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

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Visual Interpretability of ColPali	Learn how to visualize and interpret ColPali embeddings to understand what the model focuses on in images.	3

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

Visual Interpretability of ColPali

One of ColPali's powerful features is visual interpretability. You can see exactly which parts of a document the model focuses on during retrieval, helping you debug search results and understand model behavior.

This transparency is invaluable for building trust in multi-modal search systems and improving retrieval quality.

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With a solid understanding of ColPali, let's start building a real application in Module 3.