How to save team results to a file with a custom name?

CrewAI Community Support
,
1

Hi everyone! I’m a beginner and still learning how to use Crew.AI.

Problem:

I have a team that needs to process many requests. Each validation task saves its result to a dictionary called results. After all tasks are complete, I want to combine the contents of results and save them to a file with a custom name.

However, I’m not sure how to implement this properly.

Example code:

File crew.py:

results = {}

def save_temp_result(task_name):
    return lambda output: results.update({task_name: output})

@CrewBase
...

    @task
    def validator_1_task(self) -> Task:
        return Task(
            config=self.tasks_config['validator_1_task'],
            callback=save_temp_result("validator_1_task")
        )
...

    @crew
    def crew(self) -> Crew:
        return Crew(
            agents=self.agents,
            tasks=self.tasks,
            process=Process.sequential,
            verbose=True
        )

File main.py:

import warnings
from clear_data.crew import ClearData

warnings.filterwarnings("ignore", category=SyntaxWarning, module="pysbd")

def run():
    inputs = [
        {'topic': '....', 'file_name': 'document_1'},
        {'topic': '....', 'file_name': 'document_2'},
        {'topic': '....', 'file_name': 'document_3'},
        ...
    ]
    ClearData().crew().kickoff_for_each(inputs=inputs)

def test():
    ...

What I want:

The final task should combine all results from the results dictionary and save them to a file. I don’t want to use AI for this because it takes too long, and I haven’t figured out how to pass the results dictionary to the AI.

I tried the following approach:

@task
def validator_n_task(self) -> Task:
    return Task(
        config=self.tasks_config['validator_n_task'],
        callback=save_temp_result("validator_n_task"),
        callback=lambda _: self.combine_results()
    )

def combine_results(??????):
    file_name = ??????
    combined_text = "\n".join(
        f"{task}: {output}" for task, output in results.items()
    )
    with open(f"{file_name}.txt", "w", encoding="utf-8") as file:
        file.write(combined_text)
    print(f"Combined results saved in '{file_name}.md'.")

?????? — here I tried using self, inputs, and various combinations, but nothing worked.

How can I properly combine the results and save them to a file with a custom name?

Looking forward to any advice or suggestions. Thanks in advance!