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context-aware-generation

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RazerArdi / Knowledge-Infused-Multimodal-Retrieval-A-RAG-Based-Approach-for-Context-Aware-Image-Understanding

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A modular RAG-based framework for image retrieval and context-aware generation using visual and textual queries. Combines pretrained encoders, vector search, and generative models. Evaluated on Flickr30k for captioning and retrieval tasks.

deep-learning transformers pytorch image-captioning image-retrieval multimodal faiss rag vision-language flickr30k generative-ai context-aware-generation
  • Updated Dec 22, 2025
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