Beyond Raw Context Transfer: Representation-based Federated Retrieval-Augmented Generation
FedRepRAG is proposed, a decentralized RAG framework that keeps raw documents at their owning clients and exchanges only compact latent representations during cross-client retrieval, and provides an effective and efficient framework for federated RAG without transferring raw retrieved content.
Can Peng, Yu Liu, Ying-Yu Yang et al.
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