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Cloud & Infrastructure · · 7 min read

Semantic aggregation over millions of rows in BigQuery with AI.AGG

For more than a decade, BigQuery has helped set standards for structured data aggregation, calculating financial sums, counting active users, and computing historical averages at a petabyte scale in seconds. But as modern enterprises become inundated with unstructured data — application logs, customer service transcripts, product imagery, and diagnostic reports — a critical gap has emerged. Historically, relational…

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