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Mixed document layoutExtract structureTrace the source

Keep the structure of the evidence

HomeRAGFlow: evaluate the document layer first

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RAGFlow: evaluate the document layer first

A practical reference for retrieval workflows that need traceable answers from complex documents.

Open-source technical reference

Global developer ecosystem · RAGFlow

What the source documents

The RAGFlow repository describes document processing, retrieval and source citations, with self-hosting instructions. It is a technical source for assessing a document workflow, not evidence of a CNPS customer deployment.

What this means for your project

Product manuals contain version differences, units and exceptions. Before choosing a model, identify which document is authoritative and how outdated information will be removed.

What to confirm

Document support listed in a repository does not guarantee extraction quality on a specific scan or table. Compute needs and dependency versions should be validated for the selected release.

What to evaluate

  • Include tables, scans and conflicting document versions.
  • Check whether the cited passage supports the exact answer.
  • Test updates, removals and access boundaries.

Evidence & sources

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