A framework for LLM-based dialogue system to call different source of external knowledge, considering multiple conplext situcations in practice:

1. Do not require any knowledge;
2. Require one specific source of knowledge;
3. Require multiple sources of knowledges, and they are not independent.

Method

Related Issues

https://github.com/ssbuild/chatglm_finetuning/issues/146

https://github.com/ssbuild/chatglm_finetuning/issues/214

Citations

@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}
}