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基于大语言模型的信息管理系统设计

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阐述一种基于大语言模型的信息管理系统,该系统通过自评价模型、分类标签系统和协同过滤算法,基于ChatGLM大模型,建立自学习标签体系和自评价模型,利用大模型的提炼能力和云原生技术,多路并行计算,快速获取文章核心要点信息,满足个人快速获取有效信息的目的.同时通过Milvus向量数据库和私有化模型,实现个人的第二大脑.
Design of the Program of Information Management System Based on Big Language Modeling
This paper describes an information management system based on a large language modeling to support the extraction of personalized information for different users'preferences.The system establishes self-learning labeling system and self-evaluation model based on ChatGLM big model through self-evaluation model,classification labeling system and collaborative filtering algorithm,and utilizes the refining ability of the big model and the cloud-native technology,multiplexed parallel computation to obtain the core point information of the article quickly to satisfy the purpose of individuals to obtain effective information quickly,and at the same time,through the Milvus vector database and the privatization model,the system Realize the second brain of individuals.

artificial intelligencebig language modelingrecommender systemscloud native

郑响萍、周晓峰

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浙江理工大学 科技与艺术学院,浙江 312369

杭州简单点科技有限公司,浙江 311100

人工智能 大语言模型 推荐系统 云原生

2024

集成电路应用
上海贝岭股份有限公司

集成电路应用

影响因子:0.132
ISSN:1674-2583
年,卷(期):2024.41(5)