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Accelerate indexing

docs/guides/dataset/best_practices/accelerate_doc_indexing.mdx

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Accelerate indexing

import APITable from '@site/src/components/APITable';

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:

  • On the configuration page of your dataset, 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 your dataset, as both depend on the LLM.
  • v0.17.0+: If all PDFs in your dataset are plain text and do 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.