Skip to content

Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

Notifications You must be signed in to change notification settings

ant-research/fin_domain_llm

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

44 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

Python 3.8+ PRs Welcome GitHub last commit Stars Hugging Face

📃 Paper • 🌐 中文 README • 📺 [Demo, version 0.0.1]

WeaverBird is an intelligent dialogue system designed specifically for the finance domain. Our system harnesses a large language model of GPT architecture that has been tuned using extensive corpora of finance-related text.

We are actively updating the repo and will finish shortly

News

Citation [Back to Top]

If you find WeaverBird useful for your research or development, please cite the following paper:

@article{xue2023weaverbird,
         title={WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine},
         author={Siqiao Xue and Fan Zhou and Yi Xu and Ming Jin and Qingsong Wen and Hongyan Hao and Qingyang Dai and Caigao Jiang and Hongyu Zhao and Shuo Xie and Jianshan He and James Zhang and Hongyuan Mei},
         journal={arXiv preprint arXiv:2308.05361},
         year={2023}
    }

Acknowledgment [Back to Top]

The project is developed by researchers from Ant Group, University of Chicago and TTIC. We thank our colleagues at Machine Intelligence Team, Interbank Technologies Team of Ant Group and Alibaba DAMO Academy for helpful comments.

The following repositories are used in WeaverBird, either in close to original form or as an inspiration:

Star History [Back to Top]

Star History Chart

About

Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages