knowledge-rag and claude-rag-skills
One tool provides a local RAG system for Claude Code with hybrid search and MCP integration, while the other offers professional development skills—including auditing, evaluation, optimization, and scaffolding—for Claude Code RAG pipelines, making them complements where one provides the system and the other the expertise to build upon it.
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 claude-rag-skills
floflo777/claude-rag-skills
Professional RAG development skills for Claude Code - audit, evaluate, optimize, and scaffold RAG pipelines
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