Overview

AI Agent Programming in Python is a comprehensive, production-focused guide for developers, engineers, data scientists, and technical founders looking to build autonomous, intelligent, and scalable AI agents using Python. Written by Trent Aldridge, this book blends practical coding techniques with modern AI engineering patterns-empowering you to create real-world systems that think, learn, and take action. You'll discover how to architect agents using LangChain, integrate vector databases for long-term memory, orchestrate workflows with multi-agent systems, and deploy enterprise-grade solutions with APIs, cloud services, and event-driven infrastructure. Through hands-on examples, best-practice design patterns, and production-ready frameworks, you'll learn how to build agents capable of autonomous decision making, tool use, reasoning, retrieval-augmented generation (RAG), and complex task execution. Whether you want to build intelligent assistants, workflow automation bots, multi-agent orchestrators, or domain-specific autonomous workers, this book gives you everything you need-from foundational concepts to advanced production deployment.

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