ragflow

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### What problem does this PR solve?

#9082 #6365

### Type of change

- [x] New Feature (non-breaking change which adds functionality)

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__init__.py

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agent_with_tools.py

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base.py

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begin.py

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categorize.py

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fillup.py

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invoke.py

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iteration.py

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iterationitem.py

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llm.py

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message.py

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string_transform.py

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switch.py

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