Closed
Description
What component(s) are affected?
- Opik Python SDK
- Opik Typescript SDK
- Opik Agent Optimizer SDK
- Opik UI
- Opik Server
- Documentation
Opik version
- Opik version: 1.7.27
Describe the problem
We were running a stress test on our agent to make sure we're able to handle traffic but what we started seeing maximum recursion depth exceeded Exception after certain number of requests. Now we're not sure atm if its from Opik or Google ADK but we stopped getting exception after removing Opik callback.
Reproduction steps 8000 and code snippets
agent = LlmAgent(
name='agent_name',
model='model_name',
instruction=system_prompt,
before_agent_callback=opik_tracer.before_agent_callback,
after_agent_callback=opik_tracer.after_agent_callback,
before_model_callback=opik_tracer.before_model_callback,
after_model_callback=opik_tracer.after_model_callback,
before_tool_callback=opik_tracer.before_tool_callback,
after_tool_callback=opik_tracer.after_tool_callback,
)
... session def and content def
runner = Runner(
app_name=app_name,
agent=agent,
session_service=session_service,
)
events_async = runner.run_async(
session_id=local_session.id,
user_id=local_session.user_id,
new_message=content,
)Error logs or stack trace
Error: maximum recursion depth exceeded
Traceback (most recent call last):
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async for event in events_async:
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/google/adk/runners.py", line 197, in run_async
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async for event in invocation_context.agent.run_async(invocation_context):
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/google/adk/agents/base_agent.py", line 147, in run_async
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async for event in self._run_async_impl(ctx):
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/google/adk/agents/llm_agent.py", line 278, in _run_async_impl
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async for event in self._llm_flow.run_async(ctx):
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/google/adk/flows/llm_flows/base_llm_flow.py", line 279, in run_async
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async for event in self._run_one_step_async(invocation_context):
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/google/adk/flows/llm_flows/base_llm_flow.py", line 305, in _run_one_step_async
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async for llm_response in self._call_llm_async(
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/google/adk/flows/llm_flows/base_llm_flow.py", line 520, in _call_llm_async
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async for llm_response in llm.generate_content_async(
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/google/adk/models/google_llm.py", line 152, in generate_content_async
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yield LlmResponse.create(response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSr
6DB6
W0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 70, in _wrap_llm_response_create
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response = wrapped_response_create(generate_content_response)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/.cache/pypoetry/virtualenvs/project-agents-9TtSrW0h-py3.12/lib/python3.12/site-packages/opik/integrations/adk/llm_response_wrapper.py", line 27, in __call__
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return _wrap_llm_response_create(
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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