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🧠 CrewAI: How to Orchestrate Multiple AI Agents Like a Real Team
3 min readJul 16, 2025
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ChatGPT is one brain.
CrewAI gives you a team of specialized AI agents — working together to get things done.
If you’ve ever tried building a multi-agent system using LangChain, AutoGPT, or BabyAGI, you know it can get messy fast.
That’s where CrewAI comes in — a new framework that makes:
- Agent roles
- Task delegation
- Workflow coordination
as easy as writing job descriptions.
In this blog, you’ll learn:
- What CrewAI is and how it works
- How to create agents with different roles and responsibilities
- How they collaborate to solve complex problems
- A full code example of an AI research crew
Let’s turn your LLM into an organization 👇
👷 What Is CrewAI?
CrewAI is an open-source Python framework for building multi-agent workflows, where each agent has:
- A role
- A goal
- Access to tools
- The ability to collaborate with other agents
It’s like project management — for AI.