OpenBMB/UltraRAG — A Low-Code MCP Framework for Building Complex RAG Pipelines
Summary
UltraRAG is a low-code framework for building complex retrieval-augmented generation pipelines using the MCP architecture. It modularizes components into MCP servers and offers a visual UI, pipeline builder, evaluation workflows, and easy deployment via source or Docker. The project emphasizes rapid prototyping and reproducible research for RAG systems and AI-enabled knowledge applications.