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lyonzin/knowledge-rag

Local RAG server for Claude Code, Cursor and other MCP clients: hybrid BM25 + vector search with cross-encoder reranking on by default, 13 MCP tools, 33 file types including code, re-indexing on file changes. One Python process with embedded ChromaDB and FastEmbed ONNX: no Docker, database server or API key; offline after the first model download.

PythonMITActively maintained · Pushed 1d ago#antigravity#bm25#chromadb#claude-code#codex#cross-encoder#cursor#fastembed
DocumentationOpen on GitHub
stars
302
forks
50
issues
1
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High-Adoption Ecosystem Core
Substantial fork ratio reflecting heavy downstream adaptation
Combat Score
61
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7-Day Star Velocity
0
Fork/Star Adoption
16.6%

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Next Milestone: 500 (198 stars to go)
2026-11-08: 302
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