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RAGFlow - open-source RAG engine

RAGFlow - open-source RAG engine

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RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

RAGFlow is an open-source RAG engine based on deep document understanding. It streamlines the RAG workflow for businesses of all sizes.

Key Features of RAGFlow

  • Deep Document Understanding: Knowledge extraction from unstructured data with complex formats.
  • Template-based Chunking: Intelligent and explainable, with multiple template options.
  • Grounded Citations: Visualization of text chunking, supports human intervention, quick view of key references.
  • Compatibility with Heterogeneous Data Sources: Supports Word, Excel, TXT, images, scanned copies, web pages, etc.
  • Automated RAG Workflow: Streamlined RAG orchestration, supports configurable LLMs and embedding models.

Summary RAGFlow focuses on providing RAG solutions based on deep document understanding, simplifying the RAG workflow, and supporting multiple data sources.