---
title: "Module 2: Multi-Vector Representations for Multi-Modal Data"
description: "Explore multi-modal multi-vector search with ColPali. Learn how to search across images and text, and configure Qdrant for multi-vector embeddings."
isLesson: true
weight: 30
---

{{< date >}} Module 2 {{< /date >}}

# 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.