{"product_id":"rag-for-everyone-a-simple-and-practical-guide-to-augmented-generation-and-building-accurate-explainable-and-knowledge-aware-ai-systems-9798277733516","title":"Rag for Everyone: A Simple and Practical Guide to Augmented Generation and Building Accurate, Explainable, and Knowledge-Aware AI Systems","description":"\u003cp\u003e • Author(s): Josh Raymond\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAI is getting smarter-\u003cb\u003ebut only when it has the right information\u003c\/b\u003e. Retrieval-Augmented Generation (RAG) is the breakthrough technique that transforms large language models into \u003cb\u003eaccurate, explainable, and trustworthy AI systems\u003c\/b\u003e. Whether you're a beginner or an experienced developer, this book makes RAG \u003cb\u003eeasy to understand and simple to build\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eDesigned for clarity and real-world use, \u003cb\u003eRAG for Everyone\u003c\/b\u003e walks you step-by-step through the fundamentals, tools, and best practices behind modern augmented generation systems. You'll learn exactly how to give AI access to the right knowledge, reduce hallucinations, and create applications that people can trust.\u003c\/p\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003cp\u003e✔ What RAG actually is - explained in simple, intuitive terms\u003cbr\u003e✔ How to build a complete retrieval pipeline from scratch\u003cbr\u003e✔ Embeddings, chunking, and indexing made beginner friendly\u003cbr\u003e✔ Vector search with FAISS, Chroma, Pinecone, and other tools\u003cbr\u003e✔ How to connect documents, databases, and custom knowledge sources\u003cbr\u003e✔ Techniques for boosting accuracy and improving relevance\u003cbr\u003e✔ How RAG reduces hallucinations and increases explainability\u003cbr\u003e✔ Real-world project examples you can follow and adapt\u003cbr\u003e✔ How to deploy scalable, production-ready RAG applications\u003c\/p\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eComplete beginners curious about AI\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDevelopers and engineers building LLM-powered tools\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eStudents learning modern AI techniques\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eData scientists optimizing model performance\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEntrepreneurs and product builders creating intelligent apps\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAnyone who wants AI systems that are \u003cb\u003eaccurate, traceable, and reliable\u003c\/b\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWhy This Book Works\u003c\/b\u003e\u003cp\u003eMost RAG explanations are too abstract or too complex. This guide is different: \u003cbr\u003eIt's \u003cb\u003esimple\u003c\/b\u003e, \u003cb\u003epractical\u003c\/b\u003e, and \u003cb\u003efocused on real results\u003c\/b\u003e. Every chapter is written to help you understand \u003ci\u003ewhy\u003c\/i\u003e RAG matters and \u003ci\u003ehow\u003c\/i\u003e to apply it immediately.\u003c\/p\u003e\u003cp\u003eIf you've been searching for a beginner-friendly introduction to augmented generation that still delivers professional-level insights, this is the book that finally makes RAG accessible to everyone.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":46861718388887,"sku":"9798277733516","price":1462.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798277733516.webp?v=1769963212","url":"https:\/\/atlanticbooks.com\/products\/rag-for-everyone-a-simple-and-practical-guide-to-augmented-generation-and-building-accurate-explainable-and-knowledge-aware-ai-systems-9798277733516","provider":"Atlantic Books","version":"1.0","type":"link"}