New to CrewAI & I’m investigating how I can remove some of the ‘fuzziness’ in the interfaces between tasks by way of having a known input & output data schema. Got this from Crew GPT Assistant: from crewai import Agent, Task, Crew, Process from pydantic import BaseModel, Field # Define a Pydanti…

yes it is hallucinating attributes, the correct attribute would be output_pydantic or output_json I would start building your own crews with the CLI command crewai create create <Name> This will give you the best project scaffold to work from. Also check out the docs @ docs.crewai.com & our GitH…

@matt this seems to be coming up everywhere when you look at the posts over the last few days here. I agree output_pydantic or json has helped me get more consistent results. Even a dumb dictionary in the narrative for task expected output helps. It would be great to do a somewhat sophisticated exam…

Could we discuss the Task param output_pydantic From the docs: Output Pydantic (optional) output_pydantic Outputs a Pydantic model object, requiring an OpenAI client. Only one output format can be set. Outputs a Pydantic model object requiring an OpenAI client Only one output format can be set A…

This is a straightforward example of structured output using crewai tools. What if you then use task.output, take what you want from that and pass it as context to the next task? techindicium/MultiAgent-CrewAI/blob/main/travel_agent.py # Warning control import warnings warnings.filte…

I can see that what you suggest has it’s use case. Unfortunately at present I don’t know enough about CrewAI to comment further.

Hi, I’m trying to get output_json to work as well. I’m struggling to find the right syntax. In the task I’m adding setting expected_output to the string “Return the results as JSON following this schema [{ ‘url’: ‘url’, ‘location’: ‘location’, ‘expiration_date’: ‘expiration_date’}]”. After the cr…

output_format=‘json’, output_json=ResearchReportList print(f"“” Task completed! Task: {task_output.description} Output: {task_output.raw} Type: {task_output.output_format} Jsondict: {task_output.json_dict} “”") print(lizer(task_output.json_dict)) where for example, class ResearchReport(Ba…

Hi Moto, Thank you very much for your help. That worked pretty well. I just had to change the last part to lower case list. So class ResearchReportList(BaseModel): root: list[ResearchReport]

Glad it worked. Yes sorry on the cap L . I think that was from a long ago experiment that gpt4 wrote a lot of since I certainly am no python coder.

Task input/output models

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Dabnis September 17, 2024, 10:40am 7

This has now evolved into this thread

Topic		Replies	Views
Pydantic output of task1 to be used in task 2 of same crew? General openai , agent , task , crewai	3	418	December 11, 2024
How can i use output pydantic from one task i another task in same crew? Crews agent , crewai	0	266	November 26, 2024
Pydentik Task Output Issue General	6	199	October 2, 2024
Use more info from pydantic models Crews agent , feature	12	1528	September 15, 2024
Does `Crew` Pydantic output require OpenAI General crewai	3	341	May 4, 2025

Task input/output models

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