Leveraging Vector Databases for Advanced Search

Learn about vector databases and advanced search capabilities in this 32-minute conference talk from DevOpsDays Tel Aviv. Begin with an introduction to vector embedding fundamentals before exploring various algorithms that power vector search functionality. Discover quantization methods for handling Big Data scenarios and examine different search approaches including hybrid and sparse search techniques. Gain insights into AWS's vector database offerings through practical demonstrations and real-world applications. Master essential concepts for implementing sophisticated search solutions using vector databases in modern applications.