{"product_id":"mastering-retrieval-augmented-generation-build-smarter-ai-systems-by-combining-knowledge-retrieval-with-next-level-language-generation-9798246166789","title":"Mastering Retrieval-Augmented Generation: Build Smarter AI Systems by Combining Knowledge Retrieval with Next-Level Language Generation","description":"\u003cp\u003e • Author(s): Raymond Tech\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eUnlock the full potential of AI-driven intelligence and transform your applications from simple chatbots into authoritative knowledge engines with the most comprehensive guide to RAG ever written. \u003cb\u003eMastering Retrieval-Augmented Generation\u003c\/b\u003e is the definitive all-in-one resource for designing, deploying, and scaling high-precision AI systems.\u003c\/p\u003e\u003cp\u003eWhether you are an AI engineer looking to eliminate hallucinations or a developer building your first context-aware application, this book provides a rigorous, step-by-step journey from vector embeddings to autonomous agents. Inside, you'll discover how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eIngest and Refine Data: \u003c\/b\u003e Master the art of layout-aware parsing, cleaning, and semantic chunking to ensure your AI always works with high-fidelity information.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eArchitect Superior Retrieval: \u003c\/b\u003e Implement hybrid search, query transformations (HyDE, Multi-Query), and two-stage re-ranking to achieve surgical precision in data discovery.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eOptimize the Generator: \u003c\/b\u003e Design advanced prompt templates and manage expanding context windows to produce grounded, verifiable responses with robust source attribution.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eBuild Agentic Workflows: \u003c\/b\u003e Transition from static pipelines to autonomous agents capable of multi-step reasoning, self-correction, and tool usage.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eEvaluate and Monitor: \u003c\/b\u003e Deploy the \"RAG Triad\" (Faithfulness, Relevance, Precision) and use LLM-as-a-judge frameworks to maintain production-grade reliability.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eFuture-Proof Your Skills: \u003c\/b\u003e Explore the cutting edge of GraphRAG, Multimodal retrieval, and Long-Context window management.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eUnlike abstract research papers or basic online tutorials, this book delivers a complete mastery path-blending deep architectural theory with hands-on implementation patterns used by real-world AI experts. By the end, you won't just \"use\" RAG; you'll architect it as a strategic engine for enterprise innovation and accuracy.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47570825773207,"sku":"9798246166789","price":1880.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798246166789.webp?v=1774884509","url":"https:\/\/atlanticbooks.com\/products\/mastering-retrieval-augmented-generation-build-smarter-ai-systems-by-combining-knowledge-retrieval-with-next-level-language-generation-9798246166789","provider":"Atlantic Books","version":"1.0","type":"link"}