1. Oracle AI Vector Search User's Guide
  2. Use SQL Functions for Vector Operations
  3. Chunking and Vector Generation Functions

Chunking and Vector Generation Functions

Oracle AI Vector Search offers Vector Utilities, which provide the VECTOR_CHUNKS and VECTOR_EMBEDDING SQL functions for chunking data and generating vector embedding, respectively.

  • VECTOR_CHUNKS
    Use VECTOR_CHUNKS to split plain text into smaller chunks to generate vector embeddings that can be used with vector indexes or hybrid vector indexes.
  • VECTOR_EMBEDDING
    Use VECTOR_EMBEDDING to generate a single vector embedding for different data types using embedding or feature extraction machine learning models.

Related Topics

Parent topic: Use SQL Functions for Vector Operations