Oracle Vector Search

Oracle AI Vector Search integrates high-performance semantic search directly into the converged Oracle Database 23c ecosystem.

Oracle AI Vector Search eliminates the need for specialized niche databases by embedding vector processing into the existing SQL engine. It introduces the VECTOR data type and specialized HNSW and IVF indexes to handle massive datasets alongside structured business data. By executing vector similarity searches within a single transaction (ACID compliant), developers can build RAG applications that combine private enterprise data with LLMs without complex data movement. This architecture supports billions of vectors and leverages existing security protocols like Virtual Private Database for immediate, enterprise-grade deployment.

https://www.oracle.com/database/vector-search/