At a Glance

Name: CrewAI 101: Building Multi-Agent AI Systems
Price: Free CAD
Rating: 0.0 (0 reviews)
Author: kunal_makwana, faranak_heidari, joseph_santarcangelo, karan_goswami

Build AI agent teams that divide complex problems between specialized experts using CrewAI. Create a collaborative system where research analysts uncover insights, content strategists craft compelling narratives, and designers create polished web presentations—all working together in a seamless workflow. This approach solves problems no single agent could handle, mimicking human organizations where specialists combine their expertise. In just 45 minutes, master this orchestration framework to develop sophisticated AI systems that transform workflow automation and decision support.

In today's rapidly evolving AI landscape, single agents often struggle to address complex, multifaceted challenges effectively. This guided project introduces you to CrewAI—a powerful framework for orchestrating teams of specialized AI agents that work collaboratively toward shared objectives.

Through hands-on implementation, you'll build a practical multi-agent system that analyzes AI advancements and creates polished content about them. Your CrewAI system will employ a sequential workflow where a research analyst investigates current AI trends, a content strategist transforms findings into engaging narratives, and a web designer creates accessible presentations—creating a streamlined pipeline from research to final output.

What you'll learn

After completing this project, you will be able to:

Design specialized AI agents with distinct roles, backstories, and tools for targeted tasks
Construct sequential workflows that pass information seamlessly between agents
Monitor performance metrics including token usage and execution time
Build a complete fact-checking application from research to web presentation
Adapt multi-agent patterns for your own business and analytical use cases

Who should enroll

This project is perfect for:

Developers seeking to build more sophisticated AI applications through agent collaboration
Data scientists looking to automate complex analytical workflows
AI enthusiasts who want to explore the next evolution in AI architecture
Business professionals interested in workflow automation and AI-driven decision support

What you'll need

Before beginning this guided project, you should have:

Basic understanding of Python programming
Familiarity with fundamental AI concepts
Access to a modern web browser for the IBM Skills Network Labs environment

Why enroll

By completing this project, you'll gain practical experience with CrewAI—an emerging framework that represents the next frontier in AI application development. The skills you acquire will enable you to design systems where specialized agents collaborate to tackle challenges in business automation, data analysis, content generation, and decision support. As organizations increasingly seek AI solutions for complex processes, the ability to orchestrate multi-agent systems will become an invaluable skill for developers and AI practitioners in virtually every industry.

Offered By: IBMSkillsNetwork

CrewAI 101: Building Multi-Agent AI Systems

At a Glance

What you'll learn

Who should enroll

What you'll need

Why enroll

This Guided Project is part of the following Learning Paths