RAGFlow

RAGFlow is the free, open-source RAG engine powerhouse — deep-document understanding for complex PDFs, scans, tables, charts, slides, and Word files, with grounded citations and a visual chunk debugger so you can actually trust the answers. Plug in any LLM (OpenAI, Anthropic, Ollama, vLLM, DeepSeek)