The Shape of Data: Vector Databases and the Geometry of Information
Автор: ISTA Conference
Загружено: 2025-11-10
Просмотров: 19
Nikolay Stoitsev
Senior Engineering Manager
StorPool Storage
Nikolay Stoitsev leads the technical organization at the industry-redefining scale-up StorPool. His teams build and operate the blazing fast, highly available, and super scalable distributed storage platform powering critical applications worldwide. Nikolay is obsessed with building great teams and software products. He has worked at Uber, VMware, and startups across different industries. He loves to share knowledge and experience in talks and podcasts.
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.
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