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