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PQ Support for Dynamic Index #521

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PQ Support for Dynamic Index #521

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  • Does this PR have a descriptive title that could go in our release notes?
  • Does this PR add any new dependencies?
  • Does this PR modify any existing APIs?
    • Is the change to the API backwards compatible?
  • Should this result in any changes to our documentation, either updating existing docs or adding new ones?

Reference Issues/PRs

Support PQ with dynamic index. This implementation is a trail to hold both PQ and Full Precision vectors in memory. Search and insert will be based on PQ vector, where Full Precision vector is just stored as reference.

What does this implement/fix? Briefly explain your changes.

Any other comments?

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