
Автор: Bennett Kouri
Издательство: Stack Logic
Год: 2025
Страниц: 685
Язык: английский
Формат: epub (true)
Размер: 38.8 MB
Generative AI has moved from academic novelty to enterprise imperative. When I first encountered LangChain, I saw more than just a framework for composing LLM calls—I saw the scaffolding of a new kind of digital intelligence, one that could orchestrate many specialized agents in concert. What I learned is that success hinges not on the model itself, but on the architecture around it: how you connect data, enforce security, manage costs, and recover from inevitable failures. This playbook condenses those lessons into a strategic roadmap and a library of battle-tested patterns. You’ll find deep dives on establishing a robust AI strategy, step-by-step guides to implementing advanced LangChain and LangGraph workflows, and production-grade code examples ready to drop into your CI/CD pipeline. Whether you’re an enterprise architect aiming to spin up an “AI factory,” or a developer tasked with the first chatbot pilot, these pages are designed to guide you beyond experimentation and into sustainable, scalable intelligence. You don’t need a PhD in Machine Learning to benefit from this book—but you do need the willingness to rethink your systems as living, self-learning ecosystems. All code assumes a Python 3.9+ environment.