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The API to incrementally update indices is missing for Python sync API, and possibly others. This makes it hard to keep indices up-to-date.
We also don't have a user guide discussing this. We should demonstrate how to incrementally update indices, and when users should do that versus full re-indexing.
eddyxu
changed the title
Feature: expose optimize_indices method in both Python and VectorDB API
Feature: expose optimize_indices method in both Python and Node APIs
Jul 22, 2024
SDK
Python, Node
Description
The API to incrementally update indices is missing for Python sync API, and possibly others. This makes it hard to keep indices up-to-date.
We also don't have a user guide discussing this. We should demonstrate how to incrementally update indices, and when users should do that versus full re-indexing.
https://lancedb.github.io/lance/api/python/lance.html#lance.dataset.DatasetOptimizer.optimize_indices
And add docs to use this functionality.
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