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Assess the opportunity to improve performance through parallelization #9

@nicolassidoux

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@nicolassidoux

Description of feature

The query to FAISS index with index.search could be parallelized.

  • Check if FAISS supports parallelization
  • Implement it with numba (multiprocessing shows a weird platform-dependant behavior)
  • Check if it really brings an improvement worth the extra complexity
  • Profit

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