{ "item_title" : "The Vector Database Handbook", "item_author" : [" Thompson Carter Carter "], "item_description" : "Traditional databases store data. Vector databases understand it.Semantic search, recommendations, and AI-powered retrieval systems all rely on vector databases. This book provides a clear, beginner-friendly introduction to vector databases and shows how tools like Pinecone, Milvus, and Weaviate power modern AI applications.If you want to build systems that search by meaning instead of keywords, this book is your starting point.What You'll Learn in This BookWhat vector databases are and why they matter How embeddings enable semantic searchCore concepts behind similarity searchPractical use cases for AI and LLM applicationsHow Pinecone, Milvus, and Weaviate compareWhen to use managed vs. self-hosted solutionsDesigning scalable retrieval systems for real projectsNo prior experience with vector databases is required.Who This Book Is ForThis guide is ideal for: Beginners in AI and machine learningSoftware developers and data engineersDevelopers building LLM-powered applicationsData scientists exploring semantic searchStartup founders and product buildersBasic programming knowledge is helpful but not required.Why Vector Databases MatterKeyword search breaks down when data grows complex.Vector databases enable systems to: Search by meaning and contextPower retrieval-augmented generation (RAG)Scale AI-driven recommendationsHandle unstructured data efficientlyThis book explains these ideas clearly, practically, and without unnecessary math.", "item_img_path" : "https://covers1.booksamillion.com/covers/bam/9/79/824/219/9798242198012_b.jpg", "price_data" : { "retail_price" : "19.99", "online_price" : "19.99", "our_price" : "19.99", "club_price" : "19.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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