{"product_id":"build-ai-agents-with-google-nathaniel-crossfield-9798288518812","title":"Build AI Agents with Google ADK and Vertex AI RAG: The Complete Guide to Developing Retrieval-Augmented Generation Agents with Agent Development Kit,","description":"\u003cp\u003e\u003cb\u003eBuild AI Agents with Google ADK and Vertex AI RAG: The Complete Guide to Developing Retrieval-Augmented Generation Agents with Agent Development Kit, LLM Tools, and Vector Search\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eUnlock the power of modern AI with \u003ci\u003eBuild AI Agents with Google ADK and Vertex AI RAG\u003c\/i\u003e, your comprehensive, step-by-step guide to creating intelligent, context-aware AI agents using Google Cloud's cutting-edge Agent Development Kit (ADK) and Vertex AI Retrieval-Augmented Generation (RAG) engine. Designed for AI developers, data scientists, and cloud architects, this book demystifies the complex process of building scalable, efficient, and highly accurate RAG agents that combine vector search with large language models (LLMs) for advanced knowledge retrieval and natural language understanding.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhy This Book Stands Out\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis practical guide is crafted with the latest 2025 technologies and best practices, ensuring you master the most current tools and frameworks in AI agent development. The book delivers a deep dive into Google's Agent Development Kit, Google Cloud CLI, and Vertex AI services, walking you through corpus creation, data ingestion, prompt engineering, deployment, and scaling.\u003c\/p\u003e\u003cp\u003eWritten by \u003cb\u003eNathaniel Crossfield\u003c\/b\u003e, a seasoned AI and cloud technology expert, this book combines clear explanations, hands-on tutorials, and professional insights, making it both accessible to beginners and valuable for seasoned practitioners aiming to build production-grade AI agents.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eHow Retrieval-Augmented Generation (RAG) agents work and why they revolutionize AI applications\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSetting up and configuring Google Cloud projects and permissions for AI workflows\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eUsing ADK tools for corpus management, document ingestion, chunking, embedding, and indexing\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCrafting effective prompt templates to improve response quality and reduce hallucination\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploying RAG agents using Vertex AI Agent Engine and automating workflows with Cloud Run and Cloud Functions\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eScaling AI agents across multiple projects and use cases with best practices for security and cost management\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDebugging, monitoring, and optimizing RAG agent performance for real-world deployments\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eTable of Contents Highlights\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eIntroduction to AI Agents and RAG with Google Cloud\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eGoogle Cloud Project Setup and IAM Configuration\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eInstalling and Using Google Cloud CLI for AI Development\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuilding and Running RAG Agents Locally\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeep Dive into Agent Architecture, Retriever, and Generator Components\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCreating, Managing, and Validating Knowledge Corpora\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eQuerying RAG Agents: Sending Questions, Formatting Responses, and Improving Outputs\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDocument and Corpus Deletion, Lifecycle, and Cost Management\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploying and Scaling Agents on Google Cloud Platforms\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAutomating AI Agent Workflows with Serverless Computing\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eWho Should Read This Book\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eIf you are an AI developer, machine learning engineer, or cloud practitioner eager to harness Google's AI ecosystem to build advanced conversational agents, search assistants, or enterprise knowledge bots, this book is your essential companion. Its up-to-date content, practical code examples, and professional tone will accelerate your learning curve and empower you to deploy scalable AI solutions confidently.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eBuild AI Agents with Google ADK and Vertex AI RAG\u003c\/i\u003e combines the power of vector search, large language models, and cloud automation into one definitive resource. Elevate your AI projects today-transform data into actionable knowledge with advanced RAG agents built on Google Cloud.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nathaniel Crossfield\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798288518812\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/17\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 172\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.68lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.37d","brand":"Nathaniel Crossfield","offers":[{"title":"Paperback","offer_id":47965431070975,"sku":"9798288518812","price":16.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_7f0a1a32-5ada-452a-9ddf-1e38c8cc2efd.jpg?v=1767280531","url":"https:\/\/www.whiterainbookhouse.com\/products\/build-ai-agents-with-google-nathaniel-crossfield-9798288518812","provider":"WR Book House","version":"1.0","type":"link"}