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Disable reflection after tool use #1040
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Disable reflection after tool use #1040
WorldInnovationsDepartment
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pydantic:main
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WorldInnovationsDepartment:reflect_on_tool_use
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This would be very useful, we still don’t have a way of doing this |
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This PR introduces the reflect_on_tool_call parameter, similar to AutoGen, allowing agents to bypass reflection on tool calls when unnecessary.
Key Changes:
• reflect_on_tool_call Implementation: If set to False, the agent directly returns tool call results without generating an additional LLM response.
• Performance Optimization: Ensures no unnecessary model calls occur when reflect_on_tool_call=False, improving efficiency.
• GraphDeps Refactor: Introduced _build_graph_deps to simplify dependency overrides and make GraphDeps more flexible.
For further details, refer to the related issue: pydantic-ai#1024.
Change inspired to such feature from Autogen framework which I used often and now I am missing in PydAI :(