Building Generative AI Applications with LangChain and Google Cloud: A Hands-On Guide to Vertex AI, RAG, and AI Agents in Python
Are you ready to turn the hype of Generative AI into real, production-ready applications? This book is your complete roadmap to mastering LangChain, Google Cloud Vertex AI, and cutting-edge techniques like Retrieval-Augmented Generation (RAG) and AI agents-all through practical, hands-on projects in Python.
Inside, you'll discover how to:
Build powerful AI applications that go beyond simple promptsHarness the full potential of LangChain to connect large language models with real-world data and APIsLeverage Google Cloud Vertex AI to train, deploy, and scale AI systems with enterprise-grade reliabilityImplement RAG pipelines to deliver accurate, context-aware responses from custom dataCreate intelligent AI agents that can reason, plan, and act autonomouslyApply best practices in scalability, security, and cost optimization for cloud-based AI solutionsThis is not just another theory-heavy AI book. Every chapter is designed to give you immediate, practical skills that you can apply in your projects, whether you're a developer, data scientist, or technology leader.
By the time you finish, you'll have the confidence and technical know-how to:
Build generative AI systems that solve real business problemsIntegrate cutting-edge AI into existing applications and workflowsFuture-proof your career with one of the most in-demand skill sets of the decadeIf you're serious about becoming a leader in Generative AI, this book is your one-stop solution. Don't just watch the AI revolution-be the one building it.