AI Agents in Python: Build Autonomous, Tool-Using, and Reasoning AI Systems with Real-World Python Frameworks

By: Raymond, Josh

Python has become the backbone of modern AI development-and it's the ideal language for building agentic AI systems that can reason, use tools, and operate autonomously. AI Agents in Python is a practical, hands-on guide to designing and implementing intelligent agents that go far beyond simple chatbots or scripts.

This book focuses on how real AI agents are built in practice: systems that plan multi-step actions, call APIs and tools, manage memory, and make decisions in dynamic environments. Instead of abstract theory, you'll learn concrete patterns and frameworks you can apply immediately in production-grade applications.

What You'll Learn

✔ What AI agents are and how they differ from traditional AI applications
✔ Core components of agentic systems: reasoning, planning, and execution
✔ Building tool-using agents that interact with APIs, databases, and services
✔ Managing memory, context, and long-running agent state
✔ Designing reliable agent loops with guardrails and control mechanisms
✔ Combining deterministic code with LLM-driven reasoning
✔ Handling errors, uncertainty, and edge cases safely
✔ Applying agent architectures to real-world use cases and workflows

Who This Book Is For

Python developers entering AI and agent-based systems

AI engineers building autonomous or semi-autonomous applications

Automation and platform engineers

Developers creating AI-powered tools and assistants

Anyone who wants to build practical, production-ready AI agents

Why This Book Works

Many AI resources focus on isolated demos or single frameworks. This book focuses on foundational agent patterns that remain useful even as tools and models evolve.

The emphasis is on clarity, robustness, and real-world applicability, helping you design agents that are understandable, testable, and safe to run in live systems.

By the end of this book, you'll be able to confidently build autonomous, reasoning AI agents in Python that integrate with real tools, solve complex tasks, and scale beyond simple prototypes.

If you're ready to move from basic AI scripts to intelligent, tool-using agents, AI Agents in Python is your definitive guide.

• Format: Paperback
• Language: English
• ISBN: B0GCNV767F
• ISBN13: 9798241350091
• Release Date: December 2025
• Publisher: Independently Published
• Length: 156 Pages
• Weight: 0.41 lbs.
• Dimensions: 0.3" x 5.5" x 8.5"