fix: remove extra_body tool_choice hack for Claude backend
PydanticAI handles tool_choice natively for Anthropic. The extra_body hack caused an infinite tool call loop where Claude kept calling the same tool because tool_choice was forced to "any". Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -494,13 +494,13 @@ class TatlockAgent(AgentInterface):
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)
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# Run with scoped tools and tracker
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# Force tool_choice: required to make LLM actually call tools
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from pydantic_ai.settings import ModelSettings
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# Force tool_choice to make LLM actually call tools
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from src.anthropic.model_selector import get_tool_choice_settings
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result = await scoped_agent.run(
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enriched_message,
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message_history=pydantic_history if pydantic_history else None,
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deps=tool_tracker,
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model_settings=ModelSettings(extra_body={"tool_choice": "required"})
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model_settings=get_tool_choice_settings(),
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)
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logger.info(
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@@ -624,7 +624,6 @@ class TatlockAgent(AgentInterface):
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- tool_outputs: Dict mapping tool names to their outputs
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- raw_output: The agent's raw text output
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"""
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from pydantic_ai.settings import ModelSettings
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from pydantic_ai.messages import (
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ModelRequest,
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ModelResponse,
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@@ -684,11 +683,12 @@ class TatlockAgent(AgentInterface):
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)
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# Run with scoped tools and tracker
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from src.anthropic.model_selector import get_tool_choice_settings
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result = await scoped_agent.run(
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enriched_message,
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message_history=pydantic_history if pydantic_history else None,
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deps=tool_tracker,
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model_settings=ModelSettings(extra_body={"tool_choice": "required"})
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model_settings=get_tool_choice_settings(),
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)
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# Extract tool calls and results from the agent's messages
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