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158
README-AI.md
158
README-AI.md
@ -1,158 +0,0 @@
|
||||
AIGC应用平台介绍
|
||||
===============
|
||||
|
||||
一个全栈式 AI 开发平台,旨在帮助开发者快速构建和部署个性化的 AI 应用。
|
||||
|
||||
> JDK说明:AI流程编排引擎暂时不支持jdk21,所以目前只能使用jdk8或者jdk17启动项目。
|
||||
|
||||
|
||||
JeecgBoot平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发平台`+`知识库问答`,是一款基于LLM大语言模型AI应用平台和 RAG 的知识库问答系统。
|
||||
其直观的界面结合了 AI 流程编排、RAG 管道、知识库管理、模型管理、对接向量库、实时运行可观察等,让您可以快速从原型到生产,拥有AI服务能力。
|
||||
|
||||
|
||||
|
||||
### AI视频介绍
|
||||
|
||||
[](https://www.bilibili.com/video/BV1zmd7YFE4w)
|
||||
|
||||
|
||||
|
||||
#### Dify `VS` JEECG AI
|
||||
|
||||
> JEECG AI与Dify相比,在多个方面展现出显著的优势,特别是在文档处理、格式和图片保持方面。以下是一些具体的优点:
|
||||
> - Markdown文档库导入:
|
||||
> JEECG AI允许用户直接导入整个Markdown文档库,这不仅保留markdown格式,还支持图片的导入,确保文档内容的完整性和可视化效果。
|
||||
> - 对话回复格式美观:
|
||||
> 在对话过程中,JEECG AI能够保持回复内容的原格式,也不丢失图片,使得输出的文章更加美观,不会出现格式错乱的情况,还支持图片的渲染。
|
||||
> - PDF文档导入与格式转换:
|
||||
> JEECG AI在处理PDF文档时,能够更好地保持原始格式和图片,确保转换后的内容与原始文档一致。这哥功能在许多AI产品中表现不佳,而JEECG AI在这方面做出了显著的优化
|
||||
|
||||
|
||||
| 功能 | Dify | Jeecg AI |
|
||||
|------------|------------------|-----------------------------------------|
|
||||
| AI工作流 | 有 | 有 |
|
||||
| RAG 管道向量搜索 | 有 | 有 |
|
||||
| AI模型管理 | 有 | 有 |
|
||||
| AI应用管理 | 有 | 有 |
|
||||
| AI知识库 | 有 | 有 |
|
||||
| 产品方向 | 一款独立的 LLM 应用开发平台 | 低代码与AIGC应用二者结合的平台 |
|
||||
| 业务集成 | 业务集成能力弱 | 更方便与业务系统集成,调用系统接口和逻辑更加方便 |
|
||||
| AI业务流 | 侧重AI逻辑流程 | AI流程编排作为低代码的业务引擎,用户可以通过AI流程配置各种业务流和AI流程 |
|
||||
| 实现语言 | python + react | JAVA + vue3 |
|
||||
| 上传markdown文档库(支持图片) | 不支持 | 支持 |
|
||||
| AI对话支持发图和展示图片 | 支持 | 支持 |
|
||||
|
||||
|
||||
|
||||
### 安装向量库 pgvector
|
||||
|
||||
- https://help.jeecg.com/aigc/config
|
||||
|
||||
|
||||
|
||||
|
||||
## 功能特点
|
||||
|
||||
- AI流程: 提供强大的AI流程设计器引擎,支持编排 AI 工作过程,满足复杂业务场景,支持画布上构建和实时运行查看 AI流程运行情况。
|
||||
- AI流程即服务: 通过AI流程编排你需要的智能体,结合AI+自定义开发节点 实现功能性 API,让你瞬间拥有各种智能体API。
|
||||
- AI助手对话功能: 集成 ChatGPT、Deepseek、智普、私有大模型 等 AI 模型,提供智能对话和生成式 AI 功能,深度与知识库结合提供更精准的知识。
|
||||
- RAG 功能: 涵盖从文档摄入到检索的所有内容,支持从 PDF、PPT 和其他常见文档格式中提取文本,支持检索增强生成(RAG),将未训练数据与 AI 模型集成,提升智能交互能力。
|
||||
- AI 知识库: 通过导入文档或已有问答对进行训练,让 AI 模型能根据文档以交互式对话方式回答问题。
|
||||
- 模型管理:支持对接各种大模型,包括本地私有大模型(Deepseek/ Llama 3 / Qwen 2 等)、国内公共大模型(通义千问 / 腾讯混元 / 字节豆包 / 百度千帆 / 智谱 AI / Kimi 等)和国外公共大模型(OpenAI / Claude / Gemini 等);
|
||||
- 无缝嵌入:Iframe一键嵌入,支持将AI聊天助手快速嵌入到第三方系统,让系统快速拥有智能问答能力,提高用户满意度。
|
||||
|
||||
|
||||
|
||||
## 产品体验
|
||||
|
||||
- 使用手册:https://help.jeecg.com/aigc
|
||||
- 演示地址:https://boot3.jeecg.com
|
||||
|
||||
|
||||
|
||||
## 功能列表
|
||||
|
||||
- AI应用管理(普通应用、高级流程应用)
|
||||
- AI模型管理
|
||||
- AI知识库
|
||||
- AI应用平台(普通、对接AI流程)
|
||||
- AI流程编排
|
||||
- AI聊天支持嵌入第三方
|
||||
- AI向量库对接
|
||||
|
||||
|
||||
|
||||
## 支持AI模型
|
||||
|
||||
| AI大模型 | 支持 |
|
||||
|---------------| --- |
|
||||
| DeepSeek | √ |
|
||||
| ChatGTP | √ |
|
||||
| Qwq | √ |
|
||||
| 智库 | √ |
|
||||
| Ollama本地搭建大模型 | √ |
|
||||
| 等等。。 | √ |
|
||||
|
||||
|
||||
|
||||
|
||||
## AIGC能做什么
|
||||
|
||||
AIGC模块是一个基于AI的自动化流程编排工具和聊天应用搭建平台,它可以帮助用户快速生成AI流程接口和聊天应用,提高效率。
|
||||
以下是一些具体的应用场景和示例:
|
||||
|
||||
- 你可能需要一个翻译接口,可以通过AI流程编排搭建出来。
|
||||
- 你可能需要一个接口转换工具,可以通过AI流程编排搭建出来。(比如:jimureport所需要接口返回格式与你的系统不同,你通过AI接口实现自动转换)
|
||||
- 你可能需要一个聊天机器人,可以通过AI流程编排搭建出来。
|
||||
- 你可能需要一个自动化流程,可以通过AI流程编排搭建出来。
|
||||
- 你可能需要一个自动化处理文件的流程,可以通过AI流程结合python脚本实现操作电脑,文件等。
|
||||
|
||||
|
||||
## AI应用平台功能展示
|
||||
|
||||
AI模型列表
|
||||
|
||||

|
||||
|
||||
选择AI模型,配置你的参数
|
||||
|
||||

|
||||
|
||||
|
||||
AI知识库支持手工录入文本,导入pdf\\word\\excel等文档,支持问答对训练
|
||||
|
||||

|
||||
|
||||

|
||||
|
||||
|
||||
|
||||
AI流程,提供强大的AI流程设计器引擎,支持编排 AI 工作过程,满足复杂业务场景,支持画布上构建和实时运行查看 AI流程运行情况。
|
||||
|
||||

|
||||
|
||||
|
||||
目前支持的节点有:开始、结束、AI知识库节点、AI节点、分类节点、分支节点、JAVA节点、脚本节点、子流程节点、http请求节点、直接回复节点等节点
|
||||
|
||||

|
||||
|
||||
节点项配置
|
||||
|
||||

|
||||
|
||||
在线运行看结果
|
||||
|
||||

|
||||
|
||||
|
||||
AI应用配置,支持AI流程配置和简单的AI配置
|
||||
|
||||

|
||||
|
||||
可以关联多个知识库,右侧是AI智能回复,你可以搭建自己的智能体,比如搭建一个 “诗词达人” “翻译助手”
|
||||
|
||||

|
||||
|
||||
可以将创建的聊天应用,集成到第三方系统中
|
||||
|
||||

|
||||
47
README-EN.md
47
README-EN.md
@ -7,12 +7,12 @@
|
||||
JEECG BOOT AI Low Code Platform
|
||||
===============
|
||||
|
||||
Current version: 3.8.0 (Release date: 2025-04-18)
|
||||
Current version: 3.7.3 (Release date: 2025-02-10)
|
||||
|
||||
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot/blob/master/LICENSE)
|
||||
[](http://www.jeecg.com)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
|
||||
@ -21,7 +21,7 @@ Current version: 3.8.0 (Release date: 2025-04-18)
|
||||
Project introduction
|
||||
-----------------------------------
|
||||
|
||||
<h3 align="center">Java AI Low Code Platform</h3>
|
||||
<h3 align="center">Java AI Low Code Platform for Enterprise web applications</h3>
|
||||
|
||||
JeecgBoot is a `AI low code platform` based on code `generators`! Front and back end separation architecture SpringBoot2.x, SpringCloud, Ant Design&Vue, Mybatis plus, Shiro, JWT, support for microservices. The powerful code generator makes the front and back end of the code generation, low code development! JeecgBoot leads a new low-code development paradigm (OnlineCoding-> Code Generator -> Manual MERGE) that helps resolve 70% of the duplication in Java projects and makes development more business-focused. Not only can quickly improve efficiency, save research and development costs, but also do not lose flexibility!
|
||||
|
||||
@ -37,7 +37,7 @@ AI Empowering Low-Code: Currently, JeecgBoot supports AI large models such as Ch
|
||||
Technical support
|
||||
-----------------------------------
|
||||
|
||||
Problems or bugs in use can be found in [Making on the Issues](https://github.com/jeecgboot/JeecgBoot/issues/new?template=bug_report.md)
|
||||
Problems or bugs in use can be found in [Making on the Issues](https://github.com/jeecgboot/JeecgBoot/issues/new)
|
||||
|
||||
|
||||
##### Project description
|
||||
@ -49,11 +49,6 @@ Problems or bugs in use can be found in [Making on the Issues](https://github.co
|
||||
| `jeecg-uniapp` | [APP development framework, a code multi terminal adaptation, and support APP, small program, H5](https://github.com/jeecgboot/jeecg-uniapp) |
|
||||
|
||||
|
||||
### Video Introduction
|
||||
|
||||
[](https://www.bilibili.com/video/BV1Nk4y1o7Qc)
|
||||
|
||||
|
||||
|
||||
Download other source code
|
||||
-----------------------------------
|
||||
@ -69,8 +64,8 @@ Jeecg-Boot AI low code platform can be applied in the development of any J2EE pr
|
||||
Starts the project
|
||||
-----------------------------------
|
||||
|
||||
- [IDEA Quick start](https://help.jeecg.com/java/setup/idea/startup)
|
||||
- [Docker Quick start](https://help.jeecg.com/java/docker/quick)
|
||||
- [IDEA Quick start](https://help.jeecg.com/java/setup/idea/startup.html)
|
||||
- [Docker Quick start](https://help.jeecg.com/java/docker/quick.html)
|
||||
|
||||
|
||||
|
||||
@ -79,9 +74,9 @@ Technical documentation
|
||||
|
||||
- Website: [http://www.jeecg.com](http://www.jeecg.com)
|
||||
- Demo : [OnlineDemo](http://boot3.jeecg.com) | [APP](http://jeecg.com/appIndex)
|
||||
- Doc: [DocumentCenter](http://help.jeecg.com) | [AI Config](https://help.jeecg.com/java/ai/aichat)
|
||||
- Doc: [DocumentCenter](http://help.jeecg.com) | [AI Config](https://help.jeecg.com/java/ai/aichat.html)
|
||||
- Newbie guide: [Quick start](http://www.jeecg.com/doc/quickstart) | [Q&A ](http://www.jeecg.com/doc/qa) | [1 minute experience](https://my.oschina.net/jeecg/blog/3083313)
|
||||
- QQ group : ⑩716488839、⑨808791225
|
||||
- QQ group : ⑩716488839、⑨808791225、⑧825232878、⑦791696430、⑥730954414(full)、683903138(full)、⑤860162132(full)、④774126647(full)、③816531124(full)、②769925425(full)、①284271917(full)
|
||||
|
||||
|
||||
|
||||
@ -181,7 +176,7 @@ Technical Architecture:
|
||||
|
||||
#### Development Environment
|
||||
|
||||
- Language: Java Default Jdk17(support jdk8、jdk21)
|
||||
- Language: Java 8+ (17)
|
||||
|
||||
- IDE(JAVA) : IDEA (lombok plug-in must be installed)
|
||||
|
||||
@ -198,17 +193,17 @@ Technical Architecture:
|
||||
|
||||
- Basic framework: Spring Boot 2.7.18
|
||||
|
||||
- Microservice framework: Spring Cloud Alibaba 2021.0.6.2
|
||||
- Microservice framework: Spring Cloud Alibaba 2021.0.1.0
|
||||
|
||||
- Persistence layer framework: MybatisPlus 3.5.3.2
|
||||
|
||||
- Report tool: JimuReport 1.9.5
|
||||
- Report tool: JimuReport 1.9.3
|
||||
|
||||
- Security framework: Apache Shiro 1.13.0, Jwt 4.5.0
|
||||
- Security framework: Apache Shiro 1.12.0, Jwt 3.11.0
|
||||
|
||||
- Microservice technology stack: Spring Cloud Alibaba, Nacos, Gateway, Sentinel, Skywalking
|
||||
|
||||
- Database connection pool: Alibaba Druid 1.1.24
|
||||
- Database connection pool: Alibaba Druid 1.1.22
|
||||
|
||||
- Log printing: logback
|
||||
|
||||
@ -247,16 +242,8 @@ Technical Architecture:
|
||||
| --- | --- |
|
||||
| DeepSeek | √ |
|
||||
| ChatGPT | √ |
|
||||
| Qwq | √ |
|
||||
| 智库 | √ |
|
||||
| Ollama本地搭建大模型 | √ |
|
||||
| 等等。。 | √ |
|
||||
|
||||
|
||||
AI Config: https://help.jeecg.com/java/ai/aichat
|
||||
|
||||
AI APP: https://help.jeecg.com/aigc
|
||||
|
||||
AI Config: https://help.jeecg.com/java/ai/aichat.html
|
||||
|
||||
## Microservice solutions
|
||||
|
||||
@ -268,7 +255,7 @@ AI APP: https://help.jeecg.com/aigc
|
||||
- 6. Distributed files Minio and Alioss √
|
||||
- 7. Unified permission control
|
||||
- 8. Service monitoring SpringBootAdmin√
|
||||
- 9. link tracking Skywalking [reference document](https://help.jeecg.com/java/springcloud/super/skywarking)
|
||||
- 9. link tracking Skywalking [reference document](https://help.jeecg.com/java/springcloud/super/skywarking.html)
|
||||
- 10. Messaging middleware RabbitMQ √
|
||||
- 11. Distributed task xxl-job √
|
||||
- 12. Distributed Transaction Seata
|
||||
@ -285,8 +272,8 @@ AI APP: https://help.jeecg.com/aigc
|
||||

|
||||
|
||||
### quick start
|
||||
- Microservice Development: [Monomer upgrade to microservice](https://help.jeecg.com/java/springcloud/switchcloud/monomer)
|
||||
- [Docker starts the micro-service background](https://help.jeecg.com/java/docker/springcloud)
|
||||
- Microservice Development: [Monomer upgrade to microservice](https://help.jeecg.com/java/springcloud/switchcloud/monomer.html)
|
||||
- [Docker starts the micro-service background](https://help.jeecg.com/java/docker/springcloud.html)
|
||||
|
||||
|
||||
### Effect of system
|
||||
|
||||
144
README.md
144
README.md
@ -2,12 +2,12 @@
|
||||
JeecgBoot AI低代码平台
|
||||
===============
|
||||
|
||||
当前最新版本: 3.8.0(发布日期:2025-04-18)
|
||||
当前最新版本: 3.7.3(发布日期:2025-02-10)
|
||||
|
||||
|
||||
[](https://github.com/jeecgboot/JeecgBoot/blob/master/LICENSE)
|
||||
[](http://guojusoft.com)
|
||||
[](https://github.com/jeecgboot/JeecgBoot)
|
||||
[](https://github.com/jeecgboot/JeecgBoot)
|
||||
[](https://github.com/jeecgboot/JeecgBoot)
|
||||
[](https://github.com/jeecgboot/JeecgBoot)
|
||||
|
||||
@ -16,43 +16,38 @@ JeecgBoot AI低代码平台
|
||||
项目介绍
|
||||
-----------------------------------
|
||||
|
||||
<h3 align="center">Java AI Low Code Platform</h3>
|
||||
<h3 align="center">Java AI Low Code Platform for Enterprise web applications</h3>
|
||||
|
||||
JeecgBoot是一款基于AIGC和低代码引擎的AI低代码平台,旨在帮助开发者快速实现低代码开发和构建、部署个性化的 AI 应用。
|
||||
前后端分离架构Ant Design&Vue3,SpringBoot,SpringCloud Alibaba,Mybatis-plus,Shiro,强大的代码生成器让前后端代码一键生成,无需写任何代码!
|
||||
成套AI大模型功能: AI模型管理、AI应用、知识库、AI流程编排、AI对话助手等;
|
||||
引领AI低代码开发模式: AIGC生成->OnlineCoding-> 代码生成-> 手工MERGE, 帮助Java项目解决80%的重复工作,让开发更多关注业务,快速提高效率 节省成本,同时又不失灵活性!
|
||||
JeecgBoot 是一款基于`BPM`和`代码生成器`的 AI低代码平台!前后端分离架构 SpringBoot2.x/3.x,SpringCloud,Ant Design Vue3,Mybatis-plus,Shiro,JWT,支持微服务、多租户;支持 AI 大模型 DeepSeek 和 ChatGPT、Ollama本地模型; 强大的代码生成器让前后端代码一键生成,无需写任何代码! JeecgBoot 引领 AI 低代码开发模式(AI生成-> OnlineCoding-> 代码生成器-> 手工MERGE), 帮助解决Java项目80%的重复工作,让开发更多关注业务。既能快速提高效率,节省成本,同时又不失灵活性!AIGC能力:AI对话助手、AI建表、AI写文章、AI流程编排、AI知识库问答等等.
|
||||
|
||||
JeecgBoot 提供了一系列 `AI能力` `低代码模块`,实现在线开发`真正的零代码`:Online表单开发、Online报表、报表配置能力、在线图表设计、仪表盘设计、大屏设计、移动配置能力、表单设计器、在线设计流程、流程自动化配置、插件能力(可插拔)、AI对话助手,AI建表、AI写文章、AI流程编排、AI知识库问答、AI赋能低代码等等!
|
||||
|
||||
JeecgBoot 提供了一系列 `低代码能力`,实现`真正的零代码`在线开发:Online表单开发、Online报表、复杂报表设计、打印设计、在线图表设计、仪表盘设计、大屏设计、移动图表能力、表单设计器、在线设计流程、流程自动化配置、插件能力(可插拔)
|
||||
|
||||
`AI赋能低代码:` 目前提供了AI应用、AI模型管理、AI流程编排、AI对话助手,AI建表、AI写文章、AI知识库问答、AI字段建议等功能;支持各种AI大模型ChatGPT、DeepSeek、Ollama、智普、千问等.
|
||||
|
||||
`JEECG宗旨是:` 简单功能由OnlineCoding配置实现,做到`零代码开发`;复杂功能由代码生成器生成进行手工Merge 实现`低代码开发`,既保证了`智能`又兼顾`灵活`;实现了低代码开发的同时又支持灵活编码,解决了当前低代码产品普遍不灵活的弊端!
|
||||
|
||||
`JEECG业务流程:` 采用工作流来实现、扩展出任务接口,供开发编写业务逻辑,表单提供多种解决方案: 表单设计器、online配置表单、编码表单。同时实现了流程与表单的分离设计(松耦合)、并支持任务节点灵活配置,既保证了公司流程的保密性,又减少了开发人员的工作量。
|
||||
|
||||
|
||||
|
||||
### 视频介绍
|
||||
|
||||
[](https://www.bilibili.com/video/BV1Nk4y1o7Qc)
|
||||
`AI赋能低代码:` 目前JeecgBoot支持AI大模型`ChatGPT`和`DeepSeek`,现在最新版默认使用`DeepSeek`,速度更快质量更高。目前提供了AI对话助手、AI建表、AI报表、AI写文章、AI流程编排、AI知识库问答等功能。
|
||||
|
||||
|
||||
适用项目
|
||||
-----------------------------------
|
||||
JeecgBoot AI低代码平台,可以应用在任何J2EE项目的开发中,支持信创国产化(默认适配达梦和人大金仓)。尤其适合SAAS项目、企业信息管理系统(MIS)、内部办公系统(OA)、企业资源计划系统(ERP)、客户关系管理系统(CRM)等,其半智能手工Merge的开发方式,可以显著提高开发效率70%以上,极大降低开发成本。
|
||||
又是一个全栈式 AI 开发平台,快速帮助企业构建和部署个性化的 AI 应用。
|
||||
|
||||
|
||||
项目说明
|
||||
-----------------------------------
|
||||
|
||||
### 视频介绍
|
||||
|
||||
[](https://www.bilibili.com/video/BV1Nk4y1o7Qc)
|
||||
|
||||
|
||||
#### 项目说明
|
||||
|
||||
| 项目名 | 说明 |
|
||||
|--------------------|------------------------|
|
||||
| `jeecg-boot` | 后端源码JAVA(SpringBoot微服务架构) |
|
||||
| `jeecgboot-vue3` | 前端源码VUE3(vue3+vite6+ts最新技术栈) |
|
||||
| `JeecgUniapp` | [配套APP框架](https://github.com/jeecgboot/JeecgUniapp) 适配多个终端,支持APP、小程序、H5 |
|
||||
| `jeecg-uniapp` | [配套APP框架](https://github.com/jeecgboot/jeecg-uniapp) 适配多个终端,支持APP、小程序、H5 |
|
||||
|
||||
|
||||
|
||||
@ -60,73 +55,39 @@ JeecgBoot AI低代码平台,可以应用在任何J2EE项目的开发中,支
|
||||
-----------------------------------
|
||||
|
||||
- 官方网站: [http://www.jeecg.com](http://www.jeecg.com)
|
||||
- 在线演示 : [平台演示](http://boot3.jeecg.com) | [APP演示](http://jeecg.com/appIndex) | [体验低代码](https://jeecg.blog.csdn.net/article/details/106079007) | [体验零代码](https://app.qiaoqiaoyun.com/myapps/index)
|
||||
- 开发文档: [文档中心](https://help.jeecg.com) | [AIGC大模块](https://help.jeecg.com/aigc)
|
||||
- 新手指南: [快速入门](http://www.jeecg.com/doc/quickstart) | [入门视频](http://jeecg.com/doc/video) | [如何反馈问题](https://github.com/jeecgboot/JeecgBoot/issues/new?template=bug_report.md)
|
||||
- 在线演示 : [在线演示](http://boot3.jeecg.com) | [APP演示](http://jeecg.com/appIndex)
|
||||
- 快速体验: [一分钟体验低代码](https://jeecg.blog.csdn.net/article/details/106079007?spm=1001.2014.3001.5502 "一分钟体验零代码") | [在线体验零代码](https://app.qiaoqiaoyun.com/myapps/index "在线体验零代码")
|
||||
- 开发文档: [文档中心](https://help.jeecg.com) | [AI集成配置(支持DeepSeek)](https://help.jeecg.com/java/ai/aichat.html)
|
||||
- 反馈问题: [在Github上提Issues](https://github.com/jeecgboot/JeecgBoot/issues/new)
|
||||
- 新手指南: [快速入门](http://www.jeecg.com/doc/quickstart) | [入门视频](http://jeecg.com/doc/video)
|
||||
- QQ交流群 : ⑩716488839、⑨808791225(满)、其他(满)
|
||||
|
||||
|
||||
|
||||
|
||||
启动项目
|
||||
-----------------------------------
|
||||
|
||||
- [IDEA启动前后端项目](https://help.jeecg.com/java/setup/idea/startup)
|
||||
- [Docker一键启动前后端](https://help.jeecg.com/java/docker/quick)
|
||||
- [IDEA启动前后端项目](https://help.jeecg.com/java/setup/idea/startup.html)
|
||||
- [Docker一键启动前后端](https://help.jeecg.com/java/docker/quick.html)
|
||||
|
||||
|
||||
|
||||
AIGC应用平台介绍
|
||||
AIGC功能清单
|
||||
-----------------------------------
|
||||
|
||||
JeecgBoot 平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发平台`+`知识库问答`,是一款基于LLM大语言模型AI应用平台和 RAG 的知识库问答系统。
|
||||
其直观的界面结合了 AI 流程编排、RAG 管道、知识库管理、模型管理、对接向量库、实时运行可观察等,让您可以快速从原型到生产,拥有AI服务能力。
|
||||
|
||||
> JDK说明:AI流程编排引擎暂时不支持jdk21,所以目前只能使用jdk8或者jdk17启动项目。
|
||||
|
||||
- [AIGC专题介绍页](README-AI.md)
|
||||
- [AIGC开发文档](https://help.jeecg.com/aigc)
|
||||
- [配置向量库PGVector](https://help.jeecg.com/aigc/config)
|
||||
|
||||
|
||||
##### AI视频介绍
|
||||
|
||||
[](https://www.bilibili.com/video/BV1zmd7YFE4w)
|
||||
|
||||
|
||||
##### Dify `VS` JEECG AI
|
||||
|
||||
> JEECG AI与Dify相比,在多个方面展现出显著的优势,特别是在文档处理、格式和图片保持方面。以下是一些具体的优点:
|
||||
> - Markdown文档库导入:
|
||||
> JEECG AI允许用户直接导入整个Markdown文档库,这不仅保留markdown格式,还支持图片的导入,确保文档内容的完整性和可视化效果。
|
||||
> - 对话回复格式美观:
|
||||
> 在对话过程中,JEECG AI能够保持回复内容的原格式,也不丢失图片,使得输出的文章更加美观,不会出现格式错乱的情况,还支持图片的渲染。
|
||||
> - PDF文档导入与格式转换:
|
||||
> JEECG AI在处理PDF文档时,能够更好地保持原始格式和图片,确保转换后的内容与原始文档一致。这哥功能在许多AI产品中表现不佳,而JEECG AI在这方面做出了显著的优化
|
||||
|
||||
##### 功能大模块
|
||||
|
||||
- AI应用开发平台
|
||||
- AI知识库系统
|
||||
- AI大模型管理
|
||||
- AI流程编排
|
||||
- AI对话支持图片
|
||||
- AI对话助手(智能问答)
|
||||
- AI对聊天助手
|
||||
- AI建表(Online表单)
|
||||
- AI写文章(CMS)
|
||||
- AI表单字段建议(表单设计器)
|
||||
|
||||
##### AI大模型支持
|
||||
|
||||
| AI大模型 | 支持 |
|
||||
| --- | --- |
|
||||
| DeepSeek | √ |
|
||||
| ChatGTP | √ |
|
||||
| Qwq | √ |
|
||||
| 智库 | √ |
|
||||
| Ollama本地模型 | √ |
|
||||
| 等等。。 | √ |
|
||||
- AI表单建议(表单设计器)
|
||||
- AI流程编排(研发中)
|
||||
- AI知识库问答系统(研发中)
|
||||
- AI应用开发平台(研发中)
|
||||
- AI聊天窗口支持嵌入第三方(研发中)
|
||||
|
||||
|
||||
<b>关注公众号了解官方动态</b>
|
||||
|
||||

|
||||
|
||||
|
||||
技术架构:
|
||||
@ -135,15 +96,15 @@ JeecgBoot 平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发
|
||||
#### 后端
|
||||
|
||||
- IDE建议: IDEA (必须安装lombok插件 )
|
||||
- 语言:Java 默认jdk17(支持jdk8、jdk21)
|
||||
- 语言:Java 8+ (支持17)
|
||||
- 依赖管理:Maven
|
||||
- 基础框架:Spring Boot 2.7.18
|
||||
- 微服务框架: Spring Cloud Alibaba 2021.0.6.2
|
||||
- 微服务框架: Spring Cloud Alibaba 2021.0.1.0
|
||||
- 持久层框架:MybatisPlus 3.5.3.2
|
||||
- 报表工具: JimuReport 1.9.5
|
||||
- 安全框架:Apache Shiro 1.13.0,Jwt 4.5.0
|
||||
- 报表工具: JimuReport 1.9.3
|
||||
- 安全框架:Apache Shiro 1.12.0,Jwt 3.11.0
|
||||
- 微服务技术栈:Spring Cloud Alibaba、Nacos、Gateway、Sentinel、Skywalking
|
||||
- 数据库连接池:阿里巴巴Druid 1.1.24
|
||||
- 数据库连接池:阿里巴巴Druid 1.1.22
|
||||
- AI大模型:支持 `ChatGPT` `DeepSeek`切换
|
||||
- 日志打印:logback
|
||||
- 缓存:Redis
|
||||
@ -169,9 +130,7 @@ JeecgBoot 平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发
|
||||
` ( 因为Vite6 需要 Node.js 18 / 20+ )`
|
||||
|
||||
|
||||
#### 平台支持数据库
|
||||
|
||||
> jeecgboot平台支持以下数据库,默认我们只提供mysql脚本,其他数据库可以参考[转库文档](https://my.oschina.net/jeecg/blog/4905722)自己转。
|
||||
#### 支持库
|
||||
|
||||
| 数据库 | 支持 |
|
||||
| --- | --- |
|
||||
@ -180,11 +139,20 @@ JeecgBoot 平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发
|
||||
| Sqlserver2017 | √ |
|
||||
| PostgreSQL | √ |
|
||||
| MariaDB | √ |
|
||||
| MariaDB | √ |
|
||||
| 达梦 | √ |
|
||||
| 人大金仓 | √ |
|
||||
| TiDB | √ |
|
||||
| kingbase8 | √ |
|
||||
|
||||
|
||||
#### 支持AI大模型
|
||||
|
||||
| AI大模型 | 支持 |
|
||||
| --- | --- |
|
||||
| DeepSeek | √ |
|
||||
| ChatGTP | √ |
|
||||
| Ollama本地搭建大模型 | √ |
|
||||
|
||||
AI集成文档: https://help.jeecg.com/java/ai/aichat.html
|
||||
|
||||
|
||||
## 微服务解决方案
|
||||
@ -198,7 +166,7 @@ JeecgBoot 平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发
|
||||
- 6、分布式文件 Minio、阿里OSS √
|
||||
- 7、统一权限控制 JWT + Shiro √
|
||||
- 8、服务监控 SpringBootAdmin√
|
||||
- 9、链路跟踪 Skywalking [参考文档](https://help.jeecg.com/java/springcloud/super/skywarking)
|
||||
- 9、链路跟踪 Skywalking [参考文档](https://help.jeecg.com/java/springcloud/super/skywarking.html)
|
||||
- 10、消息中间件 RabbitMQ √
|
||||
- 11、分布式任务 xxl-job √
|
||||
- 12、分布式事务 Seata
|
||||
@ -210,8 +178,8 @@ JeecgBoot 平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发
|
||||
|
||||
#### 微服务方式启动
|
||||
|
||||
- [单体快速切换微服务](https://help.jeecg.com/java/springcloud/switchcloud/monomer)
|
||||
- [Docker一键启动微服务前后端](https://help.jeecg.com/java/docker/quickcloud)
|
||||
- [单体快速切换微服务](https://help.jeecg.com/java/springcloud/switchcloud/monomer.html)
|
||||
- [Docker一键启动微服务前后端](https://help.jeecg.com/java/docker/quickcloud.html)
|
||||
|
||||
|
||||
#### 微服务架构图
|
||||
@ -292,10 +260,10 @@ JeecgBoot 平台的AIGC功能模块,是一套类似`Dify`的`AIGC应用开发
|
||||
│ ├─AI对话助手
|
||||
│ ├─AI建表
|
||||
│ ├─AI写文章
|
||||
│ ├─AI流程编排
|
||||
│ ├─AI知识库问答系统
|
||||
│ ├─AI应用开发平台
|
||||
│ ├─AI聊天窗口支持嵌入第三方
|
||||
│ ├─AI流程编排(研发中)
|
||||
│ ├─AI知识库问答系统(研发中)
|
||||
│ ├─AI应用开发平台(研发中)
|
||||
│ ├─AI聊天窗口支持嵌入第三方(研发中)
|
||||
├─Online在线开发(低代码)
|
||||
│ ├─Online在线表单
|
||||
│ ├─Online代码生成器
|
||||
|
||||
@ -2,12 +2,12 @@
|
||||
JeecgBoot 低代码开发平台
|
||||
===============
|
||||
|
||||
当前最新版本: 3.8.0(发布日期:2025-04-21)
|
||||
当前最新版本: 3.7.3(发布日期:2025-02-10)
|
||||
|
||||
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot/blob/master/LICENSE)
|
||||
[](http://jeecg.com/aboutusIndex)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
[](https://github.com/zhangdaiscott/jeecg-boot)
|
||||
|
||||
@ -44,14 +44,14 @@ JeecgBoot 是一款基于代码生成器的`低代码开发平台`!前后端
|
||||
启动项目
|
||||
-----------------------------------
|
||||
|
||||
- [IDEA启动前后端项目](https://help.jeecg.com/java/setup/idea/startup)
|
||||
- [Docker一键启动前后端](https://help.jeecg.com/java/docker/quick)
|
||||
- [IDEA启动前后端项目](https://help.jeecg.com/java/setup/idea/startup.html)
|
||||
- [Docker一键启动前后端](https://help.jeecg.com/java/docker/quick.html)
|
||||
|
||||
|
||||
微服务启动
|
||||
-----------------------------------
|
||||
- [单体快速切换微服务](https://help.jeecg.com/java/springcloud/switchcloud/monomer)
|
||||
- [Docker启动微服务后台](https://help.jeecg.com/java/docker/springcloud)
|
||||
- [单体快速切换微服务](https://help.jeecg.com/java/springcloud/switchcloud/monomer.html)
|
||||
- [Docker启动微服务后台](https://help.jeecg.com/java/docker/springcloud.html)
|
||||
|
||||
|
||||
|
||||
@ -66,10 +66,10 @@ JeecgBoot 是一款基于代码生成器的`低代码开发平台`!前后端
|
||||
- 基础框架:Spring Boot 2.7.18
|
||||
- 微服务框架: Spring Cloud Alibaba 2021.0.1.0
|
||||
- 持久层框架:MybatisPlus 3.5.3.2
|
||||
- 报表工具: JimuReport 1.9.4
|
||||
- 报表工具: JimuReport 1.8.1
|
||||
- 安全框架:Apache Shiro 1.12.0,Jwt 3.11.0
|
||||
- 微服务技术栈:Spring Cloud Alibaba、Nacos、Gateway、Sentinel、Skywalking
|
||||
- 数据库连接池:阿里巴巴Druid 1.1.24
|
||||
- 数据库连接池:阿里巴巴Druid 1.1.22
|
||||
- 日志打印:logback
|
||||
- 缓存:Redis
|
||||
- 其他:autopoi, fastjson,poi,Swagger-ui,quartz, lombok(简化代码)等。
|
||||
@ -113,7 +113,7 @@ JeecgBoot 是一款基于代码生成器的`低代码开发平台`!前后端
|
||||
- 6、分布式文件 Minio、阿里OSS √
|
||||
- 7、统一权限控制 JWT + Shiro √
|
||||
- 8、服务监控 SpringBootAdmin√
|
||||
- 9、链路跟踪 Skywalking [参考文档](https://help.jeecg.com/java/springcloud/super/skywarking)
|
||||
- 9、链路跟踪 Skywalking [参考文档](https://help.jeecg.com/java/springcloud/super/skywarking.html)
|
||||
- 10、消息中间件 RabbitMQ √
|
||||
- 11、分布式任务 xxl-job √
|
||||
- 12、分布式事务 Seata
|
||||
|
||||
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
@ -3,6 +3,7 @@
|
||||
> JeecgBoot属于平台级产品,每次升级改动较大,目前做不到平滑升级。
|
||||
|
||||
### 增量升级方案
|
||||
|
||||
#### 1.代码合并
|
||||
本地通过svn或git做好主干,在分支上做业务开发,jeecg每次版本发布,可以手工覆盖主干的代码,对比合并代码;
|
||||
|
||||
@ -11,5 +12,12 @@
|
||||
- 其他库请手工执行SQL, 目录: `jeecg-module-system\jeecg-system-start\src\main\resources\flyway\sql\mysql`
|
||||
> 注意: 升级sql只提供mysql版本;如果有权限升级, 还需要手工角色授权,退出重新登录才好使。
|
||||
|
||||
#### 3.兼容问题
|
||||
#### 3.其他数据库脚本说明
|
||||
原先官方默认提供oracle和SqlServer的脚本,但是维护成本太高,未提供脚本的数据库,可以参考下面的文档自己转
|
||||
https://my.oschina.net/jeecg/blog/4905722
|
||||
(注意:定时任务的表qrtz_*,需要删掉用原始的脚本重新执行一下)
|
||||
quartz-2.2.3-distribution.tar.gz放到百度网盘中,大家自己下载,执行所需数据库脚本
|
||||
https://pan.baidu.com/s/1WrmZdUuAPg3iBwJ-LoHWyg?pwd=8mdz
|
||||
|
||||
#### 4.兼容问题
|
||||
每次发版,会针对不兼容地方重点说明。
|
||||
@ -4,11 +4,15 @@
|
||||
<parent>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-boot-parent</artifactId>
|
||||
<version>3.8.0</version>
|
||||
<version>3.7.3</version>
|
||||
</parent>
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<artifactId>jeecg-boot-base-core</artifactId>
|
||||
|
||||
<properties>
|
||||
<spring-boot.version>3.1.5</spring-boot.version>
|
||||
</properties>
|
||||
|
||||
<repositories>
|
||||
<repository>
|
||||
<id>aliyun</id>
|
||||
@ -43,7 +47,7 @@
|
||||
<!--jeecg-tools-->
|
||||
<dependency>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-boot-common</artifactId>
|
||||
<artifactId>jeecg-boot-common3</artifactId>
|
||||
</dependency>
|
||||
<!--集成springmvc框架并实现自动配置 -->
|
||||
<dependency>
|
||||
@ -115,14 +119,14 @@
|
||||
<!-- druid -->
|
||||
<dependency>
|
||||
<groupId>com.alibaba</groupId>
|
||||
<artifactId>druid-spring-boot-starter</artifactId>
|
||||
<artifactId>druid-spring-boot-3-starter</artifactId>
|
||||
<version>${druid.version}</version>
|
||||
</dependency>
|
||||
|
||||
<!-- 动态数据源 -->
|
||||
<dependency>
|
||||
<groupId>com.baomidou</groupId>
|
||||
<artifactId>dynamic-datasource-spring-boot-starter</artifactId>
|
||||
<artifactId>dynamic-datasource-spring-boot3-starter</artifactId>
|
||||
<version>${dynamic-datasource-spring-boot-starter.version}</version>
|
||||
</dependency>
|
||||
|
||||
@ -173,6 +177,7 @@
|
||||
<artifactId>DmDialect-for-hibernate5.0</artifactId>
|
||||
<version>${dm8.version}</version>
|
||||
</dependency>
|
||||
|
||||
|
||||
<!-- Quartz定时任务 -->
|
||||
<dependency>
|
||||
@ -191,7 +196,14 @@
|
||||
<dependency>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-spring-boot-starter</artifactId>
|
||||
<classifier>jakarta</classifier>
|
||||
<version>${shiro.version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-spring</artifactId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
<!-- shiro-redis -->
|
||||
<dependency>
|
||||
@ -207,13 +219,61 @@
|
||||
<artifactId>checkstyle</artifactId>
|
||||
<groupId>com.puppycrawl.tools</groupId>
|
||||
</exclusion>
|
||||
<!-- TODO shiro 无法使用 spring boot 3.X 自带的jedis,降版本处理 -->
|
||||
<exclusion>
|
||||
<artifactId>jedis</artifactId>
|
||||
<groupId>redis.clients</groupId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
<!-- TODO shiro 无法使用 spring boot 3.X 自带的jedis,降版本处理 -->
|
||||
<dependency>
|
||||
<groupId>redis.clients</groupId>
|
||||
<artifactId>jedis</artifactId>
|
||||
<version>${jedis.version}</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-spring</artifactId>
|
||||
<classifier>jakarta</classifier>
|
||||
<version>${shiro.version}</version>
|
||||
<!-- 排除仍使用了javax.servlet的依赖 -->
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-core</artifactId>
|
||||
</exclusion>
|
||||
<exclusion>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-web</artifactId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
<!-- 引入适配jakarta的依赖包 -->
|
||||
<dependency>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-core</artifactId>
|
||||
<classifier>jakarta</classifier>
|
||||
<version>${shiro.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-web</artifactId>
|
||||
<classifier>jakarta</classifier>
|
||||
<version>${shiro.version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<groupId>org.apache.shiro</groupId>
|
||||
<artifactId>shiro-core</artifactId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
|
||||
<!-- knife4j -->
|
||||
<dependency>
|
||||
<groupId>com.github.xiaoymin</groupId>
|
||||
<artifactId>knife4j-openapi3-spring-boot-starter</artifactId>
|
||||
<artifactId>knife4j-openapi3-jakarta-spring-boot-starter</artifactId>
|
||||
<version>${knife4j-spring-boot-starter.version}</version>
|
||||
</dependency>
|
||||
|
||||
@ -223,21 +283,11 @@
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>codegenerate</artifactId>
|
||||
<version>${codegenerate.version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<artifactId>commons-io</artifactId>
|
||||
<groupId>commons-io</groupId>
|
||||
</exclusion>
|
||||
<exclusion>
|
||||
<artifactId>mysql-connector-java</artifactId>
|
||||
<groupId>mysql</groupId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
|
||||
<!-- AutoPoi Excel工具类-->
|
||||
<dependency>
|
||||
<groupId>org.jeecgframework</groupId>
|
||||
<groupId>org.jeecgframework.boot3</groupId>
|
||||
<artifactId>autopoi-web</artifactId>
|
||||
<version>${autopoi-web.version}</version>
|
||||
<exclusions>
|
||||
@ -262,12 +312,6 @@
|
||||
<dependency>
|
||||
<groupId>io.minio</groupId>
|
||||
<artifactId>minio</artifactId>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<artifactId>checker-qual</artifactId>
|
||||
<groupId>org.checkerframework</groupId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
|
||||
<!-- 阿里云短信 -->
|
||||
@ -286,6 +330,16 @@
|
||||
<dependency>
|
||||
<groupId>com.xkcoding.justauth</groupId>
|
||||
<artifactId>justauth-spring-boot-starter</artifactId>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<groupId>org.springframework.boot</groupId>
|
||||
<artifactId>spring-boot-autoconfigure</artifactId>
|
||||
</exclusion>
|
||||
<exclusion>
|
||||
<groupId>org.springframework.boot</groupId>
|
||||
<artifactId>spring-boot-configuration-processor</artifactId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>com.squareup.okhttp3</groupId>
|
||||
@ -309,10 +363,11 @@
|
||||
<groupId>cn.hutool</groupId>
|
||||
<artifactId>hutool-crypto</artifactId>
|
||||
</dependency>
|
||||
|
||||
<!-- chatgpt -->
|
||||
<dependency>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-boot-starter-chatgpt</artifactId>
|
||||
<artifactId>jeecg-boot-starter3-chatgpt</artifactId>
|
||||
</dependency>
|
||||
</dependencies>
|
||||
</project>
|
||||
@ -2,7 +2,7 @@ package org.jeecg.common.api.dto;
|
||||
|
||||
import lombok.Data;
|
||||
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
import java.io.Serializable;
|
||||
|
||||
/**
|
||||
|
||||
@ -21,13 +21,14 @@ import org.jeecg.common.util.IpUtils;
|
||||
import org.jeecg.common.util.SpringContextUtils;
|
||||
import org.jeecg.common.util.oConvertUtils;
|
||||
import org.springframework.core.LocalVariableTableParameterNameDiscoverer;
|
||||
import org.springframework.core.StandardReflectionParameterNameDiscoverer;
|
||||
import org.springframework.stereotype.Component;
|
||||
import org.springframework.validation.BindingResult;
|
||||
import org.springframework.web.multipart.MultipartFile;
|
||||
import javax.annotation.Resource;
|
||||
import javax.servlet.ServletRequest;
|
||||
import javax.servlet.ServletResponse;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.annotation.Resource;
|
||||
import jakarta.servlet.ServletRequest;
|
||||
import jakarta.servlet.ServletResponse;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.lang.reflect.Method;
|
||||
import java.util.Date;
|
||||
|
||||
@ -172,7 +173,7 @@ public class AutoLogAspect {
|
||||
// 请求的方法参数值
|
||||
Object[] args = joinPoint.getArgs();
|
||||
// 请求的方法参数名称
|
||||
LocalVariableTableParameterNameDiscoverer u = new LocalVariableTableParameterNameDiscoverer();
|
||||
StandardReflectionParameterNameDiscoverer u=new StandardReflectionParameterNameDiscoverer();
|
||||
String[] paramNames = u.getParameterNames(method);
|
||||
if (args != null && paramNames != null) {
|
||||
for (int i = 0; i < args.length; i++) {
|
||||
|
||||
@ -21,7 +21,7 @@ import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.context.annotation.Lazy;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.lang.reflect.Method;
|
||||
import java.util.List;
|
||||
|
||||
|
||||
@ -1,21 +0,0 @@
|
||||
package org.jeecg.common.exception;
|
||||
|
||||
/**
|
||||
* jeecgboot断言异常
|
||||
* for [QQYUN-10990]AIRAG
|
||||
* @author chenrui
|
||||
* @date 2025/2/14 14:31
|
||||
*/
|
||||
public class JeecgBootAssertException extends JeecgBootException {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
|
||||
public JeecgBootAssertException(String message) {
|
||||
super(message);
|
||||
}
|
||||
|
||||
public JeecgBootAssertException(String message, int errCode) {
|
||||
super(message, errCode);
|
||||
}
|
||||
|
||||
}
|
||||
@ -1,6 +1,8 @@
|
||||
package org.jeecg.common.exception;
|
||||
|
||||
import cn.hutool.core.util.ObjectUtil;
|
||||
import jakarta.annotation.Resource;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.apache.commons.lang3.exception.ExceptionUtils;
|
||||
import org.apache.shiro.SecurityUtils;
|
||||
@ -23,19 +25,14 @@ import org.springframework.dao.DuplicateKeyException;
|
||||
import org.springframework.data.redis.connection.PoolException;
|
||||
import org.springframework.http.HttpStatus;
|
||||
import org.springframework.util.CollectionUtils;
|
||||
import org.springframework.validation.ObjectError;
|
||||
import org.springframework.web.HttpRequestMethodNotSupportedException;
|
||||
import org.springframework.web.bind.MethodArgumentNotValidException;
|
||||
import org.springframework.web.bind.annotation.ExceptionHandler;
|
||||
import org.springframework.web.bind.annotation.ResponseStatus;
|
||||
import org.springframework.web.bind.annotation.RestControllerAdvice;
|
||||
import org.springframework.web.multipart.MaxUploadSizeExceededException;
|
||||
import org.springframework.web.servlet.NoHandlerFoundException;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import java.util.Map;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
/**
|
||||
* 异常处理器
|
||||
@ -50,13 +47,6 @@ public class JeecgBootExceptionHandler {
|
||||
@Resource
|
||||
BaseCommonService baseCommonService;
|
||||
|
||||
@ExceptionHandler(MethodArgumentNotValidException.class)
|
||||
public Result<?> handleValidationExceptions(MethodArgumentNotValidException e) {
|
||||
log.error(e.getMessage(), e);
|
||||
addSysLog(e);
|
||||
return Result.error("校验失败!" + e.getBindingResult().getAllErrors().stream().map(ObjectError::getDefaultMessage).collect(Collectors.joining(",")));
|
||||
}
|
||||
|
||||
/**
|
||||
* 处理自定义异常
|
||||
*/
|
||||
|
||||
@ -23,9 +23,9 @@ import org.springframework.web.multipart.MultipartFile;
|
||||
import org.springframework.web.multipart.MultipartHttpServletRequest;
|
||||
import org.springframework.web.servlet.ModelAndView;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.annotation.Resource;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
import java.io.IOException;
|
||||
import java.util.*;
|
||||
|
||||
|
||||
@ -2,7 +2,6 @@ package org.jeecg.common.system.base.entity;
|
||||
|
||||
import java.io.Serializable;
|
||||
|
||||
import io.swagger.v3.oas.annotations.media.Schema;
|
||||
import org.jeecgframework.poi.excel.annotation.Excel;
|
||||
import org.springframework.format.annotation.DateTimeFormat;
|
||||
|
||||
@ -13,6 +12,7 @@ import com.fasterxml.jackson.annotation.JsonFormat;
|
||||
import lombok.Data;
|
||||
import lombok.EqualsAndHashCode;
|
||||
import lombok.experimental.Accessors;
|
||||
import io.swagger.v3.oas.annotations.media.Schema;
|
||||
|
||||
/**
|
||||
* @Description: Entity基类
|
||||
|
||||
@ -5,7 +5,7 @@ import org.jeecg.common.system.vo.SysUserCacheInfo;
|
||||
import org.jeecg.common.util.SpringContextUtils;
|
||||
import org.springframework.util.StringUtils;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
|
||||
@ -6,16 +6,18 @@ import com.auth0.jwt.algorithms.Algorithm;
|
||||
import com.auth0.jwt.exceptions.JWTDecodeException;
|
||||
import com.auth0.jwt.interfaces.DecodedJWT;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import com.google.common.base.Joiner;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.io.OutputStream;
|
||||
import java.util.Date;
|
||||
import java.util.Objects;
|
||||
import java.util.stream.Collectors;
|
||||
import javax.servlet.ServletResponse;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import javax.servlet.http.HttpSession;
|
||||
|
||||
import jakarta.servlet.ServletResponse;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.http.HttpSession;
|
||||
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.apache.shiro.SecurityUtils;
|
||||
@ -200,13 +202,11 @@ public class JwtUtil {
|
||||
}
|
||||
//update-begin---author:chenrui ---date:20250107 for:[QQYUN-10785]数据权限,查看自己拥有部门的权限中存在问题 #7288------------
|
||||
// 是否存在字符串标志
|
||||
boolean multiStr;
|
||||
boolean multiStr = false;
|
||||
if(oConvertUtils.isNotEmpty(key) && key.trim().matches("^\\[\\w+]$")){
|
||||
key = key.substring(1,key.length()-1);
|
||||
multiStr = true;
|
||||
} else {
|
||||
multiStr = false;
|
||||
}
|
||||
}
|
||||
//update-end---author:chenrui ---date:20250107 for:[QQYUN-10785]数据权限,查看自己拥有部门的权限中存在问题 #7288------------
|
||||
//替换为当前系统时间(年月日)
|
||||
if (key.equals(DataBaseConstant.SYS_DATE)|| key.toLowerCase().equals(DataBaseConstant.SYS_DATE_TABLE)) {
|
||||
@ -289,15 +289,7 @@ public class JwtUtil {
|
||||
//update-begin---author:chenrui ---date:20250107 for:[QQYUN-10785]数据权限,查看自己拥有部门的权限中存在问题 #7288------------
|
||||
returnValue = user.getSysMultiOrgCode().stream()
|
||||
.filter(Objects::nonNull)
|
||||
//update-begin---author:chenrui ---date:20250224 for:[issues/7288]数据权限,查看自己拥有部门的权限中存在问题 #7288------------
|
||||
.map(orgCode -> {
|
||||
if (multiStr) {
|
||||
return "'" + orgCode + "'";
|
||||
} else {
|
||||
return orgCode;
|
||||
}
|
||||
})
|
||||
//update-end---author:chenrui ---date:20250224 for:[issues/7288]数据权限,查看自己拥有部门的权限中存在问题 #7288------------
|
||||
.map(orgCode -> "'" + orgCode + "'")
|
||||
.collect(Collectors.joining(", "));
|
||||
//update-end---author:chenrui ---date:20250107 for:[QQYUN-10785]数据权限,查看自己拥有部门的权限中存在问题 #7288------------
|
||||
}
|
||||
|
||||
@ -1,239 +0,0 @@
|
||||
package org.jeecg.common.util;
|
||||
|
||||
|
||||
import org.jeecg.common.exception.JeecgBootAssertException;
|
||||
|
||||
/**
|
||||
* 断言检查工具
|
||||
* for for [QQYUN-10990]AIRAG
|
||||
* @author chenrui
|
||||
* @date 2017-06-22 10:05:56
|
||||
*/
|
||||
public class AssertUtils {
|
||||
|
||||
/**
|
||||
* 确保对象为空,如果不为空抛出异常
|
||||
*
|
||||
* @param msg
|
||||
* @param obj
|
||||
* @throws JeecgBootAssertException
|
||||
* @author chenrui
|
||||
* @date 2017-06-22 10:05:56
|
||||
*/
|
||||
public static void assertEmpty(String msg, Object obj) {
|
||||
if (oConvertUtils.isObjectNotEmpty(obj)) {
|
||||
throw new JeecgBootAssertException(msg);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 确保对象不为空,如果为空抛出异常
|
||||
*
|
||||
* @param msg
|
||||
* @param obj
|
||||
* @throws JeecgBootAssertException
|
||||
* @author chenrui
|
||||
* @date 2017-06-22 10:05:56
|
||||
*/
|
||||
public static void assertNotEmpty(String msg, Object obj) {
|
||||
if (oConvertUtils.isObjectEmpty(obj)) {
|
||||
throw new JeecgBootAssertException(msg);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 验证对象是否相同
|
||||
*
|
||||
* @param message
|
||||
* @param expected
|
||||
* @param actual
|
||||
* @author chenrui
|
||||
* @date 2018/9/12 15:45
|
||||
*/
|
||||
public static void assertEquals(String message, Object expected,
|
||||
Object actual) {
|
||||
if (oConvertUtils.isEqual(expected, actual)) {
|
||||
return;
|
||||
}
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
|
||||
/**
|
||||
* 验证不相同
|
||||
*
|
||||
* @param message
|
||||
* @param expected
|
||||
* @param actual
|
||||
* @author chenrui
|
||||
* @date 2018/9/12 15:45
|
||||
*/
|
||||
public static void assertNotEquals(String message, Object expected,
|
||||
Object actual) {
|
||||
if (oConvertUtils.isEqual(expected, actual)) {
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
/**
|
||||
* 验证是否相等
|
||||
*
|
||||
* @param message
|
||||
* @param expected
|
||||
* @param actual
|
||||
* @author chenrui
|
||||
* @date 2018/9/12 15:45
|
||||
*/
|
||||
public static void assertSame(String message, Object expected,
|
||||
Object actual) {
|
||||
if (expected == actual) {
|
||||
return;
|
||||
}
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
|
||||
/**
|
||||
* 验证不相等
|
||||
*
|
||||
* @param message
|
||||
* @param unexpected
|
||||
* @param actual
|
||||
* @author chenrui
|
||||
* @date 2018/9/12 15:45
|
||||
*/
|
||||
public static void assertNotSame(String message, Object unexpected,
|
||||
Object actual) {
|
||||
if (unexpected == actual) {
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 验证是否为真
|
||||
*
|
||||
* @param message
|
||||
* @param condition
|
||||
*/
|
||||
public static void assertTrue(String message, boolean condition) {
|
||||
if (!condition) {
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 验证 condition是否为false
|
||||
*
|
||||
* @param message
|
||||
* @param condition
|
||||
*/
|
||||
public static void assertFalse(String message, boolean condition) {
|
||||
assertTrue(message, !condition);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 验证是否存在
|
||||
*
|
||||
* @param message
|
||||
* @param obj
|
||||
* @param objs
|
||||
* @param <T>
|
||||
* @throws JeecgBootAssertException
|
||||
* @author chenrui
|
||||
* @date 2018/1/31 22:14
|
||||
*/
|
||||
public static <T> void assertIn(String message, T obj, T... objs) {
|
||||
assertNotEmpty(message, obj);
|
||||
assertNotEmpty(message, objs);
|
||||
if (!oConvertUtils.isIn(obj, objs)) {
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 验证是否不存在
|
||||
*
|
||||
* @param message
|
||||
* @param obj
|
||||
* @param objs
|
||||
* @param <T>
|
||||
* @throws JeecgBootAssertException
|
||||
* @author chenrui
|
||||
* @date 2018/1/31 22:14
|
||||
*/
|
||||
|
||||
public static <T> void assertNotIn(String message, T obj, T... objs) {
|
||||
assertNotEmpty(message, obj);
|
||||
assertNotEmpty(message, objs);
|
||||
if (oConvertUtils.isIn(obj, objs)) {
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 确保src大于des
|
||||
*
|
||||
* @param message
|
||||
* @param src
|
||||
* @param des
|
||||
* @author chenrui
|
||||
* @date 2018/9/19 15:30
|
||||
*/
|
||||
public static void assertGt(String message, Number src, Number des) {
|
||||
if (oConvertUtils.isGt(src, des)) {
|
||||
return;
|
||||
}
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
|
||||
/**
|
||||
* 确保src大于等于des
|
||||
*
|
||||
* @param message
|
||||
* @param src
|
||||
* @param des
|
||||
* @author chenrui
|
||||
* @date 2018/9/19 15:30
|
||||
*/
|
||||
public static void assertGe(String message, Number src, Number des) {
|
||||
if (oConvertUtils.isGe(src, des)) {
|
||||
return;
|
||||
}
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 确保src小于des
|
||||
*
|
||||
* @param message
|
||||
* @param src
|
||||
* @param des
|
||||
* @author chenrui
|
||||
* @date 2018/9/19 15:30
|
||||
*/
|
||||
public static void assertLt(String message, Number src, Number des) {
|
||||
if (oConvertUtils.isGe(src, des)) {
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 确保src小于等于des
|
||||
*
|
||||
* @param message
|
||||
* @param src
|
||||
* @param des
|
||||
* @author chenrui
|
||||
* @date 2018/9/19 15:30
|
||||
*/
|
||||
public static void assertLe(String message, Number src, Number des) {
|
||||
if (oConvertUtils.isGt(src, des)) {
|
||||
throw new JeecgBootAssertException(message);
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
@ -5,7 +5,7 @@ import java.util.Map;
|
||||
import java.util.regex.Matcher;
|
||||
import java.util.regex.Pattern;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
|
||||
/**
|
||||
*
|
||||
|
||||
@ -19,7 +19,7 @@ import org.springframework.jdbc.datasource.DriverManagerDataSource;
|
||||
import org.springframework.util.FileCopyUtils;
|
||||
import org.springframework.web.multipart.MultipartFile;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import javax.sql.DataSource;
|
||||
import java.io.ByteArrayInputStream;
|
||||
import java.io.File;
|
||||
|
||||
@ -1,10 +1,10 @@
|
||||
package org.jeecg.common.util;
|
||||
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.apache.commons.io.FilenameUtils;
|
||||
import org.jeecg.common.exception.JeecgBootException;
|
||||
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import java.io.*;
|
||||
import java.net.URL;
|
||||
import java.net.URLConnection;
|
||||
|
||||
@ -4,13 +4,13 @@ import com.alibaba.fastjson.JSON;
|
||||
import com.alibaba.fastjson.JSONObject;
|
||||
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
|
||||
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.apache.commons.lang3.StringUtils;
|
||||
import org.jeecg.common.constant.SymbolConstant;
|
||||
import org.jeecg.common.handler.IFillRuleHandler;
|
||||
import org.jeecg.common.system.query.QueryGenerator;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
|
||||
|
||||
/**
|
||||
|
||||
@ -1,6 +1,6 @@
|
||||
package org.jeecg.common.util;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
|
||||
import org.apache.commons.lang3.StringUtils;
|
||||
import org.jeecg.common.constant.CommonConstant;
|
||||
|
||||
@ -1,7 +1,7 @@
|
||||
package org.jeecg.common.util;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
|
||||
import org.jeecg.common.constant.CommonConstant;
|
||||
import org.jeecg.common.constant.ServiceNameConstants;
|
||||
|
||||
@ -11,7 +11,7 @@ import org.jeecg.common.exception.JeecgBoot401Exception;
|
||||
import org.jeecg.common.system.util.JwtUtil;
|
||||
import org.jeecg.common.system.vo.LoginUser;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
|
||||
/**
|
||||
* @Author scott
|
||||
|
||||
@ -1,6 +1,6 @@
|
||||
package org.jeecg.common.util.encryption;
|
||||
|
||||
import org.apache.shiro.codec.Base64;
|
||||
import org.apache.shiro.lang.codec.Base64;
|
||||
|
||||
import javax.crypto.Cipher;
|
||||
import javax.crypto.spec.IvParameterSpec;
|
||||
|
||||
@ -42,7 +42,6 @@ public class SsrfFileTypeFilter {
|
||||
FILE_TYPE_WHITE_LIST.add("pdf");
|
||||
FILE_TYPE_WHITE_LIST.add("csv");
|
||||
// FILE_TYPE_WHITE_LIST.add("xml");
|
||||
FILE_TYPE_WHITE_LIST.add("md");
|
||||
|
||||
//音视频文件
|
||||
FILE_TYPE_WHITE_LIST.add("mp4");
|
||||
@ -66,10 +65,6 @@ public class SsrfFileTypeFilter {
|
||||
FILE_TYPE_WHITE_LIST.add("apk");
|
||||
FILE_TYPE_WHITE_LIST.add("wgt");
|
||||
|
||||
//幻灯片文件后缀
|
||||
FILE_TYPE_WHITE_LIST.add("ppt");
|
||||
FILE_TYPE_WHITE_LIST.add("pptx");
|
||||
|
||||
//设置禁止文件的头部标记
|
||||
FILE_TYPE_MAP.put("3c25402070616765206c", "jsp");
|
||||
FILE_TYPE_MAP.put("3c3f7068700a0a2f2a2a0a202a205048", "php");
|
||||
|
||||
@ -9,11 +9,10 @@ import org.jeecg.common.constant.CommonConstant;
|
||||
import org.jeecg.common.constant.SymbolConstant;
|
||||
import org.springframework.beans.BeanUtils;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.io.IOException;
|
||||
import java.io.InputStream;
|
||||
import java.io.UnsupportedEncodingException;
|
||||
import java.lang.reflect.Array;
|
||||
import java.lang.reflect.Field;
|
||||
import java.math.BigDecimal;
|
||||
import java.math.BigInteger;
|
||||
@ -464,7 +463,7 @@ public class oConvertUtils {
|
||||
return false;
|
||||
}
|
||||
|
||||
List<String> childs = childArray.toJavaList(String.class);
|
||||
String[] childs = (String[]) childArray.toArray();
|
||||
for (String v : childs) {
|
||||
if (!isIn(v, all)) {
|
||||
return false;
|
||||
@ -1029,109 +1028,5 @@ public class oConvertUtils {
|
||||
}
|
||||
return result;
|
||||
}
|
||||
|
||||
/**
|
||||
* 判断对象是否为空 <br/>
|
||||
* 支持各种类型的对象
|
||||
* for for [QQYUN-10990]AIRAG
|
||||
* @param obj
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/13 18:34
|
||||
*/
|
||||
public static boolean isObjectEmpty(Object obj) {
|
||||
if (null == obj) {
|
||||
return true;
|
||||
}
|
||||
|
||||
if (obj instanceof CharSequence) {
|
||||
return isEmpty(obj);
|
||||
} else if (obj instanceof Map) {
|
||||
return ((Map<?, ?>) obj).isEmpty();
|
||||
} else if (obj instanceof Iterable) {
|
||||
return isObjectEmpty(((Iterable<?>) obj).iterator());
|
||||
} else if (obj instanceof Iterator) {
|
||||
return !((Iterator<?>) obj).hasNext();
|
||||
} else if (isArray(obj)) {
|
||||
return 0 == Array.getLength(obj);
|
||||
}
|
||||
return false;
|
||||
}
|
||||
|
||||
/**
|
||||
* iterator 是否为空
|
||||
* for for [QQYUN-10990]AIRAG
|
||||
* @param iterator Iterator对象
|
||||
* @return 是否为空
|
||||
*/
|
||||
public static boolean isEmptyIterator(Iterator<?> iterator) {
|
||||
return null == iterator || false == iterator.hasNext();
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 判断对象是否不为空
|
||||
* for for [QQYUN-10990]AIRAG
|
||||
* @param object
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/13 18:35
|
||||
*/
|
||||
public static boolean isObjectNotEmpty(Object object) {
|
||||
return !isObjectEmpty(object);
|
||||
}
|
||||
|
||||
/**
|
||||
* 如果src大于des返回true
|
||||
* for [QQYUN-10990]AIRAG
|
||||
* @param src
|
||||
* @param des
|
||||
* @return
|
||||
* @author: chenrui
|
||||
* @date: 2018/9/19 15:30
|
||||
*/
|
||||
public static boolean isGt(Number src, Number des) {
|
||||
if (null == src || null == des) {
|
||||
throw new IllegalArgumentException("参数不能为空");
|
||||
}
|
||||
if (src.doubleValue() > des.doubleValue()) {
|
||||
return true;
|
||||
}
|
||||
return false;
|
||||
}
|
||||
|
||||
/**
|
||||
* 如果src大于等于des返回true
|
||||
* for [QQYUN-10990]AIRAG
|
||||
* @param src
|
||||
* @param des
|
||||
* @return
|
||||
* @author: chenrui
|
||||
* @date: 2018/9/19 15:30
|
||||
*/
|
||||
public static boolean isGe(Number src, Number des) {
|
||||
if (null == src || null == des) {
|
||||
throw new IllegalArgumentException("参数不能为空");
|
||||
}
|
||||
if (src.doubleValue() < des.doubleValue()) {
|
||||
return false;
|
||||
}
|
||||
return true;
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 判断是否存在
|
||||
* for [QQYUN-10990]AIRAG
|
||||
* @param obj
|
||||
* @param objs
|
||||
* @param <T>
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2020/9/12 15:50
|
||||
*/
|
||||
public static <T> boolean isIn(T obj, T... objs) {
|
||||
return isIn(obj, objs);
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
@ -0,0 +1,33 @@
|
||||
package org.jeecg.common.util.sqlInjection;
|
||||
|
||||
import net.sf.jsqlparser.parser.CCJSqlParserDefaultVisitor;
|
||||
import net.sf.jsqlparser.parser.SimpleNode;
|
||||
import net.sf.jsqlparser.statement.select.UnionOp;
|
||||
import org.jeecg.common.exception.JeecgSqlInjectionException;
|
||||
|
||||
/**
|
||||
* 基于抽象语法树(AST)的注入攻击分析实现
|
||||
*
|
||||
* @author guyadong
|
||||
*/
|
||||
public class InjectionAstNodeVisitor extends CCJSqlParserDefaultVisitor {
|
||||
public InjectionAstNodeVisitor() {
|
||||
}
|
||||
|
||||
/**
|
||||
* 处理禁止联合查询
|
||||
*
|
||||
* @param node
|
||||
* @param data
|
||||
* @return
|
||||
*/
|
||||
@Override
|
||||
public Object visit(SimpleNode node, Object data) {
|
||||
Object value = node.jjtGetValue();
|
||||
if (value instanceof UnionOp) {
|
||||
throw new JeecgSqlInjectionException("DISABLE UNION");
|
||||
}
|
||||
return super.visit(node, data);
|
||||
}
|
||||
}
|
||||
|
||||
@ -0,0 +1,172 @@
|
||||
package org.jeecg.common.util.sqlInjection;
|
||||
|
||||
|
||||
import net.sf.jsqlparser.expression.BinaryExpression;
|
||||
import net.sf.jsqlparser.expression.Expression;
|
||||
import net.sf.jsqlparser.expression.Function;
|
||||
import net.sf.jsqlparser.expression.operators.conditional.AndExpression;
|
||||
import net.sf.jsqlparser.expression.operators.conditional.OrExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.ComparisonOperator;
|
||||
import net.sf.jsqlparser.schema.Column;
|
||||
import net.sf.jsqlparser.statement.select.Join;
|
||||
import net.sf.jsqlparser.statement.select.OrderByElement;
|
||||
import net.sf.jsqlparser.statement.select.PlainSelect;
|
||||
import net.sf.jsqlparser.statement.select.SelectItem;
|
||||
import net.sf.jsqlparser.statement.select.SubSelect;
|
||||
import net.sf.jsqlparser.statement.select.WithItem;
|
||||
import net.sf.jsqlparser.util.TablesNamesFinder;
|
||||
import org.jeecg.common.exception.JeecgSqlInjectionException;
|
||||
import org.jeecg.common.util.sqlInjection.parse.ConstAnalyzer;
|
||||
import org.jeecg.common.util.sqlInjection.parse.ParserSupport;
|
||||
|
||||
/**
|
||||
* 基于SQL语法对象的SQL注入攻击分析实现
|
||||
*
|
||||
* @author guyadong
|
||||
*/
|
||||
public class InjectionSyntaxObjectAnalyzer extends TablesNamesFinder {
|
||||
/**
|
||||
* 危险函数名
|
||||
*/
|
||||
private static final String DANGROUS_FUNCTIONS = "(sleep|benchmark|extractvalue|updatexml|ST_LatFromGeoHash|ST_LongFromGeoHash|GTID_SUBSET|GTID_SUBTRACT|floor|ST_Pointfromgeohash"
|
||||
+ "|geometrycollection|multipoint|polygon|multipolygon|linestring|multilinestring)";
|
||||
|
||||
private static ThreadLocal<Boolean> disableSubselect = new ThreadLocal<Boolean>() {
|
||||
@Override
|
||||
protected Boolean initialValue() {
|
||||
return true;
|
||||
}
|
||||
};
|
||||
private ConstAnalyzer constAnalyzer = new ConstAnalyzer();
|
||||
|
||||
public InjectionSyntaxObjectAnalyzer() {
|
||||
super();
|
||||
init(true);
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visitBinaryExpression(BinaryExpression binaryExpression) {
|
||||
if (binaryExpression instanceof ComparisonOperator) {
|
||||
if (isConst(binaryExpression.getLeftExpression()) && isConst(binaryExpression.getRightExpression())) {
|
||||
/** 禁用恒等式 */
|
||||
throw new JeecgSqlInjectionException("DISABLE IDENTICAL EQUATION " + binaryExpression);
|
||||
}
|
||||
}
|
||||
super.visitBinaryExpression(binaryExpression);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(AndExpression andExpression) {
|
||||
super.visit(andExpression);
|
||||
checkConstExpress(andExpression.getLeftExpression());
|
||||
checkConstExpress(andExpression.getRightExpression());
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(OrExpression orExpression) {
|
||||
super.visit(orExpression);
|
||||
checkConstExpress(orExpression.getLeftExpression());
|
||||
checkConstExpress(orExpression.getRightExpression());
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Function function) {
|
||||
if (function.getName().matches(DANGROUS_FUNCTIONS)) {
|
||||
/** 禁用危险函数 */
|
||||
throw new JeecgSqlInjectionException("DANGROUS FUNCTION: " + function.getName());
|
||||
}
|
||||
super.visit(function);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(WithItem withItem) {
|
||||
try {
|
||||
/** 允许 WITH 语句中的子查询 */
|
||||
disableSubselect.set(false);
|
||||
super.visit(withItem);
|
||||
} finally {
|
||||
disableSubselect.set(true);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(SubSelect subSelect) {
|
||||
try {
|
||||
/** 允许语句中的子查询 */
|
||||
disableSubselect.set(false);
|
||||
super.visit(subSelect);
|
||||
} finally {
|
||||
disableSubselect.set(true);
|
||||
}
|
||||
// if (disableSubselect.get()) {
|
||||
// // 禁用子查询
|
||||
// throw new JeecgSqlInjectionException("DISABLE subselect " + subSelect);
|
||||
// }
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Column tableColumn) {
|
||||
if (ParserSupport.isBoolean(tableColumn)) {
|
||||
throw new JeecgSqlInjectionException("DISABLE CONST BOOL " + tableColumn);
|
||||
}
|
||||
super.visit(tableColumn);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(PlainSelect plainSelect) {
|
||||
if (plainSelect.getSelectItems() != null) {
|
||||
for (SelectItem item : plainSelect.getSelectItems()) {
|
||||
item.accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
if (plainSelect.getFromItem() != null) {
|
||||
plainSelect.getFromItem().accept(this);
|
||||
}
|
||||
|
||||
if (plainSelect.getJoins() != null) {
|
||||
for (Join join : plainSelect.getJoins()) {
|
||||
join.getRightItem().accept(this);
|
||||
for (Expression e : join.getOnExpressions()) {
|
||||
e.accept(this);
|
||||
}
|
||||
}
|
||||
}
|
||||
if (plainSelect.getWhere() != null) {
|
||||
plainSelect.getWhere().accept(this);
|
||||
checkConstExpress(plainSelect.getWhere());
|
||||
}
|
||||
|
||||
if (plainSelect.getHaving() != null) {
|
||||
plainSelect.getHaving().accept(this);
|
||||
}
|
||||
|
||||
if (plainSelect.getOracleHierarchical() != null) {
|
||||
plainSelect.getOracleHierarchical().accept(this);
|
||||
}
|
||||
if (plainSelect.getOrderByElements() != null) {
|
||||
for (OrderByElement orderByElement : plainSelect.getOrderByElements()) {
|
||||
orderByElement.getExpression().accept(this);
|
||||
}
|
||||
}
|
||||
if (plainSelect.getGroupBy() != null) {
|
||||
for (Expression expression : plainSelect.getGroupBy().getGroupByExpressionList().getExpressions()) {
|
||||
expression.accept(this);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private boolean isConst(Expression expression) {
|
||||
return constAnalyzer.isConstExpression(expression);
|
||||
}
|
||||
|
||||
private void checkConstExpress(Expression expression) {
|
||||
if (constAnalyzer.isConstExpression(expression)) {
|
||||
/** 禁用常量表达式 */
|
||||
throw new JeecgSqlInjectionException("DISABLE CONST EXPRESSION " + expression);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@ -0,0 +1,65 @@
|
||||
package org.jeecg.common.util.sqlInjection;
|
||||
|
||||
import org.jeecg.common.exception.JeecgSqlInjectionException;
|
||||
import org.jeecg.common.util.sqlInjection.parse.ParserSupport;
|
||||
;
|
||||
|
||||
/**
|
||||
* SQL注入攻击分析器
|
||||
*
|
||||
* @author guyadong
|
||||
* 参考:
|
||||
* https://blog.csdn.net/10km/article/details/127767358
|
||||
* https://gitee.com/l0km/sql2java/tree/dev/sql2java-manager/src/main/java/gu/sql2java/parser
|
||||
*/
|
||||
public class SqlInjectionAnalyzer {
|
||||
|
||||
//启用/关闭注入攻击检查
|
||||
private boolean injectCheckEnable = true;
|
||||
//防止SQL注入攻击分析实现
|
||||
private final InjectionSyntaxObjectAnalyzer injectionChecker;
|
||||
private final InjectionAstNodeVisitor injectionVisitor;
|
||||
|
||||
public SqlInjectionAnalyzer() {
|
||||
this.injectionChecker = new InjectionSyntaxObjectAnalyzer();
|
||||
this.injectionVisitor = new InjectionAstNodeVisitor();
|
||||
}
|
||||
|
||||
/**
|
||||
* 启用/关闭注入攻击检查,默认启动
|
||||
*
|
||||
* @param enable
|
||||
* @return
|
||||
*/
|
||||
public SqlInjectionAnalyzer injectCheckEnable(boolean enable) {
|
||||
injectCheckEnable = enable;
|
||||
return this;
|
||||
}
|
||||
|
||||
/**
|
||||
* 对解析后的SQL对象执行注入攻击分析,有注入攻击的危险则抛出异常{@link JeecgSqlInjectionException}
|
||||
*
|
||||
* @param sqlParserInfo
|
||||
* @throws JeecgSqlInjectionException
|
||||
*/
|
||||
public ParserSupport.SqlParserInfo injectAnalyse(ParserSupport.SqlParserInfo sqlParserInfo) throws JeecgSqlInjectionException {
|
||||
if (null != sqlParserInfo && injectCheckEnable) {
|
||||
/** SQL注入攻击检查 */
|
||||
sqlParserInfo.statement.accept(injectionChecker);
|
||||
sqlParserInfo.simpleNode.jjtAccept(injectionVisitor, null);
|
||||
}
|
||||
return sqlParserInfo;
|
||||
}
|
||||
|
||||
/**
|
||||
* sql校验
|
||||
*/
|
||||
public static void checkSql(String sql,boolean check){
|
||||
SqlInjectionAnalyzer sqlInjectionAnalyzer = new SqlInjectionAnalyzer();
|
||||
sqlInjectionAnalyzer.injectCheckEnable(check);
|
||||
ParserSupport.SqlParserInfo sqlParserInfo = ParserSupport.parse0(sql, null,null);
|
||||
sqlInjectionAnalyzer.injectAnalyse(sqlParserInfo);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@ -0,0 +1,569 @@
|
||||
package org.jeecg.common.util.sqlInjection.parse;
|
||||
|
||||
import net.sf.jsqlparser.expression.*;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.Addition;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.BitwiseAnd;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.BitwiseLeftShift;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.BitwiseOr;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.BitwiseRightShift;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.BitwiseXor;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.Concat;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.Division;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.IntegerDivision;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.Modulo;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.Multiplication;
|
||||
import net.sf.jsqlparser.expression.operators.arithmetic.Subtraction;
|
||||
import net.sf.jsqlparser.expression.operators.conditional.AndExpression;
|
||||
import net.sf.jsqlparser.expression.operators.conditional.OrExpression;
|
||||
import net.sf.jsqlparser.expression.operators.conditional.XorExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.Between;
|
||||
import net.sf.jsqlparser.expression.operators.relational.EqualsTo;
|
||||
import net.sf.jsqlparser.expression.operators.relational.ExistsExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.ExpressionList;
|
||||
import net.sf.jsqlparser.expression.operators.relational.FullTextSearch;
|
||||
import net.sf.jsqlparser.expression.operators.relational.GeometryDistance;
|
||||
import net.sf.jsqlparser.expression.operators.relational.GreaterThan;
|
||||
import net.sf.jsqlparser.expression.operators.relational.GreaterThanEquals;
|
||||
import net.sf.jsqlparser.expression.operators.relational.InExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.IsBooleanExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.IsDistinctExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.IsNullExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.ItemsListVisitor;
|
||||
import net.sf.jsqlparser.expression.operators.relational.JsonOperator;
|
||||
import net.sf.jsqlparser.expression.operators.relational.LikeExpression;
|
||||
import net.sf.jsqlparser.expression.operators.relational.Matches;
|
||||
import net.sf.jsqlparser.expression.operators.relational.MinorThan;
|
||||
import net.sf.jsqlparser.expression.operators.relational.MinorThanEquals;
|
||||
import net.sf.jsqlparser.expression.operators.relational.MultiExpressionList;
|
||||
import net.sf.jsqlparser.expression.operators.relational.NamedExpressionList;
|
||||
import net.sf.jsqlparser.expression.operators.relational.NotEqualsTo;
|
||||
import net.sf.jsqlparser.expression.operators.relational.RegExpMatchOperator;
|
||||
import net.sf.jsqlparser.expression.operators.relational.RegExpMySQLOperator;
|
||||
import net.sf.jsqlparser.expression.operators.relational.SimilarToExpression;
|
||||
import net.sf.jsqlparser.schema.Column;
|
||||
import net.sf.jsqlparser.statement.select.AllColumns;
|
||||
import net.sf.jsqlparser.statement.select.AllTableColumns;
|
||||
import net.sf.jsqlparser.statement.select.OrderByElement;
|
||||
import net.sf.jsqlparser.statement.select.SubSelect;
|
||||
|
||||
/**
|
||||
* 判断表达是否为常量的分析器
|
||||
*
|
||||
* @author guyadong
|
||||
*/
|
||||
public class ConstAnalyzer implements ExpressionVisitor, ItemsListVisitor {
|
||||
|
||||
private static ThreadLocal<Boolean> constFlag = new ThreadLocal<Boolean>() {
|
||||
@Override
|
||||
protected Boolean initialValue() {
|
||||
return true;
|
||||
}
|
||||
};
|
||||
|
||||
@Override
|
||||
public void visit(NullValue value) {
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Function function) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(SignedExpression expr) {
|
||||
expr.getExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(JdbcParameter parameter) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(JdbcNamedParameter parameter) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(DoubleValue value) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(LongValue value) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(DateValue value) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(TimeValue value) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(TimestampValue value) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Parenthesis parenthesis) {
|
||||
parenthesis.getExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(StringValue value) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Addition expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Division expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(IntegerDivision expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Multiplication expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Subtraction expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(AndExpression expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(OrExpression expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(XorExpression expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Between expr) {
|
||||
expr.getLeftExpression().accept(this);
|
||||
expr.getBetweenExpressionStart().accept(this);
|
||||
expr.getBetweenExpressionEnd().accept(this);
|
||||
}
|
||||
|
||||
/**
|
||||
* 用于处理 OverlapsCondition 类型的表达式
|
||||
* @param overlapsCondition
|
||||
*/
|
||||
@Override
|
||||
public void visit(OverlapsCondition overlapsCondition) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
/**
|
||||
* 用于处理 SafeCastExpression 类型的表达式。
|
||||
* @param safeCastExpression
|
||||
*/
|
||||
@Override
|
||||
public void visit(SafeCastExpression safeCastExpression) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(EqualsTo expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(GreaterThan expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(GreaterThanEquals expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(InExpression expr) {
|
||||
if (expr.getLeftExpression() != null) {
|
||||
expr.getLeftExpression().accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(IsNullExpression expr) {
|
||||
expr.getLeftExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(FullTextSearch expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(IsBooleanExpression expr) {
|
||||
expr.getLeftExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(LikeExpression expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(MinorThan expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(MinorThanEquals expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(NotEqualsTo expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Column column) {
|
||||
if (!ParserSupport.isBoolean(column)) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(SubSelect subSelect) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(CaseExpression expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(WhenClause expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(ExistsExpression expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(AnyComparisonExpression expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Concat expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Matches expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(BitwiseAnd expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(BitwiseOr expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(BitwiseXor expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(CastExpression expr) {
|
||||
expr.getLeftExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(TryCastExpression expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(Modulo expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(AnalyticExpression expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(ExtractExpression expr) {
|
||||
expr.getExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(IntervalExpression expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(OracleHierarchicalExpression expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(RegExpMatchOperator expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(ExpressionList expressionList) {
|
||||
for (Expression expr : expressionList.getExpressions()) {
|
||||
expr.accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(NamedExpressionList namedExpressionList) {
|
||||
for (Expression expr : namedExpressionList.getExpressions()) {
|
||||
expr.accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(MultiExpressionList multiExprList) {
|
||||
for (ExpressionList list : multiExprList.getExpressionLists()) {
|
||||
visit(list);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(NotExpression notExpr) {
|
||||
notExpr.getExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(BitwiseRightShift expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(BitwiseLeftShift expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
protected void visitBinaryExpression(BinaryExpression expr) {
|
||||
expr.getLeftExpression().accept(this);
|
||||
expr.getRightExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(JsonExpression jsonExpr) {
|
||||
jsonExpr.getExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(JsonOperator expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(RegExpMySQLOperator expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(UserVariable var) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(NumericBind bind) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(KeepExpression expr) {
|
||||
for (OrderByElement element : expr.getOrderByElements()) {
|
||||
element.getExpression().accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(MySQLGroupConcat groupConcat) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(ValueListExpression valueListExpression) {
|
||||
for (Expression expr : valueListExpression.getExpressionList().getExpressions()) {
|
||||
expr.accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(AllColumns allColumns) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(AllTableColumns allTableColumns) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(AllValue allValue) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(IsDistinctExpression isDistinctExpression) {
|
||||
visitBinaryExpression(isDistinctExpression);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(RowGetExpression rowGetExpression) {
|
||||
rowGetExpression.getExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(HexValue hexValue) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(OracleHint hint) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(TimeKeyExpression timeKeyExpression) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(DateTimeLiteralExpression literal) {
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(NextValExpression nextVal) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(CollateExpression col) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(SimilarToExpression expr) {
|
||||
visitBinaryExpression(expr);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(ArrayExpression array) {
|
||||
array.getObjExpression().accept(this);
|
||||
if (array.getIndexExpression() != null) {
|
||||
array.getIndexExpression().accept(this);
|
||||
}
|
||||
if (array.getStartIndexExpression() != null) {
|
||||
array.getStartIndexExpression().accept(this);
|
||||
}
|
||||
if (array.getStopIndexExpression() != null) {
|
||||
array.getStopIndexExpression().accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(ArrayConstructor aThis) {
|
||||
for (Expression expression : aThis.getExpressions()) {
|
||||
expression.accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(VariableAssignment var) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(XMLSerializeExpr expr) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(TimezoneExpression expr) {
|
||||
expr.getLeftExpression().accept(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(JsonAggregateFunction expression) {
|
||||
Expression expr = expression.getExpression();
|
||||
if (expr != null) {
|
||||
expr.accept(this);
|
||||
}
|
||||
|
||||
expr = expression.getFilterExpression();
|
||||
if (expr != null) {
|
||||
expr.accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(JsonFunction expression) {
|
||||
for (JsonFunctionExpression expr : expression.getExpressions()) {
|
||||
expr.getExpression().accept(this);
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(ConnectByRootOperator connectByRootOperator) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(OracleNamedFunctionParameter oracleNamedFunctionParameter) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(GeometryDistance geometryDistance) {
|
||||
visitBinaryExpression(geometryDistance);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void visit(RowConstructor rowConstructor) {
|
||||
constFlag.set(false);
|
||||
}
|
||||
|
||||
public boolean isConstExpression(Expression expression) {
|
||||
if (null != expression) {
|
||||
constFlag.set(true);
|
||||
expression.accept(this);
|
||||
return constFlag.get();
|
||||
}
|
||||
return false;
|
||||
}
|
||||
}
|
||||
|
||||
@ -0,0 +1,177 @@
|
||||
package org.jeecg.common.util.sqlInjection.parse;
|
||||
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import net.sf.jsqlparser.JSQLParserException;
|
||||
import net.sf.jsqlparser.parser.*;
|
||||
import net.sf.jsqlparser.schema.Column;
|
||||
import net.sf.jsqlparser.statement.Statement;
|
||||
import net.sf.jsqlparser.statement.select.PlainSelect;
|
||||
import net.sf.jsqlparser.statement.select.Select;
|
||||
import net.sf.jsqlparser.statement.select.SelectBody;
|
||||
|
||||
import static com.google.common.base.Preconditions.checkArgument;
|
||||
import static com.google.common.base.Preconditions.checkNotNull;
|
||||
|
||||
import java.lang.reflect.InvocationTargetException;
|
||||
import java.util.regex.Matcher;
|
||||
import java.util.regex.Pattern;
|
||||
|
||||
import com.google.common.base.Throwables;
|
||||
import org.jeecg.common.exception.JeecgBootException;
|
||||
import org.jeecg.common.exception.JeecgSqlInjectionException;
|
||||
|
||||
/**
|
||||
* 解析sql支持
|
||||
*/
|
||||
@Slf4j
|
||||
public class ParserSupport {
|
||||
/**
|
||||
* 解析SELECT SQL语句,解析失败或非SELECT语句则抛出异常
|
||||
*
|
||||
* @param sql
|
||||
* @return
|
||||
*/
|
||||
public static Select parseSelect(String sql) {
|
||||
Statement stmt;
|
||||
try {
|
||||
stmt = CCJSqlParserUtil.parse(checkNotNull(sql, "sql is null"));
|
||||
} catch (JSQLParserException e) {
|
||||
throw new JeecgBootException(e);
|
||||
}
|
||||
checkArgument(stmt instanceof Select, "%s is not SELECT statment", sql);
|
||||
Select select = (Select) stmt;
|
||||
SelectBody selectBody = select.getSelectBody();
|
||||
// 暂时只支持简单的SELECT xxxx FROM ....语句不支持复杂语句如WITH
|
||||
checkArgument(selectBody instanceof PlainSelect, "ONLY SUPPORT plain select statement %s", sql);
|
||||
return (Select) stmt;
|
||||
}
|
||||
|
||||
/**
|
||||
* 解析SELECT SQL语句,解析失败或非SELECT语句则
|
||||
*
|
||||
* @param sql
|
||||
* @return
|
||||
*/
|
||||
public static Select parseSelectUnchecked(String sql) {
|
||||
try {
|
||||
return parseSelect(sql);
|
||||
} catch (Exception e) {
|
||||
return null;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 实现SQL语句解析,解析成功则返回解析后的{@link Statement},
|
||||
* 并通过{@code visitor}参数提供基于AST(抽象语法树)的遍历所有节点的能力。
|
||||
*
|
||||
* @param sql SQL语句
|
||||
* @param visitor 遍历所有节点的{@link SimpleNodeVisitor}接口实例,为{@code null}忽略
|
||||
* @param sqlSyntaxNormalizer SQL语句分析转换器,为{@code null}忽略
|
||||
* @throws JSQLParserException 输入的SQL语句有语法错误
|
||||
* @see #parse0(String, CCJSqlParserVisitor, SqlSyntaxNormalizer)
|
||||
*/
|
||||
public static Statement parse(String sql, CCJSqlParserVisitor visitor, SqlSyntaxNormalizer sqlSyntaxNormalizer) throws JSQLParserException {
|
||||
return parse0(sql, visitor, sqlSyntaxNormalizer).statement;
|
||||
}
|
||||
|
||||
/**
|
||||
* 参照{@link CCJSqlParserUtil#parseAST(String)}和{@link CCJSqlParserUtil#parse(String)}实现SQL语句解析,
|
||||
* 解析成功则返回解析后的{@link SqlParserInfo}对象,
|
||||
* 并通过{@code visitor}参数提供基于AST(抽象语法树)的遍历所有节点的能力。
|
||||
*
|
||||
* @param sql SQL语句
|
||||
* @param visitor 遍历所有节点的{@link SimpleNodeVisitor}接口实例,为{@code null}忽略
|
||||
* @param sqlSyntaxAnalyzer SQL语句分析转换器,为{@code null}忽略
|
||||
* @throws JSQLParserException 输入的SQL语句有语法错误
|
||||
* @see net.sf.jsqlparser.parser.Node#jjtAccept(SimpleNodeVisitor, Object)
|
||||
*/
|
||||
public static SqlParserInfo parse0(String sql, CCJSqlParserVisitor visitor, SqlSyntaxNormalizer sqlSyntaxAnalyzer) throws JeecgSqlInjectionException {
|
||||
|
||||
//检查是否非select开头,暂不支持
|
||||
if(!sql.toLowerCase().trim().startsWith("select ")) {
|
||||
log.warn("传入sql 非select开头,不支持非select开头的语句解析!");
|
||||
return null;
|
||||
}
|
||||
|
||||
//检查是否存储过程,暂不支持
|
||||
if(sql.toLowerCase().trim().startsWith("call ")){
|
||||
log.warn("传入call 开头存储过程,不支持存储过程解析!");
|
||||
return null;
|
||||
}
|
||||
|
||||
//检查特殊语义的特殊字符,目前检查冒号、$、#三种特殊语义字符
|
||||
String specialCharacters = "[:$#]";
|
||||
Pattern pattern = Pattern.compile(specialCharacters);
|
||||
Matcher matcher = pattern.matcher(sql);
|
||||
if (matcher.find()) {
|
||||
sql = sql.replaceAll("[:$#]", "@");
|
||||
}
|
||||
|
||||
checkArgument(null != sql, "sql is null");
|
||||
boolean allowComplexParsing = CCJSqlParserUtil.getNestingDepth(sql) <= CCJSqlParserUtil.ALLOWED_NESTING_DEPTH;
|
||||
|
||||
CCJSqlParser parser = CCJSqlParserUtil.newParser(sql).withAllowComplexParsing(allowComplexParsing);
|
||||
Statement stmt;
|
||||
try {
|
||||
stmt = parser.Statement();
|
||||
} catch (Exception ex) {
|
||||
log.error("请注意,SQL语法可能存在问题---> {}", ex.getMessage());
|
||||
throw new JeecgSqlInjectionException("请注意,SQL语法可能存在问题:"+sql);
|
||||
}
|
||||
if (null != visitor) {
|
||||
parser.getASTRoot().jjtAccept(visitor, null);
|
||||
}
|
||||
if (null != sqlSyntaxAnalyzer) {
|
||||
stmt.accept(sqlSyntaxAnalyzer.resetChanged());
|
||||
}
|
||||
return new SqlParserInfo(stmt.toString(), stmt, (SimpleNode) parser.getASTRoot());
|
||||
}
|
||||
|
||||
/**
|
||||
* 调用{@link CCJSqlParser}解析SQL语句部件返回解析生成的对象,如{@code 'ORDER BY id DESC'}
|
||||
*
|
||||
* @param <T>
|
||||
* @param input
|
||||
* @param method 指定调用的{@link CCJSqlParser}解析方法
|
||||
* @param targetType 返回的解析对象类型
|
||||
* @return
|
||||
* @since 3.18.3
|
||||
*/
|
||||
public static <T> T parseComponent(String input, String method, Class<T> targetType) {
|
||||
try {
|
||||
CCJSqlParser parser = new CCJSqlParser(new StringProvider(input));
|
||||
try {
|
||||
return checkNotNull(targetType, "targetType is null").cast(parser.getClass().getMethod(method).invoke(parser));
|
||||
} catch (InvocationTargetException e) {
|
||||
Throwables.throwIfUnchecked(e.getTargetException());
|
||||
throw new RuntimeException(e.getTargetException());
|
||||
}
|
||||
} catch (IllegalAccessException | NoSuchMethodException | SecurityException e) {
|
||||
Throwables.throwIfUnchecked(e);
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 如果{@link Column}没有定义table,且字段名为true/false(不区分大小写)则视为布尔常量
|
||||
*
|
||||
* @param column
|
||||
*/
|
||||
public static boolean isBoolean(Column column) {
|
||||
return null != column && null == column.getTable() &&
|
||||
Pattern.compile("(true|false)", Pattern.CASE_INSENSITIVE).matcher(column.getColumnName()).matches();
|
||||
}
|
||||
|
||||
public static class SqlParserInfo {
|
||||
public String nativeSql;
|
||||
public Statement statement;
|
||||
public SimpleNode simpleNode;
|
||||
|
||||
SqlParserInfo(String nativeSql, Statement statement, SimpleNode simpleNode) {
|
||||
this.nativeSql = nativeSql;
|
||||
this.statement = statement;
|
||||
this.simpleNode = simpleNode;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@ -0,0 +1,37 @@
|
||||
package org.jeecg.common.util.sqlInjection.parse;
|
||||
|
||||
import net.sf.jsqlparser.util.TablesNamesFinder;
|
||||
|
||||
/**
|
||||
* SQL语句分析转换器基类<br>
|
||||
* 基于SQL语法对象实现对SQL的修改
|
||||
* (暂时用不到)
|
||||
*
|
||||
* @author guyadong
|
||||
* @since 3.17.0
|
||||
*/
|
||||
public class SqlSyntaxNormalizer extends TablesNamesFinder {
|
||||
protected static final ThreadLocal<Boolean> changed = new ThreadLocal<>();
|
||||
|
||||
public SqlSyntaxNormalizer() {
|
||||
super();
|
||||
init(true);
|
||||
|
||||
}
|
||||
|
||||
/**
|
||||
* 语句改变返回{@code true},否则返回{@code false}
|
||||
*/
|
||||
public boolean changed() {
|
||||
return Boolean.TRUE.equals(changed.get());
|
||||
}
|
||||
|
||||
/**
|
||||
* 复位线程局部变量{@link #changed}状态
|
||||
*/
|
||||
public SqlSyntaxNormalizer resetChanged() {
|
||||
changed.remove();
|
||||
return this;
|
||||
}
|
||||
}
|
||||
|
||||
@ -3,7 +3,7 @@ package org.jeecg.config;
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import jakarta.annotation.Resource;
|
||||
|
||||
import org.jeecg.common.api.CommonAPI;
|
||||
import org.jeecg.common.system.vo.DictModel;
|
||||
|
||||
@ -2,7 +2,9 @@ package org.jeecg.config;
|
||||
|
||||
import java.io.IOException;
|
||||
|
||||
import javax.servlet.*;
|
||||
import com.alibaba.druid.spring.boot3.autoconfigure.DruidDataSourceAutoConfigure;
|
||||
import com.alibaba.druid.spring.boot3.autoconfigure.properties.DruidStatProperties;
|
||||
import jakarta.servlet.*;
|
||||
|
||||
import org.springframework.boot.autoconfigure.AutoConfigureAfter;
|
||||
import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
|
||||
@ -11,8 +13,6 @@ import org.springframework.boot.web.servlet.FilterRegistrationBean;
|
||||
import org.springframework.context.annotation.Bean;
|
||||
import org.springframework.context.annotation.Configuration;
|
||||
|
||||
import com.alibaba.druid.spring.boot.autoconfigure.DruidDataSourceAutoConfigure;
|
||||
import com.alibaba.druid.spring.boot.autoconfigure.properties.DruidStatProperties;
|
||||
import com.alibaba.druid.util.Utils;
|
||||
|
||||
/**
|
||||
|
||||
@ -12,6 +12,7 @@ import java.util.HashMap;
|
||||
import java.util.Map;
|
||||
|
||||
/**
|
||||
* @author eightmonth@qq.com
|
||||
* 启动程序修改DruidWallConfig配置
|
||||
* 允许SELECT语句的WHERE子句是一个永真条件
|
||||
* @author eightmonth
|
||||
|
||||
@ -17,10 +17,6 @@ public class JeecgBaseConfig {
|
||||
* @TODO 降低使用成本加的默认值,实际以 yml配置 为准
|
||||
*/
|
||||
private String signatureSecret = "dd05f1c54d63749eda95f9fa6d49v442a";
|
||||
/**
|
||||
* 自定义后台资源前缀,解决表单设计器无法通过前端nginx转发访问
|
||||
*/
|
||||
private String customResourcePrefixPath;
|
||||
/**
|
||||
* 需要加强校验的接口清单
|
||||
*/
|
||||
@ -72,14 +68,6 @@ public class JeecgBaseConfig {
|
||||
*/
|
||||
private BaiduApi baiduApi;
|
||||
|
||||
public String getCustomResourcePrefixPath() {
|
||||
return customResourcePrefixPath;
|
||||
}
|
||||
|
||||
public void setCustomResourcePrefixPath(String customResourcePrefixPath) {
|
||||
this.customResourcePrefixPath = customResourcePrefixPath;
|
||||
}
|
||||
|
||||
public Elasticsearch getElasticsearch() {
|
||||
return elasticsearch;
|
||||
}
|
||||
|
||||
@ -1,8 +1,9 @@
|
||||
//package org.jeecg.config;
|
||||
//
|
||||
//
|
||||
//import com.github.xiaoymin.knife4j.spring.annotations.EnableKnife4j;
|
||||
//import io.swagger.annotations.ApiOperation;
|
||||
//import org.jeecg.common.constant.CommonConstant;
|
||||
//import org.jeecg.config.mybatis.MybatisPlusSaasConfig;
|
||||
//import org.springframework.beans.BeansException;
|
||||
//import org.springframework.beans.factory.config.BeanPostProcessor;
|
||||
//import org.springframework.context.annotation.Bean;
|
||||
@ -18,15 +19,13 @@
|
||||
//import springfox.documentation.builders.ParameterBuilder;
|
||||
//import springfox.documentation.builders.PathSelectors;
|
||||
//import springfox.documentation.builders.RequestHandlerSelectors;
|
||||
//import springfox.documentation.oas.annotations.EnableOpenApi;
|
||||
//import springfox.documentation.schema.ModelRef;
|
||||
//import springfox.documentation.service.*;
|
||||
//import springfox.documentation.spi.DocumentationType;
|
||||
//import springfox.documentation.spi.service.contexts.SecurityContext;
|
||||
//import springfox.documentation.spring.web.plugins.Docket;
|
||||
//import springfox.documentation.spring.web.plugins.WebFluxRequestHandlerProvider;
|
||||
//import springfox.documentation.spring.web.plugins.WebMvcRequestHandlerProvider;
|
||||
//import springfox.documentation.swagger2.annotations.EnableSwagger2;
|
||||
//import springfox.documentation.swagger2.annotations.EnableSwagger2WebMvc;
|
||||
//
|
||||
//import java.lang.reflect.Field;
|
||||
//import java.util.ArrayList;
|
||||
@ -38,8 +37,7 @@
|
||||
// * @Author scott
|
||||
// */
|
||||
//@Configuration
|
||||
//@EnableSwagger2 //开启 Swagger2
|
||||
//@EnableKnife4j //开启 knife4j,可以不写
|
||||
//@EnableSwagger2WebMvc
|
||||
//@Import(BeanValidatorPluginsConfiguration.class)
|
||||
//public class Swagger2Config implements WebMvcConfigurer {
|
||||
//
|
||||
@ -97,6 +95,14 @@
|
||||
// List<Parameter> pars = new ArrayList<>();
|
||||
// tokenPar.name(CommonConstant.X_ACCESS_TOKEN).description("token").modelRef(new ModelRef("string")).parameterType("header").required(false).build();
|
||||
// pars.add(tokenPar.build());
|
||||
// //update-begin-author:liusq---date:2024-08-15--for: 开启多租户时,全局参数增加租户id
|
||||
// if(MybatisPlusSaasConfig.OPEN_SYSTEM_TENANT_CONTROL){
|
||||
// ParameterBuilder tenantPar = new ParameterBuilder();
|
||||
// tenantPar.name(CommonConstant.TENANT_ID).description("租户ID").modelRef(new ModelRef("string")).parameterType("header").required(false).build();
|
||||
// pars.add(tenantPar.build());
|
||||
// }
|
||||
// //update-end-author:liusq---date:2024-08-15--for: 开启多租户时,全局参数增加租户id
|
||||
//
|
||||
// return pars;
|
||||
// }
|
||||
//
|
||||
@ -151,7 +157,7 @@
|
||||
//
|
||||
// @Override
|
||||
// public Object postProcessAfterInitialization(Object bean, String beanName) throws BeansException {
|
||||
// if (bean instanceof WebMvcRequestHandlerProvider || bean instanceof WebFluxRequestHandlerProvider) {
|
||||
// if (bean instanceof WebMvcRequestHandlerProvider) {
|
||||
// customizeSpringfoxHandlerMappings(getHandlerMappings(bean));
|
||||
// }
|
||||
// return bean;
|
||||
|
||||
@ -66,7 +66,7 @@ public class Swagger3Config implements WebMvcConfigurer {
|
||||
// 全局添加鉴权参数
|
||||
if (openApi.getPaths() != null) {
|
||||
openApi.getPaths().forEach((path, pathItem) -> {
|
||||
//log.debug("path: {}", path);
|
||||
log.info("path: {}", path);
|
||||
// 检查当前路径是否在排除列表中
|
||||
boolean isExcluded = excludedPaths.stream().anyMatch(excludedPath ->
|
||||
excludedPath.equals(path) ||
|
||||
@ -90,7 +90,7 @@ public class Swagger3Config implements WebMvcConfigurer {
|
||||
return new OpenAPI()
|
||||
.info(new Info()
|
||||
.title("JeecgBoot 后台服务API接口文档")
|
||||
.version("3.8.0")
|
||||
.version("3.7.4")
|
||||
.contact(new Contact().name("北京国炬信息技术有限公司").url("www.jeccg.com").email("jeecgos@163.com"))
|
||||
.description( "后台API接口")
|
||||
.termsOfService("NO terms of service")
|
||||
|
||||
@ -0,0 +1,19 @@
|
||||
package org.jeecg.config;
|
||||
|
||||
import io.undertow.server.DefaultByteBufferPool;
|
||||
import io.undertow.websockets.jsr.WebSocketDeploymentInfo;
|
||||
import org.springframework.boot.web.embedded.undertow.UndertowServletWebServerFactory;
|
||||
import org.springframework.boot.web.server.WebServerFactoryCustomizer;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
@Component
|
||||
public class UndertowCustomizer implements WebServerFactoryCustomizer<UndertowServletWebServerFactory> {
|
||||
@Override
|
||||
public void customize(UndertowServletWebServerFactory factory) {
|
||||
factory.addDeploymentInfoCustomizers(deploymentInfo -> {
|
||||
WebSocketDeploymentInfo webSocketDeploymentInfo = new WebSocketDeploymentInfo();
|
||||
webSocketDeploymentInfo.setBuffers(new DefaultByteBufferPool(false, 1024));
|
||||
deploymentInfo.addServletContextAttribute("io.undertow.websockets.jsr.WebSocketDeploymentInfo", webSocketDeploymentInfo);
|
||||
});
|
||||
}
|
||||
}
|
||||
@ -11,19 +11,20 @@ import com.fasterxml.jackson.datatype.jsr310.ser.LocalDateSerializer;
|
||||
import com.fasterxml.jackson.datatype.jsr310.ser.LocalDateTimeSerializer;
|
||||
import com.fasterxml.jackson.datatype.jsr310.ser.LocalTimeSerializer;
|
||||
import io.micrometer.prometheus.PrometheusMeterRegistry;
|
||||
import jakarta.annotation.Resource;
|
||||
import org.springframework.beans.factory.InitializingBean;
|
||||
import org.springframework.beans.factory.ObjectProvider;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.beans.factory.annotation.Qualifier;
|
||||
import org.springframework.beans.factory.annotation.Value;
|
||||
import org.springframework.beans.factory.config.BeanPostProcessor;
|
||||
import org.springframework.boot.actuate.trace.http.InMemoryHttpTraceRepository;
|
||||
import org.springframework.boot.autoconfigure.condition.ConditionalOnBean;
|
||||
import org.springframework.boot.actuate.web.exchanges.InMemoryHttpExchangeRepository;
|
||||
import org.springframework.boot.autoconfigure.jackson.JacksonProperties;
|
||||
import org.springframework.context.annotation.Bean;
|
||||
import org.springframework.context.annotation.Conditional;
|
||||
import org.springframework.context.annotation.Configuration;
|
||||
import org.springframework.context.annotation.Primary;
|
||||
import org.springframework.http.CacheControl;
|
||||
import org.springframework.http.converter.HttpMessageConverter;
|
||||
import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
|
||||
import org.springframework.http.converter.json.MappingJackson2HttpMessageConverter;
|
||||
import org.springframework.web.cors.CorsConfiguration;
|
||||
import org.springframework.web.cors.UrlBasedCorsConfigurationSource;
|
||||
@ -33,14 +34,12 @@ import org.springframework.web.servlet.config.annotation.ResourceHandlerRegistry
|
||||
import org.springframework.web.servlet.config.annotation.ViewControllerRegistry;
|
||||
import org.springframework.web.servlet.config.annotation.WebMvcConfigurer;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import java.text.SimpleDateFormat;
|
||||
import java.time.LocalDate;
|
||||
import java.time.LocalDateTime;
|
||||
import java.time.LocalTime;
|
||||
import java.time.format.DateTimeFormatter;
|
||||
import java.util.List;
|
||||
import java.util.concurrent.TimeUnit;
|
||||
|
||||
/**
|
||||
* Spring Boot 2.0 解决跨域问题
|
||||
@ -71,8 +70,6 @@ public class WebMvcConfiguration implements WebMvcConfigurer {
|
||||
.addResourceLocations("file:" + jeecgBaseConfig.getPath().getWebapp() + "//");
|
||||
}
|
||||
resourceHandlerRegistration.addResourceLocations(staticLocations.split(","));
|
||||
// 设置缓存控制标头 Cache-Control有效期为30天
|
||||
resourceHandlerRegistration.setCacheControl(CacheControl.maxAge(30, TimeUnit.DAYS));
|
||||
}
|
||||
|
||||
/**
|
||||
@ -150,7 +147,6 @@ public class WebMvcConfiguration implements WebMvcConfigurer {
|
||||
* 解决metrics端点不显示jvm信息的问题(zyf)
|
||||
*/
|
||||
@Bean
|
||||
@ConditionalOnBean(name = "meterRegistryPostProcessor")
|
||||
InitializingBean forcePrometheusPostProcessor(BeanPostProcessor meterRegistryPostProcessor) {
|
||||
return () -> meterRegistryPostProcessor.postProcessAfterInitialization(prometheusMeterRegistry, "");
|
||||
}
|
||||
|
||||
@ -3,8 +3,8 @@ package org.jeecg.config.filter;
|
||||
import org.jeecg.common.constant.CommonConstant;
|
||||
import org.jeecg.config.sign.util.BodyReaderHttpServletRequestWrapper;
|
||||
|
||||
import javax.servlet.*;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.*;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.io.IOException;
|
||||
|
||||
/**
|
||||
|
||||
@ -7,9 +7,9 @@ import org.jeecg.common.util.SpringContextUtils;
|
||||
import org.jeecg.common.util.TokenUtils;
|
||||
import org.jeecg.common.util.oConvertUtils;
|
||||
|
||||
import javax.servlet.*;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.*;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
import java.io.IOException;
|
||||
|
||||
/**
|
||||
|
||||
@ -17,9 +17,9 @@ import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.util.AntPathMatcher;
|
||||
import org.springframework.web.servlet.HandlerInterceptor;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.annotation.Resource;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
import java.io.IOException;
|
||||
import java.io.PrintWriter;
|
||||
import java.util.Set;
|
||||
|
||||
@ -60,18 +60,7 @@ public class MybatisPlusSaasConfig {
|
||||
TENANT_TABLE.add("sys_category");
|
||||
TENANT_TABLE.add("sys_data_source");
|
||||
TENANT_TABLE.add("sys_position");
|
||||
//b-2.仪表盘
|
||||
TENANT_TABLE.add("onl_drag_page");
|
||||
TENANT_TABLE.add("onl_drag_dataset_head");
|
||||
TENANT_TABLE.add("jimu_report_data_source");
|
||||
TENANT_TABLE.add("jimu_report");
|
||||
TENANT_TABLE.add("jimu_dict");
|
||||
//b-4.AIRAG
|
||||
TENANT_TABLE.add("airag_app");
|
||||
TENANT_TABLE.add("airag_flow");
|
||||
TENANT_TABLE.add("airag_knowledge");
|
||||
TENANT_TABLE.add("airag_knowledge_doc");
|
||||
TENANT_TABLE.add("airag_model");
|
||||
//TENANT_TABLE.add("sys_announcement");
|
||||
}
|
||||
|
||||
//2.示例测试
|
||||
|
||||
@ -11,7 +11,7 @@ import org.jeecg.common.util.SpringContextUtils;
|
||||
import org.jeecg.config.mybatis.ThreadLocalDataHelper;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.lang.reflect.Method;
|
||||
|
||||
/**
|
||||
|
||||
@ -6,8 +6,8 @@ import org.apache.commons.lang3.StringUtils;
|
||||
import org.springframework.web.servlet.HandlerInterceptor;
|
||||
import org.springframework.web.servlet.ModelAndView;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
|
||||
/**
|
||||
* 动态数据源切换拦截器
|
||||
|
||||
@ -32,9 +32,9 @@ import org.springframework.web.filter.DelegatingFilterProxy;
|
||||
import redis.clients.jedis.HostAndPort;
|
||||
import redis.clients.jedis.JedisCluster;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import javax.servlet.DispatcherType;
|
||||
import javax.servlet.Filter;
|
||||
import jakarta.annotation.Resource;
|
||||
import jakarta.servlet.Filter;
|
||||
import jakarta.servlet.DispatcherType;
|
||||
import java.lang.reflect.Method;
|
||||
import java.util.*;
|
||||
|
||||
@ -217,10 +217,6 @@ public class ShiroConfig {
|
||||
//update-begin---author:chenrui ---date:20241202 for:[issues/7491]运行时间好长,效率慢 ------------
|
||||
registration.addUrlPatterns("/test/ai/chat/send");
|
||||
//update-end---author:chenrui ---date:20241202 for:[issues/7491]运行时间好长,效率慢 ------------
|
||||
registration.addUrlPatterns("/airag/flow/run");
|
||||
registration.addUrlPatterns("/airag/flow/debug");
|
||||
registration.addUrlPatterns("/airag/chat/send");
|
||||
registration.addUrlPatterns("/airag/app/debug");
|
||||
//支持异步
|
||||
registration.setAsyncSupported(true);
|
||||
registration.setDispatcherTypes(DispatcherType.REQUEST, DispatcherType.ASYNC);
|
||||
@ -320,7 +316,7 @@ public class ShiroConfig {
|
||||
|
||||
return sentinelManager;
|
||||
}
|
||||
|
||||
|
||||
// redis 单机支持,在集群为空,或者集群无机器时候使用 add by jzyadmin@163.com
|
||||
if (lettuceConnectionFactory.getClusterConfiguration() == null || lettuceConnectionFactory.getClusterConfiguration().getClusterNodes().isEmpty()) {
|
||||
RedisManager redisManager = new RedisManager();
|
||||
|
||||
@ -23,8 +23,8 @@ import org.jeecg.config.mybatis.MybatisPlusSaasConfig;
|
||||
import org.springframework.context.annotation.Lazy;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.annotation.Resource;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.util.Set;
|
||||
|
||||
/**
|
||||
|
||||
@ -12,7 +12,7 @@ import org.apache.shiro.web.servlet.AbstractShiroFilter;
|
||||
import org.apache.shiro.mgt.SecurityManager;
|
||||
import org.springframework.beans.factory.BeanInitializationException;
|
||||
|
||||
import javax.servlet.Filter;
|
||||
import jakarta.servlet.Filter;
|
||||
import java.util.Map;
|
||||
|
||||
/**
|
||||
|
||||
@ -13,10 +13,10 @@ import org.springframework.http.HttpHeaders;
|
||||
import org.springframework.http.HttpStatus;
|
||||
import org.springframework.web.bind.annotation.RequestMethod;
|
||||
|
||||
import javax.servlet.ServletRequest;
|
||||
import javax.servlet.ServletResponse;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.ServletRequest;
|
||||
import jakarta.servlet.ServletResponse;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
|
||||
/**
|
||||
* @Description: 鉴权登录拦截器
|
||||
|
||||
@ -1,9 +1,9 @@
|
||||
package org.jeecg.config.shiro.filters;
|
||||
|
||||
import javax.servlet.ServletRequest;
|
||||
import javax.servlet.ServletResponse;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.ServletRequest;
|
||||
import jakarta.servlet.ServletResponse;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
import org.apache.shiro.subject.Subject;
|
||||
import org.apache.shiro.web.filter.AccessControlFilter;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
|
||||
@ -91,10 +91,6 @@ public class IgnoreAuthPostProcessor implements InitializingBean {
|
||||
if (bases.length > 0) {
|
||||
for (String base : bases) {
|
||||
for (String uri : uris) {
|
||||
// 如果uri包含路径占位符, 则需要将其替换为*
|
||||
if (uri.matches(".*\\{.*}.*")) {
|
||||
uri = uri.replaceAll("\\{.*?}", "*");
|
||||
}
|
||||
urls.add(prefix(base) + prefix(uri));
|
||||
}
|
||||
}
|
||||
|
||||
@ -1,7 +1,5 @@
|
||||
package org.jeecg.config.shiro.ignore;
|
||||
|
||||
import org.springframework.util.AntPathMatcher;
|
||||
import org.springframework.util.PathMatcher;
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
@ -14,7 +12,6 @@ import java.util.List;
|
||||
public class InMemoryIgnoreAuth {
|
||||
private static final List<String> IGNORE_AUTH_LIST = new ArrayList<>();
|
||||
|
||||
private static PathMatcher MATCHER = new AntPathMatcher();
|
||||
public InMemoryIgnoreAuth() {}
|
||||
|
||||
public static void set(List<String> list) {
|
||||
@ -31,7 +28,7 @@ public class InMemoryIgnoreAuth {
|
||||
|
||||
public static boolean contains(String url) {
|
||||
for (String ignoreAuth : IGNORE_AUTH_LIST) {
|
||||
if(MATCHER.match(ignoreAuth,url)){
|
||||
if (url.endsWith(ignoreAuth)) {
|
||||
return true;
|
||||
}
|
||||
}
|
||||
|
||||
@ -10,7 +10,7 @@ import org.springframework.context.annotation.Configuration;
|
||||
import org.springframework.web.servlet.config.annotation.InterceptorRegistry;
|
||||
import org.springframework.web.servlet.config.annotation.WebMvcConfigurer;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import jakarta.annotation.Resource;
|
||||
|
||||
/**
|
||||
* 签名 拦截器配置
|
||||
|
||||
@ -4,8 +4,8 @@ package org.jeecg.config.sign.interceptor;
|
||||
import java.io.PrintWriter;
|
||||
import java.util.SortedMap;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletResponse;
|
||||
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.common.constant.CommonConstant;
|
||||
|
||||
@ -1,10 +1,10 @@
|
||||
package org.jeecg.config.sign.util;
|
||||
|
||||
import javax.servlet.ReadListener;
|
||||
import javax.servlet.ServletInputStream;
|
||||
import javax.servlet.ServletRequest;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletRequestWrapper;
|
||||
import jakarta.servlet.ReadListener;
|
||||
import jakarta.servlet.ServletInputStream;
|
||||
import jakarta.servlet.ServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequestWrapper;
|
||||
import java.io.*;
|
||||
import java.nio.charset.Charset;
|
||||
|
||||
|
||||
@ -10,7 +10,7 @@ import java.util.Map;
|
||||
import java.util.SortedMap;
|
||||
import java.util.TreeMap;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.common.constant.SymbolConstant;
|
||||
|
||||
@ -14,8 +14,8 @@ import org.jeecg.common.util.SpringContextUtils;
|
||||
import org.jeecg.common.util.oConvertUtils;
|
||||
import org.springframework.stereotype.Service;
|
||||
|
||||
import javax.annotation.Resource;
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import jakarta.annotation.Resource;
|
||||
import jakarta.servlet.http.HttpServletRequest;
|
||||
import java.util.*;
|
||||
|
||||
/**
|
||||
|
||||
@ -3,10 +3,10 @@ package org.jeecg.test.sqlinjection;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import net.sf.jsqlparser.JSQLParserException;
|
||||
import org.jeecg.common.util.SqlInjectionUtil;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.Test;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertFalse;
|
||||
import static org.junit.jupiter.api.Assertions.assertTrue;
|
||||
import static org.junit.Assert.assertFalse;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
|
||||
|
||||
/**
|
||||
|
||||
@ -3,10 +3,10 @@ package org.jeecg.test.sqlinjection;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import net.sf.jsqlparser.JSQLParserException;
|
||||
import org.jeecg.common.util.SqlInjectionUtil;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.Test;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertFalse;
|
||||
import static org.junit.jupiter.api.Assertions.assertTrue;
|
||||
import static org.junit.Assert.assertFalse;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
|
||||
|
||||
/**
|
||||
|
||||
@ -3,10 +3,10 @@ package org.jeecg.test.sqlinjection;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import net.sf.jsqlparser.JSQLParserException;
|
||||
import org.jeecg.common.util.SqlInjectionUtil;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.Test;
|
||||
|
||||
import static org.junit.jupiter.api.Assertions.assertFalse;
|
||||
import static org.junit.jupiter.api.Assertions.assertTrue;
|
||||
import static org.junit.Assert.assertFalse;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
|
||||
|
||||
/**
|
||||
|
||||
@ -2,7 +2,7 @@ package org.jeecg.test.sqlinjection;
|
||||
|
||||
import com.baomidou.mybatisplus.core.toolkit.sql.SqlInjectionUtils;
|
||||
import org.jeecg.common.util.SqlInjectionUtil;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.Test;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
|
||||
@ -4,7 +4,7 @@ import net.sf.jsqlparser.JSQLParserException;
|
||||
import org.jeecg.common.util.oConvertUtils;
|
||||
import org.jeecg.common.util.sqlparse.JSqlParserUtils;
|
||||
import org.jeecg.common.util.sqlparse.vo.SelectSqlInfo;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.Test;
|
||||
|
||||
import java.util.Map;
|
||||
|
||||
|
||||
@ -1,12 +1,17 @@
|
||||
package org.jeecg.test.sqlparse;
|
||||
|
||||
import net.sf.jsqlparser.JSQLParserException;
|
||||
import org.jeecg.common.util.IpUtils;
|
||||
import org.jeecg.common.util.oConvertUtils;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.Test;
|
||||
|
||||
import java.util.Arrays;
|
||||
import java.util.HashMap;
|
||||
import java.util.Map;
|
||||
|
||||
import static org.junit.Assert.assertFalse;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
|
||||
/**
|
||||
* @author: scott
|
||||
* @date: 2024年04月29日 16:48
|
||||
|
||||
@ -1,139 +0,0 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<parent>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-boot-module</artifactId>
|
||||
<version>3.8.0</version>
|
||||
</parent>
|
||||
|
||||
<artifactId>jeecg-boot-module-airag</artifactId>
|
||||
|
||||
<repositories>
|
||||
<repository>
|
||||
<id>aliyun</id>
|
||||
<name>aliyun Repository</name>
|
||||
<url>https://maven.aliyun.com/repository/public</url>
|
||||
<snapshots>
|
||||
<enabled>false</enabled>
|
||||
</snapshots>
|
||||
</repository>
|
||||
<repository>
|
||||
<id>jeecg</id>
|
||||
<name>jeecg Repository</name>
|
||||
<url>https://maven.jeecg.org/nexus/content/repositories/jeecg</url>
|
||||
<snapshots>
|
||||
<enabled>false</enabled>
|
||||
</snapshots>
|
||||
</repository>
|
||||
</repositories>
|
||||
|
||||
<properties>
|
||||
<kotlin.version>1.6.21</kotlin.version>
|
||||
<liteflow.version>2.12.4.1</liteflow.version>
|
||||
<langchain4j.version>0.35.0</langchain4j.version>
|
||||
<apache-tika.version>2.9.1</apache-tika.version>
|
||||
</properties>
|
||||
|
||||
<dependencies>
|
||||
<!-- system单体 api-->
|
||||
<dependency>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-system-local-api</artifactId>
|
||||
</dependency>
|
||||
<!-- 微服务starter和system微服务 api
|
||||
<dependency>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-boot-starter-cloud</artifactId>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-system-cloud-api</artifactId>
|
||||
</dependency>-->
|
||||
|
||||
<dependency>
|
||||
<groupId>org.jeecgframework.boot</groupId>
|
||||
<artifactId>jeecg-aiflow-jdk8</artifactId>
|
||||
<version>1.0.0</version>
|
||||
</dependency>
|
||||
|
||||
<!-- langChain4j model support -->
|
||||
<dependency>
|
||||
<groupId>dev.langchain4j</groupId>
|
||||
<artifactId>langchain4j-ollama</artifactId>
|
||||
<version>${langchain4j.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>dev.langchain4j</groupId>
|
||||
<artifactId>langchain4j-zhipu-ai</artifactId>
|
||||
<version>${langchain4j.version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<artifactId>checker-qual</artifactId>
|
||||
<groupId>org.checkerframework</groupId>
|
||||
</exclusion>
|
||||
<exclusion>
|
||||
<artifactId>guava</artifactId>
|
||||
<groupId>com.google.guava</groupId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>dev.langchain4j</groupId>
|
||||
<artifactId>langchain4j-qianfan</artifactId>
|
||||
<version>${langchain4j.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>dev.langchain4j</groupId>
|
||||
<artifactId>langchain4j-dashscope</artifactId>
|
||||
<version>${langchain4j.version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<groupId>org.slf4j</groupId>
|
||||
<artifactId>slf4j-simple</artifactId>
|
||||
</exclusion>
|
||||
<exclusion>
|
||||
<artifactId>okio</artifactId>
|
||||
<groupId>com.squareup.okio</groupId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
<!-- langChain4j vextor support -->
|
||||
<dependency>
|
||||
<groupId>dev.langchain4j</groupId>
|
||||
<artifactId>langchain4j-pgvector</artifactId>
|
||||
<version>${langchain4j.version}</version>
|
||||
</dependency>
|
||||
<!-- langChain4j Document Parser -->
|
||||
<dependency>
|
||||
<groupId>org.apache.tika</groupId>
|
||||
<artifactId>tika-core</artifactId>
|
||||
<version>${apache-tika.version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<artifactId>commons-io</artifactId>
|
||||
<groupId>commons-io</groupId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.tika</groupId>
|
||||
<artifactId>tika-parser-html-module</artifactId>
|
||||
<version>${apache-tika.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.tika</groupId>
|
||||
<artifactId>tika-parser-pdf-module</artifactId>
|
||||
<version>${apache-tika.version}</version>
|
||||
</dependency>
|
||||
<dependency>
|
||||
<groupId>org.apache.tika</groupId>
|
||||
<artifactId>tika-parser-text-module</artifactId>
|
||||
<version>${apache-tika.version}</version>
|
||||
</dependency>
|
||||
|
||||
</dependencies>
|
||||
|
||||
</project>
|
||||
@ -1,12 +0,0 @@
|
||||
//package org.jeecg;
|
||||
//
|
||||
//import org.springframework.boot.SpringApplication;
|
||||
//import org.springframework.boot.autoconfigure.SpringBootApplication;
|
||||
//
|
||||
//@SpringBootApplication
|
||||
//public class JeecgAiRagApplication {
|
||||
//
|
||||
// public static void main(String[] args) {
|
||||
// SpringApplication.run(JeecgAiRagApplication.class, args);
|
||||
// }
|
||||
//}
|
||||
@ -1,37 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.consts;
|
||||
|
||||
/**
|
||||
* AI应用常量类
|
||||
*
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 14:52
|
||||
*/
|
||||
public class AiAppConsts {
|
||||
|
||||
/**
|
||||
* 状态:启用
|
||||
*/
|
||||
public static final String STATUS_ENABLE = "enable";
|
||||
/**
|
||||
* 状态:禁用
|
||||
*/
|
||||
public static final String STATUS_DISABLE = "disable";
|
||||
|
||||
|
||||
/**
|
||||
* 默认应用id
|
||||
*/
|
||||
public static final String DEFAULT_APP_ID = "default";
|
||||
|
||||
|
||||
/**
|
||||
* 应用类型:简单聊天
|
||||
*/
|
||||
public static final String APP_TYPE_CHAT_SIMPLE = "chatSimple";
|
||||
|
||||
/**
|
||||
* 应用类型:聊天流(高级编排)
|
||||
*/
|
||||
public static final String APP_TYPE_CHAT_FLOW = "chatFLow";
|
||||
|
||||
}
|
||||
@ -1,107 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.consts;
|
||||
|
||||
/**
|
||||
* @Description: 提示词常量
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/3/12 15:03
|
||||
*/
|
||||
public class Prompts {
|
||||
|
||||
/**
|
||||
* 根据提示生成智能体提示词
|
||||
*/
|
||||
public static final String GENERATE_LLM_PROMPT = "# 角色\n" +
|
||||
"你是一位专业且高效的AI提示词工程师,擅长根据用户多样化需求自动生成高质量的结构化提示词模板,具备全面而敏锐的分析能力和出色的创造力。\n" +
|
||||
"## 要求:\n" +
|
||||
"1. \"\"\"只输出提示词,不要输出多余解释\"\"\"\n" +
|
||||
"2. \"\"\"不要在前后增加代码块的md语法.\"\"\"\n" +
|
||||
"2. 贴合用户需求,描述智能助手的定位、能力、知识储备\n" +
|
||||
"3. 提示词应清晰、精确、易于理解,在保持质量的同时,尽可能简洁\n" +
|
||||
"4. 严格按照给定的流程和格式执行任务,确保输出规范准确。\n" +
|
||||
"\n" +
|
||||
"## 流程\n" +
|
||||
"### 1: 需求分析\n" +
|
||||
"1. 当用户描述需求时,严格运用SCQA框架确认核心要素,精准分析和联想:\"当前场景(Situation)是什么?主要矛盾(Complication)有哪些?需要解决的关键问题(Question)是?预期达成什么效果(Answer)?\"\n" +
|
||||
"2. 通过5W1H细致分析和联想细节:\"目标受众(Who)?使用场景(Where/When)?具体要实现什么(What)?为什么需要这些特征(Why)?如何量化效果(How)?\"\n" +
|
||||
"\n" +
|
||||
"### 2: 框架选择\n" +
|
||||
"根据需求从给定模板库中匹配最佳提示词类型:\n" +
|
||||
"* 角色扮演型:\n" +
|
||||
"```\n" +
|
||||
"你将扮演一个人物角色<角色名称>,以下是关于这个角色的详细设定,请根据这些信息来构建你的回答。 \n" +
|
||||
"\n" +
|
||||
"**人物基本信息:**\n" +
|
||||
"- 你是:<角色的名称、身份等基本介绍>\n" +
|
||||
"- 人称:第一人称\n" +
|
||||
"- 出身背景与上下文:<交代角色背景信息和上下文>\n" +
|
||||
"**性格特点:**\n" +
|
||||
"- <性格特点描述>\n" +
|
||||
"**语言风格:**\n" +
|
||||
"- <语言风格描述> \n" +
|
||||
"**人际关系:**\n" +
|
||||
"- <人际关系描述>\n" +
|
||||
"**过往经历:**\n" +
|
||||
"- <过往经历描述>\n" +
|
||||
"**经典台词或口头禅:**\n" +
|
||||
"补充信息: 即你可以将动作、神情语气、心理活动、故事背景放在()中来表示,为对话提供补充信息。\n" +
|
||||
"- 台词1:<角色台词示例1> \n" +
|
||||
"- 台词2:<角色台词示例2>\n" +
|
||||
"- ...\n" +
|
||||
"\n" +
|
||||
"要求: \n" +
|
||||
"- 要求1\n" +
|
||||
"- 要求2\n" +
|
||||
"- ... \n" +
|
||||
"```\n" +
|
||||
"* 多步骤型:\n" +
|
||||
"```\n" +
|
||||
"# 角色 \n" +
|
||||
"你是<角色设定(比如:xx领域的专家)>\n" +
|
||||
"你的目标是<希望模型执行什么任务,达成什么目标>\n" +
|
||||
"\n" +
|
||||
"{#以下可以采用先总括,再展开详细说明的方式,描述你希望智能体在每一个步骤如何进行工作,具体的工作步骤数量可以根据实际需求增删#}\n" +
|
||||
"## 工作步骤 \n" +
|
||||
"1. <工作流程1的一句话概括> \n" +
|
||||
"2. <工作流程2的一句话概括> \n" +
|
||||
"3. <工作流程3的一句话概括>\n" +
|
||||
"\n" +
|
||||
"### 第一步 <工作流程1标题> \n" +
|
||||
"<工作流程步骤1的具体工作要求和举例说明,可以分点列出希望在本步骤做哪些事情,需要完成什么阶段性的工作目标>\n" +
|
||||
"### 第二步 <工作流程2标题> \n" +
|
||||
"<工作流程步骤2的具体工作要求和举例说明,可以分点列出希望在本步骤做哪些事情,需要完成什么阶段性的工作目标>\n" +
|
||||
"### 第三步 <工作流程3标题>\n" +
|
||||
"<工作流程步骤3的具体工作要求和举例说明,可以分点列出希望在本步骤做哪些事情,需要完成什么阶段性的工作目标>\n" +
|
||||
"```\n" +
|
||||
"* 限制性模板:\n" +
|
||||
"```\n" +
|
||||
"# 角色:<角色名称>\n" +
|
||||
"<角色概述和主要职责的一句话描述>\n" +
|
||||
"\n" +
|
||||
"## 目标:\n" +
|
||||
"<角色的工作目标,如果有多目标可以分点列出,但建议更聚焦1-2个目标>\n" +
|
||||
"\n" +
|
||||
"## 技能:\n" +
|
||||
"1. <为了实现目标,角色需要具备的技能1>\n" +
|
||||
"2. <为了实现目标,角色需要具备的技能2>\n" +
|
||||
"3. <为了实现目标,角色需要具备的技能3>\n" +
|
||||
"\n" +
|
||||
"## 工作流:\n" +
|
||||
"1. <描述角色工作流程的第一步>\n" +
|
||||
"2. <描述角色工作流程的第二步>\n" +
|
||||
"3. <描述角色工作流程的第三步>\n" +
|
||||
"\n" +
|
||||
"## 输出格式:\n" +
|
||||
"<如果对角色的输出格式有特定要求,可以在这里强调并举例说明想要的输出格式>\n" +
|
||||
"\n" +
|
||||
"## 限制:\n" +
|
||||
"- <描述角色在互动过程中需要遵循的限制条件1>\n" +
|
||||
"- <描述角色在互动过程中需要遵循的限制条件2>\n" +
|
||||
"- <描述角色在互动过程中需要遵循的限制条件3>\n" +
|
||||
"```\n" +
|
||||
"\n" +
|
||||
"### 3: 生成优化\n" +
|
||||
"1. 输出时自动添加三重保障机制:\n" +
|
||||
" - 反幻觉校验:\"所有数据需标注来源,不确定信息用[需核实]标记\"\n" +
|
||||
" - 风格校准器:\"对比[目标风格]与生成内容的余弦相似度,低于0.7时启动重写\"\n" +
|
||||
" - 伦理审查模块:\"自动过滤涉及隐私/偏见/违法内容,替换为[合规表达]\"";
|
||||
}
|
||||
@ -1,156 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.controller;
|
||||
|
||||
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
|
||||
import com.baomidou.mybatisplus.core.metadata.IPage;
|
||||
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.common.system.base.controller.JeecgController;
|
||||
import org.jeecg.common.system.query.QueryGenerator;
|
||||
import org.jeecg.common.util.AssertUtils;
|
||||
import org.jeecg.config.shiro.IgnoreAuth;
|
||||
import org.jeecg.modules.airag.app.consts.AiAppConsts;
|
||||
import org.jeecg.modules.airag.app.entity.AiragApp;
|
||||
import org.jeecg.modules.airag.app.service.IAiragAppService;
|
||||
import org.jeecg.modules.airag.app.service.IAiragChatService;
|
||||
import org.jeecg.modules.airag.app.vo.AppDebugParams;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.web.bind.annotation.*;
|
||||
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import java.util.Arrays;
|
||||
|
||||
/**
|
||||
* @Description: AI应用
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-26
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@RestController
|
||||
@RequestMapping("/airag/app")
|
||||
@Slf4j
|
||||
public class AiragAppController extends JeecgController<AiragApp, IAiragAppService> {
|
||||
@Autowired
|
||||
private IAiragAppService airagAppService;
|
||||
|
||||
@Autowired
|
||||
private IAiragChatService airagChatService;
|
||||
|
||||
/**
|
||||
* 分页列表查询
|
||||
*
|
||||
* @param airagApp
|
||||
* @param pageNo
|
||||
* @param pageSize
|
||||
* @param req
|
||||
* @return
|
||||
*/
|
||||
@GetMapping(value = "/list")
|
||||
public Result<IPage<AiragApp>> queryPageList(AiragApp airagApp,
|
||||
@RequestParam(name = "pageNo", defaultValue = "1") Integer pageNo,
|
||||
@RequestParam(name = "pageSize", defaultValue = "10") Integer pageSize,
|
||||
HttpServletRequest req) {
|
||||
QueryWrapper<AiragApp> queryWrapper = QueryGenerator.initQueryWrapper(airagApp, req.getParameterMap());
|
||||
Page<AiragApp> page = new Page<AiragApp>(pageNo, pageSize);
|
||||
IPage<AiragApp> pageList = airagAppService.page(page, queryWrapper);
|
||||
return Result.OK(pageList);
|
||||
}
|
||||
|
||||
/**
|
||||
* 新增或编辑
|
||||
*
|
||||
* @param airagApp
|
||||
* @return
|
||||
*/
|
||||
@RequestMapping(value = "/edit", method = {RequestMethod.PUT, RequestMethod.POST})
|
||||
public Result<String> edit(@RequestBody AiragApp airagApp) {
|
||||
AssertUtils.assertNotEmpty("参数异常", airagApp);
|
||||
AssertUtils.assertNotEmpty("请输入应用名称", airagApp.getName());
|
||||
AssertUtils.assertNotEmpty("请选择应用类型", airagApp.getType());
|
||||
airagApp.setStatus(AiAppConsts.STATUS_ENABLE);
|
||||
airagAppService.saveOrUpdate(airagApp);
|
||||
return Result.OK("保存完成!", airagApp.getId());
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过id删除
|
||||
*
|
||||
* @param id
|
||||
* @return
|
||||
*/
|
||||
@DeleteMapping(value = "/delete")
|
||||
public Result<String> delete(@RequestParam(name = "id", required = true) String id) {
|
||||
airagAppService.removeById(id);
|
||||
return Result.OK("删除成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 批量删除
|
||||
*
|
||||
* @param ids
|
||||
* @return
|
||||
*/
|
||||
@DeleteMapping(value = "/deleteBatch")
|
||||
public Result<String> deleteBatch(@RequestParam(name = "ids", required = true) String ids) {
|
||||
this.airagAppService.removeByIds(Arrays.asList(ids.split(",")));
|
||||
return Result.OK("批量删除成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过id查询
|
||||
*
|
||||
* @param id
|
||||
* @return
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@GetMapping(value = "/queryById")
|
||||
public Result<AiragApp> queryById(@RequestParam(name = "id", required = true) String id) {
|
||||
AiragApp airagApp = airagAppService.getById(id);
|
||||
if (airagApp == null) {
|
||||
return Result.error("未找到对应数据");
|
||||
}
|
||||
return Result.OK(airagApp);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 调试应用
|
||||
*
|
||||
* @param appDebugParams
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/28 10:49
|
||||
*/
|
||||
@PostMapping(value = "/debug")
|
||||
public SseEmitter debugApp(@RequestBody AppDebugParams appDebugParams) {
|
||||
return airagChatService.debugApp(appDebugParams);
|
||||
}
|
||||
|
||||
/**
|
||||
* 根据需求生成提示词
|
||||
*
|
||||
* @param prompt
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/12 15:30
|
||||
*/
|
||||
@GetMapping(value = "/prompt/generate")
|
||||
public Result<?> generatePrompt(@RequestParam(name = "prompt", required = true) String prompt) {
|
||||
return (Result<?>) airagAppService.generatePrompt(prompt,true);
|
||||
}
|
||||
|
||||
/**
|
||||
* 根据需求生成提示词
|
||||
*
|
||||
* @param prompt
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/12 15:30
|
||||
*/
|
||||
@PostMapping(value = "/prompt/generate")
|
||||
public SseEmitter generatePromptSse(@RequestParam(name = "prompt", required = true) String prompt) {
|
||||
return (SseEmitter) airagAppService.generatePrompt(prompt,false);
|
||||
}
|
||||
|
||||
}
|
||||
@ -1,144 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.controller;
|
||||
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.config.shiro.IgnoreAuth;
|
||||
import org.jeecg.modules.airag.app.service.IAiragChatService;
|
||||
import org.jeecg.modules.airag.app.vo.ChatConversation;
|
||||
import org.jeecg.modules.airag.app.vo.ChatSendParams;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.web.bind.annotation.*;
|
||||
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
|
||||
|
||||
|
||||
/**
|
||||
* airag应用-chat
|
||||
*
|
||||
* @Author: chenrui
|
||||
* @Date: 2025-02-25 11:40
|
||||
*/
|
||||
@Slf4j
|
||||
@RestController
|
||||
@RequestMapping("/airag/chat")
|
||||
public class AiragChatController {
|
||||
|
||||
@Autowired
|
||||
IAiragChatService chatService;
|
||||
|
||||
|
||||
/**
|
||||
* 发送消息
|
||||
*
|
||||
* @return 返回一个Result对象,表示发送消息的结果
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 11:42
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@PostMapping(value = "/send")
|
||||
public SseEmitter send(@RequestBody ChatSendParams chatSendParams) {
|
||||
return chatService.send(chatSendParams);
|
||||
}
|
||||
|
||||
/**
|
||||
* 发送消息 <br/>
|
||||
* 兼容旧版浏览器
|
||||
* @param content
|
||||
* @param conversationId
|
||||
* @param topicId
|
||||
* @param appId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 18:13
|
||||
*/
|
||||
@GetMapping(value = "/send")
|
||||
public SseEmitter sendByGet(@RequestParam("content") String content,
|
||||
@RequestParam(value = "conversationId", required = false) String conversationId,
|
||||
@RequestParam(value = "topicId", required = false) String topicId,
|
||||
@RequestParam(value = "appId", required = false) String appId) {
|
||||
ChatSendParams chatSendParams = new ChatSendParams(content, conversationId, topicId, appId);
|
||||
return chatService.send(chatSendParams);
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取所有对话
|
||||
*
|
||||
* @return 返回一个Result对象,包含所有对话的信息
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 11:42
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@GetMapping(value = "/conversations")
|
||||
public Result<?> getConversations(@RequestParam(value = "appId", required = false) String appId) {
|
||||
return chatService.getConversations(appId);
|
||||
}
|
||||
|
||||
/**
|
||||
* 删除会话
|
||||
*
|
||||
* @param id
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/3 16:55
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@DeleteMapping(value = "/conversation/{id}")
|
||||
public Result<?> deleteConversation(@PathVariable("id") String id) {
|
||||
return chatService.deleteConversation(id);
|
||||
}
|
||||
|
||||
/**
|
||||
* 更新会话标题
|
||||
*
|
||||
* @param updateTitleParams
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/3 16:55
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@PutMapping(value = "/conversation/update/title")
|
||||
public Result<?> updateConversationTitle(@RequestBody ChatConversation updateTitleParams) {
|
||||
return chatService.updateConversationTitle(updateTitleParams);
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取消息
|
||||
*
|
||||
* @return 返回一个Result对象,包含消息的信息
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 11:42
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@GetMapping(value = "/messages")
|
||||
public Result<?> getMessages(@RequestParam(value = "conversationId", required = true) String conversationId) {
|
||||
return chatService.getMessages(conversationId);
|
||||
}
|
||||
|
||||
/**
|
||||
* 清空消息
|
||||
*
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 11:42
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@GetMapping(value = "/messages/clear/{conversationId}")
|
||||
public Result<?> clearMessage(@PathVariable(value = "conversationId") String conversationId) {
|
||||
return chatService.clearMessage(conversationId);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 根据请求ID停止某个请求的处理
|
||||
*
|
||||
* @param requestId 请求的唯一标识符,用于识别和停止特定的请求
|
||||
* @return 返回一个Result对象,表示停止请求的结果
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 11:42
|
||||
*/
|
||||
@IgnoreAuth
|
||||
@GetMapping(value = "/stop/{requestId}")
|
||||
public Result<?> stop(@PathVariable(name = "requestId", required = true) String requestId) {
|
||||
return chatService.stop(requestId);
|
||||
}
|
||||
|
||||
}
|
||||
@ -1,190 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.entity;
|
||||
|
||||
import com.baomidou.mybatisplus.annotation.IdType;
|
||||
import com.baomidou.mybatisplus.annotation.TableField;
|
||||
import com.baomidou.mybatisplus.annotation.TableId;
|
||||
import com.baomidou.mybatisplus.annotation.TableName;
|
||||
import com.fasterxml.jackson.annotation.JsonFormat;
|
||||
|
||||
import io.swagger.v3.oas.annotations.media.Schema;
|
||||
import lombok.Data;
|
||||
import lombok.EqualsAndHashCode;
|
||||
import lombok.experimental.Accessors;
|
||||
import org.jeecg.common.aspect.annotation.Dict;
|
||||
import org.jeecg.common.util.oConvertUtils;
|
||||
import org.jeecgframework.poi.excel.annotation.Excel;
|
||||
import org.springframework.format.annotation.DateTimeFormat;
|
||||
|
||||
import java.io.Serializable;
|
||||
import java.util.ArrayList;
|
||||
import java.util.Arrays;
|
||||
import java.util.List;
|
||||
|
||||
/**
|
||||
* @Description: AI应用
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-26
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@Data
|
||||
@TableName("airag_app")
|
||||
@Accessors(chain = true)
|
||||
@EqualsAndHashCode(callSuper = false)
|
||||
@Schema(description="AI应用")
|
||||
public class AiragApp implements Serializable {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
/**
|
||||
* 主键
|
||||
*/
|
||||
@TableId(type = IdType.ASSIGN_ID)
|
||||
@Schema(description = "主键")
|
||||
private String id;
|
||||
/**
|
||||
* 创建人
|
||||
*/
|
||||
@Schema(description = "创建人")
|
||||
private String createBy;
|
||||
/**
|
||||
* 创建日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "创建日期")
|
||||
private java.util.Date createTime;
|
||||
/**
|
||||
* 更新人
|
||||
*/
|
||||
@Schema(description = "更新人")
|
||||
private String updateBy;
|
||||
/**
|
||||
* 更新日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "更新日期")
|
||||
private java.util.Date updateTime;
|
||||
/**
|
||||
* 所属部门
|
||||
*/
|
||||
@Schema(description = "所属部门")
|
||||
private String sysOrgCode;
|
||||
/**
|
||||
* 租户id
|
||||
*/
|
||||
@Excel(name = "租户id", width = 15)
|
||||
@Schema(description = "租户id")
|
||||
private String tenantId;
|
||||
/**
|
||||
* 应用名称
|
||||
*/
|
||||
@Excel(name = "应用名称", width = 15)
|
||||
@Schema(description = "应用名称")
|
||||
private String name;
|
||||
/**
|
||||
* 应用描述
|
||||
*/
|
||||
@Excel(name = "应用描述", width = 15)
|
||||
@Schema(description = "应用描述")
|
||||
private String descr;
|
||||
/**
|
||||
* 应用图标
|
||||
*/
|
||||
@Excel(name = "应用图标", width = 15)
|
||||
@Schema(description = "应用图标")
|
||||
private String icon;
|
||||
/**
|
||||
* 应用类型
|
||||
*/
|
||||
@Excel(name = "应用类型", width = 15, dicCode = "ai_app_type")
|
||||
@Dict(dicCode = "ai_app_type")
|
||||
@Schema(description = "应用类型")
|
||||
private String type;
|
||||
/**
|
||||
* 开场白
|
||||
*/
|
||||
@Excel(name = "开场白", width = 15)
|
||||
@Schema(description = "开场白")
|
||||
private String prologue;
|
||||
/**
|
||||
* 预设问题
|
||||
*/
|
||||
@Excel(name = "预设问题", width = 15)
|
||||
@Schema(description = "预设问题")
|
||||
private String presetQuestion;
|
||||
/**
|
||||
* 提示词
|
||||
*/
|
||||
@Excel(name = "提示词", width = 15)
|
||||
@Schema(description = "提示词")
|
||||
private String prompt;
|
||||
/**
|
||||
* 模型配置
|
||||
*/
|
||||
@Excel(name = "模型配置", width = 15, dictTable = "airag_model where model_type = 'LLM' ", dicText = "name", dicCode = "id")
|
||||
@Dict(dictTable = "airag_model where model_type = 'LLM' ", dicText = "name", dicCode = "id")
|
||||
@Schema(description = "模型配置")
|
||||
private String modelId;
|
||||
/**
|
||||
* 历史消息数
|
||||
*/
|
||||
@Excel(name = "历史消息数", width = 15)
|
||||
@Schema(description = "历史消息数")
|
||||
private Integer msgNum;
|
||||
/**
|
||||
* 知识库
|
||||
*/
|
||||
@Excel(name = "知识库", width = 15, dictTable = "airag_knowledge where status = 'enable'", dicText = "name", dicCode = "id")
|
||||
@Dict(dictTable = "airag_knowledge where status = 'enable'", dicText = "name", dicCode = "id")
|
||||
@Schema(description = "知识库")
|
||||
private String knowledgeIds;
|
||||
/**
|
||||
* 流程
|
||||
*/
|
||||
@Excel(name = "流程", width = 15, dictTable = "airag_flow where status = 'enable' ", dicText = "name", dicCode = "id")
|
||||
@Dict(dictTable = "airag_flow where status = 'enable' ", dicText = "name", dicCode = "id")
|
||||
@Schema(description = "流程")
|
||||
private String flowId;
|
||||
/**
|
||||
* 快捷指令
|
||||
*/
|
||||
@Excel(name = "快捷指令", width = 15)
|
||||
@Schema(description = "快捷指令")
|
||||
private String quickCommand;
|
||||
/**
|
||||
* 状态
|
||||
*/
|
||||
@Excel(name = "状态", width = 15)
|
||||
@Schema(description = "状态")
|
||||
private String status;
|
||||
|
||||
|
||||
/**
|
||||
* 元数据
|
||||
*/
|
||||
@Excel(name = "元数据", width = 15)
|
||||
@Schema(description = "元数据")
|
||||
private String metadata;
|
||||
|
||||
/**
|
||||
* 知识库ids
|
||||
*/
|
||||
@TableField(exist = false)
|
||||
private List<String> knowIds;
|
||||
|
||||
/**
|
||||
* 获取知识库id
|
||||
*
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/28 11:45
|
||||
*/
|
||||
public List<String> getKnowIds() {
|
||||
if (oConvertUtils.isNotEmpty(knowledgeIds)) {
|
||||
String[] knowIds = knowledgeIds.split(",");
|
||||
return Arrays.asList(knowIds);
|
||||
} else {
|
||||
return new ArrayList<>(0);
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -1,14 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.mapper;
|
||||
|
||||
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
|
||||
import org.jeecg.modules.airag.app.entity.AiragApp;
|
||||
|
||||
/**
|
||||
* @Description: AI应用
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-26
|
||||
* @Version: V1.0
|
||||
*/
|
||||
public interface AiragAppMapper extends BaseMapper<AiragApp> {
|
||||
|
||||
}
|
||||
@ -1,5 +0,0 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
|
||||
<mapper namespace="org.jeecg.modules.airag.app.mapper.AiragAppMapper">
|
||||
|
||||
</mapper>
|
||||
@ -1,24 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.service;
|
||||
|
||||
import com.baomidou.mybatisplus.extension.service.IService;
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.modules.airag.app.entity.AiragApp;
|
||||
|
||||
/**
|
||||
* @Description: AI应用
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-26
|
||||
* @Version: V1.0
|
||||
*/
|
||||
public interface IAiragAppService extends IService<AiragApp> {
|
||||
|
||||
/**
|
||||
* 生成提示词
|
||||
* @param prompt
|
||||
* @return blocking 是否阻塞
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/12 14:45
|
||||
*/
|
||||
Object generatePrompt(String prompt,boolean blocking);
|
||||
}
|
||||
@ -1,95 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.service;
|
||||
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.modules.airag.app.vo.AppDebugParams;
|
||||
import org.jeecg.modules.airag.app.vo.ChatConversation;
|
||||
import org.jeecg.modules.airag.app.vo.ChatSendParams;
|
||||
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
|
||||
|
||||
/**
|
||||
* ai聊天
|
||||
*
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 13:36
|
||||
*/
|
||||
public interface IAiragChatService {
|
||||
|
||||
/**
|
||||
* 发送消息
|
||||
*
|
||||
* @param chatSendParams
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 13:39
|
||||
*/
|
||||
SseEmitter send(ChatSendParams chatSendParams);
|
||||
|
||||
|
||||
/**
|
||||
* 调试应用
|
||||
*
|
||||
* @param appDebugParams
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/28 10:49
|
||||
*/
|
||||
SseEmitter debugApp(AppDebugParams appDebugParams);
|
||||
|
||||
/**
|
||||
* 停止响应
|
||||
*
|
||||
* @param requestId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 17:17
|
||||
*/
|
||||
Result<?> stop(String requestId);
|
||||
|
||||
/**
|
||||
* 获取所有对话
|
||||
*
|
||||
* @param appId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/26 14:48
|
||||
*/
|
||||
Result<?> getConversations(String appId);
|
||||
|
||||
/**
|
||||
* 获取对话聊天记录
|
||||
*
|
||||
* @param conversationId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/26 15:16
|
||||
*/
|
||||
Result<?> getMessages(String conversationId);
|
||||
|
||||
/**
|
||||
* 删除会话
|
||||
*
|
||||
* @param conversationId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/3 16:55
|
||||
*/
|
||||
Result<?> deleteConversation(String conversationId);
|
||||
|
||||
/**
|
||||
* 更新会话标题
|
||||
* @param updateTitleParams
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/3 17:02
|
||||
*/
|
||||
Result<?> updateConversationTitle(ChatConversation updateTitleParams);
|
||||
|
||||
/**
|
||||
* 清空消息
|
||||
* @param conversationId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/3 19:49
|
||||
*/
|
||||
Result<?> clearMessage(String conversationId);
|
||||
}
|
||||
@ -1,157 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.service.impl;
|
||||
|
||||
import com.alibaba.fastjson.JSONObject;
|
||||
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
|
||||
import dev.langchain4j.data.message.AiMessage;
|
||||
import dev.langchain4j.data.message.ChatMessage;
|
||||
import dev.langchain4j.data.message.SystemMessage;
|
||||
import dev.langchain4j.data.message.UserMessage;
|
||||
import dev.langchain4j.model.output.FinishReason;
|
||||
import dev.langchain4j.service.TokenStream;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.common.util.AssertUtils;
|
||||
import org.jeecg.common.util.UUIDGenerator;
|
||||
import org.jeecg.modules.airag.app.consts.Prompts;
|
||||
import org.jeecg.modules.airag.app.entity.AiragApp;
|
||||
import org.jeecg.modules.airag.app.mapper.AiragAppMapper;
|
||||
import org.jeecg.modules.airag.app.service.IAiragAppService;
|
||||
import org.jeecg.modules.airag.common.consts.AiragConsts;
|
||||
import org.jeecg.modules.airag.common.handler.AIChatParams;
|
||||
import org.jeecg.modules.airag.common.handler.IAIChatHandler;
|
||||
import org.jeecg.modules.airag.common.utils.AiragLocalCache;
|
||||
import org.jeecg.modules.airag.common.vo.event.EventData;
|
||||
import org.jeecg.modules.airag.common.vo.event.EventFlowData;
|
||||
import org.jeecg.modules.airag.common.vo.event.EventMessageData;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.stereotype.Service;
|
||||
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.util.Arrays;
|
||||
import java.util.List;
|
||||
import java.util.concurrent.atomic.AtomicBoolean;
|
||||
|
||||
/**
|
||||
* @Description: AI应用
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-26
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@Slf4j
|
||||
@Service
|
||||
public class AiragAppServiceImpl extends ServiceImpl<AiragAppMapper, AiragApp> implements IAiragAppService {
|
||||
|
||||
@Autowired
|
||||
IAIChatHandler aiChatHandler;
|
||||
|
||||
@Override
|
||||
public Object generatePrompt(String prompt, boolean blocking) {
|
||||
AssertUtils.assertNotEmpty("请输入提示词", prompt);
|
||||
List<ChatMessage> messages = Arrays.asList(new SystemMessage(Prompts.GENERATE_LLM_PROMPT), new UserMessage(prompt));
|
||||
|
||||
AIChatParams params = new AIChatParams();
|
||||
params.setTemperature(0.8);
|
||||
params.setTopP(0.9);
|
||||
params.setPresencePenalty(0.1);
|
||||
params.setFrequencyPenalty(0.1);
|
||||
if(blocking){
|
||||
String promptValue = aiChatHandler.completionsByDefaultModel(messages, params);
|
||||
if (promptValue == null || promptValue.isEmpty()) {
|
||||
return Result.error("生成失败");
|
||||
}
|
||||
return Result.OK("success", promptValue);
|
||||
}else{
|
||||
SseEmitter emitter = new SseEmitter(-0L);
|
||||
// 异步运行(流式)
|
||||
TokenStream tokenStream = aiChatHandler.chatByDefaultModel(messages, params);
|
||||
/**
|
||||
* 是否正在思考
|
||||
*/
|
||||
AtomicBoolean isThinking = new AtomicBoolean(false);
|
||||
String requestId = UUIDGenerator.generate();
|
||||
// ai聊天响应逻辑
|
||||
tokenStream.onNext((String resMessage) -> {
|
||||
// 兼容推理模型
|
||||
if ("<think>".equals(resMessage)) {
|
||||
isThinking.set(true);
|
||||
resMessage = "> ";
|
||||
}
|
||||
if ("</think>".equals(resMessage)) {
|
||||
isThinking.set(false);
|
||||
resMessage = "\n\n";
|
||||
}
|
||||
if (isThinking.get()) {
|
||||
if (null != resMessage && resMessage.contains("\n")) {
|
||||
resMessage = "\n> ";
|
||||
}
|
||||
}
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_MESSAGE);
|
||||
EventMessageData messageEventData = EventMessageData.builder()
|
||||
.message(resMessage)
|
||||
.build();
|
||||
eventData.setData(messageEventData);
|
||||
try {
|
||||
String eventStr = JSONObject.toJSONString(eventData);
|
||||
log.debug("[AI应用]接收LLM返回消息:{}", eventStr);
|
||||
emitter.send(SseEmitter.event().data(eventStr));
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
})
|
||||
.onComplete((responseMessage) -> {
|
||||
// 记录ai的回复
|
||||
AiMessage aiMessage = responseMessage.content();
|
||||
FinishReason finishReason = responseMessage.finishReason();
|
||||
String respText = aiMessage.text();
|
||||
if (FinishReason.STOP.equals(finishReason) || null == finishReason) {
|
||||
// 正常结束
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_MESSAGE_END);
|
||||
try {
|
||||
log.debug("[AI应用]接收LLM返回消息完成:{}", respText);
|
||||
emitter.send(SseEmitter.event().data(eventData));
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
closeSSE(emitter, eventData);
|
||||
} else if (FinishReason.TOOL_EXECUTION.equals(finishReason)) {
|
||||
// 需要执行工具
|
||||
// TODO author: chenrui for: date:2025/3/7
|
||||
} else {
|
||||
// 异常结束
|
||||
log.error("调用模型异常:" + respText);
|
||||
if (respText.contains("insufficient Balance")) {
|
||||
respText = "大预言模型账号余额不足!";
|
||||
}
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_FLOW_ERROR);
|
||||
eventData.setData(EventFlowData.builder().success(false).message(respText).build());
|
||||
closeSSE(emitter, eventData);
|
||||
}
|
||||
})
|
||||
.onError((Throwable error) -> {
|
||||
// sse
|
||||
String errMsg = "调用大模型接口失败:" + error.getMessage();
|
||||
log.error(errMsg, error);
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_FLOW_ERROR);
|
||||
eventData.setData(EventFlowData.builder().success(false).message(errMsg).build());
|
||||
closeSSE(emitter, eventData);
|
||||
})
|
||||
.start();
|
||||
return emitter;
|
||||
}
|
||||
}
|
||||
|
||||
private static void closeSSE(SseEmitter emitter, EventData eventData) {
|
||||
try {
|
||||
// 发送完成事件
|
||||
emitter.send(SseEmitter.event().data(eventData));
|
||||
} catch (IOException e) {
|
||||
log.error("终止会话时发生错误", e);
|
||||
} finally {
|
||||
// 从缓存中移除emitter
|
||||
AiragLocalCache.remove(AiragConsts.CACHE_TYPE_SSE, eventData.getRequestId());
|
||||
// 关闭emitter
|
||||
emitter.complete();
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -1,901 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.service.impl;
|
||||
|
||||
import com.alibaba.fastjson.JSONObject;
|
||||
import dev.langchain4j.data.image.Image;
|
||||
import dev.langchain4j.data.message.*;
|
||||
import dev.langchain4j.model.output.FinishReason;
|
||||
import dev.langchain4j.service.TokenStream;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.common.exception.JeecgBootBizTipException;
|
||||
import org.jeecg.common.system.api.ISysBaseAPI;
|
||||
import org.jeecg.common.system.util.JwtUtil;
|
||||
import org.jeecg.common.util.*;
|
||||
import org.jeecg.modules.airag.app.consts.AiAppConsts;
|
||||
import org.jeecg.modules.airag.app.entity.AiragApp;
|
||||
import org.jeecg.modules.airag.app.service.IAiragAppService;
|
||||
import org.jeecg.modules.airag.app.service.IAiragChatService;
|
||||
import org.jeecg.modules.airag.app.vo.AppDebugParams;
|
||||
import org.jeecg.modules.airag.app.vo.ChatConversation;
|
||||
import org.jeecg.modules.airag.app.vo.ChatSendParams;
|
||||
import org.jeecg.modules.airag.common.consts.AiragConsts;
|
||||
import org.jeecg.modules.airag.common.handler.AIChatParams;
|
||||
import org.jeecg.modules.airag.common.handler.IAIChatHandler;
|
||||
import org.jeecg.modules.airag.common.utils.AiragLocalCache;
|
||||
import org.jeecg.modules.airag.common.vo.MessageHistory;
|
||||
import org.jeecg.modules.airag.common.vo.event.EventData;
|
||||
import org.jeecg.modules.airag.common.vo.event.EventFlowData;
|
||||
import org.jeecg.modules.airag.common.vo.event.EventMessageData;
|
||||
import org.jeecg.modules.airag.flow.consts.FlowConsts;
|
||||
import org.jeecg.modules.airag.flow.service.IAiragFlowService;
|
||||
import org.jeecg.modules.airag.flow.vo.api.FlowRunParams;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragModel;
|
||||
import org.jetbrains.annotations.NotNull;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.data.redis.core.BoundValueOperations;
|
||||
import org.springframework.data.redis.core.RedisTemplate;
|
||||
import org.springframework.stereotype.Service;
|
||||
import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import java.io.IOException;
|
||||
import java.util.*;
|
||||
import java.util.concurrent.CompletableFuture;
|
||||
import java.util.concurrent.TimeUnit;
|
||||
import java.util.concurrent.atomic.AtomicBoolean;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
|
||||
/**
|
||||
* AI助手聊天Service
|
||||
*
|
||||
* @author chenrui
|
||||
* @date 2024/1/26 20:07
|
||||
*/
|
||||
@Service
|
||||
@Slf4j
|
||||
public class AiragChatServiceImpl implements IAiragChatService {
|
||||
|
||||
@Autowired
|
||||
IAIChatHandler aiChatHandler;
|
||||
|
||||
@Autowired
|
||||
RedisTemplate redisTemplate;
|
||||
|
||||
@Autowired
|
||||
IAiragAppService airagAppService;
|
||||
|
||||
@Autowired
|
||||
IAiragFlowService airagFlowService;
|
||||
|
||||
@Autowired
|
||||
private ISysBaseAPI sysBaseApi;
|
||||
@Autowired
|
||||
private RedisUtil redisUtil;
|
||||
|
||||
@Override
|
||||
public SseEmitter send(ChatSendParams chatSendParams) {
|
||||
AssertUtils.assertNotEmpty("参数异常", chatSendParams);
|
||||
String userMessage = chatSendParams.getContent();
|
||||
AssertUtils.assertNotEmpty("至少发送一条消息", userMessage);
|
||||
|
||||
// 获取会话信息
|
||||
String conversationId = chatSendParams.getConversationId();
|
||||
String topicId = oConvertUtils.getString(chatSendParams.getTopicId(), UUIDGenerator.generate());
|
||||
// 获取app信息
|
||||
AiragApp app = null;
|
||||
if (oConvertUtils.isNotEmpty(chatSendParams.getAppId())) {
|
||||
app = airagAppService.getById(chatSendParams.getAppId());
|
||||
}
|
||||
ChatConversation chatConversation = getOrCreateChatConversation(app, conversationId);
|
||||
// 更新标题
|
||||
if (oConvertUtils.isEmpty(chatConversation.getTitle())) {
|
||||
chatConversation.setTitle(userMessage.length() > 5 ? userMessage.substring(0, 5) : userMessage);
|
||||
}
|
||||
// 发送消息
|
||||
return doChat(chatConversation, topicId, chatSendParams);
|
||||
}
|
||||
|
||||
@Override
|
||||
public SseEmitter debugApp(AppDebugParams appDebugParams) {
|
||||
AssertUtils.assertNotEmpty("参数异常", appDebugParams);
|
||||
String userMessage = appDebugParams.getContent();
|
||||
AssertUtils.assertNotEmpty("至少发送一条消息", userMessage);
|
||||
AssertUtils.assertNotEmpty("应用信息不能为空", appDebugParams.getApp());
|
||||
// 获取会话信息
|
||||
String topicId = oConvertUtils.getString(appDebugParams.getTopicId(), UUIDGenerator.generate());
|
||||
AiragApp app = appDebugParams.getApp();
|
||||
app.setId("__DEBUG_APP");
|
||||
ChatConversation chatConversation = getOrCreateChatConversation(app, topicId);
|
||||
// 发送消息
|
||||
SseEmitter emitter = doChat(chatConversation, topicId, appDebugParams);
|
||||
//保存会话
|
||||
saveChatConversation(chatConversation, true, null);
|
||||
return emitter;
|
||||
}
|
||||
|
||||
|
||||
@Override
|
||||
public Result<?> stop(String requestId) {
|
||||
AssertUtils.assertNotEmpty("requestId不能为空", requestId);
|
||||
// 从缓存中获取对应的SseEmitter
|
||||
SseEmitter emitter = AiragLocalCache.get(AiragConsts.CACHE_TYPE_SSE, requestId);
|
||||
if (emitter != null) {
|
||||
closeSSE(emitter, new EventData(requestId, null, EventData.EVENT_MESSAGE_END));
|
||||
return Result.ok("会话已成功终止");
|
||||
} else {
|
||||
return Result.error("未找到对应的会话");
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 关闭sse
|
||||
*
|
||||
* @param emitter
|
||||
* @param eventData
|
||||
* @throws IOException
|
||||
* @author chenrui
|
||||
* @date 2025/2/27 15:56
|
||||
*/
|
||||
private static void closeSSE(SseEmitter emitter, EventData eventData) {
|
||||
AssertUtils.assertNotEmpty("请求id不能为空", eventData);
|
||||
if (null == emitter) {
|
||||
log.warn("会话已关闭");
|
||||
return;
|
||||
}
|
||||
try {
|
||||
// 发送完成事件
|
||||
emitter.send(SseEmitter.event().data(eventData));
|
||||
} catch (IOException e) {
|
||||
log.error("终止会话时发生错误", e);
|
||||
} finally {
|
||||
// 从缓存中移除emitter
|
||||
AiragLocalCache.remove(AiragConsts.CACHE_TYPE_SSE, eventData.getRequestId());
|
||||
// 关闭emitter
|
||||
emitter.complete();
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public Result<?> getConversations(String appId) {
|
||||
if (oConvertUtils.isEmpty(appId)) {
|
||||
appId = AiAppConsts.DEFAULT_APP_ID;
|
||||
}
|
||||
String key = getConversationDirCacheKey(null);
|
||||
key = key + ":*";
|
||||
List<String> keys = redisUtil.scan(key);
|
||||
// 如果键集合为空,返回空列表
|
||||
if (keys.isEmpty()) {
|
||||
return Result.ok(Collections.emptyList());
|
||||
}
|
||||
|
||||
// 遍历键集合,获取对应的 ChatConversation 对象
|
||||
List<ChatConversation> conversations = new ArrayList<>();
|
||||
for (Object k : keys) {
|
||||
ChatConversation conversation = (ChatConversation) redisTemplate.boundValueOps(k).get();
|
||||
|
||||
if (conversation != null) {
|
||||
AiragApp app = conversation.getApp();
|
||||
if (null == app) {
|
||||
continue;
|
||||
}
|
||||
String conversationAppId = app.getId();
|
||||
if (appId.equals(conversationAppId)) {
|
||||
conversation.setApp(null);
|
||||
conversation.setMessages(null);
|
||||
conversations.add(conversation);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// 对会话列表按创建时间降序排序
|
||||
conversations.sort((o1, o2) -> {
|
||||
Date date1 = o1.getCreateTime();
|
||||
Date date2 = o2.getCreateTime();
|
||||
if (date1 == null && date2 == null) {
|
||||
return 0;
|
||||
}
|
||||
if (date1 == null) {
|
||||
return 1;
|
||||
}
|
||||
if (date2 == null) {
|
||||
return -1;
|
||||
}
|
||||
return date2.compareTo(date1);
|
||||
});
|
||||
|
||||
// 返回结果
|
||||
return Result.ok(conversations);
|
||||
}
|
||||
|
||||
@Override
|
||||
public Result<?> getMessages(String conversationId) {
|
||||
AssertUtils.assertNotEmpty("请先选择会话", conversationId);
|
||||
String key = getConversationCacheKey(conversationId, null);
|
||||
if (oConvertUtils.isEmpty(key)) {
|
||||
return Result.ok(Collections.emptyList());
|
||||
}
|
||||
ChatConversation chatConversation = (ChatConversation) redisTemplate.boundValueOps(key).get();
|
||||
if (oConvertUtils.isObjectEmpty(chatConversation)) {
|
||||
return Result.ok(Collections.emptyList());
|
||||
}
|
||||
return Result.ok(chatConversation.getMessages());
|
||||
}
|
||||
|
||||
@Override
|
||||
public Result<?> clearMessage(String conversationId) {
|
||||
AssertUtils.assertNotEmpty("请先选择会话", conversationId);
|
||||
String key = getConversationCacheKey(conversationId, null);
|
||||
if (oConvertUtils.isEmpty(key)) {
|
||||
return Result.ok(Collections.emptyList());
|
||||
}
|
||||
ChatConversation chatConversation = (ChatConversation) redisTemplate.boundValueOps(key).get();
|
||||
if (null != chatConversation && oConvertUtils.isObjectNotEmpty(chatConversation.getMessages())) {
|
||||
chatConversation.getMessages().clear();
|
||||
saveChatConversation(chatConversation);
|
||||
}
|
||||
return Result.ok();
|
||||
}
|
||||
|
||||
@Override
|
||||
public Result<?> deleteConversation(String conversationId) {
|
||||
AssertUtils.assertNotEmpty("请选择要删除的会话", conversationId);
|
||||
String key = getConversationCacheKey(conversationId, null);
|
||||
if (oConvertUtils.isNotEmpty(key)) {
|
||||
Boolean delete = redisTemplate.delete(key);
|
||||
if (delete) {
|
||||
return Result.ok();
|
||||
} else {
|
||||
return Result.error("删除会话失败");
|
||||
}
|
||||
}
|
||||
log.warn("[ai-chat]删除会话:未找到会话:{}", conversationId);
|
||||
return Result.ok();
|
||||
}
|
||||
|
||||
@Override
|
||||
public Result<?> updateConversationTitle(ChatConversation updateTitleParams) {
|
||||
AssertUtils.assertNotEmpty("请先选择会话", updateTitleParams);
|
||||
AssertUtils.assertNotEmpty("请先选择会话", updateTitleParams.getId());
|
||||
AssertUtils.assertNotEmpty("请输入会话标题", updateTitleParams.getTitle());
|
||||
String key = getConversationCacheKey(updateTitleParams.getId(), null);
|
||||
if (oConvertUtils.isEmpty(key)) {
|
||||
log.warn("[ai-chat]删除会话:未找到会话:{}", updateTitleParams.getId());
|
||||
return Result.ok();
|
||||
}
|
||||
ChatConversation chatConversation = (ChatConversation) redisTemplate.boundValueOps(key).get();
|
||||
chatConversation.setTitle(updateTitleParams.getTitle());
|
||||
saveChatConversation(chatConversation);
|
||||
return Result.ok();
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取会话缓存key
|
||||
*
|
||||
* @param conversationId
|
||||
* @param httpRequest
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 19:27
|
||||
*/
|
||||
private String getConversationCacheKey(String conversationId,HttpServletRequest httpRequest) {
|
||||
if (oConvertUtils.isEmpty(conversationId)) {
|
||||
return null;
|
||||
}
|
||||
String key = getConversationDirCacheKey(httpRequest);
|
||||
key = key + ":" + conversationId;
|
||||
return key;
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取当前用户会话的缓存目录
|
||||
*
|
||||
* @param httpRequest
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/26 15:09
|
||||
*/
|
||||
private String getConversationDirCacheKey(HttpServletRequest httpRequest) {
|
||||
String username = getUsername(httpRequest);
|
||||
// 如果用户不存在,获取当前请求的sessionid
|
||||
if (oConvertUtils.isEmpty(username)) {
|
||||
try {
|
||||
if (null == httpRequest) {
|
||||
httpRequest = SpringContextUtils.getHttpServletRequest();
|
||||
}
|
||||
username = httpRequest.getSession().getId();
|
||||
} catch (Exception e) {
|
||||
log.error("获取当前请求的sessionid失败", e);
|
||||
}
|
||||
}
|
||||
AssertUtils.assertNotEmpty("请先登录", username);
|
||||
return "airag:chat:" + username;
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取会话
|
||||
*
|
||||
* @param app
|
||||
* @param conversationId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 19:19
|
||||
*/
|
||||
@NotNull
|
||||
private ChatConversation getOrCreateChatConversation(AiragApp app, String conversationId) {
|
||||
if (oConvertUtils.isObjectEmpty(app)) {
|
||||
app = new AiragApp();
|
||||
app.setId(AiAppConsts.DEFAULT_APP_ID);
|
||||
}
|
||||
ChatConversation chatConversation = null;
|
||||
String key = getConversationCacheKey(conversationId, null);
|
||||
if (oConvertUtils.isNotEmpty(key)) {
|
||||
chatConversation = (ChatConversation) redisTemplate.boundValueOps(key).get();
|
||||
}
|
||||
if (null == chatConversation) {
|
||||
chatConversation = createConversation(conversationId);
|
||||
}
|
||||
chatConversation.setApp(app);
|
||||
return chatConversation;
|
||||
}
|
||||
|
||||
/**
|
||||
* 创建新的会话
|
||||
*
|
||||
* @param conversationId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/26 15:53
|
||||
*/
|
||||
@NotNull
|
||||
private ChatConversation createConversation(String conversationId) {
|
||||
// 新会话
|
||||
conversationId = oConvertUtils.getString(conversationId, UUIDGenerator.generate());
|
||||
ChatConversation chatConversation = new ChatConversation();
|
||||
chatConversation.setId(conversationId);
|
||||
chatConversation.setCreateTime(new Date());
|
||||
return chatConversation;
|
||||
}
|
||||
|
||||
/**
|
||||
* 保存会话
|
||||
*
|
||||
* @param chatConversation
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 19:27
|
||||
*/
|
||||
private void saveChatConversation(ChatConversation chatConversation) {
|
||||
saveChatConversation(chatConversation, false, null);
|
||||
}
|
||||
|
||||
/**
|
||||
* 保存会话
|
||||
*
|
||||
* @param chatConversation
|
||||
* @param temp 是否临时会话
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 19:27
|
||||
*/
|
||||
private void saveChatConversation(ChatConversation chatConversation, boolean temp,HttpServletRequest httpRequest) {
|
||||
if (null == chatConversation) {
|
||||
return;
|
||||
}
|
||||
String key = getConversationCacheKey(chatConversation.getId(), httpRequest);
|
||||
if (oConvertUtils.isEmpty(key)) {
|
||||
return;
|
||||
}
|
||||
BoundValueOperations chatRedisCacheOp = redisTemplate.boundValueOps(key);
|
||||
chatRedisCacheOp.set(chatConversation);
|
||||
if (temp) {
|
||||
chatRedisCacheOp.expire(3, TimeUnit.HOURS);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 构造消息
|
||||
*
|
||||
* @param conversation
|
||||
* @param topicId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 15:26
|
||||
*/
|
||||
private List<ChatMessage> collateMessage(ChatConversation conversation, String topicId) {
|
||||
List<MessageHistory> messagesHistory = conversation.getMessages();
|
||||
if (oConvertUtils.isObjectEmpty(messagesHistory)) {
|
||||
return new LinkedList<>();
|
||||
}
|
||||
LinkedList<ChatMessage> chatMessages = new LinkedList<>();
|
||||
for (int i = messagesHistory.size() - 1; i >= 0; i--) {
|
||||
MessageHistory history = messagesHistory.get(i);
|
||||
if (topicId.equals(history.getTopicId())) {
|
||||
ChatMessage chatMessage = null;
|
||||
switch (history.getRole()) {
|
||||
case AiragConsts.MESSAGE_ROLE_USER:
|
||||
List<Content> contents = new ArrayList<>();
|
||||
List<MessageHistory.ImageHistory> images = history.getImages();
|
||||
if (oConvertUtils.isObjectNotEmpty(images)
|
||||
&& !images.isEmpty()) {
|
||||
contents.addAll(images.stream().map(imageHistory -> {
|
||||
if (oConvertUtils.isNotEmpty(imageHistory.getUrl())) {
|
||||
return ImageContent.from(imageHistory.getUrl());
|
||||
} else {
|
||||
return ImageContent.from(imageHistory.getBase64Data(), imageHistory.getMimeType());
|
||||
}
|
||||
}).collect(Collectors.toList()));
|
||||
}
|
||||
contents.add(TextContent.from(history.getContent()));
|
||||
chatMessage = UserMessage.from(contents);
|
||||
break;
|
||||
case AiragConsts.MESSAGE_ROLE_AI:
|
||||
chatMessage = new AiMessage(history.getContent());
|
||||
break;
|
||||
}
|
||||
if (null == chatMessage) {
|
||||
continue;
|
||||
}
|
||||
chatMessages.addFirst(chatMessage);
|
||||
}
|
||||
}
|
||||
return chatMessages;
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 追加消息
|
||||
*
|
||||
* @param messages
|
||||
* @param message
|
||||
* @param chatConversation
|
||||
* @param topicId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 19:05
|
||||
*/
|
||||
private void appendMessage(List<ChatMessage> messages, ChatMessage message, ChatConversation
|
||||
chatConversation, String topicId) {
|
||||
|
||||
if (message.type().equals(ChatMessageType.SYSTEM)) {
|
||||
// 系统消息,放到消息列表最前面,并且不记录历史
|
||||
messages.add(0, message);
|
||||
return;
|
||||
} else {
|
||||
messages.add(message);
|
||||
}
|
||||
List<MessageHistory> histories = chatConversation.getMessages();
|
||||
if (oConvertUtils.isObjectEmpty(histories)) {
|
||||
histories = new ArrayList<>();
|
||||
}
|
||||
// 消息记录
|
||||
MessageHistory historyMessage = MessageHistory.builder()
|
||||
.conversationId(chatConversation.getId())
|
||||
.topicId(topicId)
|
||||
.datetime(DateUtils.now())
|
||||
.build();
|
||||
if (message.type().equals(ChatMessageType.USER)) {
|
||||
historyMessage.setRole(AiragConsts.MESSAGE_ROLE_USER);
|
||||
StringBuilder textContent = new StringBuilder();
|
||||
List<MessageHistory.ImageHistory> images = new ArrayList<>();
|
||||
List<Content> contents = ((UserMessage) message).contents();
|
||||
contents.forEach(content -> {
|
||||
if (content.type().equals(ContentType.IMAGE)) {
|
||||
ImageContent imageContent = (ImageContent) content;
|
||||
Image image = imageContent.image();
|
||||
MessageHistory.ImageHistory imageMessage = MessageHistory.ImageHistory.from(image.url(), image.base64Data(), image.mimeType());
|
||||
images.add(imageMessage);
|
||||
} else if (content.type().equals(ContentType.TEXT)) {
|
||||
textContent.append(((TextContent) content).text()).append("\n");
|
||||
}
|
||||
});
|
||||
historyMessage.setContent(textContent.toString());
|
||||
historyMessage.setImages(images);
|
||||
} else if (message.type().equals(ChatMessageType.AI)) {
|
||||
historyMessage.setRole(AiragConsts.MESSAGE_ROLE_AI);
|
||||
historyMessage.setContent(((AiMessage) message).text());
|
||||
}
|
||||
histories.add(historyMessage);
|
||||
chatConversation.setMessages(histories);
|
||||
}
|
||||
|
||||
/**
|
||||
* 发送聊天消息
|
||||
*
|
||||
* @param chatConversation
|
||||
* @param topicId
|
||||
* @param sendParams
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/28 11:04
|
||||
*/
|
||||
@NotNull
|
||||
private SseEmitter doChat(ChatConversation chatConversation, String topicId, ChatSendParams sendParams) {
|
||||
// 从历史消息中组装本次的消息列表
|
||||
List<ChatMessage> messages = collateMessage(chatConversation, topicId);
|
||||
|
||||
AiragApp aiApp = chatConversation.getApp();
|
||||
// 每次会话都生成一个新的,用来缓存emitter
|
||||
String requestId = UUIDGenerator.generate();
|
||||
SseEmitter emitter = new SseEmitter(-0L);
|
||||
// 缓存emitter
|
||||
AiragLocalCache.put(AiragConsts.CACHE_TYPE_SSE, requestId, emitter);
|
||||
try {
|
||||
// 组装用户消息
|
||||
UserMessage userMessage = aiChatHandler.buildUserMessage(sendParams.getContent(), sendParams.getImages());
|
||||
// 追加消息
|
||||
appendMessage(messages, userMessage, chatConversation, topicId);
|
||||
/* 这里应该是有几种情况:
|
||||
* 1. 非ai应用:获取默认模型->开始聊天
|
||||
* 2. AI应用-聊天助手(ChatAssistant):从应用信息组装模型和提示词->开始聊天
|
||||
* 3. AI应用-聊天流程(ChatFlow):从应用信息获取模型,流程,组装入参->调用工作流
|
||||
*/
|
||||
if (null != aiApp && !AiAppConsts.DEFAULT_APP_ID.equals(aiApp.getId())) {
|
||||
// ai应用:查询应用信息(ChatAssistant,chatflow),模型信息,组装模型-提示词,知识库等
|
||||
if (AiAppConsts.APP_TYPE_CHAT_FLOW.equals(aiApp.getType())) {
|
||||
// ai应用:聊天流程(ChatFlow)
|
||||
sendWithFlow(requestId, aiApp.getFlowId(), chatConversation, topicId, messages, sendParams);
|
||||
} else {
|
||||
// AI应用-聊天助手(ChatAssistant):从应用信息组装模型和提示词
|
||||
sendWithAppChat(requestId, messages, chatConversation, topicId);
|
||||
}
|
||||
} else {
|
||||
// 发消息
|
||||
sendWithDefault(requestId, chatConversation, topicId, null, messages, null);
|
||||
}
|
||||
} catch (Throwable e) {
|
||||
log.error(e.getMessage(), e);
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_FLOW_ERROR, chatConversation.getId(), topicId);
|
||||
eventData.setData(EventFlowData.builder().success(false).message(e.getMessage()).build());
|
||||
closeSSE(emitter, eventData);
|
||||
}
|
||||
return emitter;
|
||||
}
|
||||
|
||||
/**
|
||||
* 运行流程
|
||||
*
|
||||
* @param requestId
|
||||
* @param flowId
|
||||
* @param chatConversation
|
||||
* @param topicId
|
||||
* @param messages
|
||||
* @param sendParams
|
||||
* @author chenrui
|
||||
* @date 2025/2/27 14:55
|
||||
*/
|
||||
private void sendWithFlow(String requestId, String flowId, ChatConversation chatConversation, String topicId, List<ChatMessage> messages, ChatSendParams sendParams) {
|
||||
FlowRunParams flowRunParams = new FlowRunParams();
|
||||
flowRunParams.setRequestId(requestId);
|
||||
flowRunParams.setFlowId(flowId);
|
||||
flowRunParams.setConversationId(chatConversation.getId());
|
||||
flowRunParams.setTopicId(topicId);
|
||||
// 支持流式
|
||||
flowRunParams.setResponseMode(FlowConsts.FLOW_RESPONSE_MODE_STREAMING);
|
||||
Map<String, Object> flowInputParams = new HashMap<>();
|
||||
List<MessageHistory> histories = new ArrayList<>();
|
||||
if (oConvertUtils.isObjectNotEmpty(chatConversation.getMessages())) {
|
||||
// 创建历史消息的副本(不直接操作原来的list)
|
||||
histories.addAll(chatConversation.getMessages());
|
||||
// 移除最后一条历史消息(最后一条是当前发出去的这一条消息)
|
||||
histories.remove(histories.size() - 1);
|
||||
}
|
||||
flowInputParams.put(FlowConsts.FLOW_INPUT_PARAM_HISTORY, histories);
|
||||
flowInputParams.put(FlowConsts.FLOW_INPUT_PARAM_QUESTION, sendParams.getContent());
|
||||
flowInputParams.put(FlowConsts.FLOW_INPUT_PARAM_IMAGES, sendParams.getImages());
|
||||
flowRunParams.setInputParams(flowInputParams);
|
||||
HttpServletRequest httpRequest = SpringContextUtils.getHttpServletRequest();
|
||||
flowRunParams.setHttpRequest(httpRequest);
|
||||
// 流程结束后,记录ai返回并保存会话
|
||||
// sse
|
||||
SseEmitter emitter = AiragLocalCache.get(AiragConsts.CACHE_TYPE_SSE, requestId);
|
||||
flowRunParams.setEventCallback(eventData -> {
|
||||
if (EventData.EVENT_FLOW_FINISHED.equals(eventData.getEvent())) {
|
||||
EventFlowData data = (EventFlowData) eventData.getData();
|
||||
Object outputs = data.getOutputs();
|
||||
if (oConvertUtils.isObjectNotEmpty(outputs)) {
|
||||
AiMessage aiMessage;
|
||||
if (outputs instanceof String) {
|
||||
// 兼容推理模型
|
||||
String messageText = String.valueOf(outputs);
|
||||
messageText = messageText.replaceAll("<think>([\\s\\S]*?)</think>", "> $1");
|
||||
aiMessage = new AiMessage(messageText);
|
||||
} else {
|
||||
aiMessage = new AiMessage(JSONObject.toJSONString(outputs));
|
||||
}
|
||||
EventData msgEventData = new EventData(requestId, null, EventData.EVENT_MESSAGE, chatConversation.getId(), topicId);
|
||||
EventMessageData messageEventData = EventMessageData.builder()
|
||||
.message(aiMessage.text())
|
||||
.build();
|
||||
msgEventData.setData(messageEventData);
|
||||
try {
|
||||
String eventStr = JSONObject.toJSONString(msgEventData);
|
||||
log.debug("[AI应用]接收FLOW返回消息:{}", eventStr);
|
||||
emitter.send(SseEmitter.event().data(eventStr));
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
appendMessage(messages, aiMessage, chatConversation, topicId);
|
||||
// 保存会话
|
||||
saveChatConversation(chatConversation, false, httpRequest);
|
||||
}
|
||||
}
|
||||
});
|
||||
airagFlowService.runFlow(flowRunParams);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 发送app聊天
|
||||
*
|
||||
* @param requestId
|
||||
* @param messages
|
||||
* @param chatConversation
|
||||
* @param topicId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/28 10:41
|
||||
*/
|
||||
private void sendWithAppChat(String requestId, List<ChatMessage> messages, ChatConversation chatConversation, String topicId) {
|
||||
AiragApp aiApp = chatConversation.getApp();
|
||||
String modelId = aiApp.getModelId();
|
||||
AssertUtils.assertNotEmpty("请先选择模型", modelId);
|
||||
// AI应用提示词
|
||||
String prompt = aiApp.getPrompt();
|
||||
if (oConvertUtils.isNotEmpty(prompt)) {
|
||||
appendMessage(messages, new SystemMessage(prompt), chatConversation, topicId);
|
||||
}
|
||||
|
||||
AIChatParams aiChatParams = new AIChatParams();
|
||||
// AI应用自定义的模型参数
|
||||
String metadataStr = aiApp.getMetadata();
|
||||
if (oConvertUtils.isNotEmpty(metadataStr)) {
|
||||
JSONObject metadata = JSONObject.parseObject(metadataStr);
|
||||
if(oConvertUtils.isNotEmpty(metadata)){
|
||||
if (metadata.containsKey("temperature")) {
|
||||
aiChatParams.setTemperature(metadata.getDouble("temperature"));
|
||||
}
|
||||
if (metadata.containsKey("topP")) {
|
||||
aiChatParams.setTopP(metadata.getDouble("temperature"));
|
||||
}
|
||||
if (metadata.containsKey("presencePenalty")) {
|
||||
aiChatParams.setPresencePenalty(metadata.getDouble("temperature"));
|
||||
}
|
||||
if (metadata.containsKey("frequencyPenalty")) {
|
||||
aiChatParams.setFrequencyPenalty(metadata.getDouble("temperature"));
|
||||
}
|
||||
if (metadata.containsKey("maxTokens")) {
|
||||
aiChatParams.setMaxTokens(metadata.getInteger("temperature"));
|
||||
}
|
||||
}
|
||||
}
|
||||
// 发消息
|
||||
sendWithDefault(requestId, chatConversation, topicId, modelId, messages, aiChatParams);
|
||||
}
|
||||
|
||||
/**
|
||||
* 处理聊天
|
||||
* 向大模型发送消息并接受响应
|
||||
*
|
||||
* @param chatConversation
|
||||
* @param topicId
|
||||
* @param modelId
|
||||
* @param messages
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 19:24
|
||||
*/
|
||||
private void sendWithDefault(String requestId, ChatConversation chatConversation, String topicId, String modelId,
|
||||
List<ChatMessage> messages,AIChatParams aiChatParams) {
|
||||
// 调用ai聊天
|
||||
if(null == aiChatParams){
|
||||
aiChatParams = new AIChatParams();
|
||||
}
|
||||
aiChatParams.setKnowIds(chatConversation.getApp().getKnowIds());
|
||||
aiChatParams.setMaxMsgNumber(oConvertUtils.getInt(chatConversation.getApp().getMsgNum(), 5));
|
||||
HttpServletRequest httpRequest = SpringContextUtils.getHttpServletRequest();
|
||||
TokenStream chatStream;
|
||||
try {
|
||||
if (oConvertUtils.isNotEmpty(modelId)) {
|
||||
chatStream = aiChatHandler.chat(modelId, messages, aiChatParams);
|
||||
} else {
|
||||
chatStream = aiChatHandler.chatByDefaultModel(messages, aiChatParams);
|
||||
}
|
||||
} catch (Exception e) {
|
||||
log.error(e.getMessage(),e);
|
||||
throw new JeecgBootBizTipException("调用大模型接口失败:" + e.getMessage());
|
||||
}
|
||||
/**
|
||||
* 是否正在思考
|
||||
*/
|
||||
AtomicBoolean isThinking = new AtomicBoolean(false);
|
||||
// ai聊天响应逻辑
|
||||
chatStream.onNext((String resMessage) -> {
|
||||
// 兼容推理模型
|
||||
if ("<think>".equals(resMessage)) {
|
||||
isThinking.set(true);
|
||||
resMessage = "> ";
|
||||
}
|
||||
if ("</think>".equals(resMessage)) {
|
||||
isThinking.set(false);
|
||||
resMessage = "\n\n";
|
||||
}
|
||||
if (isThinking.get()) {
|
||||
if (null != resMessage && resMessage.contains("\n")) {
|
||||
resMessage = "\n> ";
|
||||
}
|
||||
}
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_MESSAGE, chatConversation.getId(), topicId);
|
||||
EventMessageData messageEventData = EventMessageData.builder()
|
||||
.message(resMessage)
|
||||
.build();
|
||||
eventData.setData(messageEventData);
|
||||
// sse
|
||||
SseEmitter emitter = AiragLocalCache.get(AiragConsts.CACHE_TYPE_SSE, requestId);
|
||||
if (null == emitter) {
|
||||
log.warn("[AI应用]接收LLM返回会话已关闭");
|
||||
return;
|
||||
}
|
||||
try {
|
||||
String eventStr = JSONObject.toJSONString(eventData);
|
||||
log.debug("[AI应用]接收LLM返回消息:{}", eventStr);
|
||||
emitter.send(SseEmitter.event().data(eventStr));
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
})
|
||||
.onComplete((responseMessage) -> {
|
||||
// 记录ai的回复
|
||||
AiMessage aiMessage = responseMessage.content();
|
||||
FinishReason finishReason = responseMessage.finishReason();
|
||||
String respText = aiMessage.text();
|
||||
// sse
|
||||
SseEmitter emitter = AiragLocalCache.get(AiragConsts.CACHE_TYPE_SSE, requestId);
|
||||
if (null == emitter) {
|
||||
log.warn("[AI应用]接收LLM返回会话已关闭");
|
||||
return;
|
||||
}
|
||||
if (FinishReason.STOP.equals(finishReason) || null == finishReason) {
|
||||
// 正常结束
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_MESSAGE_END, chatConversation.getId(), topicId);
|
||||
try {
|
||||
log.debug("[AI应用]接收LLM返回消息完成:{}", respText);
|
||||
emitter.send(SseEmitter.event().data(eventData));
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
appendMessage(messages, aiMessage, chatConversation, topicId);
|
||||
// 保存会话
|
||||
saveChatConversation(chatConversation,false,httpRequest);
|
||||
closeSSE(emitter, eventData);
|
||||
} else if (FinishReason.TOOL_EXECUTION.equals(finishReason)) {
|
||||
// 需要执行工具
|
||||
// TODO author: chenrui for: date:2025/3/7
|
||||
} else {
|
||||
// 异常结束
|
||||
log.error("调用模型异常:" + respText);
|
||||
if (respText.contains("insufficient Balance")) {
|
||||
respText = "大预言模型账号余额不足!";
|
||||
}
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_FLOW_ERROR, chatConversation.getId(), topicId);
|
||||
eventData.setData(EventFlowData.builder().success(false).message(respText).build());
|
||||
closeSSE(emitter, eventData);
|
||||
}
|
||||
})
|
||||
.onError((Throwable error) -> {
|
||||
// sse
|
||||
SseEmitter emitter = AiragLocalCache.get(AiragConsts.CACHE_TYPE_SSE, requestId);
|
||||
if (null == emitter) {
|
||||
log.warn("[AI应用]接收LLM返回会话已关闭");
|
||||
return;
|
||||
}
|
||||
String errMsg = "调用大模型接口失败:" + error.getMessage();
|
||||
log.error(errMsg, error);
|
||||
EventData eventData = new EventData(requestId, null, EventData.EVENT_FLOW_ERROR, chatConversation.getId(), topicId);
|
||||
eventData.setData(EventFlowData.builder().success(false).message(errMsg).build());
|
||||
closeSSE(emitter, eventData);
|
||||
})
|
||||
.start();
|
||||
}
|
||||
|
||||
/**
|
||||
* 发送聊天返回结果
|
||||
*
|
||||
* @author chenrui
|
||||
* @date 2025/2/28 11:05
|
||||
*/
|
||||
private static class ChatResult {
|
||||
public final SseEmitter emitter;
|
||||
public final AiragModel chatModel;
|
||||
|
||||
public ChatResult(SseEmitter emitter, AiragModel chatModel) {
|
||||
this.emitter = emitter;
|
||||
this.chatModel = chatModel;
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 总结会话标题
|
||||
* 几个问题: <br/>
|
||||
* 1. 如果在发消息时同步总结会话标题,会导致接口很慢甚至超时.
|
||||
* 2. 但如果异步更新会话标题会导致消息记录丢失(不全)或者标题丢失,需要写很多逻辑去保证最终一致
|
||||
* so 暂时先不用AI更新会话标题. 后期如果需要单独再增加一个接口,由前端调用或者在第一次消息接收完成后再异步更新
|
||||
*
|
||||
* @param chatConversation
|
||||
* @param question
|
||||
* @param modelId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/25 17:12
|
||||
*/
|
||||
protected void summaryConversationTitle(ChatConversation chatConversation, String question, String modelId) {
|
||||
if (oConvertUtils.isEmpty(chatConversation.getId())) {
|
||||
return;
|
||||
}
|
||||
String key = getConversationCacheKey(chatConversation.getId(), null);
|
||||
if (oConvertUtils.isEmpty(key)) {
|
||||
return;
|
||||
}
|
||||
CompletableFuture.runAsync(() -> {
|
||||
List<ChatMessage> messages = new LinkedList<>();
|
||||
String systemMsgStr = "根据用户的问题,总结会话标题.\n" +
|
||||
"要求如下:\n" +
|
||||
"1. 使用中文回答.\n" +
|
||||
"2. 标题长度控制在5个汉字10个英文字符以内\n" +
|
||||
"3. 直接回复会话标题,不要有其他任何无关描述\n" +
|
||||
"4. 如果无法总结,回复不知道\n";
|
||||
messages.add(new SystemMessage(systemMsgStr));
|
||||
messages.add(new UserMessage(question));
|
||||
String summaryTitle;
|
||||
try {
|
||||
summaryTitle = aiChatHandler.completions(modelId, messages, null);
|
||||
log.info("总结会话完成{}", summaryTitle);
|
||||
if (summaryTitle.equalsIgnoreCase("不知道")) {
|
||||
summaryTitle = "";
|
||||
}
|
||||
} catch (Exception e) {
|
||||
log.warn("AI总结会话失败" + e.getMessage(), e);
|
||||
summaryTitle = "";
|
||||
}
|
||||
// 更新会话标题
|
||||
ChatConversation cachedConversation = (ChatConversation) redisTemplate.boundValueOps(key).get();
|
||||
if (null == cachedConversation) {
|
||||
cachedConversation = chatConversation;
|
||||
}
|
||||
if (oConvertUtils.isEmpty(chatConversation.getTitle())) {
|
||||
// 再次判断标题是否为空,只有标题为空才更新
|
||||
if (oConvertUtils.isNotEmpty(summaryTitle)) {
|
||||
cachedConversation.setTitle(summaryTitle);
|
||||
} else {
|
||||
cachedConversation.setTitle(question.length() > 5 ? question.substring(0, 5) : question);
|
||||
}
|
||||
//保存会话
|
||||
saveChatConversation(cachedConversation);
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取用户名
|
||||
* @param httpRequest
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/27 15:05
|
||||
*/
|
||||
private String getUsername(HttpServletRequest httpRequest) {
|
||||
try {
|
||||
TokenUtils.getTokenByRequest();
|
||||
String token;
|
||||
if(null != httpRequest){
|
||||
token = TokenUtils.getTokenByRequest(httpRequest);
|
||||
}else{
|
||||
token = TokenUtils.getTokenByRequest();
|
||||
}
|
||||
if (TokenUtils.verifyToken(token, sysBaseApi, redisUtil)) {
|
||||
return JwtUtil.getUsername(token);
|
||||
}
|
||||
} catch (Exception e) {
|
||||
return null;
|
||||
}
|
||||
return null;
|
||||
}
|
||||
}
|
||||
@ -1,20 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.vo;
|
||||
|
||||
import lombok.Data;
|
||||
import lombok.NoArgsConstructor;
|
||||
import org.jeecg.modules.airag.app.entity.AiragApp;
|
||||
|
||||
/**
|
||||
* @Description: 应用调试入参
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/2/25 11:47
|
||||
*/
|
||||
@Data
|
||||
public class AppDebugParams extends ChatSendParams {
|
||||
|
||||
/**
|
||||
* 应用信息
|
||||
*/
|
||||
AiragApp app;
|
||||
|
||||
}
|
||||
@ -1,42 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.vo;
|
||||
|
||||
import lombok.Data;
|
||||
import org.jeecg.modules.airag.app.entity.AiragApp;
|
||||
import org.jeecg.modules.airag.common.vo.MessageHistory;
|
||||
|
||||
import java.util.Date;
|
||||
import java.util.List;
|
||||
|
||||
/**
|
||||
* @Description: 聊天会话
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/2/25 14:56
|
||||
*/
|
||||
@Data
|
||||
public class ChatConversation {
|
||||
|
||||
/**
|
||||
* 会话id
|
||||
*/
|
||||
private String id;
|
||||
|
||||
/**
|
||||
* 会话标题
|
||||
*/
|
||||
private String title;
|
||||
|
||||
/**
|
||||
* 消息记录
|
||||
*/
|
||||
private List<MessageHistory> messages;
|
||||
|
||||
/**
|
||||
* app
|
||||
*/
|
||||
private AiragApp app;
|
||||
|
||||
/**
|
||||
* 创建时间
|
||||
*/
|
||||
private Date createTime;
|
||||
}
|
||||
@ -1,49 +0,0 @@
|
||||
package org.jeecg.modules.airag.app.vo;
|
||||
|
||||
import lombok.Data;
|
||||
import lombok.NoArgsConstructor;
|
||||
|
||||
import java.util.List;
|
||||
|
||||
/**
|
||||
* @Description: 发送消息的入参
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/2/25 11:47
|
||||
*/
|
||||
@NoArgsConstructor
|
||||
@Data
|
||||
public class ChatSendParams {
|
||||
|
||||
public ChatSendParams(String content, String conversationId, String topicId, String appId) {
|
||||
this.content = content;
|
||||
this.conversationId = conversationId;
|
||||
this.topicId = topicId;
|
||||
this.appId = appId;
|
||||
}
|
||||
|
||||
/**
|
||||
* 用户输入的聊天内容
|
||||
*/
|
||||
private String content;
|
||||
|
||||
/**
|
||||
* 对话会话ID
|
||||
*/
|
||||
private String conversationId;
|
||||
|
||||
/**
|
||||
* 对话主题ID(用于关联历史记录)
|
||||
*/
|
||||
private String topicId;
|
||||
|
||||
/**
|
||||
* 应用id
|
||||
*/
|
||||
private String appId;
|
||||
|
||||
/**
|
||||
* 图片列表
|
||||
*/
|
||||
private List<String> images;
|
||||
|
||||
}
|
||||
@ -1,47 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.config;
|
||||
|
||||
import lombok.Data;
|
||||
import lombok.NoArgsConstructor;
|
||||
import org.springframework.boot.context.properties.ConfigurationProperties;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
/**
|
||||
* 向量存储库配置
|
||||
*
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/2/18 14:24
|
||||
*/
|
||||
@NoArgsConstructor
|
||||
@Data
|
||||
@Component
|
||||
@ConfigurationProperties(prefix = EmbedStoreConfigBean.PREFIX)
|
||||
public class EmbedStoreConfigBean {
|
||||
public static final String PREFIX = "jeecg.airag.embed-store";
|
||||
|
||||
/**
|
||||
* host
|
||||
*/
|
||||
private String host = "127.0.0.1";
|
||||
/**
|
||||
* 端口
|
||||
*/
|
||||
private int port = 5432;
|
||||
/**
|
||||
* 数据库
|
||||
*/
|
||||
private String database = "postgres";
|
||||
/**
|
||||
* 用户名
|
||||
*/
|
||||
private String user = "postgres";
|
||||
/**
|
||||
* 密码
|
||||
*/
|
||||
private String password = "postgres";
|
||||
|
||||
/**
|
||||
* 存储向量的表
|
||||
*/
|
||||
private String table = "embeddings";
|
||||
|
||||
}
|
||||
@ -1,31 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.config;
|
||||
|
||||
import lombok.Data;
|
||||
import lombok.NoArgsConstructor;
|
||||
import org.springframework.boot.context.properties.ConfigurationProperties;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
/**
|
||||
* 知识库配置
|
||||
*
|
||||
* @Author: chenrui
|
||||
* @Date: 2025-04-01 14:19
|
||||
*/
|
||||
@NoArgsConstructor
|
||||
@Data
|
||||
@Component
|
||||
@ConfigurationProperties(prefix = KnowConfigBean.PREFIX)
|
||||
public class KnowConfigBean {
|
||||
public static final String PREFIX = "jeecg.airag.know";
|
||||
|
||||
/**
|
||||
* 开启MinerU解析
|
||||
*/
|
||||
private boolean enableMinerU = false;
|
||||
|
||||
/**
|
||||
* conda的环境(默认不使用conda)
|
||||
*/
|
||||
private String condaEnv = null;
|
||||
|
||||
}
|
||||
@ -1,75 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.consts;
|
||||
|
||||
import java.util.regex.Pattern;
|
||||
|
||||
/**
|
||||
* @Description: airag模型常量类
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/2/12 17:35
|
||||
*/
|
||||
public class LLMConsts {
|
||||
|
||||
|
||||
/**
|
||||
* 正则表达式:是否是网页
|
||||
*/
|
||||
public static final Pattern WEB_PATTERN = Pattern.compile("^(http|https)://.*");
|
||||
|
||||
/**
|
||||
* 状态:启用
|
||||
*/
|
||||
public static final String STATUS_ENABLE = "enable";
|
||||
/**
|
||||
* 状态:禁用
|
||||
*/
|
||||
public static final String STATUS_DISABLE = "disable";
|
||||
|
||||
|
||||
/**
|
||||
* 模型类型:向量
|
||||
*/
|
||||
public static final String MODEL_TYPE_EMBED = "EMBED";
|
||||
|
||||
/**
|
||||
* 模型类型:聊天
|
||||
*/
|
||||
public static final String MODEL_TYPE_LLM = "LLM";
|
||||
|
||||
/**
|
||||
* 知识库:文档状态:草稿
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_STATUS_DRAFT = "draft";
|
||||
/**
|
||||
* 知识库:文档状态:构建中
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_STATUS_BUILDING = "building";
|
||||
/**
|
||||
* 知识库:文档状态:构建完成
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_STATUS_COMPLETE = "complete";
|
||||
|
||||
|
||||
/**
|
||||
* 知识库:文档类型:文本
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_TYPE_TEXT = "text";
|
||||
/**
|
||||
* 知识库:文档类型:文件
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_TYPE_FILE = "file";
|
||||
/**
|
||||
* 知识库:文档类型:网页
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_TYPE_WEB = "web";
|
||||
|
||||
/**
|
||||
* 知识库:文档元数据:文件路径
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_METADATA_FILEPATH = "filePath";
|
||||
|
||||
/**
|
||||
* 知识库:文档元数据:资源路径
|
||||
*/
|
||||
public static final String KNOWLEDGE_DOC_METADATA_SOURCES_PATH = "sourcesPath";
|
||||
|
||||
}
|
||||
@ -1,320 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.controller;
|
||||
|
||||
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
|
||||
import com.baomidou.mybatisplus.core.metadata.IPage;
|
||||
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.common.system.query.QueryGenerator;
|
||||
import org.jeecg.common.util.AssertUtils;
|
||||
import org.jeecg.modules.airag.common.vo.knowledge.KnowledgeSearchResult;
|
||||
import org.jeecg.modules.airag.llm.consts.LLMConsts;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragKnowledge;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragKnowledgeDoc;
|
||||
import org.jeecg.modules.airag.llm.handler.EmbeddingHandler;
|
||||
import org.jeecg.modules.airag.llm.service.IAiragKnowledgeDocService;
|
||||
import org.jeecg.modules.airag.llm.service.IAiragKnowledgeService;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.transaction.annotation.Transactional;
|
||||
import org.springframework.web.bind.annotation.*;
|
||||
import org.springframework.web.multipart.MultipartFile;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import java.util.Arrays;
|
||||
import java.util.Collections;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
|
||||
/**
|
||||
* @Description: AIRag知识库
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-18
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@RestController
|
||||
@RequestMapping("/airag/knowledge")
|
||||
@Slf4j
|
||||
public class AiragKnowledgeController {
|
||||
@Autowired
|
||||
private IAiragKnowledgeService airagKnowledgeService;
|
||||
|
||||
@Autowired
|
||||
private IAiragKnowledgeDocService airagKnowledgeDocService;
|
||||
|
||||
@Autowired
|
||||
EmbeddingHandler embeddingHandler;
|
||||
|
||||
/**
|
||||
* 分页列表查询知识库
|
||||
*
|
||||
* @param airagKnowledge
|
||||
* @param pageNo
|
||||
* @param pageSize
|
||||
* @param req
|
||||
* @return
|
||||
*/
|
||||
@GetMapping(value = "/list")
|
||||
public Result<IPage<AiragKnowledge>> queryPageList(AiragKnowledge airagKnowledge,
|
||||
@RequestParam(name = "pageNo", defaultValue = "1") Integer pageNo,
|
||||
@RequestParam(name = "pageSize", defaultValue = "10") Integer pageSize,
|
||||
HttpServletRequest req) {
|
||||
QueryWrapper<AiragKnowledge> queryWrapper = QueryGenerator.initQueryWrapper(airagKnowledge, req.getParameterMap());
|
||||
Page<AiragKnowledge> page = new Page<AiragKnowledge>(pageNo, pageSize);
|
||||
IPage<AiragKnowledge> pageList = airagKnowledgeService.page(page, queryWrapper);
|
||||
return Result.OK(pageList);
|
||||
}
|
||||
|
||||
/**
|
||||
* 添加知识库
|
||||
*
|
||||
* @param airagKnowledge 知识库
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@PostMapping(value = "/add")
|
||||
public Result<String> add(@RequestBody AiragKnowledge airagKnowledge) {
|
||||
airagKnowledge.setStatus(LLMConsts.STATUS_ENABLE);
|
||||
airagKnowledgeService.save(airagKnowledge);
|
||||
return Result.OK("添加成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 编辑知识库
|
||||
*
|
||||
* @param airagKnowledge 知识库
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@Transactional(rollbackFor = Exception.class)
|
||||
@RequestMapping(value = "/edit", method = {RequestMethod.PUT, RequestMethod.POST})
|
||||
public Result<String> edit(@RequestBody AiragKnowledge airagKnowledge) {
|
||||
AiragKnowledge airagKnowledgeEntity = airagKnowledgeService.getById(airagKnowledge.getId());
|
||||
if (airagKnowledgeEntity == null) {
|
||||
return Result.error("未找到对应数据");
|
||||
}
|
||||
String oldEmbedId = airagKnowledgeEntity.getEmbedId();
|
||||
airagKnowledgeService.updateById(airagKnowledge);
|
||||
if (!oldEmbedId.equalsIgnoreCase(airagKnowledge.getEmbedId())) {
|
||||
// 更新了模型,重建文档
|
||||
airagKnowledgeDocService.rebuildDocumentByKnowId(airagKnowledge.getId());
|
||||
}
|
||||
return Result.OK("编辑成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 重建知识库
|
||||
*
|
||||
* @param knowIds
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/12 17:05
|
||||
*/
|
||||
@PutMapping(value = "/rebuild")
|
||||
public Result<?> rebuild(@RequestParam("knowIds") String knowIds) {
|
||||
String[] knowIdArr = knowIds.split(",");
|
||||
for (String knowId : knowIdArr) {
|
||||
airagKnowledgeDocService.rebuildDocumentByKnowId(knowId);
|
||||
}
|
||||
return Result.OK("");
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过id删除知识库
|
||||
*
|
||||
* @param id
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@Transactional(rollbackFor = Exception.class)
|
||||
@DeleteMapping(value = "/delete")
|
||||
public Result<String> delete(@RequestParam(name = "id", required = true) String id) {
|
||||
airagKnowledgeDocService.removeByKnowIds(Collections.singletonList(id));
|
||||
airagKnowledgeService.removeById(id);
|
||||
return Result.OK("删除成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 批量删除知识库
|
||||
*
|
||||
* @param ids
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@Transactional(rollbackFor = Exception.class)
|
||||
@DeleteMapping(value = "/deleteBatch")
|
||||
public Result<String> deleteBatch(@RequestParam(name = "ids", required = true) String ids) {
|
||||
List<String> idsList = Arrays.asList(ids.split(","));
|
||||
airagKnowledgeDocService.removeByKnowIds(idsList);
|
||||
airagKnowledgeService.removeByIds(idsList);
|
||||
return Result.OK("批量删除成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过id查询知识库
|
||||
*
|
||||
* @param id
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@GetMapping(value = "/queryById")
|
||||
public Result<AiragKnowledge> queryById(@RequestParam(name = "id", required = true) String id) {
|
||||
AiragKnowledge airagKnowledge = airagKnowledgeService.getById(id);
|
||||
if (airagKnowledge == null) {
|
||||
return Result.error("未找到对应数据");
|
||||
}
|
||||
return Result.OK(airagKnowledge);
|
||||
}
|
||||
|
||||
/**
|
||||
* 文档分页查询
|
||||
*
|
||||
* @param airagKnowledgeDoc
|
||||
* @param pageNo
|
||||
* @param pageSize
|
||||
* @param req
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 18:37
|
||||
*/
|
||||
@GetMapping(value = "/doc/list")
|
||||
public Result<IPage<AiragKnowledgeDoc>> queryDocumentPageList(AiragKnowledgeDoc airagKnowledgeDoc,
|
||||
@RequestParam(name = "pageNo", defaultValue = "1") Integer pageNo,
|
||||
@RequestParam(name = "pageSize", defaultValue = "10") Integer pageSize,
|
||||
HttpServletRequest req) {
|
||||
AssertUtils.assertNotEmpty("请先选择知识库", airagKnowledgeDoc.getKnowledgeId());
|
||||
QueryWrapper<AiragKnowledgeDoc> queryWrapper = QueryGenerator.initQueryWrapper(airagKnowledgeDoc, req.getParameterMap());
|
||||
Page<AiragKnowledgeDoc> page = new Page<>(pageNo, pageSize);
|
||||
IPage<AiragKnowledgeDoc> pageList = airagKnowledgeDocService.page(page, queryWrapper);
|
||||
return Result.OK(pageList);
|
||||
}
|
||||
|
||||
/**
|
||||
* 新增或编辑文档
|
||||
*
|
||||
* @param airagKnowledgeDoc 知识库文档
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 15:47
|
||||
*/
|
||||
@PostMapping(value = "/doc/edit")
|
||||
public Result<?> addDocument(@RequestBody AiragKnowledgeDoc airagKnowledgeDoc) {
|
||||
return airagKnowledgeDocService.editDocument(airagKnowledgeDoc);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 从压缩包导入文档
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/20 11:29
|
||||
*/
|
||||
@PostMapping(value = "/doc/import/zip")
|
||||
public Result<?> importDocumentFromZip(@RequestParam(name = "knowId", required = true) String knowId,
|
||||
@RequestParam(name = "file", required = true) MultipartFile file) {
|
||||
return airagKnowledgeDocService.importDocumentFromZip(knowId,file);
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过文档库查询导入任务列表
|
||||
* @param knowId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/20 11:37
|
||||
*/
|
||||
@GetMapping(value = "/doc/import/task/list")
|
||||
public Result<?> importDocumentTaskList(@RequestParam(name = "knowId", required = true) String knowId) {
|
||||
return Result.OK(Collections.emptyList());
|
||||
}
|
||||
|
||||
/**
|
||||
* 重新向量化文档
|
||||
*
|
||||
* @param docIds 文档id集合
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 15:47
|
||||
*/
|
||||
@PutMapping(value = "/doc/rebuild")
|
||||
public Result<?> rebuildDocument(@RequestParam("docIds") String docIds) {
|
||||
return airagKnowledgeDocService.rebuildDocument(docIds);
|
||||
}
|
||||
|
||||
/**
|
||||
* 批量删除文档
|
||||
*
|
||||
* @param ids
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@Transactional(rollbackFor = Exception.class)
|
||||
@DeleteMapping(value = "/doc/deleteBatch")
|
||||
public Result<String> deleteDocumentBatch(@RequestParam(name = "ids", required = true) String ids) {
|
||||
List<String> idsList = Arrays.asList(ids.split(","));
|
||||
airagKnowledgeDocService.removeDocByIds(idsList);
|
||||
return Result.OK("批量删除成功!");
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 命中测试
|
||||
*
|
||||
* @param knowId 知识库id
|
||||
* @param queryText 查询内容
|
||||
* @param topNumber 最多返回条数
|
||||
* @param similarity 最小分数
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@GetMapping(value = "/embedding/hitTest/{knowId}")
|
||||
public Result<?> hitTest(@PathVariable("knowId") String knowId,
|
||||
@RequestParam(name = "queryText") String queryText,
|
||||
@RequestParam(name = "topNumber") Integer topNumber,
|
||||
@RequestParam(name = "similarity") Double similarity) {
|
||||
List<Map<String, Object>> searchResp = embeddingHandler.searchEmbedding(knowId, queryText, topNumber, similarity);
|
||||
return Result.ok(searchResp);
|
||||
}
|
||||
|
||||
/**
|
||||
* 向量查询
|
||||
*
|
||||
* @param knowIds 知识库ids
|
||||
* @param queryText 查询内容
|
||||
* @param topNumber 最多返回条数
|
||||
* @param similarity 最小分数
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 17:09
|
||||
*/
|
||||
@GetMapping(value = "/embedding/search")
|
||||
public Result<?> embeddingSearch(@RequestParam("knowIds") List<String> knowIds,
|
||||
@RequestParam(name = "queryText") String queryText,
|
||||
@RequestParam(name = "topNumber", required = false) Integer topNumber,
|
||||
@RequestParam(name = "similarity", required = false) Double similarity) {
|
||||
KnowledgeSearchResult searchResp = embeddingHandler.embeddingSearch(knowIds, queryText, topNumber, similarity);
|
||||
return Result.ok(searchResp);
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过ids批量查询知识库
|
||||
*
|
||||
* @param ids
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/27 16:44
|
||||
*/
|
||||
@GetMapping(value = "/query/batch/byId")
|
||||
public Result<?> queryBatchByIds(@RequestParam(name = "ids", required = true) String ids) {
|
||||
List<String> idList = Arrays.asList(ids.split(","));
|
||||
List<AiragKnowledge> airagKnowledges = airagKnowledgeService.listByIds(idList);
|
||||
return Result.OK(airagKnowledges);
|
||||
}
|
||||
|
||||
}
|
||||
@ -1,139 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.controller;
|
||||
|
||||
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
|
||||
import com.baomidou.mybatisplus.core.metadata.IPage;
|
||||
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
|
||||
import io.swagger.v3.oas.annotations.tags.Tag;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.common.api.vo.Result;
|
||||
import org.jeecg.common.system.base.controller.JeecgController;
|
||||
import org.jeecg.common.system.query.QueryGenerator;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragModel;
|
||||
import org.jeecg.modules.airag.llm.service.IAiragModelService;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.web.bind.annotation.*;
|
||||
import org.springframework.web.servlet.ModelAndView;
|
||||
|
||||
import javax.servlet.http.HttpServletRequest;
|
||||
import javax.servlet.http.HttpServletResponse;
|
||||
import java.util.Arrays;
|
||||
|
||||
/**
|
||||
* @Description: AiRag模型配置
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-14
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@Tag(name = "AiRag模型配置")
|
||||
@RestController
|
||||
@RequestMapping("/airag/airagModel")
|
||||
@Slf4j
|
||||
public class AiragModelController extends JeecgController<AiragModel, IAiragModelService> {
|
||||
@Autowired
|
||||
private IAiragModelService airagModelService;
|
||||
|
||||
|
||||
/**
|
||||
* 分页列表查询
|
||||
*
|
||||
* @param airagModel
|
||||
* @param pageNo
|
||||
* @param pageSize
|
||||
* @param req
|
||||
* @return
|
||||
*/
|
||||
@GetMapping(value = "/list")
|
||||
public Result<IPage<AiragModel>> queryPageList(AiragModel airagModel, @RequestParam(name = "pageNo", defaultValue = "1") Integer pageNo, @RequestParam(name = "pageSize", defaultValue = "10") Integer pageSize, HttpServletRequest req) {
|
||||
QueryWrapper<AiragModel> queryWrapper = QueryGenerator.initQueryWrapper(airagModel, req.getParameterMap());
|
||||
Page<AiragModel> page = new Page<AiragModel>(pageNo, pageSize);
|
||||
IPage<AiragModel> pageList = airagModelService.page(page, queryWrapper);
|
||||
return Result.OK(pageList);
|
||||
}
|
||||
|
||||
/**
|
||||
* 添加
|
||||
*
|
||||
* @param airagModel
|
||||
* @return
|
||||
*/
|
||||
@PostMapping(value = "/add")
|
||||
public Result<String> add(@RequestBody AiragModel airagModel) {
|
||||
airagModelService.save(airagModel);
|
||||
return Result.OK("添加成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 编辑
|
||||
*
|
||||
* @param airagModel
|
||||
* @return
|
||||
*/
|
||||
@RequestMapping(value = "/edit", method = {RequestMethod.PUT, RequestMethod.POST})
|
||||
public Result<String> edit(@RequestBody AiragModel airagModel) {
|
||||
airagModelService.updateById(airagModel);
|
||||
return Result.OK("编辑成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过id删除
|
||||
*
|
||||
* @param id
|
||||
* @return
|
||||
*/
|
||||
@DeleteMapping(value = "/delete")
|
||||
public Result<String> delete(@RequestParam(name = "id", required = true) String id) {
|
||||
airagModelService.removeById(id);
|
||||
return Result.OK("删除成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 批量删除
|
||||
*
|
||||
* @param ids
|
||||
* @return
|
||||
*/
|
||||
@DeleteMapping(value = "/deleteBatch")
|
||||
public Result<String> deleteBatch(@RequestParam(name = "ids", required = true) String ids) {
|
||||
this.airagModelService.removeByIds(Arrays.asList(ids.split(",")));
|
||||
return Result.OK("批量删除成功!");
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过id查询
|
||||
*
|
||||
* @param id
|
||||
* @return
|
||||
*/
|
||||
@GetMapping(value = "/queryById")
|
||||
public Result<AiragModel> queryById(@RequestParam(name = "id", required = true) String id) {
|
||||
AiragModel airagModel = airagModelService.getById(id);
|
||||
if (airagModel == null) {
|
||||
return Result.error("未找到对应数据");
|
||||
}
|
||||
return Result.OK(airagModel);
|
||||
}
|
||||
|
||||
/**
|
||||
* 导出excel
|
||||
*
|
||||
* @param request
|
||||
* @param airagModel
|
||||
*/
|
||||
@RequestMapping(value = "/exportXls")
|
||||
public ModelAndView exportXls(HttpServletRequest request, AiragModel airagModel) {
|
||||
return super.exportXls(request, airagModel, AiragModel.class, "AiRag模型配置");
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过excel导入数据
|
||||
*
|
||||
* @param request
|
||||
* @param response
|
||||
* @return
|
||||
*/
|
||||
@RequestMapping(value = "/importExcel", method = RequestMethod.POST)
|
||||
public Result<?> importExcel(HttpServletRequest request, HttpServletResponse response) {
|
||||
return super.importExcel(request, response, AiragModel.class);
|
||||
}
|
||||
|
||||
}
|
||||
@ -1,274 +0,0 @@
|
||||
//
|
||||
// Source code recreated from a .class file by IntelliJ IDEA
|
||||
// (powered by FernFlower decompiler)
|
||||
//
|
||||
|
||||
package org.jeecg.modules.airag.llm.document;
|
||||
|
||||
import dev.langchain4j.data.document.BlankDocumentException;
|
||||
import dev.langchain4j.data.document.Document;
|
||||
import dev.langchain4j.internal.Utils;
|
||||
import org.apache.commons.io.FilenameUtils;
|
||||
import org.apache.poi.hslf.usermodel.HSLFTextParagraph;
|
||||
import org.apache.poi.hwpf.HWPFDocument;
|
||||
import org.apache.poi.hwpf.extractor.WordExtractor;
|
||||
import org.apache.poi.ss.usermodel.*;
|
||||
import org.apache.poi.xslf.usermodel.XMLSlideShow;
|
||||
import org.apache.poi.xslf.usermodel.XSLFSlide;
|
||||
import org.apache.poi.xslf.usermodel.XSLFTextShape;
|
||||
import org.apache.poi.xwpf.usermodel.XWPFDocument;
|
||||
import org.apache.poi.xwpf.usermodel.XWPFParagraph;
|
||||
import org.apache.tika.Tika;
|
||||
import org.apache.tika.exception.ZeroByteFileException;
|
||||
import org.apache.tika.metadata.Metadata;
|
||||
import org.apache.tika.parser.AutoDetectParser;
|
||||
import org.apache.tika.parser.ParseContext;
|
||||
import org.apache.tika.parser.Parser;
|
||||
import org.apache.tika.sax.BodyContentHandler;
|
||||
import org.jeecg.common.util.AssertUtils;
|
||||
import org.xml.sax.ContentHandler;
|
||||
|
||||
import java.io.*;
|
||||
import java.nio.file.Files;
|
||||
import java.util.List;
|
||||
import java.util.function.Supplier;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
/**
|
||||
* tika文档解析器,重写langchain4j的TikaDocumentParser <br/>
|
||||
* jeecgboot目前不支持poi5.x,所以langchain4j同的方法不能用,自己实现
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 16:19
|
||||
*/
|
||||
public class TikaDocumentParser {
|
||||
private static final Tika tika = new Tika();
|
||||
private static final int NO_WRITE_LIMIT = -1;
|
||||
public static final Supplier<Parser> DEFAULT_PARSER_SUPPLIER = AutoDetectParser::new;
|
||||
public static final Supplier<Metadata> DEFAULT_METADATA_SUPPLIER = Metadata::new;
|
||||
public static final Supplier<ParseContext> DEFAULT_PARSE_CONTEXT_SUPPLIER = ParseContext::new;
|
||||
public static final Supplier<ContentHandler> DEFAULT_CONTENT_HANDLER_SUPPLIER = () -> new BodyContentHandler(-1);
|
||||
private final Supplier<Parser> parserSupplier;
|
||||
private final Supplier<ContentHandler> contentHandlerSupplier;
|
||||
private final Supplier<Metadata> metadataSupplier;
|
||||
private final Supplier<ParseContext> parseContextSupplier;
|
||||
|
||||
public TikaDocumentParser() {
|
||||
this((Supplier) ((Supplier) null), (Supplier) null, (Supplier) null, (Supplier) null);
|
||||
}
|
||||
|
||||
|
||||
public TikaDocumentParser(Supplier<Parser> parserSupplier, Supplier<ContentHandler> contentHandlerSupplier, Supplier<Metadata> metadataSupplier, Supplier<ParseContext> parseContextSupplier) {
|
||||
this.parserSupplier = (Supplier) Utils.getOrDefault(parserSupplier, () -> DEFAULT_PARSER_SUPPLIER);
|
||||
this.contentHandlerSupplier = (Supplier) Utils.getOrDefault(contentHandlerSupplier, () -> DEFAULT_CONTENT_HANDLER_SUPPLIER);
|
||||
this.metadataSupplier = (Supplier) Utils.getOrDefault(metadataSupplier, () -> DEFAULT_METADATA_SUPPLIER);
|
||||
this.parseContextSupplier = (Supplier) Utils.getOrDefault(parseContextSupplier, () -> DEFAULT_PARSE_CONTEXT_SUPPLIER);
|
||||
}
|
||||
|
||||
public Document parse(File file) {
|
||||
AssertUtils.assertNotEmpty("请选择文件", file);
|
||||
try {
|
||||
// 用于解析
|
||||
InputStream isForParsing = Files.newInputStream(file.toPath());
|
||||
// 使用 Tika 自动检测 MIME 类型
|
||||
String fileName = file.getName().toLowerCase();
|
||||
if (fileName.endsWith(".txt")
|
||||
|| fileName.endsWith(".md")
|
||||
|| fileName.endsWith(".pdf")) {
|
||||
return extractByTika(isForParsing);
|
||||
} else if (fileName.endsWith(".docx")) {
|
||||
return extractTextFromDocx(isForParsing);
|
||||
} else if (fileName.endsWith(".doc")) {
|
||||
return extractTextFromDoc(isForParsing);
|
||||
} else if (fileName.endsWith(".xlsx")) {
|
||||
return extractTextFromExcel(isForParsing);
|
||||
} else if (fileName.endsWith(".xls")) {
|
||||
return extractTextFromExcel(isForParsing);
|
||||
} else if (fileName.endsWith(".pptx")) {
|
||||
return extractTextFromPptx(isForParsing);
|
||||
} else if (fileName.endsWith(".ppt")) {
|
||||
return extractTextFromPpt(isForParsing);
|
||||
} else {
|
||||
throw new IllegalArgumentException("不支持的文件格式: " + FilenameUtils.getExtension(fileName));
|
||||
}
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
|
||||
private static Document tryExtractDocOrDocx(InputStream inputStream) throws IOException {
|
||||
try {
|
||||
// 先尝试 DOCX(基于 OPC XML 格式)
|
||||
return extractTextFromDocx(inputStream);
|
||||
} catch (Exception e1) {
|
||||
try {
|
||||
// 如果 DOCX 解析失败,则尝试 DOC(基于二进制格式)
|
||||
return extractTextFromDoc(inputStream);
|
||||
} catch (Exception e2) {
|
||||
throw new IOException("无法解析 DOC 或 DOCX 文件", e2);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 使用tika提取文件内容 <br/>
|
||||
* pdf/text/md等文件使用tika提取
|
||||
*
|
||||
* @param inputStream
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 14:41
|
||||
*/
|
||||
private Document extractByTika(InputStream inputStream) {
|
||||
try {
|
||||
Parser parser = (Parser) this.parserSupplier.get();
|
||||
ContentHandler contentHandler = (ContentHandler) this.contentHandlerSupplier.get();
|
||||
Metadata metadata = (Metadata) this.metadataSupplier.get();
|
||||
ParseContext parseContext = (ParseContext) this.parseContextSupplier.get();
|
||||
parser.parse(inputStream, contentHandler, metadata, parseContext);
|
||||
String text = contentHandler.toString();
|
||||
if (Utils.isNullOrBlank(text)) {
|
||||
throw new BlankDocumentException();
|
||||
} else {
|
||||
return Document.from(text);
|
||||
}
|
||||
} catch (BlankDocumentException e) {
|
||||
throw e;
|
||||
} catch (ZeroByteFileException var8) {
|
||||
throw new BlankDocumentException();
|
||||
} catch (Exception e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 提取docx文件内容
|
||||
*
|
||||
* @param inputStream
|
||||
* @return
|
||||
* @throws IOException
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 14:42
|
||||
* @deprecated 因为jeecg主项目目前不支持poi5.x, 自己实现提取功能.
|
||||
*/
|
||||
@Deprecated
|
||||
private static Document extractTextFromDocx(InputStream inputStream) throws IOException {
|
||||
try (XWPFDocument document = new XWPFDocument(inputStream)) {
|
||||
StringBuilder text = new StringBuilder();
|
||||
for (XWPFParagraph para : document.getParagraphs()) {
|
||||
text.append(para.getText()).append("\n");
|
||||
}
|
||||
return Document.from(text.toString());
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 提取doc文件内容
|
||||
*
|
||||
* @param inputStream
|
||||
* @return
|
||||
* @throws IOException
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 14:42
|
||||
* @deprecated 因为jeecg主项目目前不支持poi5.x, 自己实现提取功能.
|
||||
*/
|
||||
@Deprecated
|
||||
private static Document extractTextFromDoc(InputStream inputStream) throws IOException {
|
||||
try (HWPFDocument document = new HWPFDocument(inputStream);
|
||||
WordExtractor extractor = new WordExtractor(document)) {
|
||||
return Document.from(extractor.getText());
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 提取excel文件内容
|
||||
*
|
||||
* @param inputStream
|
||||
* @return
|
||||
* @throws IOException
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 14:43
|
||||
* @deprecated 因为jeecg主项目目前不支持poi5.x, 自己实现提取功能.
|
||||
*/
|
||||
@Deprecated
|
||||
private static Document extractTextFromExcel(InputStream inputStream) throws IOException {
|
||||
try (Workbook workbook = WorkbookFactory.create(inputStream)) {
|
||||
StringBuilder text = new StringBuilder();
|
||||
for (Sheet sheet : workbook) {
|
||||
text.append("Sheet: ").append(sheet.getSheetName()).append("\n");
|
||||
for (Row row : sheet) {
|
||||
for (Cell cell : row) {
|
||||
text.append(cell.toString()).append("\t");
|
||||
}
|
||||
text.append("\n");
|
||||
}
|
||||
text.append("\n");
|
||||
}
|
||||
return Document.from(text.toString());
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 提取pptx文件内容
|
||||
*
|
||||
* @param inputStream
|
||||
* @return
|
||||
* @throws IOException
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 14:43
|
||||
* @deprecated 因为jeecg主项目目前不支持poi5.x, 自己实现提取功能.
|
||||
*/
|
||||
@Deprecated
|
||||
private static Document extractTextFromPptx(InputStream inputStream) throws IOException {
|
||||
try (XMLSlideShow ppt = new XMLSlideShow(inputStream)) {
|
||||
StringBuilder text = new StringBuilder();
|
||||
for (XSLFSlide slide : ppt.getSlides()) {
|
||||
text.append("Slide ").append(slide.getSlideNumber()).append(":\n");
|
||||
List<XSLFTextShape> shapes = slide.getShapes().stream()
|
||||
.filter(s -> s instanceof XSLFTextShape)
|
||||
.map(s -> (XSLFTextShape) s)
|
||||
.collect(Collectors.toList());
|
||||
for (XSLFTextShape shape : shapes) {
|
||||
text.append(shape.getText()).append("\n");
|
||||
}
|
||||
text.append("\n");
|
||||
}
|
||||
return Document.from(text.toString());
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 提取ppt文件内容
|
||||
*
|
||||
* @param inputStream
|
||||
* @return
|
||||
* @throws IOException
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 14:43
|
||||
* @deprecated 因为jeecg主项目目前不支持poi5.x, 自己实现提取功能.
|
||||
*/
|
||||
@Deprecated
|
||||
private static Document extractTextFromPpt(InputStream inputStream) throws IOException {
|
||||
try (org.apache.poi.hslf.usermodel.HSLFSlideShow ppt = new org.apache.poi.hslf.usermodel.HSLFSlideShow(inputStream)) {
|
||||
StringBuilder text = new StringBuilder();
|
||||
for (org.apache.poi.hslf.usermodel.HSLFSlide slide : ppt.getSlides()) {
|
||||
text.append("Slide ").append(slide.getSlideNumber()).append(":\n");
|
||||
for (List<HSLFTextParagraph> shapes : slide.getTextParagraphs()) {
|
||||
text.append(HSLFTextParagraph.getText(shapes)).append("\n");
|
||||
}
|
||||
text.append("\n");
|
||||
}
|
||||
return Document.from(text.toString());
|
||||
}
|
||||
}
|
||||
|
||||
private static byte[] toByteArray(InputStream inputStream) throws IOException {
|
||||
ByteArrayOutputStream buffer = new ByteArrayOutputStream();
|
||||
byte[] data = new byte[1024];
|
||||
int nRead;
|
||||
while ((nRead = inputStream.read(data, 0, data.length)) != -1) {
|
||||
buffer.write(data, 0, nRead);
|
||||
}
|
||||
return buffer.toByteArray();
|
||||
}
|
||||
|
||||
}
|
||||
@ -1,104 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.entity;
|
||||
|
||||
import com.baomidou.mybatisplus.annotation.IdType;
|
||||
import com.baomidou.mybatisplus.annotation.TableId;
|
||||
import com.baomidou.mybatisplus.annotation.TableName;
|
||||
import com.fasterxml.jackson.annotation.JsonFormat;
|
||||
|
||||
import io.swagger.v3.oas.annotations.media.Schema;
|
||||
import lombok.Data;
|
||||
import org.jeecg.common.aspect.annotation.Dict;
|
||||
import org.jeecgframework.poi.excel.annotation.Excel;
|
||||
import org.springframework.format.annotation.DateTimeFormat;
|
||||
|
||||
import java.io.Serializable;
|
||||
|
||||
/**
|
||||
* @Description: AIRag知识库
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-18
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@Schema(description="AIRag知识库")
|
||||
@Data
|
||||
@TableName("airag_knowledge")
|
||||
public class AiragKnowledge implements Serializable {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
/**
|
||||
* 主键
|
||||
*/
|
||||
@TableId(type = IdType.ASSIGN_ID)
|
||||
@Schema(description = "主键")
|
||||
private String id;
|
||||
|
||||
/**
|
||||
* 创建人
|
||||
*/
|
||||
@Schema(description = "创建人")
|
||||
private String createBy;
|
||||
|
||||
/**
|
||||
* 创建日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "创建日期")
|
||||
private java.util.Date createTime;
|
||||
|
||||
/**
|
||||
* 更新人
|
||||
*/
|
||||
@Schema(description = "更新人")
|
||||
private String updateBy;
|
||||
|
||||
/**
|
||||
* 更新日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "更新日期")
|
||||
private java.util.Date updateTime;
|
||||
|
||||
/**
|
||||
* 所属部门
|
||||
*/
|
||||
@Schema(description = "所属部门")
|
||||
private String sysOrgCode;
|
||||
|
||||
/**
|
||||
* 租户id
|
||||
*/
|
||||
@Excel(name = "租户id", width = 15)
|
||||
@Schema(description = "租户id")
|
||||
private String tenantId;
|
||||
|
||||
/**
|
||||
* 知识库名称
|
||||
*/
|
||||
@Excel(name = "知识库名称", width = 15)
|
||||
@Schema(description = "知识库名称")
|
||||
private String name;
|
||||
|
||||
/**
|
||||
* 向量模型id
|
||||
*/
|
||||
@Excel(name = "向量模型id", width = 15, dictTable = "airag_model where model_type = 'EMBED'", dicText = "name", dicCode = "id")
|
||||
@Dict(dictTable = "airag_model where model_type = 'EMBED'", dicText = "name", dicCode = "id")
|
||||
@Schema(description = "向量模型id")
|
||||
private String embedId;
|
||||
|
||||
/**
|
||||
* 描述
|
||||
*/
|
||||
@Excel(name = "描述", width = 15)
|
||||
@Schema(description = "描述")
|
||||
private String descr;
|
||||
|
||||
/**
|
||||
* 状态
|
||||
*/
|
||||
@Excel(name = "状态", width = 15)
|
||||
@Schema(description = "状态")
|
||||
private String status;
|
||||
}
|
||||
@ -1,127 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.entity;
|
||||
|
||||
import java.io.Serializable;
|
||||
|
||||
import com.baomidou.mybatisplus.annotation.*;
|
||||
import org.jeecg.common.constant.ProvinceCityArea;
|
||||
import org.jeecg.common.util.SpringContextUtils;
|
||||
import lombok.Data;
|
||||
import com.fasterxml.jackson.annotation.JsonFormat;
|
||||
import org.springframework.format.annotation.DateTimeFormat;
|
||||
import org.jeecgframework.poi.excel.annotation.Excel;
|
||||
|
||||
import java.util.Date;
|
||||
|
||||
|
||||
import io.swagger.v3.oas.annotations.media.Schema;
|
||||
|
||||
import java.io.UnsupportedEncodingException;
|
||||
|
||||
/**
|
||||
* @Description: airag知识库文档
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-18
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@Schema(description="airag知识库文档")
|
||||
@Data
|
||||
@TableName("airag_knowledge_doc")
|
||||
public class AiragKnowledgeDoc implements Serializable {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
/**
|
||||
* 主键
|
||||
*/
|
||||
@TableId(type = IdType.ASSIGN_ID)
|
||||
@Schema(description = "主键")
|
||||
private String id;
|
||||
|
||||
/**
|
||||
* 创建人
|
||||
*/
|
||||
@Schema(description = "创建人")
|
||||
private String createBy;
|
||||
|
||||
/**
|
||||
* 创建日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "创建日期")
|
||||
private Date createTime;
|
||||
|
||||
/**
|
||||
* 更新人
|
||||
*/
|
||||
@Schema(description = "更新人")
|
||||
private String updateBy;
|
||||
|
||||
/**
|
||||
* 更新日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "更新日期")
|
||||
private Date updateTime;
|
||||
|
||||
/**
|
||||
* 所属部门
|
||||
*/
|
||||
@Schema(description = "所属部门")
|
||||
private String sysOrgCode;
|
||||
|
||||
/**
|
||||
* 租户id
|
||||
*/
|
||||
@Excel(name = "租户id", width = 15)
|
||||
@Schema(description = "租户id")
|
||||
private String tenantId;
|
||||
|
||||
/**
|
||||
* 知识库id
|
||||
*/
|
||||
@Schema(description = "知识库id")
|
||||
private String knowledgeId;
|
||||
|
||||
/**
|
||||
* 标题
|
||||
*/
|
||||
@Excel(name = "标题", width = 15)
|
||||
@Schema(description = "标题")
|
||||
private String title;
|
||||
|
||||
/**
|
||||
* 类型
|
||||
*/
|
||||
@Excel(name = "类型", width = 15, dicCode = "know_doc_type")
|
||||
@Schema(description = "类型")
|
||||
private String type;
|
||||
|
||||
/**
|
||||
* 内容
|
||||
*/
|
||||
@Excel(name = "内容", width = 15)
|
||||
@Schema(description = "内容")
|
||||
private String content;
|
||||
|
||||
/**
|
||||
* 元数据,存储上传文件的存储目录以及网站站点 <br/>
|
||||
* eg. {"filePath":"https://xxxxxx","website":"http://hellp.jeecg.com"}
|
||||
*/
|
||||
@Excel(name = "元数据", width = 15)
|
||||
@Schema(description = "元数据")
|
||||
private String metadata;
|
||||
|
||||
/**
|
||||
* 状态
|
||||
*/
|
||||
@Excel(name = "状态", width = 15)
|
||||
@Schema(description = "状态")
|
||||
private String status;
|
||||
|
||||
/**
|
||||
* 服务器基础路径
|
||||
*/
|
||||
@TableField(exist = false)
|
||||
private String baseUrl;
|
||||
}
|
||||
@ -1,123 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.entity;
|
||||
|
||||
import java.io.Serializable;
|
||||
import java.io.UnsupportedEncodingException;
|
||||
import java.util.Date;
|
||||
import java.math.BigDecimal;
|
||||
|
||||
import com.baomidou.mybatisplus.annotation.IdType;
|
||||
import com.baomidou.mybatisplus.annotation.TableId;
|
||||
import com.baomidou.mybatisplus.annotation.TableName;
|
||||
import com.baomidou.mybatisplus.annotation.TableLogic;
|
||||
import org.jeecg.common.constant.ProvinceCityArea;
|
||||
import org.jeecg.common.util.SpringContextUtils;
|
||||
import lombok.Data;
|
||||
import com.fasterxml.jackson.annotation.JsonFormat;
|
||||
import org.springframework.format.annotation.DateTimeFormat;
|
||||
import org.jeecgframework.poi.excel.annotation.Excel;
|
||||
import org.jeecg.common.aspect.annotation.Dict;
|
||||
|
||||
import io.swagger.v3.oas.annotations.media.Schema;
|
||||
import lombok.EqualsAndHashCode;
|
||||
import lombok.experimental.Accessors;
|
||||
|
||||
/**
|
||||
* @Description: AiRag模型配置
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-17
|
||||
* @Version: V1.0
|
||||
*/
|
||||
@Data
|
||||
@TableName("airag_model")
|
||||
@Accessors(chain = true)
|
||||
@EqualsAndHashCode(callSuper = false)
|
||||
@Schema(description="AiRag模型配置")
|
||||
public class AiragModel implements Serializable {
|
||||
private static final long serialVersionUID = 1L;
|
||||
|
||||
/**
|
||||
* 主键
|
||||
*/
|
||||
@TableId(type = IdType.ASSIGN_ID)
|
||||
@Schema(description = "主键")
|
||||
private String id;
|
||||
/**
|
||||
* 创建人
|
||||
*/
|
||||
@Schema(description = "创建人")
|
||||
private String createBy;
|
||||
/**
|
||||
* 创建日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "创建日期")
|
||||
private Date createTime;
|
||||
/**
|
||||
* 更新人
|
||||
*/
|
||||
@Schema(description = "更新人")
|
||||
private String updateBy;
|
||||
/**
|
||||
* 更新日期
|
||||
*/
|
||||
@JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@DateTimeFormat(pattern = "yyyy-MM-dd HH:mm:ss")
|
||||
@Schema(description = "更新日期")
|
||||
private Date updateTime;
|
||||
/**
|
||||
* 所属部门
|
||||
*/
|
||||
@Schema(description = "所属部门")
|
||||
private String sysOrgCode;
|
||||
/**
|
||||
* 租户id
|
||||
*/
|
||||
@Excel(name = "租户id", width = 15)
|
||||
@Schema(description = "租户id")
|
||||
private String tenantId;
|
||||
/**
|
||||
* 名称
|
||||
*/
|
||||
@Excel(name = "名称", width = 15)
|
||||
@Schema(description = "名称")
|
||||
private String name;
|
||||
/**
|
||||
* 供应者
|
||||
*/
|
||||
@Excel(name = "供应者", width = 15, dicCode = "model_provider")
|
||||
@Dict(dicCode = "model_provider")
|
||||
@Schema(description = "供应者")
|
||||
private String provider;
|
||||
/**
|
||||
* 模型类型
|
||||
*/
|
||||
@Excel(name = "模型类型", width = 15, dicCode = "model_type")
|
||||
@Dict(dicCode = "model_type")
|
||||
@Schema(description = "模型类型")
|
||||
private String modelType;
|
||||
/**
|
||||
* 模型名称
|
||||
*/
|
||||
@Excel(name = "模型名称", width = 15)
|
||||
@Schema(description = "模型名称")
|
||||
private String modelName;
|
||||
/**
|
||||
* API域名
|
||||
*/
|
||||
@Excel(name = "API域名", width = 15)
|
||||
@Schema(description = "API域名")
|
||||
private String baseUrl;
|
||||
/**
|
||||
* 凭证信息
|
||||
*/
|
||||
@Excel(name = "凭证信息", width = 15)
|
||||
@Schema(description = "凭证信息")
|
||||
private String credential;
|
||||
/**
|
||||
* 模型参数
|
||||
*/
|
||||
@Excel(name = "模型参数", width = 15)
|
||||
@Schema(description = "模型参数")
|
||||
private String modelParams;
|
||||
}
|
||||
@ -1,286 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.handler;
|
||||
|
||||
import com.alibaba.fastjson.JSONObject;
|
||||
import dev.langchain4j.data.message.*;
|
||||
import dev.langchain4j.rag.query.router.QueryRouter;
|
||||
import dev.langchain4j.service.TokenStream;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.jeecg.ai.handler.LLMHandler;
|
||||
import org.jeecg.common.util.AssertUtils;
|
||||
import org.jeecg.common.util.oConvertUtils;
|
||||
import org.jeecg.modules.airag.common.handler.AIChatParams;
|
||||
import org.jeecg.modules.airag.common.handler.IAIChatHandler;
|
||||
import org.jeecg.modules.airag.llm.consts.LLMConsts;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragModel;
|
||||
import org.jeecg.modules.airag.llm.service.IAiragModelService;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.beans.factory.annotation.Value;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
import java.io.File;
|
||||
import java.io.IOException;
|
||||
import java.nio.file.Files;
|
||||
import java.nio.file.Path;
|
||||
import java.nio.file.Paths;
|
||||
import java.util.ArrayList;
|
||||
import java.util.Base64;
|
||||
import java.util.List;
|
||||
import java.util.regex.Matcher;
|
||||
|
||||
/**
|
||||
* 大模型聊天工具类
|
||||
*
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/2/18 14:31
|
||||
*/
|
||||
@Slf4j
|
||||
@Component
|
||||
public class AIChatHandler implements IAIChatHandler {
|
||||
|
||||
@Autowired
|
||||
IAiragModelService airagModelService;
|
||||
|
||||
@Autowired
|
||||
EmbeddingHandler embeddingHandler;
|
||||
|
||||
@Autowired
|
||||
LLMHandler llmHandler;
|
||||
|
||||
|
||||
@Value(value = "${jeecg.path.upload:}")
|
||||
private String uploadpath;
|
||||
|
||||
/**
|
||||
* 问答
|
||||
*
|
||||
* @param modelId
|
||||
* @param messages
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 21:03
|
||||
*/
|
||||
@Override
|
||||
public String completions(String modelId, List<ChatMessage> messages) {
|
||||
AssertUtils.assertNotEmpty("至少发送一条消息", messages);
|
||||
AssertUtils.assertNotEmpty("请选择模型", modelId);
|
||||
// 整理消息
|
||||
return completions(modelId, messages, null);
|
||||
}
|
||||
|
||||
/**
|
||||
* 问答
|
||||
*
|
||||
* @param modelId
|
||||
* @param messages
|
||||
* @param params
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 21:03
|
||||
*/
|
||||
@Override
|
||||
public String completions(String modelId, List<ChatMessage> messages, AIChatParams params) {
|
||||
AssertUtils.assertNotEmpty("至少发送一条消息", messages);
|
||||
AssertUtils.assertNotEmpty("请选择模型", modelId);
|
||||
|
||||
AiragModel airagModel = airagModelService.getById(modelId);
|
||||
return completions(airagModel, messages, params);
|
||||
}
|
||||
|
||||
/**
|
||||
* 问答
|
||||
*
|
||||
* @param airagModel
|
||||
* @param messages
|
||||
* @param params
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/24 17:30
|
||||
*/
|
||||
private String completions(AiragModel airagModel, List<ChatMessage> messages, AIChatParams params) {
|
||||
params = mergeParams(airagModel, params);
|
||||
String resp = llmHandler.completions(messages, params);
|
||||
if (resp.contains("</think>")
|
||||
&& (null == params.getNoThinking() || params.getNoThinking())) {
|
||||
String[] thinkSplit = resp.split("</think>");
|
||||
resp = thinkSplit[thinkSplit.length - 1];
|
||||
}
|
||||
return resp;
|
||||
}
|
||||
|
||||
/**
|
||||
* 使用默认模型问答
|
||||
*
|
||||
* @param messages
|
||||
* @param params
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/12 15:13
|
||||
*/
|
||||
@Override
|
||||
public String completionsByDefaultModel(List<ChatMessage> messages, AIChatParams params) {
|
||||
return completions(new AiragModel(), messages, params);
|
||||
}
|
||||
|
||||
/**
|
||||
* 聊天(流式)
|
||||
*
|
||||
* @param modelId
|
||||
* @param messages
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/20 21:06
|
||||
*/
|
||||
@Override
|
||||
public TokenStream chat(String modelId, List<ChatMessage> messages) {
|
||||
return chat(modelId, messages, null);
|
||||
}
|
||||
|
||||
/**
|
||||
* 聊天(流式)
|
||||
*
|
||||
* @param modelId
|
||||
* @param messages
|
||||
* @param params
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 21:03
|
||||
*/
|
||||
@Override
|
||||
public TokenStream chat(String modelId, List<ChatMessage> messages, AIChatParams params) {
|
||||
AssertUtils.assertNotEmpty("至少发送一条消息", messages);
|
||||
AssertUtils.assertNotEmpty("请选择模型", modelId);
|
||||
|
||||
AiragModel airagModel = airagModelService.getById(modelId);
|
||||
return chat(airagModel, messages, params);
|
||||
}
|
||||
|
||||
/**
|
||||
* 聊天(流式)
|
||||
*
|
||||
* @param airagModel
|
||||
* @param messages
|
||||
* @param params
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/24 17:29
|
||||
*/
|
||||
private TokenStream chat(AiragModel airagModel, List<ChatMessage> messages, AIChatParams params) {
|
||||
params = mergeParams(airagModel, params);
|
||||
return llmHandler.chat(messages, params);
|
||||
}
|
||||
|
||||
/**
|
||||
* 使用默认模型聊天
|
||||
*
|
||||
* @param messages
|
||||
* @param params
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/12 15:13
|
||||
*/
|
||||
@Override
|
||||
public TokenStream chatByDefaultModel(List<ChatMessage> messages, AIChatParams params) {
|
||||
return chat(new AiragModel(), messages, params);
|
||||
}
|
||||
|
||||
/**
|
||||
* 合并 airagmodel和params,params为准
|
||||
*
|
||||
* @param airagModel
|
||||
* @param params
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/11 17:45
|
||||
*/
|
||||
private AIChatParams mergeParams(AiragModel airagModel, AIChatParams params) {
|
||||
if (null == airagModel) {
|
||||
return params;
|
||||
}
|
||||
if (params == null) {
|
||||
params = new AIChatParams();
|
||||
}
|
||||
|
||||
params.setProvider(airagModel.getProvider());
|
||||
params.setModelName(airagModel.getModelName());
|
||||
params.setBaseUrl(airagModel.getBaseUrl());
|
||||
if (oConvertUtils.isObjectNotEmpty(airagModel.getCredential())) {
|
||||
JSONObject modelCredential = JSONObject.parseObject(airagModel.getCredential());
|
||||
params.setApiKey(oConvertUtils.getString(modelCredential.getString("apiKey"), null));
|
||||
params.setSecretKey(oConvertUtils.getString(modelCredential.getString("secretKey"), null));
|
||||
}
|
||||
if (oConvertUtils.isObjectNotEmpty(airagModel.getModelParams())) {
|
||||
JSONObject modelParams = JSONObject.parseObject(airagModel.getModelParams());
|
||||
if (oConvertUtils.isObjectEmpty(params.getTemperature())) {
|
||||
params.setTemperature(modelParams.getDouble("temperature"));
|
||||
}
|
||||
if (oConvertUtils.isObjectEmpty(params.getTopP())) {
|
||||
params.setTopP(modelParams.getDouble("topP"));
|
||||
}
|
||||
if (oConvertUtils.isObjectEmpty(params.getPresencePenalty())) {
|
||||
params.setPresencePenalty(modelParams.getDouble("presencePenalty"));
|
||||
}
|
||||
if (oConvertUtils.isObjectEmpty(params.getFrequencyPenalty())) {
|
||||
params.setFrequencyPenalty(modelParams.getDouble("frequencyPenalty"));
|
||||
}
|
||||
if (oConvertUtils.isObjectEmpty(params.getMaxTokens())) {
|
||||
params.setMaxTokens(modelParams.getInteger("maxTokens"));
|
||||
}
|
||||
if (oConvertUtils.isObjectEmpty(params.getTimeout())) {
|
||||
params.setMaxTokens(modelParams.getInteger("timeout"));
|
||||
}
|
||||
}
|
||||
|
||||
// RAG
|
||||
List<String> knowIds = params.getKnowIds();
|
||||
if (oConvertUtils.isObjectNotEmpty(knowIds)) {
|
||||
QueryRouter queryRouter = embeddingHandler.getQueryRouter(knowIds, params.getTopNumber(), params.getSimilarity());
|
||||
params.setQueryRouter(queryRouter);
|
||||
}
|
||||
|
||||
return params;
|
||||
}
|
||||
|
||||
@Override
|
||||
public UserMessage buildUserMessage(String content, List<String> images) {
|
||||
AssertUtils.assertNotEmpty("请输入消息内容", content);
|
||||
List<Content> contents = new ArrayList<>();
|
||||
contents.add(TextContent.from(content));
|
||||
if (oConvertUtils.isObjectNotEmpty(images)) {
|
||||
// 获取所有图片,将他们转换为ImageContent
|
||||
List<ImageContent> imageContents = buildImageContents(images);
|
||||
contents.addAll(imageContents);
|
||||
}
|
||||
return UserMessage.from(contents);
|
||||
}
|
||||
|
||||
@Override
|
||||
public List<ImageContent> buildImageContents(List<String> images) {
|
||||
List<ImageContent> imageContents = new ArrayList<>();
|
||||
for (String imageUrl : images) {
|
||||
Matcher matcher = LLMConsts.WEB_PATTERN.matcher(imageUrl);
|
||||
if (matcher.matches()) {
|
||||
// 来源于网络
|
||||
imageContents.add(ImageContent.from(imageUrl));
|
||||
} else {
|
||||
// 本地文件
|
||||
String filePath = uploadpath + File.separator + imageUrl;
|
||||
// 读取文件并转换为 base64 编码字符串
|
||||
try {
|
||||
Path path = Paths.get(filePath);
|
||||
byte[] fileContent = Files.readAllBytes(path);
|
||||
String base64Data = Base64.getEncoder().encodeToString(fileContent);
|
||||
// 获取文件的 MIME 类型
|
||||
String mimeType = Files.probeContentType(path);
|
||||
// 构建 ImageContent 对象
|
||||
imageContents.add(ImageContent.from(base64Data, mimeType));
|
||||
} catch (IOException e) {
|
||||
log.error("读取文件失败: " + filePath, e);
|
||||
throw new RuntimeException("发送消息失败,读取文件异常:" + e.getMessage(), e);
|
||||
}
|
||||
}
|
||||
}
|
||||
return imageContents;
|
||||
}
|
||||
|
||||
|
||||
}
|
||||
@ -1,139 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.handler;
|
||||
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.apache.commons.lang.ArrayUtils;
|
||||
|
||||
import java.io.*;
|
||||
import java.nio.charset.StandardCharsets;
|
||||
import java.util.ArrayList;
|
||||
import java.util.Arrays;
|
||||
import java.util.List;
|
||||
|
||||
/**
|
||||
* @Description: 命令行执行工具类
|
||||
* @Author: chenrui
|
||||
* @Date: 2024/4/8 10:11
|
||||
*/
|
||||
@Slf4j
|
||||
public class CommandExecUtil {
|
||||
|
||||
|
||||
/**
|
||||
* 执行命令行
|
||||
*
|
||||
* @param command
|
||||
* @param args
|
||||
* @return
|
||||
* @throws IOException
|
||||
* @author chenrui
|
||||
* @date 2024/4/9 10:59
|
||||
*/
|
||||
public static String execCommand(String command, String[] args) throws IOException {
|
||||
if (null == command || command.isEmpty()) {
|
||||
throw new IllegalArgumentException("命令不能为空");
|
||||
}
|
||||
return execCommand(command.split(" "), args);
|
||||
}
|
||||
|
||||
/**
|
||||
* 执行命令行
|
||||
*
|
||||
* @param command 脚本目录
|
||||
* @param args 参数
|
||||
* @author chenrui
|
||||
* @date 2024/4/09 10:30
|
||||
*/
|
||||
public static String execCommand(String[] command, String[] args) throws IOException {
|
||||
|
||||
if (null == command || command.length == 0) {
|
||||
throw new IllegalArgumentException("命令不能为空");
|
||||
}
|
||||
|
||||
if (null != args && args.length > 0) {
|
||||
command = (String[]) ArrayUtils.addAll(command, args);
|
||||
}
|
||||
|
||||
// windows系统处理文件夹空格问题
|
||||
if (System.getProperty("os.name").toLowerCase().startsWith("windows")) {
|
||||
List<String> commandNew = new ArrayList<>(command.length + 2);
|
||||
commandNew.addAll(Arrays.asList("cmd.exe", "/c"));
|
||||
for (String tempCommand : command) {
|
||||
if (tempCommand.contains(" ")) {
|
||||
tempCommand = "\"" + tempCommand.replaceAll("\"", "'") + "\"";
|
||||
}
|
||||
commandNew.add(tempCommand);
|
||||
}
|
||||
command = commandNew.toArray(new String[0]);
|
||||
}
|
||||
|
||||
|
||||
Process process = null;
|
||||
try {
|
||||
log.debug(" =============================== Runtime command Script ===============================" );
|
||||
log.debug(String.join(" ", command));
|
||||
log.debug(" =============================== Runtime command Script =============================== " );
|
||||
process = Runtime.getRuntime().exec(command);
|
||||
try (ByteArrayOutputStream resultOutStream = new ByteArrayOutputStream();
|
||||
InputStream processInStream = new BufferedInputStream(process.getInputStream())) {
|
||||
new Thread(new InputStreamRunnable(process.getErrorStream(), "ErrorStream")).start();
|
||||
int num;
|
||||
byte[] bs = new byte[1024];
|
||||
while ((num = processInStream.read(bs)) != -1) {
|
||||
resultOutStream.write(bs, 0, num);
|
||||
String stepMsg = new String(bs);
|
||||
// log.debug("命令行日志:" + stepMsg);
|
||||
if (stepMsg.contains("input any key to continue...")) {
|
||||
process.destroy();
|
||||
}
|
||||
}
|
||||
String result = resultOutStream.toString();
|
||||
log.debug("执行命令完成:" + result);
|
||||
return result;
|
||||
} catch (IOException ex) {
|
||||
throw new RuntimeException(ex);
|
||||
}
|
||||
} catch (IOException e) {
|
||||
log.error(e.getMessage(), e);
|
||||
throw e;
|
||||
} finally {
|
||||
if (process != null) {
|
||||
process.destroy();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* exec 控制台输出获取线程类
|
||||
* 使用单独的线程获取控制台输出,防止输入流阻塞
|
||||
*
|
||||
* @author chenrui
|
||||
* @date 2024/4/09 10:30
|
||||
*/
|
||||
static class InputStreamRunnable implements Runnable {
|
||||
BufferedReader bReader = null;
|
||||
String type = null;
|
||||
|
||||
public InputStreamRunnable(InputStream is, String _type) {
|
||||
try {
|
||||
bReader = new BufferedReader(new InputStreamReader(new BufferedInputStream(is), StandardCharsets.UTF_8));
|
||||
type = _type;
|
||||
} catch (Exception ex) {
|
||||
}
|
||||
}
|
||||
|
||||
@SuppressWarnings("unused")
|
||||
public void run() {
|
||||
String line;
|
||||
int lineNum = 0;
|
||||
|
||||
try {
|
||||
while ((line = bReader.readLine()) != null) {
|
||||
lineNum++;
|
||||
// Thread.sleep(200);
|
||||
}
|
||||
bReader.close();
|
||||
} catch (Exception ignored) {
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -1,582 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.handler;
|
||||
|
||||
import com.alibaba.fastjson.JSONObject;
|
||||
import com.google.common.collect.Lists;
|
||||
import dev.langchain4j.data.document.Document;
|
||||
import dev.langchain4j.data.document.DocumentSplitter;
|
||||
import dev.langchain4j.data.document.Metadata;
|
||||
import dev.langchain4j.data.document.splitter.DocumentSplitters;
|
||||
import dev.langchain4j.data.embedding.Embedding;
|
||||
import dev.langchain4j.data.segment.TextSegment;
|
||||
import dev.langchain4j.model.embedding.EmbeddingModel;
|
||||
import dev.langchain4j.model.openai.OpenAiTokenizer;
|
||||
import dev.langchain4j.rag.content.retriever.ContentRetriever;
|
||||
import dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever;
|
||||
import dev.langchain4j.rag.query.router.DefaultQueryRouter;
|
||||
import dev.langchain4j.rag.query.router.QueryRouter;
|
||||
import dev.langchain4j.store.embedding.EmbeddingMatch;
|
||||
import dev.langchain4j.store.embedding.EmbeddingSearchRequest;
|
||||
import dev.langchain4j.store.embedding.EmbeddingStore;
|
||||
import dev.langchain4j.store.embedding.EmbeddingStoreIngestor;
|
||||
import dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.apache.commons.io.FilenameUtils;
|
||||
import org.apache.tika.parser.AutoDetectParser;
|
||||
import org.jeecg.ai.factory.AiModelFactory;
|
||||
import org.jeecg.ai.factory.AiModelOptions;
|
||||
import org.jeecg.common.exception.JeecgBootException;
|
||||
import org.jeecg.common.util.*;
|
||||
import org.jeecg.modules.airag.common.handler.IEmbeddingHandler;
|
||||
import org.jeecg.modules.airag.common.vo.knowledge.KnowledgeSearchResult;
|
||||
import org.jeecg.modules.airag.llm.config.EmbedStoreConfigBean;
|
||||
import org.jeecg.modules.airag.llm.config.KnowConfigBean;
|
||||
import org.jeecg.modules.airag.llm.consts.LLMConsts;
|
||||
import org.jeecg.modules.airag.llm.document.TikaDocumentParser;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragKnowledge;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragKnowledgeDoc;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragModel;
|
||||
import org.jeecg.modules.airag.llm.service.IAiragKnowledgeService;
|
||||
import org.jeecg.modules.airag.llm.service.IAiragModelService;
|
||||
import org.jetbrains.annotations.NotNull;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.beans.factory.annotation.Value;
|
||||
import org.springframework.context.annotation.Lazy;
|
||||
import org.springframework.stereotype.Component;
|
||||
|
||||
import java.io.File;
|
||||
import java.io.IOException;
|
||||
import java.util.*;
|
||||
import java.util.concurrent.ConcurrentHashMap;
|
||||
import java.util.regex.Matcher;
|
||||
import java.util.regex.Pattern;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
import static dev.langchain4j.store.embedding.filter.MetadataFilterBuilder.metadataKey;
|
||||
import static org.jeecg.modules.airag.llm.consts.LLMConsts.KNOWLEDGE_DOC_TYPE_FILE;
|
||||
import static org.jeecg.modules.airag.llm.consts.LLMConsts.KNOWLEDGE_DOC_TYPE_WEB;
|
||||
|
||||
/**
|
||||
* 向量工具类
|
||||
*
|
||||
* @Author: chenrui
|
||||
* @Date: 2025/2/18 14:31
|
||||
*/
|
||||
@Slf4j
|
||||
@Component
|
||||
public class EmbeddingHandler implements IEmbeddingHandler {
|
||||
|
||||
@Autowired
|
||||
EmbedStoreConfigBean embedStoreConfigBean;
|
||||
|
||||
@Autowired
|
||||
@Lazy
|
||||
private IAiragModelService airagModelService;
|
||||
|
||||
@Autowired
|
||||
@Lazy
|
||||
private IAiragKnowledgeService airagKnowledgeService;
|
||||
|
||||
@Value(value = "${jeecg.path.upload:}")
|
||||
private String uploadpath;
|
||||
|
||||
@Autowired
|
||||
KnowConfigBean knowConfigBean;
|
||||
|
||||
/**
|
||||
* 默认分段长度
|
||||
*/
|
||||
private static final int DEFAULT_SEGMENT_SIZE = 1000;
|
||||
|
||||
/**
|
||||
* 默认分段重叠长度
|
||||
*/
|
||||
private static final int DEFAULT_OVERLAP_SIZE = 50;
|
||||
|
||||
/**
|
||||
* 向量存储元数据:knowledgeId
|
||||
*/
|
||||
public static final String EMBED_STORE_METADATA_KNOWLEDGEID = "knowledgeId";
|
||||
|
||||
/**
|
||||
* 向量存储元数据:docId
|
||||
*/
|
||||
public static final String EMBED_STORE_METADATA_DOCID = "docId";
|
||||
|
||||
/**
|
||||
* 向量存储元数据:docName
|
||||
*/
|
||||
public static final String EMBED_STORE_METADATA_DOCNAME = "docName";
|
||||
|
||||
/**
|
||||
* 向量存储缓存
|
||||
*/
|
||||
private static final ConcurrentHashMap<String, EmbeddingStore<TextSegment>> EMBED_STORE_CACHE = new ConcurrentHashMap<>();
|
||||
|
||||
/**
|
||||
* 向量化文档
|
||||
*
|
||||
* @param knowId
|
||||
* @param doc
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 11:52
|
||||
*/
|
||||
public Map<String, Object> embeddingDocument(String knowId, AiragKnowledgeDoc doc) {
|
||||
AiragKnowledge airagKnowledge = airagKnowledgeService.getById(knowId);
|
||||
AssertUtils.assertNotEmpty("知识库不存在", airagKnowledge);
|
||||
AssertUtils.assertNotEmpty("请先为知识库配置向量模型库", airagKnowledge.getEmbedId());
|
||||
AssertUtils.assertNotEmpty("文档不能为空", doc);
|
||||
// 读取文档
|
||||
String content = doc.getContent();
|
||||
// 向量化并存储
|
||||
if (oConvertUtils.isEmpty(content)) {
|
||||
switch (doc.getType()) {
|
||||
case KNOWLEDGE_DOC_TYPE_FILE:
|
||||
//解析文件
|
||||
if (knowConfigBean.isEnableMinerU()) {
|
||||
parseFileByMinerU(doc);
|
||||
}
|
||||
content = parseFile(doc);
|
||||
break;
|
||||
case KNOWLEDGE_DOC_TYPE_WEB:
|
||||
// TODO author: chenrui for:读取网站内容 date:2025/2/18
|
||||
break;
|
||||
}
|
||||
}
|
||||
//update-begin---author:chenrui ---date:20250307 for:[QQYUN-11443]【AI】是不是应该把标题也生成到向量库里,标题一般是有意义的------------
|
||||
if (oConvertUtils.isNotEmpty(doc.getTitle())) {
|
||||
content = doc.getTitle() + "\n\n" + content;
|
||||
}
|
||||
//update-end---author:chenrui ---date:20250307 for:[QQYUN-11443]【AI】是不是应该把标题也生成到向量库里,标题一般是有意义的------------
|
||||
|
||||
// 向量化 date:2025/2/18
|
||||
AiragModel model = getEmbedModelData(airagKnowledge.getEmbedId());
|
||||
AiModelOptions modelOp = buildModelOptions(model);
|
||||
EmbeddingModel embeddingModel = AiModelFactory.createEmbeddingModel(modelOp);
|
||||
EmbeddingStore<TextSegment> embeddingStore = getEmbedStore(model);
|
||||
// 删除旧数据
|
||||
embeddingStore.removeAll(metadataKey(EMBED_STORE_METADATA_DOCID).isEqualTo(doc.getId()));
|
||||
// 分段器
|
||||
DocumentSplitter splitter = DocumentSplitters.recursive(DEFAULT_SEGMENT_SIZE, DEFAULT_OVERLAP_SIZE, new OpenAiTokenizer());
|
||||
// 分段并存储
|
||||
EmbeddingStoreIngestor ingestor = EmbeddingStoreIngestor.builder()
|
||||
.documentSplitter(splitter)
|
||||
.embeddingModel(embeddingModel)
|
||||
.embeddingStore(embeddingStore)
|
||||
.build();
|
||||
Metadata metadata = Metadata.metadata(EMBED_STORE_METADATA_DOCID, doc.getId())
|
||||
.put(EMBED_STORE_METADATA_KNOWLEDGEID, doc.getKnowledgeId())
|
||||
.put(EMBED_STORE_METADATA_DOCNAME, FilenameUtils.getName(doc.getTitle()));
|
||||
Document from = Document.from(content, metadata);
|
||||
ingestor.ingest(from);
|
||||
return metadata.toMap();
|
||||
}
|
||||
|
||||
/**
|
||||
* 向量查询(多知识库)
|
||||
*
|
||||
* @param knowIds
|
||||
* @param queryText
|
||||
* @param topNumber
|
||||
* @param similarity
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 16:52
|
||||
*/
|
||||
public KnowledgeSearchResult embeddingSearch(List<String> knowIds, String queryText, Integer topNumber, Double similarity) {
|
||||
AssertUtils.assertNotEmpty("请选择知识库", knowIds);
|
||||
AssertUtils.assertNotEmpty("请填写查询内容", queryText);
|
||||
|
||||
topNumber = oConvertUtils.getInteger(topNumber, 5);
|
||||
|
||||
//命中的文档列表
|
||||
List<Map<String, Object>> documents = new ArrayList<>(16);
|
||||
for (String knowId : knowIds) {
|
||||
List<Map<String, Object>> searchResp = searchEmbedding(knowId, queryText, topNumber, similarity);
|
||||
if (oConvertUtils.isObjectNotEmpty(searchResp)) {
|
||||
documents.addAll(searchResp);
|
||||
}
|
||||
}
|
||||
|
||||
//命中的文档内容
|
||||
StringBuilder data = new StringBuilder();
|
||||
// 对documents按score降序排序并取前topNumber个
|
||||
List<Map<String, Object>> sortedDocuments = documents.stream()
|
||||
.sorted(Comparator.comparingDouble((Map<String, Object> doc) -> (Double) doc.get("score")).reversed())
|
||||
.limit(topNumber)
|
||||
.peek(doc -> data.append(doc.get("content")).append("\n"))
|
||||
.collect(Collectors.toList());
|
||||
|
||||
return new KnowledgeSearchResult(data.toString(), sortedDocuments);
|
||||
}
|
||||
|
||||
/**
|
||||
* 向量查询
|
||||
*
|
||||
* @param knowId
|
||||
* @param queryText
|
||||
* @param topNumber
|
||||
* @param similarity
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 16:52
|
||||
*/
|
||||
public List<Map<String, Object>> searchEmbedding(String knowId, String queryText, Integer topNumber, Double similarity) {
|
||||
AssertUtils.assertNotEmpty("请选择知识库", knowId);
|
||||
AiragKnowledge knowledge = airagKnowledgeService.getById(knowId);
|
||||
AssertUtils.assertNotEmpty("知识库不存在", knowledge);
|
||||
AssertUtils.assertNotEmpty("请填写查询内容", queryText);
|
||||
AiragModel model = getEmbedModelData(knowledge.getEmbedId());
|
||||
|
||||
AiModelOptions modelOp = buildModelOptions(model);
|
||||
EmbeddingModel embeddingModel = AiModelFactory.createEmbeddingModel(modelOp);
|
||||
Embedding queryEmbedding = embeddingModel.embed(queryText).content();
|
||||
|
||||
topNumber = oConvertUtils.getInteger(topNumber, modelOp.getTopNumber());
|
||||
similarity = oConvertUtils.getDou(similarity, modelOp.getSimilarity());
|
||||
EmbeddingSearchRequest embeddingSearchRequest = EmbeddingSearchRequest.builder()
|
||||
.queryEmbedding(queryEmbedding)
|
||||
.maxResults(topNumber)
|
||||
.minScore(similarity)
|
||||
.filter(metadataKey(EMBED_STORE_METADATA_KNOWLEDGEID).isEqualTo(knowId))
|
||||
.build();
|
||||
|
||||
EmbeddingStore<TextSegment> embeddingStore = getEmbedStore(model);
|
||||
List<EmbeddingMatch<TextSegment>> relevant = embeddingStore.search(embeddingSearchRequest).matches();
|
||||
List<Map<String, Object>> result = new ArrayList<>();
|
||||
if (oConvertUtils.isObjectNotEmpty(relevant)) {
|
||||
result = relevant.stream().map(matchRes -> {
|
||||
Map<String, Object> data = new HashMap<>();
|
||||
data.put("score", matchRes.score());
|
||||
data.put("content", matchRes.embedded().text());
|
||||
Metadata metadata = matchRes.embedded().metadata();
|
||||
data.put("chunk", metadata.getInteger("index"));
|
||||
data.put(EMBED_STORE_METADATA_DOCNAME, metadata.getString(EMBED_STORE_METADATA_DOCNAME));
|
||||
return data;
|
||||
}).collect(Collectors.toList());
|
||||
}
|
||||
return result;
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取向量查询路由
|
||||
*
|
||||
* @param knowIds
|
||||
* @param topNumber
|
||||
* @param similarity
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/20 21:03
|
||||
*/
|
||||
public QueryRouter getQueryRouter(List<String> knowIds, Integer topNumber, Double similarity) {
|
||||
AssertUtils.assertNotEmpty("请选择知识库", knowIds);
|
||||
List<ContentRetriever> retrievers = Lists.newArrayList();
|
||||
for (String knowId : knowIds) {
|
||||
if (oConvertUtils.isEmpty(knowId)) {
|
||||
continue;
|
||||
}
|
||||
AiragKnowledge knowledge = airagKnowledgeService.getById(knowId);
|
||||
AssertUtils.assertNotEmpty("知识库不存在", knowledge);
|
||||
AiragModel model = getEmbedModelData(knowledge.getEmbedId());
|
||||
AiModelOptions modelOptions = buildModelOptions(model);
|
||||
EmbeddingModel embeddingModel = AiModelFactory.createEmbeddingModel(modelOptions);
|
||||
|
||||
EmbeddingStore<TextSegment> embeddingStore = getEmbedStore(model);
|
||||
topNumber = oConvertUtils.getInteger(topNumber, 5);
|
||||
similarity = oConvertUtils.getDou(similarity, 0.75);
|
||||
// 构建一个嵌入存储内容检索器,用于从嵌入存储中检索内容
|
||||
EmbeddingStoreContentRetriever contentRetriever = EmbeddingStoreContentRetriever.builder()
|
||||
.embeddingStore(embeddingStore)
|
||||
.embeddingModel(embeddingModel)
|
||||
.maxResults(topNumber)
|
||||
.minScore(similarity)
|
||||
.filter(metadataKey(EMBED_STORE_METADATA_KNOWLEDGEID).isEqualTo(knowId))
|
||||
.build();
|
||||
retrievers.add(contentRetriever);
|
||||
}
|
||||
if (retrievers.isEmpty()) {
|
||||
return null;
|
||||
} else {
|
||||
return new DefaultQueryRouter(retrievers);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 删除向量化文档
|
||||
*
|
||||
* @param knowId
|
||||
* @param modelId
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 19:07
|
||||
*/
|
||||
public void deleteEmbedDocsByKnowId(String knowId, String modelId) {
|
||||
AssertUtils.assertNotEmpty("选择知识库", knowId);
|
||||
AiragModel model = getEmbedModelData(modelId);
|
||||
|
||||
EmbeddingStore<TextSegment> embeddingStore = getEmbedStore(model);
|
||||
// 删除数据
|
||||
embeddingStore.removeAll(metadataKey(EMBED_STORE_METADATA_KNOWLEDGEID).isEqualTo(knowId));
|
||||
}
|
||||
|
||||
/**
|
||||
* 删除向量化文档
|
||||
*
|
||||
* @param docIds
|
||||
* @param modelId
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 19:07
|
||||
*/
|
||||
public void deleteEmbedDocsByDocIds(List<String> docIds, String modelId) {
|
||||
AssertUtils.assertNotEmpty("选择文档", docIds);
|
||||
AiragModel model = getEmbedModelData(modelId);
|
||||
|
||||
EmbeddingStore<TextSegment> embeddingStore = getEmbedStore(model);
|
||||
// 删除数据
|
||||
embeddingStore.removeAll(metadataKey(EMBED_STORE_METADATA_DOCID).isIn(docIds));
|
||||
}
|
||||
|
||||
/**
|
||||
* 查询向量模型数据
|
||||
*
|
||||
* @param modelId
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/20 20:08
|
||||
*/
|
||||
private AiragModel getEmbedModelData(String modelId) {
|
||||
AssertUtils.assertNotEmpty("向量模型不能为空", modelId);
|
||||
AiragModel model = airagModelService.getById(modelId);
|
||||
AssertUtils.assertNotEmpty("向量模型不存在", model);
|
||||
AssertUtils.assertEquals("仅支持向量模型", LLMConsts.MODEL_TYPE_EMBED, model.getModelType());
|
||||
return model;
|
||||
}
|
||||
|
||||
/**
|
||||
* 获取向量存储
|
||||
*
|
||||
* @param model
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/2/18 14:56
|
||||
*/
|
||||
private EmbeddingStore<TextSegment> getEmbedStore(AiragModel model) {
|
||||
AssertUtils.assertNotEmpty("未配置模型", model);
|
||||
String modelId = model.getId();
|
||||
String connectionInfo = embedStoreConfigBean.getHost() + embedStoreConfigBean.getPort() + embedStoreConfigBean.getDatabase();
|
||||
String key = modelId + connectionInfo;
|
||||
if (EMBED_STORE_CACHE.containsKey(key)) {
|
||||
return EMBED_STORE_CACHE.get(key);
|
||||
}
|
||||
|
||||
|
||||
AiModelOptions modelOp = buildModelOptions(model);
|
||||
EmbeddingModel embeddingModel = AiModelFactory.createEmbeddingModel(modelOp);
|
||||
EmbeddingStore<TextSegment> embeddingStore = PgVectorEmbeddingStore.builder()
|
||||
// Connection and table parameters
|
||||
.host(embedStoreConfigBean.getHost())
|
||||
.port(embedStoreConfigBean.getPort())
|
||||
.database(embedStoreConfigBean.getDatabase())
|
||||
.user(embedStoreConfigBean.getUser())
|
||||
.password(embedStoreConfigBean.getPassword())
|
||||
.table(embedStoreConfigBean.getTable())
|
||||
// Embedding dimension
|
||||
// Required: Must match the embedding model’s output dimension
|
||||
.dimension(embeddingModel.dimension())
|
||||
// Indexing and performance options
|
||||
// Enable IVFFlat index
|
||||
.useIndex(true)
|
||||
// Number of lists
|
||||
// for IVFFlat index
|
||||
.indexListSize(100)
|
||||
// Table creation options
|
||||
// Automatically create the table if it doesn’t exist
|
||||
.createTable(true)
|
||||
//Don’t drop the table first (set to true if you want a fresh start)
|
||||
.dropTableFirst(false)
|
||||
.build();
|
||||
EMBED_STORE_CACHE.put(key, embeddingStore);
|
||||
return embeddingStore;
|
||||
}
|
||||
|
||||
/**
|
||||
* 构造ModelOptions
|
||||
*
|
||||
* @param model
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/3/11 17:45
|
||||
*/
|
||||
public static AiModelOptions buildModelOptions(AiragModel model) {
|
||||
AiModelOptions.AiModelOptionsBuilder modelOpBuilder = AiModelOptions.builder()
|
||||
.provider(model.getProvider())
|
||||
.modelName(model.getModelName())
|
||||
.baseUrl(model.getBaseUrl());
|
||||
if (oConvertUtils.isObjectNotEmpty(model.getCredential())) {
|
||||
JSONObject modelCredential = JSONObject.parseObject(model.getCredential());
|
||||
modelOpBuilder.apiKey(oConvertUtils.getString(modelCredential.getString("apiKey"), null));
|
||||
modelOpBuilder.secretKey(oConvertUtils.getString(modelCredential.getString("secretKey"), null));
|
||||
}
|
||||
modelOpBuilder.topNumber(5);
|
||||
modelOpBuilder.similarity(0.75);
|
||||
return modelOpBuilder.build();
|
||||
}
|
||||
|
||||
/**
|
||||
* 解析文件
|
||||
*
|
||||
* @param doc
|
||||
* @author chenrui
|
||||
* @date 2025/3/5 11:31
|
||||
*/
|
||||
private String parseFile(AiragKnowledgeDoc doc) {
|
||||
String metadata = doc.getMetadata();
|
||||
AssertUtils.assertNotEmpty("请先上传文件", metadata);
|
||||
JSONObject metadataJson = JSONObject.parseObject(metadata);
|
||||
if (!metadataJson.containsKey(LLMConsts.KNOWLEDGE_DOC_METADATA_FILEPATH)) {
|
||||
throw new JeecgBootException("请先上传文件");
|
||||
}
|
||||
String filePath = metadataJson.getString(LLMConsts.KNOWLEDGE_DOC_METADATA_FILEPATH);
|
||||
AssertUtils.assertNotEmpty("请先上传文件", filePath);
|
||||
// 网络资源,先下载到临时目录
|
||||
filePath = ensureFile(filePath);
|
||||
// 提取文档内容
|
||||
File docFile = new File(filePath);
|
||||
if (docFile.exists()) {
|
||||
Document document = new TikaDocumentParser(AutoDetectParser::new, null, null, null).parse(docFile);
|
||||
if (null != document) {
|
||||
String content = document.text();
|
||||
// 判断是否md文档
|
||||
String fileType = FilenameUtils.getExtension(docFile.getName());
|
||||
if ("md".contains(fileType)) {
|
||||
// 如果是md文件,查找所有图片语法,如果是本地图片,替换成网络图片
|
||||
String baseUrl = doc.getBaseUrl() + "/sys/common/static/";
|
||||
String sourcePath = metadataJson.getString(LLMConsts.KNOWLEDGE_DOC_METADATA_SOURCES_PATH);
|
||||
if(oConvertUtils.isNotEmpty(sourcePath)) {
|
||||
String escapedPath = uploadpath;
|
||||
if (File.separator.equals("\\")){
|
||||
escapedPath = uploadpath.replace("//", "\\\\");
|
||||
}
|
||||
sourcePath = sourcePath.replaceFirst("^" + escapedPath, "").replace("\\", "/");
|
||||
baseUrl = baseUrl + sourcePath + "/";
|
||||
StringBuffer sb = replaceImageUrl(content, baseUrl);
|
||||
content = sb.toString();
|
||||
}
|
||||
}
|
||||
return content;
|
||||
}
|
||||
}
|
||||
return null;
|
||||
}
|
||||
|
||||
@NotNull
|
||||
private static StringBuffer replaceImageUrl(String content, String baseUrl) {
|
||||
// 正则表达式匹配md文件中的图片语法 
|
||||
String mdImagePattern = "!\\[(.*?)]\\((.*?)(\\s*=\\d+)?\\)";
|
||||
Pattern pattern = Pattern.compile(mdImagePattern);
|
||||
Matcher matcher = pattern.matcher(content);
|
||||
|
||||
StringBuffer sb = new StringBuffer();
|
||||
while (matcher.find()) {
|
||||
String imageUrl = matcher.group(2);
|
||||
// 检查是否是本地图片路径
|
||||
if (!imageUrl.startsWith("http")) {
|
||||
// 替换成网络图片路径
|
||||
String networkImageUrl = baseUrl + imageUrl;
|
||||
matcher.appendReplacement(sb, "");
|
||||
} else {
|
||||
matcher.appendReplacement(sb, "");
|
||||
}
|
||||
}
|
||||
matcher.appendTail(sb);
|
||||
return sb;
|
||||
}
|
||||
|
||||
/**
|
||||
* 通过MinerU解析文件
|
||||
*
|
||||
* @param doc
|
||||
* @author chenrui
|
||||
* @date 2025/4/1 17:37
|
||||
*/
|
||||
private void parseFileByMinerU(AiragKnowledgeDoc doc) {
|
||||
String metadata = doc.getMetadata();
|
||||
AssertUtils.assertNotEmpty("请先上传文件", metadata);
|
||||
JSONObject metadataJson = JSONObject.parseObject(metadata);
|
||||
if (!metadataJson.containsKey(LLMConsts.KNOWLEDGE_DOC_METADATA_FILEPATH)) {
|
||||
throw new JeecgBootException("请先上传文件");
|
||||
}
|
||||
String filePath = metadataJson.getString(LLMConsts.KNOWLEDGE_DOC_METADATA_FILEPATH);
|
||||
AssertUtils.assertNotEmpty("请先上传文件", filePath);
|
||||
filePath = ensureFile(filePath);
|
||||
|
||||
File docFile = new File(filePath);
|
||||
String fileType = FilenameUtils.getExtension(filePath);
|
||||
if (!docFile.exists()
|
||||
|| "txt".equalsIgnoreCase(fileType)
|
||||
|| "md".equalsIgnoreCase(fileType)) {
|
||||
return ;
|
||||
}
|
||||
|
||||
String command = "magic-pdf";
|
||||
if (oConvertUtils.isNotEmpty(knowConfigBean.getCondaEnv())) {
|
||||
command = "conda run -n " + knowConfigBean.getCondaEnv() + " " + command;
|
||||
}
|
||||
|
||||
String outputPath = docFile.getParentFile().getAbsolutePath();
|
||||
String[] args = {
|
||||
"-p", docFile.getAbsolutePath(),
|
||||
"-o", outputPath,
|
||||
};
|
||||
|
||||
try {
|
||||
String execLog = CommandExecUtil.execCommand(command, args);
|
||||
log.info("执行命令行:" + command + " args:" + Arrays.toString(args) + "\n log::" + execLog);
|
||||
// 如果成功,替换文件路径和静态资源路径
|
||||
String fileBaseName = FilenameUtils.getBaseName(docFile.getName());
|
||||
String newFileDir = outputPath + File.separator + fileBaseName + File.separator + "auto" + File.separator ;
|
||||
// 先检查文件是否存在,存在才替换
|
||||
File convertedFile = new File(newFileDir + fileBaseName + ".md");
|
||||
if (convertedFile.exists()) {
|
||||
log.info("文件转换成md成功,替换文件路径和静态资源路径");
|
||||
newFileDir = newFileDir.replaceFirst("^" + uploadpath, "");
|
||||
metadataJson.put(LLMConsts.KNOWLEDGE_DOC_METADATA_FILEPATH, newFileDir + fileBaseName + ".md");
|
||||
metadataJson.put(LLMConsts.KNOWLEDGE_DOC_METADATA_SOURCES_PATH, newFileDir);
|
||||
doc.setMetadata(metadataJson.toJSONString());
|
||||
}
|
||||
} catch (IOException e) {
|
||||
log.error("文件转换md失败,使用传统提取方案{}", e.getMessage(), e);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 确保文件存在
|
||||
* @param filePath
|
||||
* @return
|
||||
* @author chenrui
|
||||
* @date 2025/4/1 17:36
|
||||
*/
|
||||
@NotNull
|
||||
private String ensureFile(String filePath) {
|
||||
// 网络资源,先下载到临时目录
|
||||
Matcher matcher = LLMConsts.WEB_PATTERN.matcher(filePath);
|
||||
if (matcher.matches()) {
|
||||
log.info("网络资源,下载到临时目录:" + filePath);
|
||||
// 准备文件
|
||||
String tempFilePath = uploadpath + File.separator + "tmp" + File.separator + UUIDGenerator.generate() + File.separator;
|
||||
String fileName = filePath;
|
||||
if (fileName.contains("?")) {
|
||||
fileName = fileName.substring(0, fileName.indexOf("?"));
|
||||
}
|
||||
fileName = FilenameUtils.getName(fileName);
|
||||
tempFilePath = tempFilePath + fileName;
|
||||
FileDownloadUtils.download2DiskFromNet(filePath, tempFilePath);
|
||||
filePath = tempFilePath;
|
||||
} else {
|
||||
//本地文件
|
||||
filePath = uploadpath + File.separator + filePath;
|
||||
}
|
||||
return filePath;
|
||||
}
|
||||
|
||||
|
||||
}
|
||||
@ -1,23 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.mapper;
|
||||
|
||||
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
|
||||
import org.apache.ibatis.annotations.Param;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragKnowledgeDoc;
|
||||
|
||||
/**
|
||||
* @Description: airag知识库文档
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-18
|
||||
* @Version: V1.0
|
||||
*/
|
||||
public interface AiragKnowledgeDocMapper extends BaseMapper<AiragKnowledgeDoc> {
|
||||
|
||||
/**
|
||||
* 通过主表id删除子表数据
|
||||
*
|
||||
* @param mainId 主表id
|
||||
* @return boolean
|
||||
*/
|
||||
public boolean deleteByMainId(@Param("mainId") String mainId);
|
||||
|
||||
}
|
||||
@ -1,14 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.mapper;
|
||||
|
||||
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragKnowledge;
|
||||
|
||||
/**
|
||||
* @Description: AIRag知识库
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-18
|
||||
* @Version: V1.0
|
||||
*/
|
||||
public interface AiragKnowledgeMapper extends BaseMapper<AiragKnowledge> {
|
||||
|
||||
}
|
||||
@ -1,14 +0,0 @@
|
||||
package org.jeecg.modules.airag.llm.mapper;
|
||||
|
||||
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
|
||||
import org.jeecg.modules.airag.llm.entity.AiragModel;
|
||||
|
||||
/**
|
||||
* @Description: AiRag模型配置
|
||||
* @Author: jeecg-boot
|
||||
* @Date: 2025-02-14
|
||||
* @Version: V1.0
|
||||
*/
|
||||
public interface AiragModelMapper extends BaseMapper<AiragModel> {
|
||||
|
||||
}
|
||||
@ -1,11 +0,0 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
|
||||
<mapper namespace="org.jeecg.modules.airag.llm.mapper.AiragKnowledgeDocMapper">
|
||||
|
||||
<delete id="deleteByMainId" parameterType="java.lang.String">
|
||||
DELETE
|
||||
FROM airag_knowledge_doc
|
||||
WHERE knowledge_id = #{mainId}
|
||||
</delete>
|
||||
|
||||
</mapper>
|
||||
@ -1,5 +0,0 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
|
||||
<mapper namespace="org.jeecg.modules.airag.llm.mapper.AiragKnowledgeMapper">
|
||||
|
||||
</mapper>
|
||||
@ -1,5 +0,0 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
|
||||
<mapper namespace="org.jeecg.modules.airag.llm.mapper.AiragModelMapper">
|
||||
|
||||
</mapper>
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user