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feat: support to filter LLM Events from Lite Agent
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@@ -31,6 +31,7 @@ class CustomLLM(BaseLLM):
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callbacks=None,
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available_functions=None,
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from_task=None,
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from_agent=None,
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):
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"""
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Mock LLM call that returns a predefined response.
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@@ -0,0 +1,171 @@
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body: '{"messages": [{"role": "system", "content": "You are Speaker. You are a
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helpful assistant that just says hi\nYour personal goal is: Just say hi\n\nTo
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give my best complete final answer to the task respond using the exact following
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format:\n\nThought: I now can give a great answer\nFinal Answer: Your final
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answer must be the great and the most complete as possible, it must be outcome
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described.\n\nI MUST use these formats, my job depends on it!"}, {"role": "user",
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"content": "say hi!"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"],
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data: [DONE]
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@@ -903,3 +903,56 @@ def test_llm_emits_event_with_task_and_agent_info(base_agent, base_task):
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assert set(all_agent_id) == {base_agent.id}
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assert set(all_task_id) == {base_task.id}
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assert set(all_task_name) == {base_task.name}
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_llm_emits_event_with_lite_agent():
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completed_event = []
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failed_event = []
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started_event = []
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stream_event = []
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with crewai_event_bus.scoped_handlers():
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@crewai_event_bus.on(LLMCallFailedEvent)
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def handle_llm_failed(source, event):
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failed_event.append(event)
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@crewai_event_bus.on(LLMCallStartedEvent)
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def handle_llm_started(source, event):
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started_event.append(event)
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@crewai_event_bus.on(LLMCallCompletedEvent)
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def handle_llm_completed(source, event):
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completed_event.append(event)
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@crewai_event_bus.on(LLMStreamChunkEvent)
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def handle_llm_stream_chunk(source, event):
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stream_event.append(event)
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agent = Agent(
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role="Speaker",
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llm=LLM(model="gpt-4o-mini", stream=True),
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goal="Just say hi",
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backstory="You are a helpful assistant that just says hi",
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)
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agent.kickoff(messages=[{"role": "user", "content": "say hi!"}])
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assert len(completed_event) == 2
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assert len(failed_event) == 0
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assert len(started_event) == 2
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assert len(stream_event) == 15
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all_events = completed_event + failed_event + started_event + stream_event
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all_agent_roles = [event.agent_role for event in all_events]
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all_agent_id = [event.agent_id for event in all_events]
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all_task_id = [event.task_id for event in all_events if event.task_id]
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all_task_name = [event.task_name for event in all_events if event.task_name]
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# ensure all events have the agent + task props set
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assert len(all_agent_roles) == 19
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assert len(all_agent_id) == 19
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assert len(all_task_id) == 0
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assert len(all_task_name) == 0
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assert set(all_agent_roles) == {agent.role}
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assert set(all_agent_id) == {agent.id}
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