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AlloyDB ScaNN now scales to 10 billion vectors using a four-level tree (preview) architecture. This reduces search complexity to O(N^1/4) and delivers 51 ms p95 latency with 95% recall. The design also optimizes memory via balanced tree shape and sampling.
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