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vision-language models

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2020-Q1 2026-Q1

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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.