RAGFlow in 2026: Why the Open-Source RAG Engine Is Becoming the Backbone of Enterprise AI

RAGFlow crossed 70,000 GitHub stars in 2026 by solving the boring problem everyone else skipped: reading documents properly. Here is how DeepDoc, GraphRAG and the new memory APIs actually work, and where the engine still falls short.









