Explore the fundamentals of vector databases and their role in the generative AI landscape through this 27-minute conference talk. Learn about vector embeddings as a core concept and understand the unique challenges presented by high-dimensional data storage and retrieval. Discover what distinguishes vector databases from traditional database systems and examine their practical applications in real-world scenarios. Compare popular vector database solutions and understand how to implement vector search capabilities using conventional relational databases. Gain practical insights into leveraging vector databases effectively in your own projects, with guidance on when and how to integrate these technologies into your data architecture.