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In this project, we introduce Visualized-BGE, a universal multi-modal embedding model. By incorporating image token embedding into the BGE Text Embedding framework, Visualized-BGE gains the flexibility to process multi-modal data that goes beyond just text. Visualized-BGE is mainly used for hybrid modal retrieval tasks, including but not limited to:
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- Multi-Modal Knowledge Retrieval (query: text; candidate: image-text pairs, text, or image) e.g. [WebQA](https://github.com/WebQnA/WebQA)
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