UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines. Maintained by OpenBMB on GitHub, where it has earned 5,684 stars from the community.

It's actively developed around embedding, llm, rag, and is a solid reference for anyone building with these tools.