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return message list for liteagent kickoff response #3681

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return message list for liteagent kickoff response #3681

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2 changes: 2 additions & 0 deletions src/crewai/lite_agent.py
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Original file line number Diff line number Diff line change
Expand Up @@ -79,6 +79,7 @@ class LiteAgentOutput(BaseModel):
usage_metrics: dict[str, Any] | None = Field(
description="Token usage metrics for this execution", default=None
)
messages: list[LLMMessage] = Field(description="Messages of the agent", default=[])

def to_dict(self) -> dict[str, Any]:
"""Convert pydantic_output to a dictionary."""
Expand Down Expand Up @@ -360,6 +361,7 @@ def _execute_core(self, agent_info: dict[str, Any]) -> LiteAgentOutput:
pydantic=formatted_result,
agent_role=self.role,
usage_metrics=usage_metrics.model_dump() if usage_metrics else None,
messages=self._messages,
)

# Process guardrail if set
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