RAGFlow
Open-source RAG engine under Apache-2.0 with a visual agent builder, hybrid search and a data ingestion pipeline
Builder by InfiniFlow
IndexedApache-2.0★ 92,809
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About
RAGFlow is an open-source retrieval-augmented generation engine that adds agent capabilities and pre-built agent templates on top of document understanding. It has an ingestion pipeline for multi-format data, hybrid search that combines vector, full-text and re-ranking, and visual workflows that bring together RAG, tools and MCP. It is licensed under Apache 2.0, can be run locally with Docker Compose, and also has a cloud service.
Use cases: knowledge-base, agent-orchestration
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Fact sheet
- Self-host
- YesREADME
- Open source
- YesREADME
- Agent features
- rag, tools, mcp, multi-agentragflow.io
- Deployment
- cloud, self-host, dockerREADME
Facts extracted by Claude Sonnet 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.
Signals
- Stars
- 92,809
- Forks
- 11,100
- Open issues
- 931
- Last commit
- Oct 24, 2026 (4 days ago)
- Last release
- Oct 16, 2026 (12 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/infiniflow/ragflow
- Website
- ragflow.io
- Docs
- ragflow.io/docs
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
More from InfiniFlow
Cite this page
RAGFlow. Agent Mart. https://agentmart.dev/builders/ragflow (last updated 2026-10-24)