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lyonzin/knowledge-rag

v3.3.1 Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

Published 1mo MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ 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

YAML null values no longer crash the server, fixing a critical startup error.

Full changelog

Fixes

  • YAML null values no longer crash the server — Writing category_mappings: (without a value) in config.yaml now safely falls back to defaults instead of crashing with TypeError: argument of type 'NoneType' is not iterable
  • Presets now included in pip install — knowledge-rag init exports config template, all 4 presets, and creates a documents/ directory in the current folder

New

  • knowledge-rag init CLI command — One command to set up a fresh knowledge base:
    pip install knowledge-rag
knowledge-rag init
cp presets/developer.yaml config.yaml
# Add your docs to documents/

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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Related context

Beta — feedback welcome: [email protected]