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opok-ops/README.md

Hi, I'm opok-ops 👋

I build open-source memory infrastructure for AI agents — things that help AI systems remember, forget, and retrieve knowledge like humans do.

🚀 Projects

Project Description Stars
MindForge Production-grade lifelong memory system for AI agents — 4-tier memory, knowledge graph, AES-256-GCM encryption, federated P2P, MCP server Stars
dsh-mindforge Encrypted 4-layer lifelong memory plugin for DeepSeek Harness Stars

🧠 What I work on

  • Agent memory architecture — how AI agents persist context across sessions
  • Local-first AI infrastructure — running intelligent systems without cloud lock-in
  • Privacy-preserving AI — encryption, access control, on-device data
  • Hybrid retrieval — combining vector search with lexical, graph, and fuzzy methods

🛠 Tech stack

Python · TypeScript · SQLite · FastAPI · Model Context Protocol (MCP) · Embeddings · Knowledge Graphs

⭐ Star MindForge if you find it useful!

Popular repositories Loading

  1. MindForge MindForge Public

    Production-grade lifelong memory for AI agents — 4-tier memory, knowledge graph, E2EE, federated P2P, MCP server.

    Python 2 1

  2. dsh-mindforge dsh-mindforge Public

    Encrypted 4-layer lifelong memory plugin for DeepSeek Harness - powered by MindForge

    TypeScript

  3. Awesome-AI-Memory Awesome-AI-Memory Public

    Forked from IAAR-Shanghai/Awesome-AI-Memory

    Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集…

    Python

  4. awesome-mcp-servers awesome-mcp-servers Public

    Forked from punkpeye/awesome-mcp-servers

    A collection of MCP servers.

  5. awesome-llm-apps awesome-llm-apps Public

    Forked from Shubhamsaboo/awesome-llm-apps

    100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

    Python

  6. awesome-llm-and-aigc awesome-llm-and-aigc Public

    Forked from coderonion/awesome-llm-and-aigc

    🚀🚀🚀A collection of some awesome public projects about Large Language Model(LLM), Vision Language Model(VLM), Vision Language Action(VLA), AI Generated Content(AIGC), the related Datasets and Applic…