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lib4univ-view

lib4univ是使用基于Transformers.js 模型NLP文本知识向量抽取和AIGC构建的开源知识图谱校园文库

lib4univ是一款基于先进技术的学术知识文库与学习平台,致力于提供智能化、个性化的学术支持和学习体验。

知识有时候难以通过简单的自然语言进行定性的描述,这源于知识的复杂性、主观性和文化差异,以及某些领域非线性结构等多重因素,这些限制了通过语言充分捕捉其多维、抽象和多样化特性的可能性。

在lib4univ的技术框架下,通过融合自然语言处理和知识谱构建技术,实现了对知识的深层次理解和高效管理。

项目使用wap2app/Vue/Hybrid App架构,使用HBuilderX基于WebView的Hybrid App开发。使用Wireshark对中南大学统一身份认证平台网络抓包分析,基于第三方登录进行学生身份校验;使用基于 OSS,MongoDB, Elasticsearch,Milvus向量数据库进行文档及知识向量的储存和搜索;使用Canvas进行文档的水印处理及生成加载骨架界面;使用Charles捕获和分析经过 HTTPS协议的加密流量;使用 Docker + Jenkins Pipeline 实现自动构建部署。

image

Project setup

npm install

Compiles and hot-reloads for development

npm run serve

Compiles and minifies for production

npm run build

Lints and fixes files

npm run lint

Customize configuration

See Configuration Reference.

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Contributors

ikkkp avatar littlefat18 avatar

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