Understanding VECTOR Data Types
Oracle AI Vector Search Understanding VECTOR Data Types A practical overview of vector data types, SQL usage, and similarity search concepts within Oracle Database. Introduction to Oracle AI Vector Search The release of Oracle Database 23ai marks a paradigm shift in how we handle enterprise data. No longer is Artificial Intelligence a "sidecar" process; with AI Vector Search , the database itself becomes the engine for semantic understanding. At the heart of this revolution is the new, native VECTOR data type. In this article, we will dive deep into the technical specifications, storage formats, and architectural advantages of the VECTOR data type. 1. What is the VECTOR Data Type? A vector is a mathematical representation of unstructured data (text, images, audio, or video) encoded as an array of numbers (dimensions). In Oracle 23ai, the VECTOR data type allows these embeddings to be stored, indexed, and queried using standard SQL. Basic Syntax:...