A framework for LLM-based dialogue system to call different source of external knowledge, considering multiple conplext situcations in practice:
- Do not require any knowledge;
- Require one specific source of knowledge;
- Require multiple sources of knowledges, and they are not independent.
ssbuild/chatglm_finetuning#146
ssbuild/chatglm_finetuning#214
@misc{wang2023large,
title={Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue},
author={Hongru Wang and Minda Hu and Yang Deng and Rui Wang and Fei Mi and Weichao Wang and Yasheng Wang and Wai-Chung Kwan and Irwin King and Kam-Fai Wong},
year={2023},
eprint={2310.08840},
archivePrefix={arXiv},
primaryClass={cs.CL}
}