MimirQ by skygazer42

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests. Maintained by notadev-iamaura on GitHub, where it has earned 124 stars from the community.

Hybrid RAG system combining vector search, knowledge graph (LightRAG), and cross-encoder reranking — with Docling document parsing, visual intelligence (image/table captioning), agentic streaming chat, and inline citations. Powered by Gemini or local Ollama models. Maintained by LeDat98 on GitHub, where it has earned 422 stars from the community.

LangChain、FastAPIReactRAG，，base-ragRAG. Maintained by RMA-MUN on GitHub, where it has earned 445 stars from the community.