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Adds or updates vector embeddings in the index. If an item already exists at id, then it will be overwritten.

Parameters

For more info on metadata, see Metadata Filtering.

Exceptions

  • Throws if vector dimensions are incompatible with the index configuration.
  • Throws if index was not created or loaded yet.
  • Throws if there is a mismatch between the number of vectors, ids, contents or metadata.
  • Throws if the vectors could not be upserted.

Example Usage