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Building the Scalable Min-views Pipeline with HAMSA
Abstract
Design walkthrough of HAMSA — vector-similarity-search for candidate generation in a high-throughput short-video feed. Covered the index layout, sharding, cold-start handling, and the migration that moved candidate generation from ANN-over-KVs to a purpose-built serving tier.
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