PharosRAG

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits. Maintained by Laurent00TT on GitHub, where it has earned 263 stars from the community.

It's actively developed around agentic-rag, embeddings, fastapi, and is a solid reference for anyone building with these tools.