{"product_id":"generative-ai-and-rag-for-beginners-a-practical-guide-to-understanding-large-language-models-retrieval-augmented-generation-and-building-reliable-a-9798261865483","title":"Generative AI and RAG for beginners: A Practical Guide to Understanding Large Language Models, Retrieval-Augmented Generation, and Building Reliable A","description":"\u003cp\u003e • Author(s): Liam Aldridge\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\u003e\u003cb\u003eWhat if the most powerful AI systems in the world are not magic, not intelligent, and not mysterious at all?\u003c\/b\u003e\u003cbr\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eWhat you are about to discover will change how you see language models, accuracy, and responsibility forever.\u003c\/i\u003e\u003cbr\u003e \u003c\/p\u003e\u003cp\u003eGenerative AI is everywhere. It writes, summarizes, answers, recommends, and advises. Yet most people using it do not truly understand how it works, why it fails, or how to design systems that can actually be trusted.\u003cbr\u003e \u003c\/p\u003e\u003cp\u003e\u003cb\u003eThis book exists to close that gap.\u003c\/b\u003e\u003cbr\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eGenerative AI and RAG for Beginners\u003c\/i\u003e is a clear, grounded, and practical guide to understanding large language models and retrieval-augmented generation without hype, fear, or false promises. Instead of treating AI as a black box, this book reveals the hidden mechanics behind fluent text, confident mistakes, hallucinations, and system-level accuracy.\u003cbr\u003e \u003c\/p\u003e\u003cp\u003e\u003cb\u003eFew people know that most AI failures are not model problems, but design problems.\u003c\/b\u003e This book shows you exactly why and how to fix them.\u003cbr\u003e \u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you will discover: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe hidden truth behind how language models actually generate text\u003c\/li\u003e\n\u003cli\u003eWhy prompts work sometimes and fail unexpectedly at other times\u003c\/li\u003e\n\u003cli\u003eWhat retrieval-augmented generation really does and what it does not\u003c\/li\u003e\n\u003cli\u003eHow tokens, context windows, and probability shape every output\u003c\/li\u003e\n\u003cli\u003eWhy fluent answers are cheap and accuracy is expensive\u003c\/li\u003e\n\u003cli\u003eHow to reduce hallucinations without blindly trusting AI\u003c\/li\u003e\n\u003cli\u003eReal-world system patterns that prioritize reliability and responsibility\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eWhy this book matters: \u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eAs AI moves into education, business, research, and decision-making, misunderstanding its limits becomes dangerous. This book replaces myths with mental models you can actually use.\u003cbr\u003e \u003cp\u003e\u003cb\u003eWho this book is for: \u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eDevelopers, product managers, business professionals, students, researchers, and curious readers who want to work with AI responsibly, not just experiment with it.\u003cbr\u003e \u003cp\u003e\u003cb\u003eWhen this knowledge is most relevant: \u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eRight now. As AI systems become more widespread, understanding how to design, evaluate, and control them has never been more critical.\u003cbr\u003e \u003cp\u003e\u003ci\u003eThis is not a hype book. It is a clarity book.\u003c\/i\u003e\u003cbr\u003e \u003c\/p\u003e\u003cp\u003e\u003cb\u003eReady to uncover the truth behind generative AI and build systems you can trust?\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cb\u003eGet your copy today and start seeing AI with clarity, not illusion.\u003c\/b\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47593153757335,"sku":"9798261865483","price":1694.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798261865483.webp?v=1774980803","url":"https:\/\/atlanticbooks.com\/products\/generative-ai-and-rag-for-beginners-a-practical-guide-to-understanding-large-language-models-retrieval-augmented-generation-and-building-reliable-a-9798261865483","provider":"Atlantic Books","version":"1.0","type":"link"}