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The Explosion of Vector Databases in AI Workflows
This chapter explores the growing interest in vector databases and their applications in AI workflows, discussing the combination of vector databases with large language models to enable querying data by natural language. It also delves into the trade-offs between existing databases and purpose-built vector databases, highlighting the scalability, efficiency, and technological advantages of purpose-built solutions.