{"product_id":"vector-database-mastery-lian-zhou-9798277971871","title":"Vector Database Mastery: Foundations, Indexing, and Semantic Search with FAISS, Milvus, and Pinecone","description":"Build a solid foundation in AI-powered vector search with \u003cb\u003eVector Database Mastery - Volume 1\u003c\/b\u003e. This book guides engineers, data scientists, and AI enthusiasts through the essentials of vector representations, similarity search, and indexing techniques for scalable retrieval systems.\u003cbr\u003eLearn how to transform text, images, and structured data into high-dimensional vectors and implement efficient search with cosine, Euclidean, and inner product distances. Explore FAISS, Milvus, and Pinecone, and understand the trade-offs between latency, memory, and recall with practical, production-ready Python code.\u003cbr\u003e\u003cb\u003eWhat You'll Learn: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eFundamentals of vector embeddings and similarity search\u003c\/li\u003e\n\u003cli\u003eHigh-dimensional indexing with FAISS HNSW, IVF, and PQ\u003c\/li\u003e\n\u003cli\u003eUsing managed and self-hosted vector databases\u003c\/li\u003e\n\u003cli\u003eBuilding semantic search engines and recommendation systems\u003c\/li\u003e\n\u003cli\u003eMathematical insights behind performance optimization\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eKey Use Cases: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eSemantic search beyond keyword queries\u003c\/li\u003e\n\u003cli\u003ePersonalized recommendations and content retrieval\u003c\/li\u003e\n\u003cli\u003eMultimodal search with text and images\u003c\/li\u003e\n\u003cli\u003eRAG pipelines for AI applications\u003c\/li\u003e\n\u003c\/ul\u003eStart your journey into scalable vector search systems with hands-on examples and theoretical foundations that prepare you for advanced AI retrieval workflows.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Lian Zhou\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798277971871\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/08\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 162\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.64lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.35d","brand":"Lian Zhou","offers":[{"title":"Paperback","offer_id":48460298551551,"sku":"9798277971871","price":15.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_991cb25e-bafa-4493-9598-7c57753f2ce3.jpg?v=1777413830","url":"https:\/\/www.whiterainbookhouse.com\/products\/vector-database-mastery-lian-zhou-9798277971871","provider":"WR Book House","version":"1.0","type":"link"}