January - 2020.[159] - The character was portrayed by Sylvie Briggs, alongside - characterisations of Charles Babbage and - Noor Inayat Khan.[159] -

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    Games

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    • - In the board game Ada's Dream (2025) - the player(s) will help Ada finish her work on the - Analytical Engine.[160] -
      • -
    • - A clone of Ada Lovelace appears in the 2023 video game - Starfield - [161] -
      • -
    • - Ada Lovelace is a playable leader in - Sid Meier's Civilization VII.[162] -
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    Computing and STEM

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    Other

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    - Green plaque in Ealing -
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    Publications

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    • - Lovelace, Ada King. - Ada, the Enchantress of Numbers: A Selection from the - Letters of Lord Byron's Daughter and her Description - of the First Computer. Mill Valley, CA: Strawberry Press, 1992. - ISBN 978-0-912647-09-8. -
      • -
    • - Menabrea, Luigi Federico; Lovelace, Ada (1843). - "Sketch of the Analytical Engine invented by - Charles Babbage... with notes by the translator. - Translated by Ada Lovelace". In Richard Taylor (ed.). Scientific Memoirs. - Vol. 3. London: - Richard and John E. Taylor. pp. 666–731. Archived from - the original - on 29 May 2023. - -
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    Publication history

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    - Six copies of the 1843 first edition of - Sketch of the Analytical Engine with - Ada Lovelace's "Notes"[66] - have been located. Three are held at Harvard University, - one at the University of Oklahoma, and one at the United - States Air Force Academy.[188] - On 20 July 2018, the sixth copy was sold at auction to - an anonymous buyer for ÂŁ95,000.[189] - A digital facsimile of one of the copies in the Harvard - University Library is available online.[60] -

    - -

    - In December 2016, a letter written by Ada Lovelace was - forfeited by - Martin Shkreli - to the New York State Department of Taxation and Finance - for unpaid taxes owed by Shkreli.[190] -

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    See also

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    Explanatory notes

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    1. - ↑ - William King, her tutor, and William King, her - future husband, were not related. -
      2. -
    2. - ↑ - Some writers give it as "Enchantress of - Numbers". -
      3. -
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    References

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    Citations

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      -
    1. - ↑ - "Only known photographs of Ada Lovelace in - Bodleian Display". 14 October 2015. -
      2. -
    2. - ↑ - "Ada Lovelace Biography". biography.com. 6 May - 2021. -
      3. -
    3. - ↑ - Jaeger, Lars (2023), - "Ada Lovelace (1815–1852): Inventor of - Computer Algorithms", in Jaeger, Lars (ed.), - Women of Genius in Science : Whose Frequently Overlooked Contributions - Changed the World, Cham: Springer International Publishing, - pp. 71–82, - doi:10.1007/978-3-031-23926-7_7, - ISBN 978-3-031-23926-7, retrieved - 30 September - 2025 -
      4. -
    4. - ↑ - Toole 1998, pp. 234–235. -
      5. -
    5. - ↑ - Toole 1998, pp. 156–157. -
      6. -
    6. - ↑ - Toole, Betty Alexandra (2010). - Ada, the Enchantress of Numbers:Poetical - Science - (Kindle ed.). Critical Connection. pp. Location 641. -
      7. -
    7. - ↑ - Fuegi - & - Francis 2003, pp. 19, 25. -
      8. -
    8. - 1 - 2 - Toole, Betty Alexandra (1987), "Poetical - Science", The Byron Journal, - 15: - 55–65, - doi:10.3828/bj.1987.6. -
      9. -
    9. - 1 - 2 - Turney 1972, p. 35. -
      10. -
    10. - 1 - 2 - Stein 1985, p. 17. -
      11. -
    11. - ↑ - Stein 1985, p. 16. -
      12. -
    12. - ↑ - Woolley 1999, p. 80. -
      13. -
    13. - ↑ - Turney 1972, pp. 36–38. -
      14. -
    14. - ↑ - Woolley 1999, pp. 74–77. -
      15. -
    15. - ↑ - Turney 1972, p. 138. -
      16. -
    16. - ↑ - Woolley 1999, p. 10. -
      17. -
    17. - ↑ - Woolley 1999, pp. 85–87. -
      18. -
    18. - ↑ - Woolley 1999, p. 86. -
      19. -
    19. - ↑ - Woolley 1999, p. 119. -
      20. -
    20. - ↑ - Woolley 1999, pp. 120–21. -
      21. -
    21. - ↑ - Turney 1972, p. 155. -
      22. -
    22. - ↑ - Woolley 1999, pp. 138–40. -
      23. -
    23. - 1 - 2 - Turney 1972, p. 138. -
      24. -
    24. - ↑ - Turney 1972, pp. 138–39. -
      25. -
    25. - 1 - 2 - Turney 1972, p. 139. -
      26. -
    26. - ↑ - A History of the County of Surrey: Volume - 3. Parishes: East Horsley. Retrieved - 26 February - 2017. - Horsley Towers is a large house standing in - a park of 300 acres, the seat of the Earl of - Lovelace. The old house was rebuilt about - 1745. The present house was built by Sir - Charles Barry for Mr. Currie on a new site, - between 1820 and 1829, in Elizabethan style. - Mr. Currie, who owned the combined manors, - 1784–1829, rebuilt most of the houses in the - village and restored the church. -
      27. -
    27. - ↑ - Wright, Brian (2015). - Andrew Crosse and the mite that shocked the - world: The life and work of an electrical - pioneer. Matador. p. 262. - ISBN 978-1-78462-438-5. -
      28. -
    28. - ↑ - "New York Fifty Years Ago". - Macon Georgia Telegraph. - Macon, Georgia. 9 April 1841. p. 3 - – - via - NewspaperArchive.com. -
      29. -
    29. - ↑ - Woolley 1999, pp. 285–86. -
      30. -
    30. - ↑ - Woolley 1999, pp. 289–96. -
      31. -
    31. - ↑ - Turney 1972, p. 159. -
      32. -
    32. - ↑ - Turney 1972, p. 160. -
      33. -
    33. - ↑ - Moore 1961, p. 431. -
      34. -
    34. - ↑ - Woolley 1999, p. 302. -
      35. -
    35. - ↑ - Schaffer, Simon. - "Babbage's Dancer". the hypermedia research centre. Archived - from - the original - on 28 June 2003. Retrieved - 4 August - 2017. -
      36. -
    36. - ↑ - Woolley 1999, pp. 340–42. -
      37. -
    37. - ↑ - Woolley 1999, pp. 336–37. -
      38. -
    38. - ↑ - Woolley 1999, p. 361. -
      39. -
    39. - ↑ - Stein 1985, pp. 28–30. -
      40. -
    40. - ↑ - Thomas J. Misa, "Charles Babbage, Ada Lovelace, - and the Bernoulli Numbers" in - Ada's Legacy: Cultures of Computing from the - Victorian to the Digital Age, edited by Robin Hammerman and Andrew L. - Russell (ACM Books, 2015), pp. 18–20, - doi:10.1145/2809523. -
      41. -
    41. - ↑ - Stein 1985, p. 82. -
      42. -
    42. - ↑ - Toole 1998, p. 99. -
      43. -
    43. - ↑ - Toole 1998, pp. 91–100. -
      44. -
    44. - ↑ - "December 1852 1a * MARYLEBONE – Augusta Ada Lovelace", - Register of Deaths, - GRO. -
      45. -
    45. - ↑ - Baum 1986, pp. 99–100. -
      46. -
    46. - ↑ - Lowy, Ilana (10 November 2011). - A Woman's Disease: The History of - Cervical Cancer. OUP Oxford. - ISBN 978-0-19-954881-1. -
      47. -
    47. - ↑ - Woolley 1999, p. 370. -
      48. -
    48. - ↑ - Woolley 1999, p. 369. -
      49. -
    49. - ↑ - Wolfram, Stephen (22 December 2015). - "Untangling the Tale of Ada Lovelace". WIRED. Retrieved - 6 April - 2024. -
      50. -
    50. - ↑ - Woolley 1999, p. 198. -
      51. -
    51. - ↑ - Woolley 1999, pp. 232–33. -
      52. -
    52. - ↑ - Woolley 1999, p. 305. -
      53. -
    53. - ↑ - Woolley 1999, pp. 310–14. -
      54. -
    54. - ↑ - Woolley 1999, pp. 315–17. -
      55. -
    55. - ↑ - Woolley 1999, p. 335. -
      56. -
    56. - ↑ - Toole 1998, pp. 36–38. -
      57. -
    57. - 1 - 2 - Wolfram, Stephen - (10 December 2015). - "Untangling the Tale of Ada Lovelace". Stephen Wolfram Writings. - Then, on Sept. 9, Babbage wrote to Ada, - expressing his admiration for her and - (famously) describing her as 'Enchantress of - Number' and 'my dear and much admired - Interpreter'. (Yes, despite what's often - quoted, he wrote 'Number' not 'Numbers'.) -
      58. -
    58. - ↑ - Füegi, John; Francis, Jo (14 August 2015). - "Lovelace & Babbage and the creation of - the 1843 'notes'" - (PDF). ACM Inroads. - 6 (3): - 78–86. - doi:10.1145/2810201. - ISSN 2153-2184. - S2CID 7666218. Archived from - the original - on 15 February 2020. - She became the first person known to have - crossed the intellectual threshold between - conceptualizing computing as only for - calculation on the one hand, and on the - other hand, computing as we know it today: - with wider applications made possible by - symbolic substitution. -
      59. -
    59. - ↑ - Huskey, Velma R.; - Huskey, Harry D. - (1980). "Lady Lovelace and Charles Babbage". - Annals of the History of Computing. 2 (4): - 299–329. - Bibcode:1980IAHC....2d.299H. - doi:10.1109/MAHC.1980.10042. - S2CID 2640048. -
      60. -
    60. - 1 - 2 - Menabrea 1843. -
      61. -
    61. - ↑ - Green, Christopher (2001). - "Charles Babbage, the Analytical Engine, - and the Possibility of a 19th-Century - Cognitive Science". York University. Retrieved - 2 September - 2018. -
      62. -
    62. - ↑ - Woolley 1999, p. 265. -
      63. -
    63. - ↑ - Woolley 1999, p. 267. -
      64. -
    64. - 1 - 2 - Woolley 1999, p. 307. -
      65. -
    65. - ↑ - Woolley 1999, pp. 277–80. -
      66. -
    66. - 1 - 2 - 3 - "Sketch of - The Analytical Engine, - with notes upon the Memoir by the - Translator". Switzerland: fourmilab.ch. October - 1842. Retrieved - 28 March - 2014. -
      67. -
    67. - 1 - 2 - Hammerman, Robin; Russell, Andrew L., eds. - (2015). - Ada's Legacy: Cultures of Computing from - the Victorian to the Digital Age. Morgan & Claypool. - doi:10.1145/2809523. - ISBN 978-1-97000-149-5. - S2CID 62018931. -
      68. -
    68. - ↑ - Bromley 1982, p. 215. -
      69. -
    69. - ↑ - Bromley 1990, p. 89. -
      70. -
    70. - ↑ - Ventana al Conocimiento (9 December 2015). - "Ada Lovelace: Original and Visionary, but - No Programmer". Archived from - the original - on 25 March 2016. -
      71. -
    71. - 1 - 2 - 3 - Kim - & - Toole 1999. -
      72. -
    72. - ↑ - Bowden, B.V., ed. (1953). - Faster than Thought: A Symposium on - Digital Computing Machines. London: Pitman. - OCLC 1053355. - OL 13581728M. -
      73. -
    73. - ↑ - Haugtvedt, Erica; Abata, Duane (2021). - "Ada Lovelace: First Computer Programmer - and Hacker?". - ASEE Virtual Annual Conference Content - Access. ASEE Conferences. - doi:10.18260/1-2--36646. -
      74. -
    74. - ↑ - Adams, Beverley (2023). - Ada Lovelace: The World's First Computer - Programmer. Philadelphia, USA: Pen & Sword History. - ISBN 9781399082532. -
      75. -
    75. - ↑ - Gleick, James - (2011). - The Information: A History, a Theory, a - Flood. London: Fourth Estate. pp. 116–118. -
      76. -
    76. - ↑ - Simonite, Tom (24 March 2009). - "Short Sharp Science: Celebrating Ada - Lovelace: the 'world's first - programmer'". - New Scientist. Archived from - the original - on 27 March 2009. -
      77. -
    77. - ↑ - Parker, Matt (2014). - Things to Make and Do in the Fourth - Dimension. Farrar, Straus & Giroux. p. 261. - ISBN 978-0-374-27565-5. -
      78. -
    78. - ↑ - Babbage, Charles (1864). - Passages from the life of a - philosopher. Internet Archive. New Brunswick, N.J. : Rutgers University Press; Piscataway, - N.J. : IEEE Press. - We discussed together the various - illustrations that might be introduced: I - suggested several, but the selection was - entirely her own. So also was the algebraic - working out of the different problems, - except, indeed, that relating to the numbers - of Bernouilli, which I had offered to do to - save Lady Lovelace the trouble. This she - sent back to me for an amendment, having - detected a grave mistake which I had made in - the process. - New edition 1994.ISBN 978-0-8135-2066-7 -
      79. -
    79. - ↑ - Bromley, Allan G. (July–September 1982). - "Charles Babbage's Analytical Engine, - 1838" - (PDF). - IEEE Annals of the History of Computing. 4 (3): - 197–217. - Bibcode:1982IAHC....4c.196B. - doi:10.1109/mahc.1982.10028. - S2CID 2285332. Archived from - the original - (PDF) - on 26 February 2021. Retrieved - 25 December - 2015. - p. 197. -
      80. -
    80. - ↑ - Stein, Dorothy K. - (1984). "Lady Lovelace's Notes: Technical Text - and Cultural Context". - Victorian Studies. - 28 (1): - 33–67. - p. 34. -
      81. -
    81. - ↑ - Bromley, Allan G. - (1990). - "Difference and Analytical Engines" - (PDF). In Aspray, William (ed.). - Computing Before Computers. - Ames: Iowa State University Press. pp. 59–98. - ISBN 0-8138-0047-1. - Archived - (PDF) - from the original on 9 October 2022. - p. 89. -
      82. -
    82. - ↑ - Collier, Bruce (1990). - The Little Engines that Could've: The - Calculating Machines of Charles Babbage. - Garland Science. p. 181. - ISBN 0-8240-0043-9. -
      83. -
    83. - ↑ - Swade, Doron - (12 May 2008). - Charles Babbage and Difference Engine No. - 2 - (Speech). Talks at Google. Mountain View, CA: - Talks at Google via YouTube. - Archived - from the original on 22 November 2021. Retrieved - 29 November - 2018. -
      84. -
    84. - ↑ - Wolfram, Stephen (2016). - Idea Makers: Personal Perspectives on the - Lives & Ideas of Some Notable People. Wolfram Media. pp. 45–98. - ISBN 978-1-57955-003-5. -
      85. -
    85. - ↑ - Toole 1998, pp. 175–82. -
      86. -
    86. - ↑ - Lovelace, Ada; Menabrea, Luigi (1842). - "Sketch of the Analytical Engine invented by - Charles Babbage Esq". - Scientific Memoirs. Richard Taylor: 694. -
      87. -
    87. - ↑ - Hooper, Rowan (16 October 2012). - "Ada Lovelace: My brain is more than merely - mortal". - New Scientist. Retrieved - 16 October - 2012. -
      88. -
    88. - ↑ - Isaacson, Walter - (18 September 2014). - "Walter Isaacson on the Women of ENIAC". - Fortune. -
      89. -
    89. - ↑ - Toole 1998, pp. 2–3, 14. -
      90. -
    90. - ↑ - Woolley 1999, pp. 272–77. -
      91. -
    91. - ↑ - Ken t, Leo (17 September 2012). - "The 10-year-plan to build Babbage's - Analytical Engine". Humans Invent. Archived from the original - on 14 October 2012. Retrieved - 16 October - 2012. -
      92. -
    92. - ↑ - Fuegi - & - Francis 2003. -
      93. -
    93. - ↑ - Turing, Alan (2004). Stuart Shieber (ed.). - "Computing Machinery and Intelligence". - The Turing Test: Verbal Behavior as the - Hallmark of Intelligence. MIT Press: - 67–104. - ISBN 978-0-262-26542-3.{{cite journal}}: CS1 maint: periodical has ISBN (link) -
      94. -
    94. - 1 - 2 - Gonçalves, Bernardo (January 2024). - "Lady Lovelace's Objection: The - Turing–Hartree Disputes Over the Meaning of - Digital Computers, 1946–1951". - IEEE Annals of the History of Computing. 46 (1): - 6–18. - doi:10.1109/MAHC.2023.3326607. - ISSN 1058-6180. -
      95. -
    95. - ↑ - Lardner, D. (July 1834). - "Babbage's calculating engine". Edinburgh Review: - 263–327. Retrieved - 11 October - 2022. - In WikiSource and also reprinted in - The works of Charles Babbage, - Vol 2, p. 119ff -
      96. -
    96. - ↑ - "Ada Lovelace | Lemelson". lemelson.mit.edu. Retrieved - 16 July - 2025. -
      97. -
    97. - ↑ - Deffree, Suzanne (10 December 2019). - "Ada Lovelace is born, December 10, - 1815". EDN. Retrieved - 16 July - 2025. -
      98. -
    98. - ↑ - Webster, Valerie J. (2000). - Awards, Honors & Prizes: United - States and Canada. Gale Group. - ISBN 978-0-7876-3401-8. -
      99. -
    99. - ↑ - "Association for Women in Computing". Retrieved - 1 June - 2017. -
      100. -
    100. - ↑ - "Lovelace Lecture & Medal". - BCS. Archived from - the original - on 26 August 2006. -
      101. -
    101. - 1 - 2 - "BCSWomen Lovelace Colloquium". UK. Archived from - the original - on 22 February 2014. Retrieved - 4 March - 2014. -
      102. -
    102. - ↑ - "Deusto celebra el Día de Ada Lovelace, la - protagonista del Premio Ada Byron a la Mujer - Tecnóloga que organiza Ingeniería" - [Deusto Celebrates Ada Lovelace Day, Honoring - the Protagonist of the Ada Byron Award for - Women in Technology, Organized by the - Engineering Department] - (in Spanish). - University of Deusto. 13 October 2015. Retrieved - 7 November - 2025. -
      103. -
    103. - ↑ - Davis, Anna (10 March 2016). - "New college in north London 'will boost - women in tech sector'". London Evening Standard. Retrieved - 16 March - 2016. -
      104. -
    104. - ↑ - Inspection of Ada, the National College for - Digital Skills - (PDF) - (Report). - Ofsted. 14–17 March 2023. - Archived - (PDF) - from the original on 18 July 2024. Retrieved - 2 December - 2024. -
      105. -
    105. - ↑ - "Ada Lovelace Day – Celebrating the - achievements of women in science, - technology, engineering and maths". findingada.com. Retrieved - 27 March - 2023. -
      106. -
    106. - 1 - 2 - "Ada Lovelace Day: We should never forget - the first computer programmer". The Independent. 8 - October 2018. - Archived - from the original on 8 October 2018. Retrieved - 27 February - 2019. -
      107. -
    107. - ↑ - Aurora, Valerie (13 December 2011), - "An update on the Ada Initiative", LWN, retrieved - 5 October - 2012 -
      108. -
    108. - ↑ - "The Ada Lovelace Building: a new home for - Engineering Mathematics at Bristol". University of Bristol. 8 - October 2020. Retrieved - 22 January - 2024. -
      109. -
    109. - ↑ - "Ada Byron Building". -
      110. -
    110. - ↑ - "Town-centre landmark renovated to boost - Kirkby's economy". - Mansfield and Ashfield Chad. - 11 May 2017. Retrieved - 29 November - 2018. -
      111. -
    111. - ↑ - "Ada Lovelace House Is Officially - Opened". Woodhead Construction. 18 October 2017. - Archived from - the original - on 16 May 2022. Retrieved - 29 November - 2018. -
      112. -
    112. - ↑ - "Ada Lovelace honoured by Google doodle". - The Guardian. London. 10 December 2012. Retrieved - 10 December - 2012. -
      113. -
    113. - ↑ - "Honouring computing's 1843 visionary, Lady - Ada Lovelace". - Google Doodles. 9 December 2012. Retrieved - 10 December - 2012. -
      114. -
    114. - ↑ - "History". Ada Developers Academy. Retrieved - 23 February - 2021. -
      115. -
    115. - ↑ - "Series 31, Konnie Huq on Ada Lovelace". - Great Lives. - BBC Radio 4. -
      116. -
    116. - ↑ - "Introducing the new UK passport design" - (PDF). HM Passport Office. - Archived - (PDF) - from the original on 9 October 2022. Retrieved - 20 April - 2018. -
      117. -
    117. - ↑ - Office, All photographs: HM Passport (3 - November 2015). - "New UK passport design – in pictures". The Guardian. -
      118. -
    118. - ↑ - "International Women's Day 2017". - Google Doodles. 8 March 2017. Retrieved - 8 March - 2017. -
      119. -
    119. - ↑ - Clark, Stephen (2 February 2018). - "China lofts earthquake research craft with - cluster of smaller satellites". Spaceflight Now. Retrieved - 4 February - 2018. -
      120. -
    120. - ↑ - Miller, Claire Cain (8 March 2018). - "A gifted mathematician who is now - recognized as the first computer - programmer". - The New York Times. - ProQuest 2611777591. Retrieved - 25 January - 2023. -
      121. -
    121. - ↑ - Ron, Wyden (25 July 2018). - "S.Res.592 – 115th Congress (2017–2018): A - resolution designating 9 October 2018, as - "National Ada Lovelace Day" and honoring the - life and legacy of Ada Lovelace, the first - computer programmer". congress.gov. Retrieved - 9 October - 2018. -
      122. -
    122. - ↑ - Burns, Sarah (26 November 2020). - "Four new statues to end Trinity Long - Room's 'men only' image". - The Irish Times. Retrieved - 29 November - 2020. -
      123. -
    123. - ↑ - "Millbank & Ergon House". Eric Parry. Retrieved - 30 November - 2022. -
      124. -
    124. - ↑ - "Public Art Proposal for Ergon House For - approval by Westminster City Council" - (PDF). - Planning Alerts – Document Repository. - Archived - (PDF) - from the original on 9 October 2022. Retrieved - 7 March - 2022. -
      125. -
    125. - ↑ - "Ada Lovelace Architecture". NVIDIA. Retrieved - 7 May - 2026. -
      126. -
    126. - ↑ - Rigby, John. - "Coins". Royal Mint. Retrieved - 31 July - 2023. -
      127. -
    127. - ↑ - "Bonhams : Only Known Photographs Of Ada Lovelace - Acquired Through Bonhams By The National - Portrait Gallery". www.bonhams.com. Retrieved - 14 January - 2026. -
      128. -
    128. - ↑ - "Ada Lovelace - National Portrait - Gallery". www.npg.org.uk. Retrieved - 14 January - 2026. -
      129. -
    129. - ↑ - "Ada Lovelace - National Portrait - Gallery". www.npg.org.uk. Retrieved - 14 January - 2026. -
      130. -
    130. - ↑ - "Ada Lovelace - National Portrait - Gallery". www.npg.org.uk. Retrieved - 14 January - 2026. -
      131. -
    131. - ↑ - "Statue of computing pioneer Ada Lovelace - unveiled in Hinckley". www.bbc.com. 1 February - 2026. Retrieved - 2 February - 2026. -
      132. -
    132. - ↑ - "Ada Lovelace Day". Findingada.com. Archived - from - the original - on 28 December 2015 - – - via Internet Archive. -
      133. -
    133. - ↑ - "Ada Lovelace Bicentenary Lectures on - Computability". Ada Lovelace Day. - FindingAda.com. 31 January 2016. Retrieved - 11 January - 2016. -
      134. -
    134. - ↑ - "The Ada Lovelace Bicentenary Lectures on - Computability". Israel Institute for Advanced Studies. 31 - January 2016. Retrieved - 11 January - 2016. -
      135. -
    135. - ↑ - "Ada Lovelace Symposium – Celebrating 200 - Years of a Computer Visionary". Podcasts. UK: University - of Oxford. 18 December 2015. Retrieved - 11 January - 2016. -
      136. -
    136. - ↑ - "Brochure Downloads". - Edinburgh International Science - Festival. Archived from - the original - on 1 June 2020. Retrieved - 9 October - 2018. -
      137. -
    137. - ↑ - Busquets, Jordi Pueyo (19 April 2018). - "4.400 bombillas para la silenciada - historia de la mujer que escribió la primera - 'app' en 1843" - [4,400 light bulbs for the silenced story of - the woman who wrote the first 'app' in - 1843]. - El País - (in Spanish). - ISSN 1134-6582. Retrieved - 9 October - 2018. -
      138. -
    138. - ↑ - Gorey, Colm (11 October 2016). - "Meet the woman bringing the magic of Ada - Lovelace to the masses". Silicon Republic. Retrieved - 9 October - 2018. -
      139. -
    139. - ↑ - "Ada.Ada.Ada". adatheshow.com. - 2016. -
      140. -
    140. - ↑ - Scratchweb (16 May 2017), - Ada.Ada.Ada, retrieved - 9 October - 2018 -
      141. -
    141. - ↑ - "Ada Lovelace". UK: Science Museum, London. Retrieved - 11 January - 2016. -
      142. -
    142. - ↑ - "Bodleian Libraries celebrates Ada - Lovelace's 200th birthday with free display - and Wikipedia editathons". UK: - Bodleian Libraries. Retrieved - 11 January - 2016. -
      143. -
    143. - ↑ - Klein, Alvin - (13 May 1984). - "Theatre in review: A lusty Byron in - Rockland". - The New York Times. - ProQuest 425075032. -
      144. -
    144. - ↑ - Leithauser, Brad (8 August 2013). - "Tom Stoppard's 'Arcadia,' at Twenty". - The New Yorker. -
      145. -
    145. - ↑ - Profile, Gale Edwards, 1994, Director of "Arcadia" for - the Sydney Theatre Company -
      146. -
    146. - ↑ - Plant, Sadie (1995). "The Future Looms: - Weaving Women and Cybernetics". In - Featherstone, Mike; Burrows, Roger (eds.). - Cyberspace/Cyberbodies/Cyberpunk: - Cultures of Technological Embodiment. SAGE Publications, in association with - Theory, Culture & Society, School of Human - Studies, University of Teesside. pp. 45–64. - ISBN 978-1-84860-914-3. -
      147. -
    147. - ↑ - Moyer, Edward (13 April 2012). - "Can Jane Austen + steampunk spark girls' - science fire?". Retrieved - 26 February - 2017. -
      148. -
    148. - ↑ - Straub, Peter - (5 June 2005). - "Byron's heir". - Los Angeles Times. - Archived - from the original on 10 November 2013. -
      149. -
    149. - ↑ - Hurwitt, Sam. - "Ada and the Memory Engine". KQED. Archived from - the original - on 6 September 2015. -
      150. -
    150. - ↑ - Costello, Elizabeth (22 October 2015). - "Ada and the Memory Engine: Love by the - Numbers". - SF Weekly. Archived from - the original - on 6 April 2016. Retrieved - 14 November - 2015. -
      151. -
    151. - ↑ - Doctorow, Cory (5 October 2009). - "Comic about Ada Lovelace and Charles - Babbage". BoingBoing. Retrieved - 10 October - 2014. -
      152. -
    152. - ↑ - Randall, Jessy - (2025). - The Path of Most Resistance: Poems on Women - in Science. London: Goldsmiths Press. p. 13. - ISBN 9781915983275. -
      153. -
    153. - ↑ - Holden, Stephen - (26 February 1999). - "'Conceiving Ada': Calling Byron's Daughter, - Inventor of a Computer". - The New York Times. - ProQuest 2235172968. -
      154. -
    154. - ↑ - "The Frankenstein Chronicles" Not John - Marlott (TV Episode 2017) - Lilit Lesser - as Ada Byron - IMDb. Retrieved - 29 April - 2025 - – - via www.imdb.com. -
      155. -
    155. - ↑ - "Episode 2 - Not John Marlott". ITV Press Centre. Retrieved - 10 February - 2025. -
      156. -
    156. - ↑ - Biscotti, Steven (25 May 2015). - "Still On Fire: Recap/Review of Halt and - Catch Fire "Adventure"". What'cha Reading?. Retrieved - 20 August - 2023. -
      157. -
    157. - ↑ - "Calculating Ada: The Countess of - Computing". BBC. Retrieved - 15 June - 2025. -
      158. -
    158. - ↑ - "The Green-Eyed Monster". IMDb. 14 January - 2018. -
      159. -
    159. - 1 - 2 - Dawson, Nick (13 January 2020). - "Historical computing pioneer Ada Lovelace - from Hinckley stars in BBC's Doctor Who". - Leicester Mercury. Retrieved - 14 December - 2020. -
      160. -
    160. - ↑ - "Build the first-ever computer in crunchy - board game Ada's Dream from Arborea - studio". 16 February 2024. -
      161. -
    161. - ↑ - "You Won't Believe Starfield Includes This - Historical Figure As A Companion". screenrant.com. 14 - September 2023. Retrieved - 15 March - 2025. -
      162. -
    162. - ↑ - "Ada Lovelace leader, Sid Meier's - Civilization VII". civilization.2k.com. Retrieved - 5 March - 2025. -
      163. -
    163. - ↑ - "BCS Lovelace Lecture 2020/21 - Prof Marta - Kwiatkowska - | - BCS". www.bcs.org. -
      164. -
    164. - ↑ - University, Durham. - "Lovelace Lecture Series - Durham - University". www.durham.ac.uk. -
      165. -
    165. - ↑ - "The Ada Lovelace Building: a home for - Engineering Mathematics at Bristol". - engineering.blogs.bristol.ac.uk. 8 October 2020. Retrieved - 23 March - 2025. -
      166. -
    166. - ↑ - "Ada Lovelace Building". kat.uk. -
      167. -
    167. - ↑ - "Ada Byron Building". webdiis.unizar.es. -
      168. -
    168. - ↑ - "Ada Byron Research Centre - Home - - University of Malaga". uma.es. Retrieved - 19 May - 2025. -
      169. -
    169. - ↑ - "Ada Lovelace Institute". - Alan Turing Institute. Retrieved - 6 March - 2025. -
      170. -
    170. - ↑ - "Ada Lovelace Center for Digital Humanities - in Berlin". ada.fu-berlin.de. -
      171. -
    171. - ↑ - "ADA Lovelace Center for Analytics, Data, - Applications". - Fraunhofer Institute for Integrated - Circuits IIS. -
      172. -
    172. - ↑ - "Ada Lovelace Excellence Scholarship | - Electronics and Computer Science | - University of Southampton". www.ecs.soton.ac.uk. Retrieved - 23 March - 2025. -
      173. -
    173. - ↑ - "Science and Technology Facilities Council: - About us". adalovelacecentre.ac.uk. - 20 March 2024. -
      174. -
    174. - ↑ - "Cardano (ADA) is now available on - Coinbase". - Coinbase. 19 March 2021. - Archived - from the original on 20 September 2022. Retrieved - 5 April - 2021. - The blockchain's native token, ADA, is - named after the 19th century mathematician, - Ada Lovelace -
      175. -
    175. - ↑ - "Ada". - Microsoft. -
      176. -
    176. - ↑ - Hampton, Jaime (20 September 2022). - "Nvidia Introduces New Ada Lovelace GPU - Architecture, OVX Systems, Omniverse - Cloud". HPCwire. Retrieved - 20 October - 2022. -
      177. -
    177. - ↑ - Aaron Klotz (20 September 2022). - "GeForce RTX 4090, RTX 4080 GPU Roundup". Tom's Hardware. Retrieved - 20 October - 2022. -
      178. -
    178. - ↑ - Manager, Content (24 February 2020). - "Ada Byron University Programming Contest - of the UPV". -
      179. -
    179. - ↑ - "Ealing Civic Society - A Plaque for Ada - Lovelace - Do Something Good". - dosomethinggood.ealing.gov.uk. 6 March 2019. Retrieved - 16 July - 2025. -
      180. -
    180. - ↑ - "Blue Plaques". Magnificent Women. Retrieved - 16 July - 2025. -
      181. -
    181. - ↑ - "Ada Byron | Pioneer of Computing | Blue - Plaques". English Heritage. Retrieved - 16 July - 2025. -
      182. -
    182. - ↑ - "Curriculum | Ada Lovelace C of E High - School". adalovelace.org.uk. Retrieved - 19 May - 2025. -
      183. -
    183. - ↑ - "MNT27280 - Ada Lovelace House - - Nottinghamshire Historic Environment - Record". - her.nottinghamshire.gov.uk. -
      184. -
    184. - ↑ - "New office plan for Ada house". 9 January 2017. -
      185. -
    185. - ↑ - "£280,000 Ada Lovelace House renovation - completed". 11 May 2017. -
      186. -
    186. - ↑ - "Ada Lovelace Suite - | - Seaham Hall Coastal Spa Resort, Durham". seaham-hall.co.uk. 23 - June 2022. -
      187. -
    187. - ↑ - "LOVELACE MEMORIAL APPROXIMATELY 30 METRES - SOUTH OF CHURCH OF ALL SAINTS, Kirkby - Mallory, Peckleton & Stapleton - 1187993 - | - Historic England". - historicengland.org.uk. -
      188. -
    188. - ↑ - "Sketch of the analytical engine invented - by Charles Babbage, Esq". Harvard University Library. Retrieved - 9 April - 2019. -
      189. -
    189. - ↑ - "Rare book by world's first computer - programmer sells for £95,000". mooreallen.co.uk. 23 July - 2018. Archived from - the original - on 10 October 2018. Retrieved - 9 April - 2019. -
      190. -
    190. - ↑ - Mangan, Dan (23 April 2018). - "Fight brews over Shkreli's Wu-Tang album - as 'pharma bro' gets banned by securities - industry". CNBC. Retrieved - 23 June - 2020. -
      191. -
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    - General and cited sources -

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    Further reading

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    • - Jennifer Chiaverini, 2017, Enchantress of Numbers, - Dutton, 426 pp. -
      • -
    • - Christopher Hollings, - Ursula Martin, and Adrian Rice, 2018, - Ada Lovelace: The Making of a Computer Scientist, - Bodleian Library, 114 pp. -
      • -
    • - Sadie Plant, - Zeroes + Ones : Digital Women in the New Technoculture - (London: Fourth Estate 1997). -
      • -
    • - Miranda Seymour, 2018, - In Byron's Wake: The Turbulent Lives of Byron's Wife - and Daughter: Annabella Milbanke and Ada Lovelace, Pegasus, 547 pp. -
      • -
    • - Jenny Uglow - (22 November 2018), "Stepping Out of Byron's Shadow", - The New York Review of Books, vol. LXV, no. 18, pp. 30–32. -
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      - - - - diff --git a/ts/tmp/browser-memory-acceptance/run-acceptance.mts b/ts/tmp/browser-memory-acceptance/run-acceptance.mts deleted file mode 100644 index 41c3679454..0000000000 --- a/ts/tmp/browser-memory-acceptance/run-acceptance.mts +++ /dev/null @@ -1,321 +0,0 @@ -// Copyright (c) Microsoft Corporation. -// Licensed under the MIT License. - -import assert from "node:assert/strict"; -import { mkdir, readFile, rm, writeFile } from "node:fs/promises"; -import path from "node:path"; -import { fileURLToPath } from "node:url"; -import { loadConfigSync } from "../../packages/config/src/index.js"; -import { - createDocMemorySettings, - docPartsFromHtml, -} from "../../packages/memory/conversation/src/index.js"; -import { - FileMemoryService, - createKnowProCorpusIndex, - type CorpusIndex, - type CorpusIndexMatch, - type IndexedDocument, - type JobProgress, - type MemoryKnowledgeGraph, -} from "../../packages/memory/service/src/index.js"; -import { openai } from "../../packages/aiclient/src/index.js"; -import { BrowserMemoryService } from "../../packages/agents/browser/src/agent/browserMemoryService.mjs"; - -const fixtureDirectory = path.dirname(fileURLToPath(import.meta.url)); -const fixturePath = path.join(fixtureDirectory, "ada-lovelace.html"); -const sourceUrl = "https://en.wikipedia.org/wiki/Ada_Lovelace"; -const capturedAt = "2026-09-21T00:00:00.000Z"; - -interface PersistedFixtureIndex { - documents: IndexedDocument[]; - graph: MemoryKnowledgeGraph; -} - -class FixtureCorpusIndex implements CorpusIndex { - private readonly filePath: string; - private state: PersistedFixtureIndex = { - documents: [], - graph: { entities: [], topics: [], relationships: [] }, - }; - - public constructor(indexDirectory: string) { - this.filePath = path.join(indexDirectory, "fixture-index.json"); - } - - public async initialize(): Promise { - try { - this.state = JSON.parse(await readFile(this.filePath, "utf8")); - } catch (error) { - if ((error as NodeJS.ErrnoException).code !== "ENOENT") { - throw error; - } - } - } - - public async rebuild( - documents: IndexedDocument[], - signal: AbortSignal, - onProgress: (progress: JobProgress) => Promise, - ): Promise { - signal.throwIfAborted(); - await onProgress({ - completed: 1, - total: 3, - message: "Parsing fixture", - }); - const sourceIds = documents - .filter((document) => /Ada Lovelace/i.test(document.content)) - .map((document) => document.source.sourceId); - this.state = { - documents: structuredClone(documents), - graph: { - entities: [ - { - name: "Ada Lovelace", - types: ["person"], - mentionCount: 1, - sourceIds, - }, - { - name: "Charles Babbage", - types: ["person"], - mentionCount: 1, - sourceIds, - }, - { - name: "Analytical Engine", - types: ["machine"], - mentionCount: 1, - sourceIds, - }, - ], - topics: [ - { - name: "computer programming", - mentionCount: 1, - sourceIds, - }, - { name: "Analytical Engine", mentionCount: 1, sourceIds }, - ], - relationships: [ - { - fromEntity: "Ada Lovelace", - toEntity: "Charles Babbage", - relationshipType: "collaborated_with", - count: 1, - sourceIds, - }, - { - fromEntity: "Ada Lovelace", - toEntity: "Analytical Engine", - relationshipType: "wrote_algorithm_for", - count: 1, - sourceIds, - }, - ], - }, - }; - await onProgress({ - completed: 2, - total: 3, - message: "Building fixture graph", - }); - await mkdir(path.dirname(this.filePath), { recursive: true }); - await writeFile( - this.filePath, - JSON.stringify(this.state, undefined, 2), - ); - await onProgress({ - completed: 3, - total: 3, - message: "Fixture index persisted", - }); - } - - public async search( - query: string, - limit: number, - ): Promise { - const terms = query.toLocaleLowerCase().split(/\s+/).filter(Boolean); - return this.state.documents - .filter((document) => - terms.every((term) => - document.content.toLocaleLowerCase().includes(term), - ), - ) - .slice(0, limit) - .map((document) => ({ - sourceId: document.source.sourceId, - revisionId: document.revision.revisionId, - snippet: document.content.slice(0, 500), - score: 1, - locator: "fixture:ada-lovelace", - })); - } - - public async getKnowledgeGraph(): Promise { - return structuredClone(this.state.graph); - } -} - -async function fixtureMarkdown(): Promise { - const html = await readFile(fixturePath, "utf8"); - const parts = docPartsFromHtml(html, false, 8_000, sourceUrl); - const markdown = parts.flatMap((part) => part.textChunks).join("\n\n"); - assert.match(markdown, /Ada Lovelace/i); - assert.match(markdown, /Analytical Engine/i); - return markdown; -} - -async function runDeterministicAcceptance(): Promise { - const storageRoot = path.join(fixtureDirectory, "deterministic-memory"); - await rm(storageRoot, { recursive: true, force: true }); - const progress: JobProgress[] = []; - let service = new FileMemoryService(storageRoot, { - indexFactory: (_corpusId, indexDirectory) => - new FixtureCorpusIndex(indexDirectory), - }); - await service.initialize(); - let browserMemory = new BrowserMemoryService(service); - await browserMemory.ingest( - { - url: sourceUrl, - title: "Ada Lovelace - Wikipedia", - markdown: await fixtureMarkdown(), - source: "acceptance-fixture", - domain: "en.wikipedia.org", - pageType: "article", - capturedAt, - }, - "full", - { onProgress: (event) => progress.push(structuredClone(event)) }, - ); - assert(progress.length > 0, "ingestion did not report progress"); - assert.equal(progress.at(-1)?.completed, progress.at(-1)?.total); - await service.close(); - - service = new FileMemoryService(storageRoot, { - indexFactory: (_corpusId, indexDirectory) => - new FixtureCorpusIndex(indexDirectory), - }); - await service.initialize(); - browserMemory = new BrowserMemoryService(service); - const sources = await browserMemory.listSources(); - const matches = await browserMemory.search({ - query: "Analytical Engine", - limit: 5, - }); - const graph = await browserMemory.getKnowledgeGraph(); - assert.equal(sources.length, 1); - assert.equal(sources[0].canonicalUri, sourceUrl); - assert.equal(sources[0].revisions.length, 1); - assert.equal(sources[0].revisions[0].state, "ready"); - assert.equal(matches.length, 1); - assert(graph.entities.some((entity) => entity.name === "Ada Lovelace")); - assert(graph.topics.some((topic) => topic.name === "computer programming")); - assert(graph.relationships.length > 0); - await service.close(); - - console.log( - JSON.stringify( - { - mode: "deterministic-fixture", - disclaimer: - "Fixture extraction validates durable plumbing; it is not Luna output.", - progress, - sourceCount: sources.length, - revisionCount: sources[0].revisions.length, - searchMatches: matches.length, - entities: graph.entities.map((entity) => entity.name), - topics: graph.topics.map((topic) => topic.name), - relationshipCount: graph.relationships.length, - restartVerified: true, - }, - undefined, - 2, - ), - ); -} - -async function runLiveLunaAcceptance(): Promise { - loadConfigSync({ workspaceRoot: path.resolve(fixtureDirectory, "../..") }); - const storageRoot = path.join(fixtureDirectory, "luna-memory"); - await rm(storageRoot, { recursive: true, force: true }); - const service = new FileMemoryService(storageRoot, { - indexFactory: (corpusId, indexDirectory) => - createKnowProCorpusIndex(corpusId, indexDirectory, () => - createDocMemorySettings( - 64, - undefined, - openai.createChatModel( - openai.GPT_5_6_LUNA, - undefined, - undefined, - ["website-knowledge", "acceptance"], - ), - ), - ), - }); - await service.initialize(); - try { - const progress: JobProgress[] = []; - const controller = new AbortController(); - const timeout = setTimeout( - () => controller.abort(new Error("Luna acceptance timed out")), - 180_000, - ); - try { - const browserMemory = new BrowserMemoryService(service); - const markdown = (await fixtureMarkdown()).slice(0, 12_000); - assert.match(markdown, /Analytical Engine/i); - await browserMemory.ingest( - { - url: sourceUrl, - title: "Ada Lovelace - Wikipedia", - markdown, - source: "acceptance-live-luna", - domain: "en.wikipedia.org", - pageType: "article", - capturedAt, - }, - "full", - { - signal: controller.signal, - onProgress: (event) => - progress.push(structuredClone(event)), - }, - ); - const graph = await browserMemory.getKnowledgeGraph(); - assert(graph.entities.length > 0, "Luna produced no entities"); - console.log( - JSON.stringify( - { - mode: "live-luna", - model: openai.GPT_5_6_LUNA, - progress, - entities: graph.entities - .slice(0, 20) - .map((entity) => entity.name), - topics: graph.topics - .slice(0, 20) - .map((topic) => topic.name), - relationshipCount: graph.relationships.length, - }, - undefined, - 2, - ), - ); - } finally { - clearTimeout(timeout); - } - } finally { - await service.close(); - } -} - -if (process.argv.includes("--live")) { - await runLiveLunaAcceptance(); -} else { - await runDeterministicAcceptance(); -} From 1ec1cab868f649e57535c9b75751f9759b5119ef Mon Sep 17 00:00:00 2001 From: Hillary Mutisya <150286414+hillary-mutisya@users.noreply.github.com> Date: Mon, 21 Sep 2026 01:30:42 -0700 Subject: [PATCH 3/3] remove .import-state files from source control --- .gitignore | 1 + .../import_1789977182556_rngoatppp.json | 13 ------------- .../import_1789978838645_uzb5ad0ef.json | 13 ------------- .../.import-states/website-1789954951090.json | 13 ------------- .../.import-states/website-1789963444009.json | 13 ------------- .../.import-states/website-1789972889887.json | 13 ------------- .../.import-states/website-1789973347252.json | 13 ------------- 7 files changed, 1 insertion(+), 78 deletions(-) delete mode 100644 ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json delete mode 100644 ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json delete mode 100644 ts/packages/agentServer/server/.import-states/website-1789954951090.json delete mode 100644 ts/packages/agentServer/server/.import-states/website-1789963444009.json delete mode 100644 ts/packages/agentServer/server/.import-states/website-1789972889887.json delete mode 100644 ts/packages/agentServer/server/.import-states/website-1789973347252.json diff --git a/.gitignore b/.gitignore index 9527a71301..4862b2bc98 100644 --- a/.gitignore +++ b/.gitignore @@ -452,6 +452,7 @@ FodyWeavers.xsd /ts/packages/cli/.collection-backups /ts/packages/cli/.import-states +/ts/packages/agentServer/server/.import-states # agent files .claude/ diff --git a/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json b/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json deleted file mode 100644 index 1d067f6c06..0000000000 --- a/ts/packages/agentServer/server/.import-states/import_1789977182556_rngoatppp.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "importId": "import_1789977182556_rngoatppp", - "totalWebsites": 10, - "processedWebsites": 3, - "lastSavePoint": 3, - "failedUrls": [], - "startTime": 1789977182611, - "lastProgressTime": 1789977799152, - "extractionMode": "content", - "source": "chrome", - "type": "bookmarks", - "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} diff --git a/ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json b/ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json deleted file mode 100644 index 82c773bf07..0000000000 --- a/ts/packages/agentServer/server/.import-states/import_1789978838645_uzb5ad0ef.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "importId": "import_1789978838645_uzb5ad0ef", - "totalWebsites": 10, - "processedWebsites": 4, - "lastSavePoint": 4, - "failedUrls": [], - "startTime": 1789978838704, - "lastProgressTime": 1789979017093, - "extractionMode": "content", - "source": "chrome", - "type": "bookmarks", - "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} diff --git a/ts/packages/agentServer/server/.import-states/website-1789954951090.json b/ts/packages/agentServer/server/.import-states/website-1789954951090.json deleted file mode 100644 index 4412819076..0000000000 --- a/ts/packages/agentServer/server/.import-states/website-1789954951090.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "importId": "website-1789954951090", - "totalWebsites": 100, - "processedWebsites": 0, - "lastSavePoint": 0, - "failedUrls": [], - "startTime": 1789956179010, - "lastProgressTime": 1789956179010, - "extractionMode": "content", - "source": "chrome", - "type": "bookmarks", - "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} diff --git a/ts/packages/agentServer/server/.import-states/website-1789963444009.json b/ts/packages/agentServer/server/.import-states/website-1789963444009.json deleted file mode 100644 index 090aab1adb..0000000000 --- a/ts/packages/agentServer/server/.import-states/website-1789963444009.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "importId": "website-1789963444009", - "totalWebsites": 10, - "processedWebsites": 0, - "lastSavePoint": 0, - "failedUrls": [], - "startTime": 1789963564797, - "lastProgressTime": 1789963564797, - "extractionMode": "content", - "source": "chrome", - "type": "bookmarks", - "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} diff --git a/ts/packages/agentServer/server/.import-states/website-1789972889887.json b/ts/packages/agentServer/server/.import-states/website-1789972889887.json deleted file mode 100644 index a1cb1db3a8..0000000000 --- a/ts/packages/agentServer/server/.import-states/website-1789972889887.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "importId": "website-1789972889887", - "totalWebsites": 5, - "processedWebsites": 0, - "lastSavePoint": 0, - "failedUrls": [], - "startTime": 1789972988601, - "lastProgressTime": 1789972988601, - "extractionMode": "content", - "source": "chrome", - "type": "bookmarks", - "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -} diff --git a/ts/packages/agentServer/server/.import-states/website-1789973347252.json b/ts/packages/agentServer/server/.import-states/website-1789973347252.json deleted file mode 100644 index 6a04195bec..0000000000 --- a/ts/packages/agentServer/server/.import-states/website-1789973347252.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "importId": "website-1789973347252", - "totalWebsites": 2, - "processedWebsites": 0, - "lastSavePoint": 0, - "failedUrls": [], - "startTime": 1789973446374, - "lastProgressTime": 1789973446374, - "extractionMode": "content", - "source": "chrome", - "type": "bookmarks", - "filePath": "C:\\Users\\hillarym\\AppData\\Local\\Google\\Chrome\\User Data\\Default\\Bookmarks" -}