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Update engine for version 2.19 or above #2498

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VijayanB
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@VijayanB VijayanB commented Feb 6, 2025

Description

We changed default engine from NMSLIB to FAISS on 2.18. Hence, for use case where mode is not configured and compression is 1x or undefined we default to nmslib since cosine similarity was not supported. From 2.19, we added support to cosine, so, we can now change it to faiss for no compression or 1x compression to align with our strategy on deprecating nmslib in future releases.

Related Issues

Resolves #[Issue number to be closed when this PR is merged]

Check List

  • New functionality includes testing.
  • New functionality has been documented.
  • API changes companion pull request created.
  • Commits are signed per the DCO using --signoff.
  • Public documentation issue/PR created.

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
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LGTM

@kotwanikunal
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@VijayanB Can you please rebase your branch?

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