{"product_id":"ai-powered-search-trey-grainger-9781617296970","title":"AI-Powered Search","description":"\u003cb\u003eBuild search engines powered by the latest machine learning techniques and large language models.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eAI-Powered Search\u003c\/i\u003e shows you how to build cutting-edge search engines that continuously learn from both your users and your content and drive more domain-aware and intelligent search. \u003cp\u003e\u003c\/p\u003eInside you'll learn modern, data-science-driven search techniques like: \u003cp\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eSemantic search using dense vector embeddings from foundation models\u003c\/li\u003e \u003cli\u003eRetrieval augmented generation\u003c\/li\u003e \u003cli\u003eQuestion answering and summarization combining search and LLMs\u003c\/li\u003e \u003cli\u003eFine-tuning transformer-based LLMs\u003c\/li\u003e \u003cli\u003ePersonalized search based on user signals and vector embeddings\u003c\/li\u003e \u003cli\u003eCollecting user behavioral signals and building signals boosting models\u003c\/li\u003e \u003cli\u003eSemantic knowledge graphs for domain-specific learning\u003c\/li\u003e \u003cli\u003eImplementing machine-learned ranking models (learning to rank)\u003c\/li\u003e \u003cli\u003eBuilding click models to automate machine-learned ranking\u003c\/li\u003e \u003cli\u003eGenerative search, hybrid search, and the search frontier\u003c\/li\u003e \u003c\/ul\u003e \u003cbr\u003eToday's search engines are expected to be smart, understanding the nuances of natural language queries, as well as each user's preferences and context. This book empowers you to build search engines that take advantage of user interactions and the hidden semantic relationships in your content to automatically deliver better, more relevant search experiences. You'll even learn how to integrate large language models (LLMs) like GPT and other foundation models to massively accelerate the capabilities of your search technology. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003ci\u003eAI-Powered Search\u003c\/i\u003e is a hands-on guide to applying leading-edge data science techniques to search. It teaches you how to build search engines that automatically understand the intent of your users' queries in order to deliver significantly more relevant search results. \u003cp\u003e\u003c\/p\u003eYou'll use LLMs for embeddings, question answering, and results summarization, as well as learning how to fine tune them for the best results. Working through code in interactive notebooks, you'll deploy intelligent AI-powered search systems that deliver real-time personalization and contextual understanding of each user, domain, and query through a self-learning search platform that continuously learns from evolving content and user interactions. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e For software developers and data scientists familiar with the basics of search engine technology. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the author\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003eTrey Grainger\u003c\/b\u003e is the Founder of Searchkernel (AI-powered search), CTO of Presearch (decentralized web search), and former Chief Algorithms Officer and SVP of Engineering at Lucidworks (ecommerce, site, and enterprise search). Trey also co-authored Solr in Action (Manning 2014). \u003cp\u003e\u003c\/p\u003e\u003cb\u003eDoug Turnbull\u003c\/b\u003e is a Principal Engineer at Reddit (social discussion search), former Staff Relevance Engineer at Spotify (Ecommerce Search) and is the former Chief Technical Officer at OpenSource Connections. Doug also co-authored Relevant Search (Manning 2016). \u003cp\u003e\u003c\/p\u003e\u003cb\u003eMax Irwin\u003c\/b\u003e is the Founder of Max.io (AI model scaling) and former Managing Consultant at OpenSource Connections (search relevance consulting).\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Trey Grainger, Doug Turnbull, Max Irwin\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 161729697X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781617296970\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manning Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/27\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 387\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.85lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.38w x 0.81d","brand":"Trey Grainger","offers":[{"title":"Paperback","offer_id":44079826567423,"sku":"9781617296970","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_59d4857b-ea7a-4d21-ab9a-56f136db0ac7.jpg?v=1685483367","url":"https:\/\/www.whiterainbookhouse.com\/products\/ai-powered-search-trey-grainger-9781617296970","provider":"WR Book House","version":"1.0","type":"link"}