> Explore Qdrant's agent skills catalog at https://skills.qdrant.tech/
> Search the documentation at https://skills.qdrant.tech/search?query=your+query+here
> Use this file to discover all available pages: https://qdrant.tech/llms.txt

<div class="date">
  <img class="date-icon" src="/icons/outline/date-blue.svg" alt="Calendar" />  Module 2 
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# Multi-Vector Representations for Multi-Modal Data

Extend multi-vector representations beyond text to unlock powerful multi-modal search capabilities.

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## Today's path

1. How ColPali Models Work
2. ColPali Family Overview
3. Visual Interpretability of ColPali

You'll learn to build multi-modal search systems that understand both images and text.