I have docker installed and have created a python slim image with the packages I need. I keep getting the following error.
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d:/Sandeep/crewai/coding_agent/data_analysis_crew.py
Traceback (most recent call last):
File “d:\Sandeep\crewai\coding_agent\data_analysis_crew.py”, line 18, in
data_analysis_task = Task(
^^^^^
File “C:\Users\st00u\AppData\Local\Programs\Python\Python312\Lib\site-packages\pydantic\main.py”, line 212, in init
validated_self = self.pydantic_validator.validate_python(data, self_instance=self)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
pydantic_core._pydantic_core.ValidationError: 1 validation error for Task
expected_output
Field required [type=missing, input_value={‘description’: 'Analyze … strong Python skills.)}, input_type=dict]
For further information visit Redirecting...
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Code:
from crewai import Agent, Task, Crew
read the data to be analyzed
from crewai_tools import FileReadTool
csv_tool = FileReadTool(file_path=‘./ages.csv’)
Create an agent with code execution enabled
coding_agent = Agent(
role=“Python Data Analyst”,
goal=“Analyze data and provide insights using Python”,
backstory=“You are an experienced data analyst with strong Python skills.”,
tools=[csv_tool],
allow_code_execution=True
)
Create a task that requires code execution
data_analysis_task = Task(
description=“Analyze the given dataset and calculate the average age of participants.”,
agent=coding_agent
)
Create a crew and add the task
analysis_crew = Crew(
agents=[coding_agent],
tasks=[data_analysis_task]
)
Execute the crew
result = analysis_crew.kickoff()
print(result)