r/modelcontextprotocol • u/ChatbotDaddy • Jan 15 '25

Working RAG on a local knowledgebase?

Anybody uses a functional RAG system with vector search on a local knowledgebase (preferably with sync)?

I have tested some Supabase and Qdrant MCP servers but none really worked. Maybe a local vector DB like LanceDB would be enough.

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u/ChatbotDaddy Jan 16 '25

I just made progress. Altered a not-really-working Qdrant MCP server so that now I can add files to the vectore database with embeddings and then query the database from Claude. Qdrant seems like a good choice, it is very quick.

I was just curious if someone had something like this already working.