rag-mem v0.1.0

rag-mem v0.1.0

Initial release - RAG and Memory tools via MCP.

Install

pip install rag-mem

Features

• RAG with hybrid retrieval (vector + BM25) and reranking
• Memory system with ChromaDB
• Multiple embedding providers (SentenceTransformers, Ollama, OpenAI, etc.)
• MCP server with 6 tools
• Docker support
• CLI: memory-mcp serve --docs ./documents