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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.

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Nikulsinh Rajput

Written by Nikulsinh Rajput

I passionate about staying upto date with latest technologies. I writing informative posts about new and emerging technologies to share my knowledge with others

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