{"product_id":"scaling-search-and-retrieval-for-nicholas-knize-9798341669017","title":"Scaling Search and Retrieval for Contextual AI: From Data Structures to Distributed Systems","description":"\u003cp\u003eAI models are only as good as the context they can retrieve. Without the right data at the right moment, even the most powerful models fail. You might even say that search and retrieval is the most important layer of the AI stack.\u003c\/p\u003e \u003cp\u003e\u003cem\u003eScaling Search and Retrieval for Contextual AI\u003c\/em\u003e is your guide to designing modern search infrastructure for contextual AI. Written by Nicholas Knize, the creator of AWS OpenSearch, this book explores the full lifecycle of search systems--from indexing and query execution to sharding, vector search, hybrid retrieval, and real-world AI integration.\u003c\/p\u003e \u003cp\u003eWhat makes this book unique is its systems-first, vendor-neutral approach. Rather than explaining how to operate existing tools, it teaches you how to build the tools themselves. Whether you're modernizing an aging cluster, integrating RAG into your LLM pipeline, or simply trying to understand what makes search and retrieval tick, this is your blueprint.\u003c\/p\u003e \u003cul\u003e \u003cli\u003eArchitect search and retrieval systems that enable scalable, performant, and secure AI inference\u003c\/li\u003e \u003cli\u003eNavigate the trade-offs between indexing and retrieval models\u003c\/li\u003e \u003cli\u003eApply proven patterns to build fault-tolerant, efficient search infrastructure\u003c\/li\u003e \u003cli\u003eSupport hybrid and AI-native workloads with structured, unstructured, and vector data\u003c\/li\u003e \u003cli\u003eOptimize performance, storage, and resilience across varied deployment topologies and constraints\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nicholas Knize\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798341669017\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/02\/2027\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 350\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Nicholas Knize","offers":[{"title":"Paperback","offer_id":48997904941311,"sku":"9798341669017","price":59.99,"currency_code":"USD","in_stock":false}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/scaling-search-and-retrieval-for-nicholas-knize-9798341669017","provider":"WR Book House","version":"1.0","type":"link"}