作者位次 #2/6SIGIR 2026Oral· Information Retrieval (Full)
SRAG: A Lightweight and Specialized Retrieval-augmented Generation System at the Edge
Ruikun Luo · Zihan Xing · Lin Gu · Song Wu · Hai Jin · Xiaoyu Xia
摘要
Retrieval-augmented generation (RAG) has shown strong potential for deploying large language models at the edge, yet existing designs largely rely on generic and monolithic knowledge bases that are poorly matched to the heterogeneous queries and resource-constrained edge computing environments. T...