The Shape of Data: Vector Databases and the Geometry of Information

Vector databases are gaining popularity recently around the generative AI boom. This talk will introduce the core concept of vector embeddings, explain the unique challenges of high-dimensional data, and explore what makes vector databases different. We’ll examine real-world use cases, compare popular vector databases, and discuss how to perform vector search with a traditional relational databases. This session will provide a concise, practical guide to leveraging vector databases in your projects.