@article{tsragretrievalaugmentedgenerationbased, title = {TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster}, author = {Kanghui Ning and Zijie Pan and Yu Liu and Yushan Jiang and James Y. Zhang and Kashif Rasul and Anderson Schneider and Lintao Ma and Yuriy Nevmyvaka and Dongjin Song}, year = {2025}, eprint = {2503.07649}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.07649v2}, }