Retrieval-Augmented Generation with Covariate Time Series

Kenny Ye Liang, Zhongyi Pei, Huan Zhang +3

While RAG has greatly enhanced LLMs, extending this paradigm to Time-Series Foundation Models (TSFMs) remains a challenge. This is exemplified in the Predictive Maintenance of the…