Vector Search and the Convergent Database

This talk introduces the concept of the convergent database: a single platform that handles relational, document, graph, spatial, and AI vector workloads together, with consistent transactions and one security model. A key focus is vector search, which allows applications to find data based on meaning rather than exact keywords, enabling more intelligent, context-aware queries. Using Oracle 26ai as the primary example, the session walks through how bringing vector search and operational data together in one place unlocks new possibilities for AI-powered applications without the complexity of managing multiple specialized systems.

The discussion will be lead by Robert Riley, AI Engineer at Oracle https://www.linkedin.com/in/rriley99/