[Feature Request] integrate faiss

[zjrwtx]

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Motivation

we need more efficient similarity search and clustering of dense vectors:
https://github.com/facebookresearch/faiss

Solution

No response

Alternatives

No response

Additional context

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[mohamadkav]

For GPU implementation, we need to create another task for the CI/CD changes.