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8 changes: 5 additions & 3 deletions src/agents/extensions/models/any_llm_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -163,14 +163,15 @@ def _flatten_any_llm_reasoning_value(value: Any) -> str:
if flattened:
return flattened
return ""
if isinstance(value, Iterable) and not isinstance(value, (str, bytes)):
parts = [_flatten_any_llm_reasoning_value(item) for item in value]
return "".join(part for part in parts if part)

for attr in ("content", "text", "thinking"):
flattened = _flatten_any_llm_reasoning_value(getattr(value, attr, None))
if flattened:
return flattened

if isinstance(value, Iterable) and not isinstance(value, (str, bytes)):
parts = [_flatten_any_llm_reasoning_value(item) for item in value]
return "".join(part for part in parts if part)
return ""


Expand Down Expand Up @@ -829,6 +830,7 @@ async def _fetch_responses_response(
handoffs=handoffs,
model=self._provider_model,
)

converted_tools = OpenAIResponsesConverter.convert_tools(
tools,
handoffs,
Expand Down
14 changes: 14 additions & 0 deletions tests/models/test_any_llm_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -739,3 +739,17 @@ def test_any_llm_provider_passes_api_override() -> None:

assert isinstance(model, AnyLLMModel)
assert model.api == "chat_completions"


def test_any_llm_reasoning_objects_prefer_content_attributes_over_iterable_pairs() -> None:
pytest.importorskip(
"any_llm",
reason="`any-llm-sdk` is only available when the optional dependency is installed.",
)
from any_llm.types.completion import Reasoning

from agents.extensions.models.any_llm_model import _extract_any_llm_reasoning_text

delta = pytypes.SimpleNamespace(reasoning=Reasoning(content="用户"))

assert _extract_any_llm_reasoning_text(delta) == "用户"