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Private Retrieval Augmented Generation via Random Projection

Yao, Dixi et al.
arXiv (All) · Papers
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artificial-intelligencecryptography-and-security
Retrieval-Augmented Generation (RAG) enhances the capabilities of large language models (LLMs) by querying external structured knowledge. However, it can also introduce privacy risks by leaking sensitive information from the retrieval datastore. We propose a simple method to preserve datastore priva
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