Vector Search with JavaScript: Build Intelligent Search Systems with AI
暫譯: 使用 JavaScript 的向量搜尋:構建智能搜尋系統與 AI

Greenberg, Ben

  • 出版商: Pragmatic Bookshelf
  • 出版日期: 2025-11-04
  • 售價: $1,570
  • 貴賓價: 9.5$1,492
  • 語言: 英文
  • 頁數: 136
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798888651735
  • ISBN-13: 9798888651735
  • 相關分類: JavaScript推薦系統
  • 海外代購書籍(需單獨結帳)

商品描述

Cut through the complexity and apply AI-driven vector search strategies to deliver smarter, more intuitive search experiences that keep users engaged.


Make search results smarter and more useful for everyday users and deliver more relevant results with vector search. Go beyond keyword matching to build search experiences that understand meaning, context, and similarity. Use AI-powered techniques to create recommendation systems, personalized search, and content discovery tools. Implement vector search from the ground up with step-by-step guidance, real-world examples, and hands-on coding. Generate embeddings, construct vector indexes, and optimize search accuracy with practical methods that integrate seamlessly into JavaScript applications. Whether refining an existing project or developing a new one, unlock the power of AI-driven search to create smarter, more intuitive user experiences.


Stop relying on outdated search methods. Deploy vector search and deliver smarter, more intuitive search experiences that keep users engaged. This comprehensive guide takes a deep dive into the world of vector search, offering a hands-on approach for developers looking to bring AI-powered utility and precision into their projects. This book demystifies the core concepts of vector search, making them accessible and practical -- and you don't need a background in math to learn vector search techniques!

Revolutionize search with AI-powered techniques that go beyond simple keyword matching. Implement vector search to build applications that understand intent, meaning, and similarity. Generate embeddings, construct efficient vector indexes, and power recommendation systems, personalized search, and content discovery tools. Master practical techniques to integrate vector search into JavaScript applications with real-world examples and step-by-step tutorials.

Cut through the complexity and apply AI-driven search strategies to create better user experiences. Use vector search to return more relevant results, surface hidden insights, and handle ambiguous queries with greater precision. Build scalable, high-performance search systems that enhance products across industries, from e-commerce and media to finance and healthcare.

What You Need:

To get the most out of this book, you'll need a basic understanding of JavaScript and Node.js, as all examples are written in this language. While familiarity with data structures and algorithms is helpful, these concepts are explained in the book for those who need a refresher. Experience with command-line interfaces (CLI) and the terminal will also be useful as you work through the examples.


商品描述(中文翻譯)

切割複雜性,應用 AI 驅動的向量搜尋策略,提供更智能、更直觀的搜尋體驗,讓使用者保持參與感。

使搜尋結果對日常使用者更智能且更有用,並透過向量搜尋提供更相關的結果。超越關鍵字匹配,建立理解意義、上下文和相似性的搜尋體驗。使用 AI 驅動的技術來創建推薦系統、個性化搜尋和內容發現工具。從基礎開始實施向量搜尋,提供逐步指導、實際範例和動手編碼。生成嵌入、構建向量索引,並使用實用方法優化搜尋準確性,這些方法能無縫整合到 JavaScript 應用程式中。無論是精煉現有專案還是開發新專案,釋放 AI 驅動搜尋的力量,創造更智能、更直觀的使用者體驗。

停止依賴過時的搜尋方法。部署向量搜尋,提供更智能、更直觀的搜尋體驗,讓使用者保持參與感。本綜合指南深入探討向量搜尋的世界,為希望將 AI 驅動的實用性和精確性帶入專案的開發者提供動手實作的方法。本書揭開向量搜尋的核心概念,使其變得易於理解和實用——而且您不需要數學背景就能學習向量搜尋技術!

用 AI 驅動的技術徹底改變搜尋,超越簡單的關鍵字匹配。實施向量搜尋以構建理解意圖、意義和相似性的應用程式。生成嵌入、構建高效的向量索引,並驅動推薦系統、個性化搜尋和內容發現工具。掌握實用技術,將向量搜尋整合到 JavaScript 應用程式中,並提供實際範例和逐步教程。

切割複雜性,應用 AI 驅動的搜尋策略,創造更好的使用者體驗。使用向量搜尋返回更相關的結果,挖掘隱藏的見解,並以更高的精確度處理模糊查詢。構建可擴展的高效能搜尋系統,提升各行各業的產品,從電子商務和媒體到金融和醫療保健。

您需要的條件:

為了充分利用本書,您需要對 JavaScript 和 Node.js 有基本的了解,因為所有範例都是用這種語言編寫的。雖然熟悉資料結構和演算法會有所幫助,但本書會為需要複習的人解釋這些概念。使用命令列介面 (CLI) 和終端機的經驗也會在您進行範例時有所幫助。