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Application Retrieval & MemoryApps & UIs

RAGFlow

1Deep-document 2RAG 3engine 4for 5enterprise 6search

the six Ws · specification

W1 Who

Maintained by InfiniFlow (infiniflow).

W2 What

An open-source RAG engine built on deep document understanding for accurate Q&A over complex documents.

W3 Where

Runs self-hosted via Docker as services with a web UI and API.

W4 When

Reach for it when you need high-quality retrieval over messy, layout-heavy documents.

W5 Why

Advanced parsing and chunking improve grounding and reduce hallucinations.

W6 With

Docker, an LLM provider (local or cloud), and supporting storage services.

W7 Watch

Built by InfiniFlow; open-source (Apache-2.0); self-hostable and can run with local models for privacy.

RAGDocument-parsingRetrievalSelf-hosted

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.