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A Tutorial on Embedding Billions of Videos

July 24, 2026

An inside look at how Sieve embedded one billion videos, from frame deduplication and GPU selection to evaluation, cost tradeoffs, and querying 41 billion vectors at scale.

Reintroducing Sieve

March 4, 2026

How we went from video APIs to supplying multimodal data at petabyte-scale.

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