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Course modules division
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title: "Module 2: Multi-Vector Representations for Multi-Modal Data"
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description: Explore multi-modal multi-vector search with ColPali. Learn how to search across images and text, and configure Qdrant for multi-vector embeddings.
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isLesson: true
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weight: 30
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{{< date >}} Module 2 {{< /date >}}
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# Multi-Vector Representations for Multi-Modal Data
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Extend multi-vector representations beyond text to unlock powerful multi-modal search capabilities.
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## Today's path
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1. ColPali Family Overview
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2. How ColPali Models Work
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3. Visual Interpretability of ColPali
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4. Configuring Qdrant for Multi-Vector Embeddings
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You'll learn to build multi-modal search systems that understand both images and text.
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