knowledge-rag and CoreRag

knowledge-rag
58
Established
CoreRag
23
Experimental
Maintenance 13/25
Adoption 12/25
Maturity 18/25
Community 15/25
Maintenance 13/25
Adoption 1/25
Maturity 9/25
Community 0/25
Stars: 11
Forks: 4
Downloads: 690
Commits (30d): 0
Language: Python
License: MIT
Stars: 1
Forks: —
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
No risk flags
No Package No Dependents

About knowledge-rag

lyonzin/knowledge-rag

Local RAG System for Claude Code - Hybrid search (Semantic + BM25) with MCP integration

Embeds documents using FastEmbed's ONNX runtime (384-dim BAAI/bge-small-en-v1.5) with cross-encoder reranking and markdown-aware section-based chunking for semantic coherence. Provides 12 MCP tools for document CRUD, URL ingestion, and retrieval evaluation, plus real-time file watching with automatic reindexing and query expansion for security terminology.

About CoreRag

TJ-Neary/CoreRag

Local-first knowledge engine with semantic search, GraphRAG, and Claude Desktop integration via MCP. Features hybrid search (vector + BM25), cross-encoder reranking, multi-format document ingestion (PDF, DOCX, audio, video), and privacy-preserving PII detection. Apple Silicon optimized.

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