Python

Vector API

open Factory method that opens a vector index.
ingestion Vector Search ingestion Utilities
index.Index Abstract Vector Index class.

Algorithms

flat_index FlatIndex implementation.
ivf_flat_index IVFFlat Index implementation.
vamana_index Vamana Index implementation.
ivf_pq_index IVFPQ Index implementation.

Object API

object_api.create Creates a new ObjectIndex.
object_api.ObjectIndex An ObjectIndex represents a TileDB Vector Search index that is associated with a
embeddings.ObjectEmbedding Abstract class that can be used to create embeddings for Objects of a specific format.
object_readers.ObjectReader Abstract class that can be used to read Objects from different sources and formats.
object_readers.ObjectPartition Abstract class for capturing object partitions