数字图书馆论坛2026，Vol.22Issue(2)：43-52,10.DOI:10.3772/j.issn.1673-2286.2026.02.005
基于大语言模型的图书馆学科服务多智能体构建与应用研究
Construction and Application of Multi-Agent Systems for Library Subject Services Based on Large Language Models
摘要
Abstract
Given the powerful natural language understanding and complex task processing capabilities of large language models and multi-agent systems,exploring their application in library subject services is of great significance for promoting the intelligent transformation of subject services.First,a multi-agent technical framework for library subject services based on large language models is proposed.This framework consists of user interaction,coordination control,data collection,analysis processing,result generation,and knowledge enhancement modules.The construction process of multi-agent systems for subject services is also outlined.Second,based on the application scenarios of subject services,four main types of subject service multi-agent are described,including intelligence analysis agent,reference inquiry agent,research assistance agent,and teaching support agent.Finally,this study conducts an intelligence analysis agent on the Coze platform and employs a comparative analysis approach for its systematic evaluation.Combining theory and practice,this study offers innovative research ideas and feasible technical pathways for the intelligent development of library subject services.关键词
多智能体/大语言模型/学科服务/智慧化转型Key words
Multi-Agent/Large Language Model/Subject Service/Intelligent Transformation分类
社会科学引用本文复制引用
祝婷..基于大语言模型的图书馆学科服务多智能体构建与应用研究[J].数字图书馆论坛,2026,22(2):43-52,10.基金项目
本研究得到陕西省科学技术情报学会重点项目"生成式人工智能赋能高校图书馆学科服务应用与实践研究"(编号:2026KTZ-03)资助. （编号:2026KTZ-03）
