Two teams produce document embeddings with different models. Before directly comparing those vectors, what should a practitioner check?

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  1. Whether the vectors use a compatible embedding space and representation
  2. Whether the documents have matching display names
  3. Whether all model metadata can be discarded
  4. Whether the vectors were generated on the same weekday

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