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qdrant-landing/content/documentation/tutorials/multimodal-search-fastembed.md
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# Multimodal Search with Qdrant and FastEmbed
| Time: 15 min | Level: Beginner | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1prS561Vqqh1p6v_5wUsaHwIBfbZhePNb#scrollTo=cR2a4cWcHxc3) |
| --- | ----------- | ----------- |
| Time: 15 min | Level: Beginner |Output: [GitHub](https://github.com/qdrant/examples/blob/master/multimodal-search/Multimodal_Search_with_FastEmbed.ipynb)|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/qdrant/examples/blob/master/multimodal-search/Multimodal_Search_with_FastEmbed.ipynb) |
| --- | ----------- | ----------- | ----------- |
In this tutorial, you will set up a simple Multimodal Image & Text Search with Qdrant & FastEmbed.