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Description
Vector Databases: A Practical IntroductionIn this hands on guide, author Nitin Borwankar takes you through the why, what, and how of vector databases, starting with the basic theory behind vector embeddings and progressing to building applications with real world tools. Youll learn about Word2vec, how to convert open source SQL databases like SQLite3 and PostgreSQL into vector databases, and integrate them into retrieval augmented generation (RAG) applications. Whether youre a Python
In this hands-on guide, author Nitin Borwankar takes you through the “why, what, and how” of vector databases, starting with the basic theory behind vector embeddings and progressing to building applications with real-world tools. You’ll learn about Word2vec, how to convert open source SQL databases like SQLite3 and PostgreSQL into vector databases, and integrate them into retrieval-augmented generation (RAG) applications. Whether you’re a Python developer, data engineer, or ML practitioner, this book gives you the foundation to leverage vector databases confidently in your AI projects.
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