This document contains hands-on exercises designed to reinforce the concepts covered in the AG2 course. Each exercise builds upon previous knowledge and provides practical experience with different aspects

This file contains practical code examples for learning AG2 development. Each example demonstrates key concepts and patterns covered in the course. Requirements: Python >= 3.9, < 3.14 ag2[openai]

Author: Manus AI Version: 1.0 Last Updated: July 2025 Table of Contents Tools and External Integration Practical Applications Production Deployment Advanced Topics and Future Directions Resources and

Author: Manus AI Version: 1.0 Last Updated: July 2025 Table of Contents Introduction and Foundations Core Agent Concepts Human-in-the-Loop Workflows Multi-Agent Orchestration Module 1: Introduction and