Oracle Agentic AI for Database
1. What Oracle AI Vector Search Is Oracle AI Vector Search stores vector embeddings alongside relational business data and searches by semantic meaning using SQL. It avoids a separate vector store while retaining database security, transactions, and scalability. Concept Brief explanation Vector An ordered list of numbers representing an item in multidimensional space. Embedding A vector produced by an embedding model that captures semantic meaning. Semantic search Finds conceptually related items even when exact keywords are different. SQL-native search Uses VECTOR_DISTANCE() with ordinary SELECT, WHERE, ORDER BY, and FETCH clauses. 2. Why Vector Search Keyword search Vector search Matches literal words or patterns. Matches meaning and context. “canine” may not match text containing only “dog”....