Two software services need embeddings with a stable numerical shape. Which integration check should run before accepting a new encoder release?

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  1. Assume every embedding model uses the same vector length.
  2. Check only that the release date is newer.
  3. Check output dimension, preprocessing, model version, and compatibility with the existing index.
  4. Remove all version information from deployment records.

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