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title: Multilingual & Multimodal RAG with LlamaIndex
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weight: 14
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partition: build
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social_preview_image: /documentation/examples/multimodal-search/social_preview.png
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aliases:
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- /documentation/tutorials/multimodal-search-fastembed/
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- /documentation/advanced-tutorials/multimodal-search-fastembed/
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# Multilingual & Multimodal RAG with LlamaIndex
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| Time: 15 min | Level: Beginner |Output: [GitHub](https://github.com/qdrant/examples/blob/master/multimodal-search/Multimodal_Search_with_LlamaIndex.ipynb)|[](https://githubtocolab.com/qdrant/examples/blob/master/multimodal-search/Multimodal_Search_with_LlamaIndex.ipynb) |
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