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A team compares exact vector search with an approximate vector index. Which trade-off should it understand?
Published
- Approximate search always guarantees every exact nearest neighbor
- Exact search means no distance comparison is performed
- Vector indexes remove the need for compatible query embeddings
- Approximate search can improve search efficiency while trading off some retrieval accuracy
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