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RAGFlow

RAG engine with deep document understanding

Self-Hosted AI ★ 87.1k stars Medium setup Apache-2.0

RAGFlow is an open-source retrieval-augmented generation engine built around deep document understanding. It parses complex documents accurately, chunks them intelligently, and provides grounded, citation-backed answers.

Key features

  • Deep document parsing
  • Citation-grounded answers
  • Knowledge base management
  • Visual chunking

Strengths

  • Released under the Apache-2.0 license
  • First-class Docker support for quick deployment
  • Kubernetes-ready with Helm charts available
  • Mature project with 87.1k GitHub stars

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