Building Agents with OpenAI Agents SDK: Create practical AI agents and agentic systems through hands-on projects

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Key benefits

Gain a complete understanding of the OpenAI Agents SDK features including models, tools, memory, guardrails, orchestration, tracing, and multi-agent systems

Progressively build AI agents through several hands-on projects that evolve from a simple workflow to a complex multi-agent system

Implement advanced agent capabilities such as RAG, MCPs, administration, workflow integration, and much more

Description

Everyone’s talking about AI agents, but how do you build one that works in the real world? Not a toy demo, but an agent that solves real problems, saves time, and integrates into workflows. With vague frameworks, fragmented tooling, and endless hype, most developers are left without a clear path. The hardest part isn’t technical; it is knowing where to start. This book gives you that starting point. It’s a complete guide to building intelligent AI agents and agentic systems using the official OpenAI Agents SDK. It begins by grounding you in the core concepts, design principles, and architecture of AI agents, how they differ from other traditional systems, their advantages, and why that matters. Through practical step-by-step projects, you’ll master every feature of the SDK—tools, memory, RAG, multi-agent orchestration, tracing, handoffs, and more—while contributing to an end-to-end agent system that grows in complexity. Projects include a custom support agent, invoice and inventory assistant, health advisor, sales trainer, and data analyst, giving you production-ready skills. By the end, you’ll know how to design, build, and deploy agentic systems that interact with APIs, query databases, hand off to external systems, and drive meaningful outcomes. You won’t just understand AI agents; you’ll be ready to ship them.

Who is this book for?

This book is for LLM engineers, developers, tech-savvy professionals, analysts, and consultants who want to build practical agentic AI solutions using the OpenAI SDK. A basic understanding of Python and AI concepts is recommended, but no prior experience with agents is required. Whether you're exploring agents for the first time or want to deepen your skills with hands-on projects, this guide provides structured, production-ready knowledge.

What you will learn

Understand the core principles of AI agents and why they matter

Use the OpenAI Agents SDK to build real, working agents from scratch

Design both single-agent and multi-agent systems

Integrate external tools, APIs, and data sources to extend agent capabilities

Add memory and stateful context to your agents so they can “remember” and adapt over time

Coordinate agent-to-agent handoff orchestrations

Secure, monitor, and scale agents in production

What do you get with Print?

Instant access to your digital copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Redeem a companion digital copy on all Print orders

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

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Shipping Details

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Unfortunately, due to several restrictions, we are unable to ship to the following countries:

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Building Agents with OpenAI Agents SDK: Create practical AI agents and agentic systems through hands-on projects

What do you get with Print?