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streaming tool call test update
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@@ -1805,46 +1805,36 @@ def test_agent_streaming_with_tool_calling():
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received_chunks = []
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tool_called = False
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# Set up event listener to capture streaming chunks
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with crewai_event_bus.scoped_handlers():
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# Define a tool that will be called
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@tool
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def calculator(first_number: int, second_number: int) -> float:
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"""Calculate the product of two numbers."""
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nonlocal tool_called
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tool_called = True
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return first_number * second_number
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@crewai_event_bus.on(LLMStreamChunkEvent)
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def handle_stream_chunk(source, event):
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received_chunks.append(event.chunk)
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# Create an agent with streaming enabled
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agent = Agent(
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role="Math Assistant",
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goal="Help users with mathematical calculations",
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backstory="I am an AI assistant specialized in mathematics.",
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verbose=True,
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llm=LLM(model="gpt-4o", stream=True), # Enable streaming
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max_iter=3,
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)
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# Define a tool that will be called
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@tool
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def calculator(first_number: int, second_number: int) -> float:
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"""Calculate the product of two numbers."""
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nonlocal tool_called
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tool_called = True
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return first_number * second_number
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# Create a task that will require tool calling
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task = Task(
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description="Calculate 23 * 45 using the calculator tool.",
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agent=agent,
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expected_output="The result of the calculation.",
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)
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# Create an agent with streaming enabled
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agent = Agent(
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role="Math Assistant",
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goal="Help users with mathematical calculations",
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backstory="I am an AI assistant specialized in mathematics.",
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verbose=True,
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llm=LLM(model="gpt-4o", stream=True), # Enable streaming
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max_iter=3,
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)
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# Execute the task with the calculator tool
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output = agent.execute_task(task=task, tools=[calculator])
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# Create a task that will require tool calling
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task = Task(
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description="Calculate 23 * 45 using the calculator tool.",
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agent=agent,
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expected_output="The result of the calculation.",
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)
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# Verify that the tool was called
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assert tool_called, "Calculator tool was not called"
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# Execute the task with the calculator tool
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output = agent.execute_task(task=task, tools=[calculator])
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# Verify that streaming chunks were received
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assert len(received_chunks) > 0, "No streaming chunks were received"
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# Verify that the tool was called
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assert tool_called, "Calculator tool was not called"
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# Verify the output contains the correct result (23 * 45 = 1035)
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assert "1035" in output, f"Expected result '1035' not found in output: {output}"
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# Verify the output contains the correct result (23 * 45 = 1035)
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assert "1035" in output, f"Expected result '1035' not found in output: {output}"
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