27 posts
Local knowledge base and semantic search service with FastAPI, ChromaDB, BGE-M3, and MCP integration
Open-source AI code reviewer that auto-reviews GitHub PRs LangGraph agents, knowledge graph blast-radius detection, mem0 persistent memory Z...
CyClaw is a secure, offline-first local AI agent built on three invariants: RAG-first retrieval, LangGraph topology as security policy - htt...
Model Context Protocol (MCP) Bootcamp offers a deep dive into MCP architecture and its role in the Agentic AI ecosystem. Learn to build real...
Zero-install persistent memory brain for Claude Code and Claude Desktop. Stops re-asking and re-deriving across sessions. SQLite FTS5 defaul...
AI-Powered Bug Diagnosis Agent with Experiential Memory — the more bugs it sees, the faster it gets.
Graph-based retrieval for Obsidian vaults with Hebbian synaptic plasticity
🧠 Mnema — Long-term memory for AI via MCP × Vector DB. Solves the context-window problem with pluggable vector backends (Chroma/Qdrant/sqli...
Lightweight typed knowledge-graph memory for AI agents. Document ingestion + LLM-extracted entities/relations with hybrid recall. Zero exter...
多模态 RAG 智能体：MCP 协议 + GraphRAG + Cross-Encoder 精排 + 多 Agent 编排 + RAGAS 评估
MCP server for Autodesk Flame — clip control, timelines, and effects with RAG search, anti-hallucination safety, and self-learning
Local-first semantic search for your ChatGPT, Claude, and AI conversation history. Python CLI + MCP server for Claude Desktop. Uses sentence...
