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Notion scaled vector search infrastructure 10x while reducing costs by 90 percent over two years. Migrating to a serverless architecture in May 2024 cut costs 50 percent, then moving to turbopuffer in late 2024 further reduced spending. The team also improved p50 query latency from 70-100ms to 50-70ms.
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