研究使用GPT构建大语言模型智能母基金决策投资支持系统
BUILDING A LARGE LANGUAGE MODELING INTELLIGENT FUND OF FUNDS DECISION MAKING AND INVESTMENT SUPPORT SYSTEM USING GPT
朱铮雄 1周智宏1
作者信息
- 1. 中海服信息科技股份有限公司 上海 200010
- 折叠
摘要
构建基于GPT的智能大语言模型基金决策支持系统,以有效应对金融市场的复杂性.通过大语言模型技术,系统提供深层次的基金和项目洞察,同时进行风险计量.采用Python与Flask构建,整合了 OpenAI GPT模型,通过嵌入式AI模式提升了投前管理、初筛、评分和风险评估的效能,旨在提高整体决策效率.未来的改进方向包括对模型的优化和系统的扩展.这一创新将推动金融领域数字化转型,进一步提升投资效率.
Abstract
The paper aims to construct an intelligent large language model fund decision support system based on GPT to effectively deal with the complexity of financial markets.Through the large language modeling technology,the system provided deep fund and project insights along with risk measurement.Built with Python and Flask,it integrated OpenAI GPT models and enhanced the efficacy of pre-investment management,initial screening,scoring and risk assessment through embedded AI models,so as to improve overall decision-making efficiency.Future improvements included optimization of the model and expansion of the system.This innovation would drive digital transformation in the financial sector and further improve investment efficiency.
关键词
人工智能大语言模型/GPT/Transformer/OpenAI/Python/Flask/母基金Key words
Artificial intelligence large language modeling/GPT/Transformer/OpenAI/Python/Flask/Fund of funds引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据