A team compares exact vector search with an approximate vector index. Which trade-off should it understand?

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  1. Approximate search always guarantees every exact nearest neighbor
  2. Exact search means no distance comparison is performed
  3. Vector indexes remove the need for compatible query embeddings
  4. Approximate search can improve search efficiency while trading off some retrieval accuracy

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