RAGPerf: An End-to-End Benchmarking Framework for Retrieval-Augmented Generation Systems

Shaobo Li, Yirui Zhou, Yuan Xu +5

We present the design and implementation of a RAG-based AI system benchmarking (RAGPerf) framework for characterizing the system behaviors of RAG pipelines. To facilitate detailed…