# 智能BI平台
> 作者:[猫十二懿](https://github.com/kongshier)
> [欢迎加入星球](https://yupi.icu/)
## 项目介绍
基于React+Spring Boot+MQ+AIGC的智能数据分析平台。
> AIGC :Artificial Intelligence Generation Content(AI 生成内容)
区别于传统的BI,数据分析者只需要导入最原始的数据集,输入想要进行分析的目标,就能利用AI自动生成一个符合要求的图表以及分析结论。此外,还会有图表管理、异步生成、AI对话等功能。只需输入分析目标、原始数据和原始问题,利用AI就能一键生成可视化图表、分析结论和问题解答,大幅降低人工数据分析成本。
**优势:** 让不会数据分析的用户也可以通过输入目标快速完成数据分析,大幅节约人力成本,将会用到 AI 接口生成分析结果
## 项目架构图
### 基础架构
基础架构:客户端输入分析诉求和原始数据,向业务后端发送请求。业务后端利用AI服务处理客户端数据,保持到数据库,并生成图表。处理后的数据由业务后端发送给AI服务,AI服务生成结果并返回给后端,最终将结果返回给客户端展示。
![](https://user-images.githubusercontent.com/94662685/248857523-deff2de3-c370-4a9a-9628-723ace5ab4b3.png)
### 优化项目架构-异步化处理
优化流程(异步化):客户端输入分析诉求和原始数据,向业务后端发送请求。业务后端将请求事件放入消息队列,并为客户端生成取餐号,让要生成图表的客户端去排队,消息队列根据I服务负载情况,定期检查进度,如果AI服务还能处理更多的图表生成请求,就向任务处理模块发送消息。
任务处理模块调用AI服务处理客户端数据,AI 服务异步生成结果返回给后端并保存到数据库,当后端的AI工服务生成完毕后,可以通过向前端发送通知的方式,或者通过业务后端监控数据库中图表生成服务的状态,来确定生成结果是否可用。若生成结果可用,前端即可获取并处理相应的数据,最终将结果返回给客户端展示。在此期间,用户可以去做自己的事情。
![image](https://user-images.githubusercontent.com/94662685/248858431-6dbf41e0-adfe-40cf-94da-f3db6c73b69d.png)
## 项目技术栈
### 前端
1. React 18
2. Umi 4 前端框架
3. Ant Design Pro 5.x 脚手架
4. Ant Design 组件库
5. OpenAPI 代码生成:自动生成后端调用代码
6. EChart 图表生成
### 后端
1. Java Spring Boot
2. MySQL数据库
3. Redis:Redissson限流控制
4. MyBatis-Plus 数据库访问结构 + MyBatisX : 根据数据库表自动生成
5. **RabbitMQ:消息队列**
6. AI SDK:AI接口开发
7. JDK 线程池及异步化
8. Easy Excel:表格数据处理
9. Swagger + Knife4j 项目文档
10. Hutool 、Apache Common Utils等工具库
## BI项目展示
### 用户登录注册
![image](https://user-images.githubusercontent.com/94662685/248859299-3c3aa05e-813a-4b02-9399-86ef49469e86.png)
### 项目首页
![image](https://user-images.githubusercontent.com/94662685/248863020-67959893-4dce-4ea8-bcb1-8482b8e0c094.png)
### 同步分析数据生成图表
![image](https://user-images.githubusercontent.com/94662685/248860079-33574351-bbe4-4cb2-934a-3ffdcbb4cbf1.png)
![](https://user-images.githubusercontent.com/94662685/248860034-3141343f-8a4e-4c1d-8236-382da9abe8b4.png)
### 异步分析数据生成图表
![image](https://user-images.githubusercontent.com/94662685/248860258-2aa7c6ee-fe50-4cb1-982b-72fee4c1f526.png)
### 图表管理界面
![image](https://user-images.githubusercontent.com/94662685/248860290-ff6642a7-a86e-4b1c-830b-12d6ca944b29.png)
### AI 问答助手
![image](https://user-images.githubusercontent.com/94662685/248860583-e3aad1e7-ed4e-4506-aa69-e8b3f1d82046.png)
### AI 对话管理
![image](https://user-images.githubusercontent.com/94662685/248860609-8455b515-7f36-46cc-b512-707ad62d5f9a.png)
### 用户信息
![](https://user-images.githubusercontent.com/94662685/248862737-e1701991-05f5-4f37-85b8-54fcd0b55e3c.png)
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