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OpenAI Agents SDK for Beginners: Build GPT-4o Assistants with Function Calling and Tool Orchestratio

by Denning, Hollis

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Description


OpenAI Agents SDK for Beginners: Build GPT-4o Assistants with Function Calling and Tool Orchestration
The Ultimate Step-by-Step Guide to Building Smart, Production-Ready AI Agents with Python and OpenAI's Assistants SDK
Ready to build real-world AI assistants using GPT-4o?
This hands-on guide is the most complete, beginner-friendly, and production-focused book available on OpenAI's official Agents SDK. Whether you're an aspiring developer or an automation engineer, you'll master everything from function calling and tool orchestration to deployment and optimization-all with practical code, real-world projects, and best practices.
What You'll Learn (A-Z Mastery)
  • Set up your environment with Python 3.12, Poetry, and the OpenAI SDK
  • Understand GPT-4o's multi-modal capabilities and model selection
  • Learn JSON Schema and function-calling architecture from scratch
  • Build assistants with tool chaining, retries, caching, and memory
  • Debug hallucinations, invocation errors, and SDK timeouts
  • Create smart assistants like:
    • Calculator Bot (deterministic math tool)
    • Weather Agent (real-time API integration)
    • Task Manager Bot (multi-turn planning + persistence)
  • Enable streaming, SSE, WebSockets, and concurrency
  • Optimize cost with prompt compression, caching, and model tuning
  • Deploy with FastAPI, Docker, GitHub Actions, Vercel, and Fly.io
  • Harden your agent with OAuth, rate-limiting, PII redaction, ISO/GDPR readiness
Who This Book Is For
  • Python developers transitioning into AI development
  • Engineers building LLM-based workflows or copilots
  • Data scientists automating tasks with GPT tools and APIs
  • Freelancers, educators, and students entering the LLM ecosystem
  • Anyone ready to build real, secure, and scalable AI assistants

Why This Book?
Unlike high-level tutorials or blog posts, this book is a professional-grade manual-rooted in real SDK patterns and field-proven techniques. Whether you're building an internal tool, deploying an AI SaaS agent, or preparing for a LangChain/AutoGen project, this guide equips you with deep, transferable skills.
Ready to build the future with AI?
Start now. This is the guide the AI community has been waiting for.

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Product Details

  • Jul 9, 2025 Pub Date:
  • 9798291859025 ISBN-10:
  • 9798291859025 ISBN-13:
  • English Language