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36 changes: 25 additions & 11 deletions src/agents/extensions/models/litellm_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -110,18 +110,26 @@ async def get_response(
prompt=prompt,
)

assert isinstance(response.choices[0], litellm.types.utils.Choices)
message: litellm.types.utils.Message | None = None
first_choice: litellm.types.utils.Choices | None = None
if response.choices and len(response.choices) > 0:
choice = response.choices[0]
if isinstance(choice, litellm.types.utils.Choices):
first_choice = choice
message = first_choice.message

if _debug.DONT_LOG_MODEL_DATA:
logger.debug("Received model response")
else:
logger.debug(
f"""LLM resp:\n{
json.dumps(
response.choices[0].message.model_dump(), indent=2, ensure_ascii=False
)
}\n"""
)
if message is not None:
logger.debug(
f"""LLM resp:\n{
json.dumps(message.model_dump(), indent=2, ensure_ascii=False)
}\n"""
)
else:
finish_reason = first_choice.finish_reason if first_choice else "-"
logger.debug(f"LLM resp had no message. finish_reason: {finish_reason}")

if hasattr(response, "usage"):
response_usage = response.usage
Expand Down Expand Up @@ -152,14 +160,20 @@ async def get_response(
logger.warning("No usage information returned from Litellm")

if tracing.include_data():
span_generation.span_data.output = [response.choices[0].message.model_dump()]
span_generation.span_data.output = (
[message.model_dump()] if message is not None else []
)
span_generation.span_data.usage = {
"input_tokens": usage.input_tokens,
"output_tokens": usage.output_tokens,
}

items = Converter.message_to_output_items(
LitellmConverter.convert_message_to_openai(response.choices[0].message)
items = (
Converter.message_to_output_items(
LitellmConverter.convert_message_to_openai(message)
)
if message is not None
else []
)

return ModelResponse(
Expand Down