lyonzin/knowledge-rag

lyonzin

Python96updated 4mo ago

[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.

ClaudeCodexCursorMCP

antigravityclaudeclaude-codeclaude-code-clicodexcursor-aidocument-searchhybrid-searchinteligencia-artificialknowledge-baselocal-aimcp

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README

Knowledge RAG

Your docs, your machine, zero cloud. Claude Code searches them natively.

Drop your PDFs, markdown, code, notebooks — 1800+ files, 39K chunks, indexed in under 3 minutes.<br/> Hybrid search (BM25 + semantic vectors + cross-encoder reranking) through 12 MCP tools.<br/> Everything runs locally via ONNX. No Docker, no Ollama, no API keys, no data leaves your machine.

pip install knowledge-rag → restart Claude Code → search_knowledge("your query")

12 MCP Tools | Hybrid Search + Reranking | 20 File Formats | Optional NVIDIA GPU | 100% Local

[What's New](#wh