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Initial CrewAI Setup and Agent Role Definition
Linked challenge: Misinformation Debunking Team
Prompt source
implementation56 lines11 sectionsNo variables1 code block
Set up a new CrewAI project. Define three agents: a 'Source Verifier' (role: verifying information against credible sources), a 'Content Analyzer' (role: identifying logical fallacies and inflammatory language), and a 'Report Generator' (role: synthesizing findings into a neutral report). Assign OpenAI o4o as the LLM for all agents. Define initial tasks for each agent and orchestrate a simple sequential process where the Verifier checks a claim, Analyzer reviews it, and Generator drafts a summary.
```python
# crew_main.py
from crewai import Agent, Task, Crew, Process
from langchain_openai import ChatOpenAI
# Initialize your OpenAI LLM
llm = ChatOpenAI(model="gpt-4o-mini", temperature=0.7) # Using mini for example, use gpt-4o for full power
# Define Agents
source_verifier = Agent(
role='Source Verifier',
goal='Verify factual claims against established credible sources.',
backstory='An expert in journalistic integrity and digital forensics.',
llm=llm,
verbose=True,
allow_delegation=False
)
content_analyzer = Agent(
role='Content Analyzer',
goal='Identify logical fallacies, emotional appeals, and misleading rhetoric in content.',
backstory='A linguist and critical thinking specialist.',
llm=llm,
verbose=True,
allow_delegation=True
)
report_generator = Agent(
role='Report Generator',
goal='Synthesize verified information into a neutral, evidence-based debunking report.',
backstory='A skilled technical writer and communicator.',
llm=llm,
verbose=True,
allow_delegation=False
)
# Define Tasks (initial simple tasks)
verify_task = Task(
description='Analyze the claim: "COVID-19 was caused by 5G towers" and find credible sources.',
agent=source_verifier
)
analyze_task = Task(
description='Review the claim and any findings from the Source Verifier. Identify rhetorical tactics.',
agent=content_analyzer
)
generate_task = Task(
description='Based on verified facts and analysis, draft a neutral debunking statement.',
agent=report_generator
)
# Form the crew
crew = Crew(
agents=[source_verifier, content_analyzer, report_generator],
tasks=[verify_task, analyze_task, generate_task],
process=Process.sequential,
verbose=2
)
# Kick off the crew's work
# result = crew.kickoff()
# print(result)
```