knowledge-bases

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.

Agent-driven proactive memory CLI for AI agents — autonomously recall, maintain, and evolve persistent, source-grounded knowledge across sessions.

A public domain database about trees.

Markdown editor with two live, editable views of every note: the Markdown and the formatted page. Linked notes, math, diagrams, offline support and optional sync. Free for non-commercial use

Institutional Repository of Knowledge

AWS Bedrock RAG tutorial: document Q&A on Bedrock Knowledge Bases + S3 Vectors, streamed through CloudFront. Deploy with CDK or Terraform (same stack), Next.js UI, citations, and a diagnostic that proves it streams.

Prepare web content with Crawl4AI and ingest it into Amazon Bedrock Knowledge Bases, with an optional scheduled AWS Fargate (CDK) deployment.

Use docvera as a document-validation layer in an AI agent harness: check generated Markdown against schemas, validate cross-document references, and return structured diagnostics for correction.

Production-oriented FastAPI gateway for Amazon Bedrock Knowledge Bases with citations, ingestion, guardrails, IAM, Docker and tests

Demonstrates a private RAG API on Amazon Bedrock through Knowledge Bases, S3 Vectors and a guardrail in Terraform; verified offline with retrieval and answer evaluations and mocked Terraform tests.

Enterprise-grade autonomous AI customer support agent built with Amazon Bedrock AgentCore Runtime, Strands SDK, and Nova Lite. Features multi-target MCP Gateway (API GW + Lambda), Bedrock KB RAG, cross-session memory persistence, sandboxed Code Interpreter arithmetic, and live web browsing via Playwright CDP.

Fast full-text search for Markdown knowledge bases. LLM-ready search engine for your local Markdown/Obsidian files. Search, retrieve, and feed context to your AI agents.

Advanced AI Assistant with conversational memory, agent capabilities, MCP , knowledge bases, multi-user support, and RAG (knowledge graph + vector search). Includes prompt management and other AI services.

Production-leaning starter for Amazon Bedrock Knowledge Bases. Companion to Week 1 of Golden Jacket Field Notes.

AI-powered Knowledge Assistant for Business Analysis, Requirements Engineering, Corporate Knowledge Management, and AI-assisted Requirements Generation.

A Natural Language Processing based project that focuses on relation extraction between a pair of entities in Knowledge Bases using a clustering algorithm.

Enterprise multi-agent customer support platform built with Amazon Bedrock AgentCore & Strands SDK. Orchestrates 5 specialized AI agents, parallel multi-agent RAG over 3 S3 Vector Knowledge Bases, DynamoDB optimistic locking, Bedrock Guardrails, and end-to-end X-Ray distributed tracing.

Maksim Soltan — execution-ready knowledge bases for agentic systems.