landing_page/qdrant-landing/content/course/multi-vector-search/module-2/_index.md

title, short_description, description, isLesson, weight

title	short_description	description	isLesson	weight
Module 2: Multi-Vector Representations for Multi-Modal Data	Module 2: extend multi-vector search to images and PDFs with ColPali, vision-language models, and visual interpretability.	Explore multi-modal multi-vector search with ColPali. Learn how to search across images and text, and configure Qdrant for multi-vector embeddings.	true	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.