You've read enough blog posts and watched enough YouTube videos about AI Agents. Time to actually build one. Today, we'll walk through using CrewAI—one of the most popular and well-documented agent frameworks—to create your very first AI Agent.

What is CrewAI?

CrewAI is a Python framework for creating AI agents that can:

•Work together in a hierarchical structure like a real team
•Share context and information with each other
•Execute tasks sequentially or in parallel
•Integrate with multiple LLM providers (OpenAI, Anthropic, Ollama, Google...)

Think of it this way: You're the CEO, and CrewAI is the organizational framework that helps you manage an entire team of AI employees.

Step 1: Set Up Your Environment

Install CrewAI and its tools:

pip install crewai crewai-tools

CrewAI supports multiple LLM providers:

•OpenAI (GPT-4, o1-preview)
•Anthropic (Claude)
•Ollama (run models locally, for free)
•Google Vertex AI, , and more

Build Your First AI Agent with CrewAI — A Step-by-Step Guide

What is CrewAI?

Step 1: Set Up Your Environment

Hoan Do

Step 2: Create Your First Agent

Step 3: Define a Task

Step 4: Assemble the Crew and Run

Best Practices When Building with CrewAI