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RAGFlow

Open-source RAG engine with document ingestion, hybrid search and visual agent workflows.

Infrastructure by InfiniFlow

IndexedApache-2.0★ 92,809
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Setup steps are in the repository. Website · Docs · Repository

About

RAGFlow is an open-source retrieval-augmented generation engine. It includes an ingestion pipeline that structures multi-format documents, hybrid search that combines vector search, full-text search and re-ranking, and a visual workflow builder for agents that use retrieval, tools and MCP. The project is Apache-2.0 licensed and can also be used as a cloud service.

Use cases: knowledge-base, agent-orchestration

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Fact sheet

Category
RAG and data · rag engine
Protocols
mcpragflow.io

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

Signals

Stars
92,809
Forks
11,100
Open issues
931
Last commit
Oct 24, 2026 (3 days ago)
Last release
Oct 16, 2026 (12 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
Website
ragflow.io
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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RAGFlow. Agent Mart. https://agentmart.dev/infrastructure/ragflow (last updated 2026-10-24)