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CrewAI
Multi-agent AI orchestration — define crews of specialized agents that collaborate.
0Open Source
AI Agents
Overview
CrewAI is a framework for orchestrating multi-agent AI systems, where specialized agents with defined roles collaborate to complete complex tasks.
Key Features
- Role-based agent design with goals and backstory
- Sequential and hierarchical task execution
- Built-in tools: web search, file read/write, code execution
- Agent memory for long-running workflows
- Human-in-the-loop support
- CrewAI Flows for deterministic agent pipelines
Real-World Workflows
Automated research and content pipeline
- 1Define a Researcher agent with web search tools
- 2Define a Writer agent with content guidelines
- 3Define an Editor agent to review output
- 4Run the crew — agents hand off work to each other automatically
Getting Started
pip install crewai crewai-tools
from crewai import Agent, Task, Crew
researcher = Agent(
role='Researcher',
goal='Find latest AI trends',
backstory='Expert in AI research'
)
task = Task(description='Research top AI tools of 2025', agent=researcher)
crew = Crew(agents=[researcher], tasks=[task])
result = crew.kickoff()
print(result)Compare Alternatives
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