Multi-Agent Systems with AutoGen GroupChat

Build a travel support assistant (like Booking.com) with AutoGen. Set up GroupChat orchestration with booking, search, and support agents under a supervisor, and enable dynamic function calling.

Start learning at learnwithparam.com. Regional pricing available with discounts of up to 60%.

What You'll Learn

• Build multi-agent systems with AutoGen GroupChat orchestration
• Enable agents to call functions and tools dynamically
• Manage conversation state across agent interactions
• Design supervisor-based agent routing

Tech Stack

• AutoGen - Multi-agent conversation framework
• MCP - Model Context Protocol for tool integration
• FastAPI - High-performance async Python web framework
• Docker - Containerized development

Getting Started

make dev    # One command to set up and run

Open http://localhost:8000/docs for the interactive API docs.

Challenges

1. The Basic Chat - Two-agent conversation
2. The First Tool - Read-only tool (search_bookings)
3. The "Eyes and Ears" - Expanding read tools
4. The "Hands" - State-changing tools
5. The API Wrapper - FastAPI endpoints for frontend
6. The "Supervisor" - GroupChat with supervisor routing
7. Add More Tools - Extended capabilities

Learn more

• Start the course: learnwithparam.com/courses/autogen-multi-agent-systems
• AI Bootcamp for Software Engineers: learnwithparam.com/ai-bootcamp
• All courses: learnwithparam.com/courses