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Multimodal RAG powered by Milvus, Visualized BGE model, and GPT-4o.

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Multimodal RAG with Milvus

This tutorial showcases the multimodal RAG powered by Milvus, Visualized BGE model, and GPT-4o. With this system, users are able to upload an image and edit text instructions, which are processed by BGE's composed retrieval model to search for candidate images. GPT-4o then acts as a reranker, selecting the most suitable image and providing the rationale behind the choice. This powerful combination enables a seamless and intuitive image search experience, leveraging Milvus for efficient retrieval, BGE model for precise image processing and matching, and GPT-4o for advanced reranking.

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Multimodal RAG powered by Milvus, Visualized BGE model, and GPT-4o.

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