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README.md
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[](https://github.com/adithya-s-k/colpali)
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[](https://huggingface.co/Cognitive-Lab/NetraEmbed)
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[](https://www.cognitivelab.in/blog/introducing-netraembed)
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[](https://
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**NetraEmbed** is a state-of-the-art multilingual multimodal embedding model for visual document retrieval with Matryoshka representation learning, powered by the Gemma3 backbone.
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[](https://github.com/adithya-s-k/colpali)
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[](https://huggingface.co/Cognitive-Lab/NetraEmbed)
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[](https://www.cognitivelab.in/blog/introducing-netraembed)
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[](https://huggingface.co/spaces/AdithyaSK/NetraEmbed)
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**NetraEmbed** is a state-of-the-art multilingual multimodal embedding model for visual document retrieval with Matryoshka representation learning, powered by the Gemma3 backbone.
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