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[Tutorial] Building a Visual Document Retrieval Pipeline with ColPali and Late Interaction Scoring
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This tutorial demonstrates building a visual document retrieval pipeline using ColPali technology. The guide focuses on creating a robust setup by resolving dependency conflicts and ensuring environmental stability. PDF pages are converted to images, embedded using ColPali's multi-vector representations, and processed through late-interaction scoring to identify the most relevant pages for retrieval tasks.
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