{"product_id":"retrieval-augmented-generation-in-production-9789819827596","title":"Retrieval Augmented Generation in Production","description":"\u003cp\u003e • Author(s): Xu Jun\u003cbr\u003e • Publisher: World Scientific Publishing Company\u003cbr\u003e • Publisher Imprint: World Scientific Publishing Company\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book is a practical, end-to-end guide to building product-implementation-ready Retrieval-Augmented Generation (RAG) systems for high-stakes domains such as healthcare, finance, education, legal services, and customer support. While Artificial Intelligence (AI) advances rapidly, Large Language Models (LLMs) continue to face challenges with factual consistency and domain-specific accuracy. LLM-based RAG systems address these limitations by integrating live, external knowledge sources to produce grounded, current, and trustworthy outputs.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eReaders are taken through the full RAG pipeline with MLOps\/LLMOps - while tackling 30+ real-world implementation challenges, including data parsing \u0026amp; chunking, prompt rephrasing, retrieval quality, response synthesis, hallucination mitigation, evaluation frameworks, serving \u0026amp; monitoring enhancement, orchestration optimization, and graph-, tabular-, and agentic-RAG patterns. Clear architectures, case studies, and runnable code illustrate how to design, implement, validate, monitor, and scale robust RAG systems.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book also provides a balanced perspective on the current limitations of RAG approaches and their future potential as part of emerging agentic AI ecosystems. Whether you are an engineer, product leader, or researcher, this book equips you to deliver reliable, business-ready AI solutions while staying ahead of rapidly evolving technologies.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"World Scientific Publishing Company","offers":[{"title":"Hardcover","offer_id":47968795197591,"sku":"9789819827596","price":16292.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789819827596.webp?v=1782919423","url":"https:\/\/atlanticbooks.com\/products\/retrieval-augmented-generation-in-production-9789819827596","provider":"Atlantic Books","version":"1.0","type":"link"}