{"product_id":"mastering-retrieval-augmented-generation-rag-derek-langford-9798296901736","title":"Mastering Retrieval-Augmented Generation (RAG): Build and Deploy RAG Systems with Vector Databases, Hybrid Search, and LLM Pipelines","description":"\u003cp\u003eUnlock the full power of large language models with \u003cb\u003eMastering Retrieval-Augmented Generation (RAG)\u003c\/b\u003e. This hands-on guide walks you through building production-grade RAG systems that fuse transformer-based LLMs with cutting-edge vector databases, keyword-and-semantic hybrid search, and custom pipelines. You'll start by mastering the core concepts of retrieval vs. generation, then dive into real-world tools-LlamaIndex, LangChain, Pinecone, Weaviate, and ChromaDB-to index, retrieve, and refine context at scale.\u003c\/p\u003e\u003cp\u003eEach chapter is packed with proven recipes and end-to-end projects: from a legal-document QA assistant to a personalized news summarizer and a compliant healthcare chatbot. Learn how to optimize context injection, implement PEFT\/LoRA fine-tuning, safeguard data privacy (GDPR\/HIPAA), and deploy auto-scaling microservices with CI\/CD. Detailed performance-tuning, monitoring strategies, and cost-management best practices ensure you deliver low-latency, high-accuracy applications.\u003c\/p\u003e\u003cp\u003eWhether you're an ML engineer, data scientist, or technical lead, this book arms you with the architecture patterns, code examples, and operational know-how to launch RAG-powered AI applications that users love-and trust. Dominate the RAG niche on Amazon and in production.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Derek Langford\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798296901736\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/06\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 150\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.46lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.32d","brand":"Derek Langford","offers":[{"title":"Paperback","offer_id":47474498601215,"sku":"9798296901736","price":15.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0838790d-31ba-417f-9f8a-d66b5e509531.jpg?v=1762317118","url":"https:\/\/www.whiterainbookhouse.com\/products\/mastering-retrieval-augmented-generation-rag-derek-langford-9798296901736","provider":"WR Book House","version":"1.0","type":"link"}