{"product_id":"retrieval-augmented-generation-made-simple-a-clear-guide-to-building-ai-that-searches-understands-and-responds-accurately-9798241890573","title":"Retrieval-Augmented Generation Made Simple: A Clear Guide to Building AI That Searches, Understands, and Responds Accurately","description":"\u003cp\u003e • Author(s): Fred Thompson\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Generative AI\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eUnlock the full power of Retrieval-Augmented Generation and elevate your AI skills from beginner to expert with the most comprehensive RAG guide ever published.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eRetrieval-Augmented Generation Made Simple\u003c\/b\u003e is the definitive all-in-one resource for learning, building, and scaling accurate, grounded AI systems. Whether you're completely new to advanced language model techniques or already experimenting with LLMs and seeking production-grade reliability, this book will guide you step by step from core concepts to sophisticated, real-world deployments.\u003c\/p\u003e\u003cp\u003eInside, you'll discover how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand why pure generation falls short and how RAG solves hallucinations, knowledge cutoffs, and traceability issues.\u003c\/li\u003e\n\u003cli\u003eMaster the complete RAG pipeline: embeddings, chunking, vector databases, retrieval strategies, and context-augmented generation.\u003c\/li\u003e\n\u003cli\u003eBuild your first functional RAG systems using LangChain, LlamaIndex, and popular vector stores like Chroma, Pinecone, and Weaviate.\u003c\/li\u003e\n\u003cli\u003eImplement advanced retrieval techniques including hybrid search, reranking, query expansion (HyDE), metadata filtering, and contextual compression.\u003c\/li\u003e\n\u003cli\u003eCraft precise prompts, manage long contexts, and eliminate residual hallucinations for faithful, high-quality responses.\u003c\/li\u003e\n\u003cli\u003eEvaluate RAG performance rigorously with modern metrics and frameworks like RAGAS, TruLens, and DeepEval.\u003c\/li\u003e\n\u003cli\u003eScale, secure, and productionize RAG applications with confidence-covering latency optimization, cost control, security best practices, and maintenance pipelines.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eAccess practical hands-on tutorials, complete code examples, real-world case studies, and battle-tested patterns you can adapt immediately to your projects.\u003c\/p\u003e\u003cp\u003eUnlike fragmented blog posts, scattered tutorials, or academic papers, this book delivers a complete, structured journey-blending clear theory, step-by-step implementation, evaluation strategies, and production engineering insights from experienced practitioners.\u003c\/p\u003e\u003cp\u003eBy the end, you won't just \"try\" RAG; you'll master it as a strategic tool for building trustworthy, accurate, and scalable AI applications in customer support, legal tech, healthcare, research, internal knowledge bases, and beyond.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47595506434199,"sku":"9798241890573","price":1880.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798241890573.webp?v=1774990001","url":"https:\/\/atlanticbooks.com\/products\/retrieval-augmented-generation-made-simple-a-clear-guide-to-building-ai-that-searches-understands-and-responds-accurately-9798241890573","provider":"Atlantic Books","version":"1.0","type":"link"}