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			### What problem does this PR solve? The word is written incorrectly ### Type of change - [x] Documentation Update
		
			
				
	
	
		
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			20 lines
		
	
	
		
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			Plaintext
		
	
	
	
	
	
| ---
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| sidebar_position: 9
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| slug: /accelerate_doc_indexing
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| ---
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| 
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| # Accelerate indexing
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| import APITable from '@site/src/components/APITable';
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| 
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| A checklist to speed up document parsing and indexing.
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| 
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| ---
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| 
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| 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:
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| 
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| - Use GPU to reduce embedding time.
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| - On the configuration page of your knowledge base, switch off **Use RAPTOR to enhance retrieval**.
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| - Extracting knowledge graph (GraphRAG) is time-consuming.
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| - Disable **Auto-keyword** and **Auto-question** on the configuration page of your knowledge base, as both depend on the LLM.
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| - **v0.17.0+:** 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.
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