A Cosmos-backed AI application stores embeddings and performs similarity retrieval. Which relationship must be maintained?

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  1. Stored and query vectors must use compatible representations and configured dimensions
  2. Every query can use an arbitrary unrelated embedding model
  3. A high model temperature substitutes for a vector index
  4. Vector dimensions should change randomly per item

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