Extract individual task output from a crew.

[z1-jed-gore]

Doing something like the following, I would love to extract the individual tasks outputs in a UI vs, for example, parsing a stdout stream, and went around in circles as there appeared to be some discussion about doing this via an execute() method, but I've not been able to find a solution in the production version.

crew = Crew(
agents=agent_objs,
tasks=task_objs,
verbose=True,
process="sequential",
)

response, logs = capture_output(crew.kickoff, timeout=120)

[BokisAngelov]

You can retrieve the content from the Task's "output_file" and then read the file's content.

Using streamlit, once the crew is completed, you can display each task's output.

[mouramax]

One way I consider quite elegant for capturing the execution steps is by using an event listener. There can be many event listeners on crewAI’s event bus.

In this CrewAI Community Support thread, I provide a working example.