AI Agents with LangGraph and AutoGen: Build Practical Multi-Agent AI Workflows with Python Step by Step

By Kaelion Veyric

If AI agents, LangGraph, and multi-agent systems feel overwhelming, you are not alone.

Many beginners want to build modern AI applications but quickly get lost in complicated tutorials, advanced jargon, fragmented documentation, and unexplained code. This book was written to change that.

Whether you are completely new to AI development or a Python learner curious about the future of intelligent software, this beginner-friendly guide will help you confidently build real AI agents step by step without feeling intimidated or left behind.

Inside this practical hands-on guide, you will learn how to create powerful AI workflows using Python, LangGraph, AutoGen, APIs, memory systems, and modern agent orchestration techniques in a way that is clear, approachable, and easy to follow.

Instead of drowning you in theory, this book focuses on helping you understand how AI agents actually work in real-world development.

You will learn how to:

- Build AI agents with Python from scratch
- Create LangGraph workflows and agent pipelines
- Design multi-agent AI systems using AutoGen
- Implement memory, tools, and tool-calling workflows
- Connect AI agents to APIs and external services
- Debug, test, and improve AI applications confidently
- Develop practical AI automation projects step by step
- Understand modern agentic AI concepts without confusion

Every chapter is written with beginners in mind using a supportive, confidence-building teaching style that explains not only what to do, but why it matters and how it works in practice.

You will not find large unexplained code dumps or overly academic explanations. Instead, you will learn through small, manageable examples, guided walkthroughs, troubleshooting help, and practical projects that make learning feel achievable.

This book also helps you overcome one of the biggest beginner challenges: fear of making mistakes.

You will quickly discover that errors, debugging, and experimentation are normal parts of the development process, and each small success builds real confidence and momentum.

By the end of this book, you will have the practical skills and understanding needed to start building your own AI workflows, intelligent assistants, and multi-agent systems using modern AI development tools.

If you are ready to stop feeling overwhelmed and finally start building real AI applications with confidence, this book is your step-by-step companion for entering the exciting world of AI agent development.

Start your AI coding journey today and begin creating intelligent systems that can solve real problems, automate workflows, and power the next generation of software.

• Format: Paperback
• Language: English
• ISBN: B0H1CGVYJG
• ISBN13: 9798196422867
• Release Date: May 2026
• Publisher: Independently published
• Length: 374 Pages
• Weight: 1.43 lbs.
• Dimensions: 10.0" x 0.8" x 7.0"