• ColPali — Seeing beyond words in document search

  • Sep 29 2024
  • Durée: 9 min
  • Podcast

ColPali — Seeing beyond words in document search

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  • Résumé

  • In this episode of UnfoldAI, we dive deep into ColPali, a groundbreaking AI system that's transforming how we search and understand documents. We explore how ColPali combines advanced language processing with visual comprehension to decode not just text, but charts, diagrams, and document layouts.

    Learn about the innovative "late interaction" technique that allows ColPali to make connections between text and visuals in real-time, and discover how multi-vector embeddings enable lightning-fast, context-aware search across vast document collections. We discuss ColPali's performance on the ViDoRe benchmark and its potential to revolutionize fields like academic research and healthcare.


    Full article: https://unfoldai.com/colpali/
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