{"product_id":"vector-databases-for-developers-kenneth-w-moe-9798294333560","title":"Vector Databases for Developers: Hands-On Implementation of Embedding-Based Search Engines and LLM Retrieval with Python and FastAPI","description":"\u003cp\u003e\u003cb\u003eUnlock the Power of Vectors in AI Applications\u003c\/b\u003e\u003cbr\u003eDiscover how modern developers are building intelligent search and retrieval systems with embeddings, vector databases, and Python-powered APIs.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003eVector databases are at the heart of AI-native applications from semantic search to RAG-powered LLM systems. This hands-on guide empowers developers to build real-world, production-ready vector search engines using Python, FastAPI, and open-source tools.\u003c\/p\u003e\u003cp\u003eInside, you'll learn how to generate embeddings, store them efficiently, and build scalable retrieval systems using top-tier vector databases like FAISS, Qdrant, Milvus, and Pinecone. Through structured chapters and practical code examples, the book walks you through indexing strategies, similarity search, LLM integration, and full-stack deployment all from a developer's perspective.\u003c\/p\u003e\u003cp\u003eWhether you're developing custom search engines, recommendation systems, or AI chatbots, this book offers the practical foundation and tools you need to confidently implement vector-based solutions in your software projects.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eStep-by-step tutorials on FAISS, Qdrant, Weaviate, Milvus, and Pinecone\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild and deploy LLM-integrated search pipelines using FastAPI\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMaster embedding generation with Hugging Face and OpenAI\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesign scalable architectures for production-ready retrieval systems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHands-on examples with code that's ready to adapt and extend\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eStart developing the next generation of AI-powered applications. \u003ci\u003eGrab your copy\u003c\/i\u003e \u003ci\u003eof\u003c\/i\u003e \"\u003cb\u003eVector Databases for Developers\u003c\/b\u003e\" \u003ci\u003etoday\u003c\/i\u003e!\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Kenneth W. Moe\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798294333560\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/26\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 150\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.60lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.32d","brand":"Kenneth W. Moe","offers":[{"title":"Paperback","offer_id":48175737831679,"sku":"9798294333560","price":17.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_11a00170-c821-4a21-9acc-295ca1e03930.jpg?v=1771335596","url":"https:\/\/www.whiterainbookhouse.com\/products\/vector-databases-for-developers-kenneth-w-moe-9798294333560","provider":"WR Book House","version":"1.0","type":"link"}