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Enable Multi-vector indexing support #1019

@suhasjs

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@suhasjs

Support the following:

  • Quantizers for multi-vector representations -- Mean-pool, 1-bit Spherical Quantizer
  • Build and search for multi-vector diskann index + re-rank
  • Easily configured benchmark harness to choose quantized/full-precision modes for index build, query and re-rank phases

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enhancementNew feature or requestrustPull requests that update rust code
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