lyonzin/knowledge-rag

v3.2.2 Bugfix

This release fixes issues for SREs watching stability and regressions.

Published 2mo MCP Developer Tools

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

antigravity claude claude-code claude-code-cli codex cursor-ai

+14 more

document-search hybrid-search inteligencia-artificial knowledge-base local-ai mcp mcp-server llm rag-chatbot rag-pipeline reranking retrieval-augmented-generation semantic-search vector-db

Summary

AI summary

Fixed BASE_DIR resolution bug in pip‑installed package and added support for KNOWLEDGE_RAG_DIR env var; now accepts category "aar" in search_knowledge.

Full changelog

Fixes

pip install knowledge-rag now truly plug-and-play

BASE_DIR was resolving to site-packages/ when installed from PyPI, causing documents/ to not be found. Now falls back to current working directory.

Supports KNOWLEDGE_RAG_DIR env var for explicit override.

category="aar" accepted by search_knowledge

The validator was rejecting aar as a category because it only checked keyword_routes keys. Now uses category_mappings values too.

Upgrade

pip install --upgrade knowledge-rag

View diff on GitHub

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About lyonzin/knowledge-rag

Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers.

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