Hi, everyone
I want to get the intermediate results of the agent execution process, such as the results of ‘Using tool’, ‘Tool Input’, and ‘Tool Output’ in the picture. Currently, only the result of ‘Final Answer’ can be returned.
@maxmoura Could you help me answer this?
If you exactly want the tool output as the final answer, use ‘result_as_answer=True’ as follows:
tools = [MyCustomTool(result_as_answer=True]
Refer to documentation Force Tool Output as Result
I had a similar issue earlier. If our instructions are not great(description, expected output), even though our tool is capable, these kinds of variations in results will arise sometimes.
I’m trying to use the result_as_answer parameter for my crew like this:
@tool("scientific_serach")
def scientific_serach(query: str) -> str:
"""
Performs a scientific search based on the provided query.
Args:
query (str): The scientific search query string to use for retrieving information.
Returns:
str: The result of the scientific search as a string.
"""
return Utils().search_pubmed(query)
@agent
def research_executor_agent(self) -> Agent:
return Agent(
config=self.agents_config["research_executor_agent"],
tools=[self.scientific_serach(result_as_answer=True)],
)
but I’m getting this error
Traceback (most recent call last):
File "C:\Users\s.russo\Documents\Knowlian\flow.py", line 81, in <module>
AssistantFlow().kickoff(inputs=input)
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\flow\flow.py", line 722, in kickoff
return asyncio.run(run_flow())
^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\runners.py", line 190, in run
return runner.run(main)
^^^^^^^^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\runners.py", line 118, in run
return self._loop.run_until_complete(task)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\base_events.py", line 654, in run_until_complete
return future.result()
^^^^^^^^^^^^^^^
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\flow\flow.py", line 720, in run_flow
return await self.kickoff_async(inputs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\flow\flow.py", line 787, in kickoff_async
await asyncio.gather(*tasks)
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\flow\flow.py", line 820, in _execute_start_method
result = await self._execute_method(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\flow\flow.py", line 876, in _execute_method
raise e
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\flow\flow.py", line 846, in _execute_method
else method(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\s.russo\Documents\Knowlian\flow.py", line 18, in start_research_crew
raa = ResearchAssistantCrew()
^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\project\crew_base.py", line 37, in __init__
self.map_all_task_variables()
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\project\crew_base.py", line 234, in map_all_task_variables
self._map_task_variables(
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\project\crew_base.py", line 267, in _map_task_variables
self.tasks_config[task_name]["agent"] = agents[agent_name]()
^^^^^^^^^^^^^^^^^^^^
File "C:\Users\s.russo\Documents\Knowlian\.venv\Lib\site-packages\crewai\project\utils.py", line 11, in memoized_func
cache[key] = func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\s.russo\Documents\Knowlian\research_assistant_crew\research_assistant_crew.py", line 52, in research_executor_agent
tools=[self.scientific_serach(result_as_answer=True)],
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: 'Tool' object is not callable
Is there someone that had same issue?