ragflow gained 522 GitHub stars RAGFlow, an open-source Retrieval-Augmented Generation engine with agent capabilities, gained 522 GitHub stars. The project, primarily written in Go, now has 86k stars on GitHub and was last updated in July 2026. 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 Production RAG over complex documents with agent capabilities, self-hosted. You need a lightweight embedded library rather than a full platform. About 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. It offers a streamlined RAG workflow adaptable to enterprises of any scale. Powered by a converged context engine and pre-built agent templates, RAGFlow enables developers to transform complex data into high-fidelity, production-ready AI systems with exceptional efficiency and precision. Star our repository to stay up-to-date with exciting new features and improvements Get instant notifications for new releases To update the default HTTP serving port 80 , go to docker-compose.yml and change 80:80 to :80. ragflow is an open-source project written primarily in Go, with 86k stars on GitHub. It was last updated in July 2026. pipx install uv ragflow vs. the alternatives All 20 alternatives → /alternatives/ragflow