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Unlocking Insights from Multimodal PDFs using OpenSearch and Vision-Language Models
2025-07-17 · 19:40
Praveen Mohan Prasad
– Senior Analytics and AI Specialist
@ AWS
PDFs are packed with text, tables, and images, but extracting insights from them isn’t easy. Traditional methods involve multiple components like OCR and task-specific models—making them complex and hard to scale. Vision-Language Models like ColPali simplify this by representing all modalities in a unified format.In this session, you’ll see how ColPali can be combined with OpenSearch to enable conversational search over rich PDF content. We’ll also showcase a live demo to bring this concept to life. |
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Recherche vectorielle avec OpenSearch : nouveautés, astuces et techniques d'optimisation
2025-07-17 · 19:00
Cédric Pelvet
– Principal WW SSA OpenSearch
@ AWS
Dans cette session, nous allons voir comment fonctionne OpenSearch pour le vector search et quelle stratégie utiliser pour optimiser et gagner en performance et réduire la latence. |
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