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fix: map output_pydantic/output_json to native structured output
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* fix: map output_pydantic/output_json to native structured output * test: add crew+tools+structured output integration test for Gemini * fix: re-record stale cassette for test_crew_testing_function * fix: re-record remaining stale cassettes for native structured output * fix: enable native structured output for lite agent and fix mypy errors
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@@ -759,11 +759,11 @@ def test_custom_converter_cls():
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crew = Crew(agents=[scorer], tasks=[task])
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with patch.object(
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ScoreConverter, "to_pydantic", return_value=ScoreOutput(score=5)
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) as mock_to_pydantic:
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crew.kickoff()
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mock_to_pydantic.assert_called_once()
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# With native structured output, the LLM returns a BaseModel directly,
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# so the converter is bypassed. Verify the output is valid instead.
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result = crew.kickoff()
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assert isinstance(result.pydantic, ScoreOutput)
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assert isinstance(result.pydantic.score, int)
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@pytest.mark.vcr()
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