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[](https://github.com/adithya-s-k/colpali)
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[](https://huggingface.co/Cognitive-Lab/ColNetraEmbed)
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[](https://www.cognitivelab.in/blog/introducing-netraembed)
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[](https://
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**ColNetraEmbed** is a state-of-the-art multilingual multimodal embedding model for visual document retrieval, powered by the Gemma3 backbone and using Colbert-style multi-vector representations.
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[](https://github.com/adithya-s-k/colpali)
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[](https://huggingface.co/Cognitive-Lab/ColNetraEmbed)
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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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**ColNetraEmbed** is a state-of-the-art multilingual multimodal embedding model for visual document retrieval, powered by the Gemma3 backbone and using Colbert-style multi-vector representations.
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