infiniflow/ragflow at 81.2K Stars: Leading Open-Source RAG Engine Continues Momentum With Agentic Retrieval and Context Management Features

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RAGFlow remains the highest-starred dedicated RAG engine on GitHub at 81,193 stars, combining cutting-edge retrieval-augmented generation with agent capabilities to create a context layer for LLMs. Recent updates emphasize agentic retrieval, agentic search, and context management — positioning RAG not as a static pipeline but as an intelligent agent subsystem. For builders running RAG in production, RAGFlow is the open-source benchmark to evaluate against.