{"product_id":"supabase-vector-search-crash-course-steven-j-maranto-9798275319774","title":"Supabase Vector Search Crash Course: Integrate AI, Achieve Lightning-Fast Retrieval, and Simplify Your Data Stack","description":"\u003cp\u003e\u003cb\u003eSupabase Vector Search Crash Course: Integrate AI, Achieve Lightning-Fast Retrieval, and Simplify Your Data Stack\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWhat if your applications could find the right information instantly-no matter how large your dataset grows? What if you could deliver semantic search, AI-powered recommendations, or real-time RAG features without stitching together multiple complex systems? Developers everywhere are facing the same challenge: making search faster, smarter, and easier to build. This book gives you the practical roadmap to achieve exactly that.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSupabase Vector Search Crash Course\u003c\/b\u003e shows you how to build high-performance vector search systems using Supabase, pgvector, and modern embedding models. Written in a clear, hands-on style, this guide helps you move beyond keyword queries and take full advantage of AI-ready vector databases. Instead of abstract theories, you get proven methods, clean explanations, and complete, working code designed for real production environments.\u003c\/p\u003e\u003cp\u003eYou'll learn how to store millions of embeddings, run fast similarity searches, integrate metadata filters, choose the right embedding models, and build full-stack applications powered by vector search. Each chapter focuses on practical results-whether you're creating a RAG chatbot, a recommendation engine, or a scalable search API for your product. With accessible language and step-by-step instruction, you'll gain the confidence to build systems that perform consistently under real-world constraints.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBy the end of this book, you will be able to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eBuild, index, and query vector-powered tables using Supabase and PostgreSQL\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eChoose and apply the right embedding models for text, images, or multimodal search\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eRun fast, accurate hybrid searches combining metadata, filters, and vector similarity\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eConstruct full-stack Next.js and Python applications that integrate AI-based retrieval\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eScale to millions of vectors with optimized indexing, partitioning, and storage patterns\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEnforce strong security with Row-Level Security, restricted RPCs, and safe API key handling\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplement monitoring, optimize performance, and troubleshoot slow or incorrect queries\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eManage schema upgrades, re-embedding processes, and long-term system maintenance\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're a software engineer, data practitioner, or technical founder, this book gives you the skills you need to build modern AI-ready search experiences without unnecessary complexity.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Steven J. Maranto\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798275319774\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/20\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 158\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.63lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.34d","brand":"Steven J. Maranto","offers":[{"title":"Paperback","offer_id":48997250138367,"sku":"9798275319774","price":18.45,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/supabase-vector-search-crash-course-steven-j-maranto-9798275319774","provider":"WR Book House","version":"1.0","type":"link"}