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Version: v0.17.1

Accelerate indexing

A checklist to speed up document parsing and indexing.


Please note that some of your settings may consume a significant amount of time. If you often find that document parsing is time-consuming, here is a checklist to consider:

  • Use GPU to reduce embedding time.
  • On the configuration page of your knowledge base, switch off Use RAPTOR to enhance retrieval.
  • Extracting knowledge graph (GraphRAG) is time-consuming.
  • Disable Auto-keyword and Auto-question on the configuration page of yor knowledge base, as both depend on the LLM.
  • v0.17.1: If your document is plain text PDF and does not require GPU-intensive processes like OCR (Optical Character Recognition), TSR (Table Structure Recognition), or DLA (Document Layout Analysis), you can choose Naive over DeepDoc or other time-consuming large model options in the Document parser dropdown. This will substantially reduce document parsing time.