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Samuel Herman

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From Embeddings To Index: A Practitioner's Guide To Domain-Adapted Neural SearchOpenSearchCon Europe 20262026-04-16
Off-the-shelf embeddings lose most relevance on private jargon, costing 40–60% search relevance versus 1–5% ANN indexing loss; the practical pipeline is…
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Vector Search Beyond the Hype: Real-World Implementation and Performance InsightsOpenSearchCon North America 20252025-09-08
Shows concrete outcomes from building the jVector KNN plugin for OpenSearch: inline vectors reduce random IO and often lower latency versus aggressive…
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