infiniflow/ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
What it does
RAGFlow is an open-source tool that lets businesses connect AI chatbots and assistants directly to their own documents, files, and knowledge bases, so the AI gives accurate, context-aware answers instead of generic ones. It acts as a smart middle layer that retrieves the right information from your company's content before the AI responds, dramatically improving the quality and reliability of AI-powered features in your product.
Why it matters for PMs
With 73,000+ stars on GitHub, RAGFlow signals massive developer demand for making AI products that actually know your business — your docs, your data, your context — which is increasingly a key differentiator for enterprise software. For PMs and founders, this represents a ready-made foundation to build AI search, internal knowledge tools, or customer-facing assistants without starting from scratch, compressing what used to be months of custom development.
Early stage — limited signal data
Score updated Feb 18, 2026
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