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Praveen Mohan Prasad

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Beyond Single Vectors: Multi-Vector Search for Enhanced...OpenSearchCon North America 20252025-09-08
Multi-vector late-interaction (ColBERT / ColPaLi) keeps token/patch vectors and uses max-sim token→token scoring, implemented in OpenSearch via nested vector…
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Unlocking Insights From Multimodal PDFs Using OpenSearch and Vision-Language ModelsAI_dev Europe 20252025-08-28
Shows two concrete pipelines: one converts PDF tables/images into text (CSV, captions) and stores Titan embeddings via OpenSearch ingest pipelines; the other…
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Rediscover your keyword search: Expand, Enrich and RewriteBerlin Buzzwords 20242024-06-09
Shows practical steps to get semantic ranking without full vector search by adding three concrete pieces: neural sparse (SPLADE/OpenSearch) expansion to…
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