AI-Powered Search

by: Trey Grainger(Author),Doug Tubull(Author),Max Irwin(Author)&0more

Publisher: Manning Publications
Edition:1st

Publication Date: 2 July 2024

Language: English

Print Length: 387 pages

ISBN-10: 161729697X

ISBN-13: 9781617296970

Book Description

Lea everything about the latest machine leaing techniques and create search engines that drive more domain-aware and intelligent search.AI-Powered Search teaches you the latest machine-leaing techniques to create search engines that continuously lea from your users and your content. Written by Trey Grainger, the Chief Algorithms Officer at Lucidworks, this authoritative book empowers you to create and deploy search engines that take advantage of user interactions and hidden semantic relationships.This book is ideal for software developers or data scientists familiar with the basics of search engine development. It will show you ways to create content that will constantly get smarter and automatically deliver better, more relevant search experiences.What's insideReflected intelligence to continually lea and improve search relevancyNatural language search with automatically-leaed knowledge graphsSemantic search, with domain-specific terms, phrases, concepts, and relationshipsPersonalised search, utilising user behavioural signals and leaed user profilesAutomated Leaing to Rank (machine-leaed ranking) from user signalsWord embeddings, vector search, question answering, image and voice search, and other mode search paradigmsAbout the technologyThe search box has become the "de facto" user interface for mode data-driven applications. Users expect the software to fully understand their search inputs, context, and activity and retu the right answers, every time. Fortunately, you no longer need a massive team manually adjusting relevancy parameters to deliver optimal search results. Using the power of AI, you can develop search solutions that dynamically lea from your content and users, constantly getting smarter and delivering better answers.