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Docs: Miscellaneous editorial updates (#8237)

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- [x] Documentation Update
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writinwaters
2025-06-13 09:46:24 +08:00
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docs/guides/dataset/autokeyword_autoquestion.mdx
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@ -6,11 +6,11 @@ slug: /autokeyword_autoquestion
# Auto-keyword Auto-question
import APITable from '@site/src/components/APITable';
Use a chat model to generate keywords and questions from each chunk in the knowledge base.
Use a chat model to generate keywords or questions from each chunk in the knowledge base.
---
When selecting a chunking method, you can also enable auto-keyword or auto-question generation to increase retrieval rates. This feature uses a chat model to produce a specified number of keywords and questions from each created chunk, generating a layer of "higher-level information" from the original content.
When selecting a chunking method, you can also enable auto-keyword or auto-question generation to increase retrieval rates. This feature uses a chat model to produce a specified number of keywords and questions from each created chunk, generating an "additional layer of information" from the original content.
:::caution WARNING
Enabling this feature increases document indexing time and uses extra tokens, as all created chunks will be sent to the chat model for keyword or question generation.
@ -23,7 +23,7 @@ Auto-keyword refers to the auto-keyword generation feature of RAGFlow. It uses a
**Values**:
- 0: (Default) Disabled.
- Between 3 and 5 (invlusive): Recommended if you have chunks of approximately 1,000 characters.
- Between 3 and 5 (inclusive): Recommended if you have chunks of approximately 1,000 characters.
- 30 (maximum)
:::tip NOTE