springai

.gitignore

@@ -0,0 +1,41 @@
+target/
+!.mvn/wrapper/maven-wrapper.jar
+!**/src/main/**/target/
+!**/src/test/**/target/
+
+### IntelliJ IDEA ###
+.idea/modules.xml
+.idea/jarRepositories.xml
+.idea/compiler.xml
+.idea/libraries/
+*.iws
+*.iml
+*.ipr
+
+### Eclipse ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+build/
+!**/src/main/**/build/
+!**/src/test/**/build/
+
+### VS Code ###
+.vscode/
+
+### Mac OS ###
+.DS_Store
+/src/main/resources/application-private.yml
+/.idea/
+/template/

Dockerfile

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+FROM openjdk:17
+ENV TZ=Asia/Shanghai
+RUN ln  -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+LABEL authors="TaoHongRun"
+COPY dive-into-spring-ai-1.0-SNAPSHOT.jar /app.jar
+ENTRYPOINT ["java", "-jar" ]

README.md

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+# 项目介绍
+
+本项目使用SpringAI教学，包含了SSE流/Agent智能体/FunctionCall/Embedding/VectorDatabase/RAG/Graph RAG/历史消息/图片生成/图片理解
+
+![项目内容](./front-end/src/assets/cover.png)
+
+![知识点](./front-end/src/assets/SrpingAI知识点.png)
+
+
+
+[文档地址](https://www.jarcheng.top/blog/project/spring-ai/intro.html)
+[视频地址](https://www.bilibili.com/video/BV14y411q7RN/)
+
+## 运行环境
+
+- Java 17
+- Node.js 18+
+- MySQL 8
+- DashScope API KEY（或者其他）
+- Redis-Stack
+
+  redis基础上拓展向量查询功能
+
+    ```shell
+    docker run -d \
+    --name redis-stack \
+    --restart=always \
+    -v redis-data:/data \
+    -p 6379:6379 \
+    -p 8001:8001 \
+    -e REDIS_ARGS="--requirepass 123456" redis/redis-stack:latest
+    ```
+
+- neo4j 5+
+
+  安装完neo4j访问`localhost:7474`, 默认的账号密码都是`neo4j`和`neo4j`。
+
+    ```shell
+    docker run \
+    -d \
+    -p 7474:7474 -p 7687:7687 \
+    -v neo4j-data:/data -v neo4j-data:/plugins \
+    --name neo4j \
+    -e NEO4J_apoc_export_file_enabled=true \
+    -e NEO4J_apoc_import_file_enabled=true \
+    -e NEO4J_apoc_import_file_use__neo4j__config=true \
+    -e NEO4JLABS_PLUGINS=\[\"apoc\"\] \
+    -e NEO4J_dbms_security_procedures_unrestricted=apoc.\\\* \
+    neo4j
+    ```
+
+## 运行步骤
+
+### 1.clone代码
+
+```shell
+git clone https://github.com/qifan777/KnowledgeBaseChatSpringAI
+```
+
+### 2. idea打开项目
+
+### 3. 修改配置文件
+
+修改application.yml中的API-KEY, MySQL, Redis-Stack, Neo4j配置
+### 4. 运行项目
+
+后端运行
+
+1. 运行ServerApplication.java
+2. target/generated-sources/annotations右键mark directory as/generated source root
+
+前端运行，在front-end目录下
+
+- npm run install
+- npm run api （先运行后端）
+- npm run dev
+
+
+## 联系方式
+
+付费远程运行/安装/定制开发联系微信：ljc666max
+
+其他关于程序运行安装报错请加QQ群：
+
+- 416765656（满）
+- 632067985

front-end/.env.development

@@ -0,0 +1,2 @@
+VITE_WEBSOCKET_URL=ws://localhost:8877/handshake
+VITE_API_PREFIX=/api

front-end/.env.production

@@ -0,0 +1 @@
+VITE_API_PREFIX=

front-end/.eslintrc.cjs

@@ -0,0 +1,23 @@
+/* eslint-env node */
+require('@rushstack/eslint-patch/modern-module-resolution')
+
+module.exports = {
+  root: true,
+  extends: [
+    'plugin:vue/vue3-essential',
+    'eslint:recommended',
+    '@vue/eslint-config-typescript',
+    '@vue/eslint-config-prettier/skip-formatting'
+  ],
+  parserOptions: {
+    ecmaVersion: 'latest'
+  },
+  rules: {
+    'prettier/prettier': [
+      'warn',
+      {
+        endOfLine: 'auto'
+      }
+    ]
+  }
+}

front-end/.gitignore

@@ -0,0 +1,36 @@
+### IntelliJ IDEA ###
+/.idea/
+*.iws
+*.iml
+*.ipr
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+.DS_Store
+dist
+dist-ssr
+coverage
+*.local
+
+/cypress/videos/
+/cypress/screenshots/
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
+
+/src/apis/__generated/
+/scripts/ingredient-admin.tar

front-end/.prettierrc.json

@@ -0,0 +1,8 @@
+{
+  "$schema": "https://json.schemastore.org/prettierrc",
+  "semi": false,
+  "tabWidth": 2,
+  "singleQuote": true,
+  "printWidth": 100,
+  "trailingComma": "none"
+}

front-end/README.md

@@ -0,0 +1,46 @@
+# mall-admin
+
+This template should help get you started developing with Vue 3 in Vite.
+
+## Recommended IDE Setup
+
+[VSCode](https://code.visualstudio.com/) + [Volar](https://marketplace.visualstudio.com/items?itemName=Vue.volar) (and disable Vetur) + [TypeScript Vue Plugin (Volar)](https://marketplace.visualstudio.com/items?itemName=Vue.vscode-typescript-vue-plugin).
+
+## Type Support for `.vue` Imports in TS
+
+TypeScript cannot handle type information for `.vue` imports by default, so we replace the `tsc` CLI with `vue-tsc` for type checking. In editors, we need [TypeScript Vue Plugin (Volar)](https://marketplace.visualstudio.com/items?itemName=Vue.vscode-typescript-vue-plugin) to make the TypeScript language service aware of `.vue` types.
+
+If the standalone TypeScript plugin doesn't feel fast enough to you, Volar has also implemented a [Take Over Mode](https://github.com/johnsoncodehk/volar/discussions/471#discussioncomment-1361669) that is more performant. You can enable it by the following steps:
+
+1. Disable the built-in TypeScript Extension
+    1) Run `Extensions: Show Built-in Extensions` from VSCode's command palette
+    2) Find `TypeScript and JavaScript Language Features`, right click and select `Disable (Workspace)`
+2. Reload the VSCode window by running `Developer: Reload Window` from the command palette.
+
+## Customize configuration
+
+See [Vite Configuration Reference](https://vitejs.dev/config/).
+
+## Project Setup
+
+```sh
+npm install
+```
+
+### Compile and Hot-Reload for Development
+
+```sh
+npm run dev
+```
+
+### Type-Check, Compile and Minify for Production
+
+```sh
+npm run build
+```
+
+### Lint with [ESLint](https://eslint.org/)
+
+```sh
+npm run lint
+```

front-end/env.d.ts

@@ -0,0 +1,2 @@
+/// <reference types="vite/client" />
+declare module 'element-plus/dist/locale/zh-cn.mjs'

front-end/index.html

@@ -0,0 +1,13 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8">
+    <link rel="icon" href="/favicon.ico">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Vite App</title>
+  </head>
+  <body>
+    <div id="app"></div>
+    <script type="module" src="/src/main.ts"></script>
+  </body>
+</html>

front-end/package-lock.json

@@ -0,0 +1,5266 @@
+{
+  "name": "uni-ai-admin",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "uni-ai-admin",
+      "version": "0.0.0",
+      "dependencies": {
+        "@element-plus/icons-vue": "^2.3.1",
+        "axios": "^1.6.4",
+        "dayjs": "^1.11.10",
+        "element-plus": "^2.4.2",
+        "lodash": "^4.17.21",
+        "md-editor-v3": "^4.13.2",
+        "pinia": "^2.1.7",
+        "sse.js": "^2.4.1",
+        "vue": "^3.4.21",
+        "vue-router": "^4.2.5"
+      },
+      "devDependencies": {
+        "@rushstack/eslint-patch": "^1.3.3",
+        "@tsconfig/node18": "^18.2.2",
+        "@types/node": "^18.19.3",
+        "@vitejs/plugin-vue": "^4.5.2",
+        "@vitejs/plugin-vue-jsx": "^3.1.0",
+        "@vue/eslint-config-prettier": "^8.0.0",
+        "@vue/eslint-config-typescript": "^12.0.0",
+        "@vue/tsconfig": "^0.5.0",
+        "adm-zip": "^0.5.10",
+        "eslint": "^8.49.0",
+        "eslint-plugin-vue": "^9.17.0",
+        "fs-extra": "^11.1.1",
+        "npm-run-all2": "^6.1.1",
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+      "version": "3.1.1",
+      "resolved": "https://registry.npmmirror.com/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "dev": true
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmmirror.com/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      }
+    }
+  }
+}

front-end/package.json

@@ -0,0 +1,49 @@
+{
+  "name": "uni-ai-admin",
+  "version": "0.0.0",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "run-p type-check \"build-only {@}\" --",
+    "preview": "vite preview",
+    "build-only": "vite build",
+    "type-check": "vue-tsc --build --force",
+    "lint": "eslint . --ext .vue,.js,.jsx,.cjs,.mjs,.ts,.tsx,.cts,.mts --fix --ignore-path .gitignore",
+    "format": "prettier --write src/",
+    "api": "node scripts/generate-api.js"
+  },
+  "dependencies": {
+    "@element-plus/icons-vue": "^2.3.1",
+    "axios": "^1.6.4",
+    "dayjs": "^1.11.10",
+    "element-plus": "^2.4.2",
+    "lodash": "^4.17.21",
+    "md-editor-v3": "^4.13.2",
+    "pinia": "^2.1.7",
+    "sse.js": "^2.4.1",
+    "vue": "^3.4.21",
+    "vue-router": "^4.2.5"
+  },
+  "devDependencies": {
+    "@rushstack/eslint-patch": "^1.3.3",
+    "@tsconfig/node18": "^18.2.2",
+    "@types/node": "^18.19.3",
+    "@vitejs/plugin-vue": "^4.5.2",
+    "@vitejs/plugin-vue-jsx": "^3.1.0",
+    "@vue/eslint-config-prettier": "^8.0.0",
+    "@vue/eslint-config-typescript": "^12.0.0",
+    "@vue/tsconfig": "^0.5.0",
+    "adm-zip": "^0.5.10",
+    "eslint": "^8.49.0",
+    "eslint-plugin-vue": "^9.17.0",
+    "fs-extra": "^11.1.1",
+    "npm-run-all2": "^6.1.1",
+    "prettier": "^3.0.3",
+    "sass": "^1.69.7",
+    "typescript": "~5.3.0",
+    "uuid": "^9.0.1",
+    "vite": "^5.0.10",
+    "vue-tsc": "^1.8.25"
+  }
+}

front-end/scripts/generate-api.js

@@ -0,0 +1,79 @@
+/* eslint-env node */
+import http from 'http'
+import fs from 'fs'
+import fse from 'fs-extra'
+import { v4 as uuidv4 } from 'uuid'
+import os from 'os'
+import path from 'path'
+import AdmZip from 'adm-zip'
+const sourceUrl = 'http://58.87.69.234:9902/ts.zip'
+//const sourceUrl = 'http://localhost:9902/ts.zip'
+const tmpFilePath = os.tmpdir() + '/' + uuidv4() + '.zip'
+const generatePath = 'src/apis/__generated'
+
+console.log('Downloading ' + sourceUrl + '...')
+
+const tmpFile = fs.createWriteStream(tmpFilePath)
+http.get(sourceUrl, (response) => {
+  response.pipe(tmpFile)
+  tmpFile.on('finish', () => {
+    tmpFile.close()
+    console.log('File save success: ', tmpFilePath)
+
+    // Remove generatePath if it exists
+    if (fs.existsSync(generatePath)) {
+      console.log('Removing existing generatePath...')
+      fse.removeSync(generatePath)
+      console.log('Existing generatePath removed.')
+    }
+
+    // Unzip the file using adm-zip
+    console.log('Unzipping the file...')
+    const zip = new AdmZip(tmpFilePath)
+    zip.extractAllTo(generatePath, true)
+    console.log('File unzipped successfully.')
+    // Remove the temporary file
+    console.log('Removing temporary file...')
+    fs.unlink(tmpFilePath, (err) => {
+      if (err) {
+        console.error('Error while removing temporary file:', err)
+      } else {
+        console.log('Temporary file removed.')
+      }
+    })
+    traverseDirectory(modelPath)
+    traverseDirectory(servicePath)
+  })
+})
+
+// 替换目录路径
+const modelPath = 'src/apis/__generated/model'
+const servicePath = 'src/apis/__generated/services'
+
+// 递归遍历目录中的所有文件
+function traverseDirectory(directoryPath) {
+  const files = fs.readdirSync(directoryPath)
+
+  files.forEach((file) => {
+    const filePath = path.join(directoryPath, file)
+    const stats = fs.statSync(filePath)
+
+    if (stats.isDirectory()) {
+      traverseDirectory(filePath)
+    } else if (stats.isFile() && path.extname(filePath) === '.ts') {
+      replaceInFile(filePath)
+    }
+  })
+}
+
+// 替换文件中的文本
+function replaceInFile(filePath) {
+  const fileContent = fs.readFileSync(filePath, 'utf8')
+  const updatedContent = fileContent
+    .replaceAll('readonly ', '')
+    .replace(/ReadonlyArray/g, 'Array')
+    .replaceAll('ReadonlyMap', 'Map')
+    .replace(/Map<(\S+), (\S+)>/g, '{ [key: $1]: $2 }')
+  // .replace(/query: (\S+)/g, 'query: T')
+  fs.writeFileSync(filePath, updatedContent, 'utf8')
+}

front-end/src/App.vue

@@ -0,0 +1,78 @@
+<script setup lang="ts">
+import { RouterView } from 'vue-router'
+import zhCn from 'element-plus/dist/locale/zh-cn.mjs'
+</script>
+
+<template>
+  <el-config-provider :locale="zhCn">
+    <router-view v-slot="{ Component }">
+      <transition name="slide">
+        <component :is="Component" />
+      </transition> </router-view
+  ></el-config-provider>
+</template>
+
+<style>
+body {
+  margin: 0;
+  font-family:
+    Noto Sans SC,
+    SF Pro SC,
+    SF Pro Text,
+    SF Pro Icons,
+    PingFang SC,
+    Helvetica Neue,
+    Helvetica,
+    Arial,
+    sans-serif;
+}
+
+.el-date-editor--datetime {
+  width: 160px !important;
+}
+
+::-webkit-scrollbar {
+  --bar-width: 5px;
+  width: 5px;
+  height: 5px;
+}
+
+::-webkit-scrollbar-track {
+  background-color: transparent;
+}
+
+::-webkit-scrollbar-thumb {
+  background-color: rgba(0, 0, 0, 0.1);
+  border-radius: 20px;
+  background-clip: content-box;
+  border: 1px solid transparent;
+}
+
+.slide-enter-active {
+  transition: all 0.8s cubic-bezier(1, 0.5, 0.8, 1);
+}
+
+.slide-leave-active {
+  transition: all 0.3s ease-out;
+}
+
+.slide-enter-from {
+  transform: translateX(-100vw);
+  opacity: 0;
+}
+
+.slide-enter-to {
+  transform: translateX(0);
+  opacity: 1;
+}
+
+.slide-leave-from {
+  transform: translateX(0);
+  opacity: 1;
+}
+
+.slide-leave-to {
+  transform: translateX(100vw);
+  opacity: 0;
+}
+</style>

front-end/src/components/image/image-upload.vue

@@ -0,0 +1,83 @@
+<script lang="tsx">
+import { defineComponent, ref } from 'vue'
+import { ElIcon, ElMessage, ElUpload, type UploadProps } from 'element-plus'
+import { Plus } from '@element-plus/icons-vue'
+import type { Result } from '@/typings'
+const API_PREFIX = import.meta.env.VITE_API_PREFIX
+
+export default defineComponent({
+  props: {
+    modelValue: { type: String, default: '' },
+    size: { type: Number, default: 120 }
+  },
+  emits: ['update:modelValue'],
+  setup(props, { emit }) {
+    const loading = ref(false)
+    const handleImageSuccess: UploadProps['onSuccess'] = (response: Result<string>) => {
+      loading.value = false
+      emit('update:modelValue', response.result)
+    }
+    const types = ['image/png', 'image/jpeg', 'image/webp']
+
+    const beforeImageUpload: UploadProps['beforeUpload'] = (rawFile) => {
+      if (!types.includes(rawFile.type)) {
+        ElMessage.error('Image picture must be JPG format!')
+        return false
+      } else if (rawFile.size / 1024 / 1024 > 2) {
+        ElMessage.error('Image picture size can not exceed 2MB!')
+        return false
+      }
+      loading.value = true
+      return true
+    }
+    return () => (
+      <ElUpload
+        beforeUpload={beforeImageUpload}
+        onSuccess={handleImageSuccess}
+        action={API_PREFIX + '/oss/upload'}
+        showFileList={false}
+        class="image-uploader"
+        v-loading={loading.value}
+      >
+        {props.modelValue ? (
+          <img
+            alt="图片"
+            src={props.modelValue}
+            style={{
+              objectFit: 'cover',
+              width: `${props.size}px`,
+              height: `${props.size}px`,
+              display: 'block'
+            }}
+          />
+        ) : (
+          <ElIcon size={props.size} class="image-uploader-icon">
+            <Plus />
+          </ElIcon>
+        )}
+      </ElUpload>
+    )
+  }
+})
+</script>
+
+<style scoped>
+.image-uploader .el-upload {
+  border: 1px dashed var(--el-border-color);
+  border-radius: 6px;
+  cursor: pointer;
+  position: relative;
+  overflow: hidden;
+  transition: var(--el-transition-duration-fast);
+}
+
+.image-uploader .el-upload:hover {
+  border-color: var(--el-color-primary);
+}
+
+.el-icon.image-uploader-icon {
+  font-size: 28px;
+  color: #8c939d;
+  text-align: center;
+}
+</style>

front-end/src/components/key-value/key-value-input.vue

@@ -0,0 +1,92 @@
+<template>
+  <div class="key-value-section">
+    <div class="key-value-wrapper" v-for="(keyValue, index) in keyValueList" :key="index">
+      <el-button
+        class="close-btn"
+        type="warning"
+        size="small"
+        circle
+        @click="deleteKeyValue(index)"
+      >
+        <el-icon>
+          <close></close>
+        </el-icon>
+      </el-button>
+      <el-form label-width="80" label-position="left">
+        <el-form-item label="键名称">
+          <el-input style="width: 100px" v-model="keyValueList[index].name" size="small">
+          </el-input>
+        </el-form-item>
+        <el-form-item label="值列表">
+          <value-input v-model="keyValueList[index].values"></value-input>
+        </el-form-item>
+      </el-form>
+    </div>
+    <el-button type="primary" size="small" class="plus" @click="addKeyValue">
+      <el-icon>
+        <plus></plus>
+      </el-icon>
+    </el-button>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { ref, watch } from 'vue'
+import { Close, Plus } from '@element-plus/icons-vue'
+import ValueInput from './value-input.vue'
+import type { KeyValue } from '@/apis/__generated/model/static'
+
+const props = defineProps<{ modelValue?: KeyValue[] }>()
+const emit = defineEmits<{
+  change: [data: KeyValue[]]
+  'update:modelValue': [data: KeyValue[]]
+}>()
+const keyValueList = ref<KeyValue[]>([])
+const deleteKeyValue = (index: number) => {
+  keyValueList.value.splice(index, 1)
+}
+const addKeyValue = () => {
+  keyValueList.value.push({
+    name: '',
+    values: []
+  })
+}
+watch(
+  () => props.modelValue,
+  (newValue) => {
+    if (newValue) {
+      keyValueList.value = newValue
+    }
+  }
+)
+watch(
+  () => keyValueList.value,
+  () => {
+    emit('update:modelValue', keyValueList.value)
+  },
+  { deep: true }
+)
+</script>
+
+<style lang="scss" scoped>
+.key-value-section {
+  width: 100%;
+  .plus {
+    margin-top: 20px;
+  }
+  .key-value-wrapper {
+    margin-bottom: 20px;
+    border: rgba(114, 207, 222, 0.5) 1px dashed;
+    padding: 10px;
+    position: relative;
+    margin-top: 20px;
+    .close-btn {
+      position: absolute;
+      top: 5px;
+      right: 5px;
+      width: 15px;
+      height: 15px;
+    }
+  }
+}
+</style>

front-end/src/components/key-value/value-input.vue

@@ -0,0 +1,135 @@
+<template>
+  <div class="values-chose">
+    <div class="values">
+      <!-- 显示当内的多个值，用','连接多个值 -->
+      <el-input
+        class="values-show"
+        size="small"
+        readonly
+        :model-value="props.modelValue.join(',')"
+      ></el-input>
+    </div>
+    <div class="values-input">
+      <template v-for="(tag, index) in tags" :key="tag">
+        <!-- 编辑值 -->
+        <el-input
+          v-if="editIndex === index"
+          v-model="editInputValue"
+          class="value value-edit"
+          size="small"
+          @blur="handleEditConfirm"
+          @keydown.enter="handleEditConfirm"
+        ></el-input>
+        <!-- 显示值 -->
+        <el-tag
+          v-else
+          class="value"
+          closable
+          :disable-transitions="false"
+          @close="handleClose(index)"
+          @click="handleEdit(index)"
+          >{{ tag }}</el-tag
+        >
+      </template>
+      <!-- 点击新增显示输入框，否则显示新增按钮  -->
+      <el-input
+        v-if="inputVisible"
+        ref="inputRef"
+        v-model="inputValue"
+        class="value-input"
+        size="small"
+        @blur="handleInputConfirm"
+        @keydown.enter="handleInputConfirm"
+      ></el-input>
+      <el-button v-else size="small" @click="showInput"> + 新增值 </el-button>
+    </div>
+  </div>
+</template>
+<script lang="ts" setup>
+import { computed, nextTick, ref } from 'vue'
+import { ElButton, ElInput, ElTag } from 'element-plus'
+
+const props = defineProps({ modelValue: { type: Array<string>, required: false, default: '' } })
+const emit = defineEmits<{ 'update:modelValue': [values: string[]] }>()
+
+const tags = computed({
+  get: () => {
+    return props.modelValue ? props.modelValue : []
+  },
+  set: (values) => {
+    emit('update:modelValue', values)
+  }
+})
+// 编辑值
+const editIndex = ref(-1)
+const editInputValue = ref('')
+// 点击值标签，显示输入框编辑值
+const handleEdit = (index: number) => {
+  editInputValue.value = tags.value[index]
+  editIndex.value = index
+}
+// 编辑值输入框确认
+const handleEditConfirm = () => {
+  if (editInputValue.value === tags.value[editIndex.value]) {
+    return
+  }
+  tags.value[editIndex.value] = editInputValue.value
+  tags.value = [...tags.value]
+  editIndex.value = -1
+}
+// 点击值标签的右上角触发删除值
+const handleClose = (index: number) => {
+  tags.value.splice(index, 1)
+  tags.value = [...tags.value]
+}
+
+// 新增值
+const inputRef = ref<InstanceType<typeof ElInput>>()
+const inputVisible = ref(false)
+const inputValue = ref('')
+const handleInputConfirm = () => {
+  if (inputValue.value) {
+    tags.value = [...tags.value, inputValue.value]
+  }
+  inputVisible.value = false
+  inputValue.value = ''
+}
+const showInput = () => {
+  inputVisible.value = true
+  nextTick(() => {
+    if (inputRef.value && inputRef.value.input) {
+      inputRef.value.input.focus()
+    }
+  })
+}
+</script>
+
+<style lang="scss" scoped>
+.values {
+  display: flex;
+  justify-content: flex-start;
+
+  .values-show {
+    width: 100px;
+  }
+}
+
+.values-input {
+  margin-top: 10px;
+  display: flex;
+  align-items: center;
+  flex-wrap: wrap;
+  margin-bottom: 10px;
+  .value-edit {
+    width: 100px;
+  }
+
+  .value {
+    margin-right: 5px;
+  }
+
+  .value-input {
+    width: 100px;
+  }
+}
+</style>

front-end/src/main.ts

@@ -0,0 +1,19 @@
+import { createApp } from 'vue'
+import { createPinia } from 'pinia'
+import ElementPlus from 'element-plus'
+import 'element-plus/dist/index.css'
+import * as ElementPlusIconsVue from '@element-plus/icons-vue'
+import App from './App.vue'
+import router from './router'
+import { MdPreview } from 'md-editor-v3'
+import 'md-editor-v3/lib/preview.css'
+const app = createApp(App)
+
+app.use(createPinia())
+app.use(ElementPlus)
+app.use(router)
+app.component('MdPreview', MdPreview)
+for (const [key, component] of Object.entries(ElementPlusIconsVue)) {
+  app.component(key, component)
+}
+app.mount('#app')

front-end/src/router/index.ts

@@ -0,0 +1,34 @@
+import { createRouter, createWebHashHistory } from 'vue-router'
+import RegisterView from '@/views/login/register-view.vue'
+import LoginView from '@/views/login/login-view.vue'
+import ChatView from '@/views/chat/chat-view.vue'
+import AnalyzeResultView from '@/views/code/analyze/analyze-result-view.vue'
+
+const router = createRouter({
+  history: createWebHashHistory(import.meta.env.BASE_URL),
+  routes: [
+    {
+      path: '/',
+      component: ChatView
+    },
+    {
+      path: '/login',
+      name: 'login',
+      component: LoginView
+    },
+    {
+      path: '/register',
+      name: 'register',
+      component: RegisterView
+    },
+    {
+      path: '/analyze',
+      component: AnalyzeResultView,
+      props(to) {
+        return { path: to.query.path }
+      }
+    }
+  ]
+})
+
+export default router

front-end/src/stores/home-store.ts

@@ -0,0 +1,19 @@
+import { defineStore } from 'pinia'
+import { ref } from 'vue'
+import type { UserDto } from '@/apis/__generated/model/dto'
+import { api } from '@/utils/api-instance'
+
+export const useHomeStore = defineStore('home', () => {
+  const userInfo = ref<UserDto['UserRepository/FETCHER']>()
+  const getUserInfo = async () => {
+    userInfo.value = await api.userController.userInfo()
+    return userInfo.value
+  }
+  const init = async () => {
+    await getUserInfo()
+  }
+  const logout = () => {
+    userInfo.value = undefined
+  }
+  return { userInfo, getUserInfo, init, logout }
+})

front-end/src/typings/index.d.ts

@@ -0,0 +1,17 @@
+import type { MenuDto } from '@/apis/__generated/model/dto'
+
+export type EditMode = 'CREATE' | 'UPDATE'
+export interface Scope<T> {
+  row: T
+  $index: number
+}
+
+export interface Result<T> {
+  code: number
+  success: boolean
+  msg: string
+  result: T
+}
+export type MenuTreeDto = {
+  children?: MenuTreeDto[]
+} & MenuDto['MenuRepository/SIMPLE_FETCHER']

front-end/src/utils/api-instance.ts

@@ -0,0 +1,6 @@
+import { Api } from '@/apis/__generated'
+import { request } from '@/utils/request'
+// 导出全局变量`apis`
+export const api = new Api(async ({ uri, method, body }) => {
+  return await request({ url: uri, method, data: body })
+})

front-end/src/utils/common.ts

@@ -0,0 +1,22 @@
+import { ElMessage } from 'element-plus'
+import type { ValidateFieldsError } from 'async-validator/dist-types'
+
+export const assertFormValidate = (callback: () => void) => {
+  return (valid: boolean, fields: ValidateFieldsError | undefined) => {
+    if (valid) {
+      callback()
+    } else {
+      if (fields) {
+        const messages: string[] = []
+        for (const field in fields) {
+          fields[field].forEach((error) => {
+            if (error.message) {
+              messages.push(error.message)
+            }
+          })
+        }
+        ElMessage.error({ message: messages.join('\n') })
+      }
+    }
+  }
+}

front-end/src/utils/request.ts

@@ -0,0 +1,23 @@
+import axios from 'axios'
+import { ElMessage } from 'element-plus'
+import router from '@/router'
+
+const BASE_URL = import.meta.env.VITE_API_PREFIX
+export const request = axios.create({
+  baseURL: BASE_URL,
+  timeout: 600000
+})
+request.interceptors.response.use(
+  (res) => {
+    return res.data.result
+  },
+  ({ response }) => {
+    if (response.data.code !== 1) {
+      ElMessage.warning({ message: response.data.msg })
+    }
+    if (response.data.code === 10012) {
+      router.push('/login')
+    }
+    return Promise.reject(response.data.result)
+  }
+)

front-end/src/views/chat/chat-view.vue

@@ -0,0 +1,383 @@
+<script lang="ts" setup>
+import { nextTick, onMounted, ref } from 'vue'
+import SessionItem from './components/session-item.vue'
+import { ChatRound, Close, Delete, EditPen } from '@element-plus/icons-vue'
+import MessageRow from './components/message-row.vue'
+import MessageInput from './components/message-input.vue'
+import { storeToRefs } from 'pinia'
+import { ElIcon, ElMessage, type UploadProps, type UploadUserFile } from 'element-plus'
+import { api } from '@/utils/api-instance'
+import { SSE } from 'sse.js'
+import { type AiMessage, useChatStore } from './store/chat-store'
+import type { AiMessageParams, AiMessageWrapper } from '@/apis/__generated/model/static'
+
+type ChatResponse = {
+  metadata: {
+    usage: {
+      totalTokens: number
+    }
+  }
+  result: {
+    metadata: {
+      finishReason: string
+    }
+    output: {
+      messageType: string
+      content: string
+    }
+  }
+}
+const API_PREFIX = import.meta.env.VITE_API_PREFIX
+const chatStore = useChatStore()
+const { handleDeleteSession, handleUpdateSession, handleClearMessage } = chatStore
+const { activeSession, sessionList, isEdit } = storeToRefs(chatStore)
+const messageListRef = ref<InstanceType<typeof HTMLDivElement>>()
+const loading = ref(true)
+
+onMounted(async () => {
+  // 查询自己的聊天会话
+  api.aiSessionController.findByUser().then((res) => {
+    // 讲会话添加到列表中
+    sessionList.value = res.map((row) => {
+      return { ...row, checked: false }
+    })
+    // 默认选中的聊天会话是第一个
+    if (sessionList.value.length > 0) {
+      activeSession.value = sessionList.value[0]
+    } else {
+      handleSessionCreate()
+    }
+    loading.value = false
+  })
+})
+
+// ChatGPT的回复
+const responseMessage = ref<AiMessage>({
+  id: new Date().getTime().toString(),
+  type: 'ASSISTANT',
+  medias: [],
+  textContent: '',
+  sessionId: ''
+})
+
+const handleSendMessage = async (message: { text: string; image: string }) => {
+  if (!activeSession.value) {
+    ElMessage.warning('请创建会话')
+    return
+  }
+  // 图片/语音
+  const medias: AiMessage['medias'] = []
+  if (message.image) {
+    medias.push({ type: 'image', data: message.image })
+  }
+  // 用户的提问
+  const chatMessage = {
+    id: new Date().getTime().toString(),
+    sessionId: activeSession.value.id,
+    medias,
+    textContent: message.text,
+    type: 'USER'
+  } satisfies AiMessage
+
+  responseMessage.value = {
+    id: new Date().getTime().toString(),
+    medias: [],
+    type: 'ASSISTANT',
+    textContent: '',
+    sessionId: activeSession.value.id
+  }
+  const body: AiMessageWrapper = { message: chatMessage, params: options.value }
+  const form = new FormData()
+  form.set('input', JSON.stringify(body))
+
+  if (fileList.value.length && fileList.value[0].raw) {
+    form.append('file', fileList.value[0].raw)
+  }
+  const evtSource = new SSE(API_PREFIX + '/message/chat', {
+    withCredentials: true,
+    // 禁用自动启动，需要调用stream()方法才能发起请求
+    start: false,
+    payload: form as any,
+    method: 'POST'
+  })
+  evtSource.addEventListener('message', async (event: any) => {
+    const response = JSON.parse(event.data) as ChatResponse
+    const finishReason = response.result.metadata.finishReason
+    if (response.result.output.content) {
+      responseMessage.value.textContent += response.result.output.content
+      // 滚动到底部
+      await nextTick(() => {
+        messageListRef.value?.scrollTo(0, messageListRef.value.scrollHeight)
+      })
+    }
+    if (finishReason && finishReason.toLowerCase() == 'stop') {
+      evtSource.close()
+      // 保存用户的提问
+      await api.aiMessageController.save({ body: chatMessage })
+      // 保存大模型的回复
+      await api.aiMessageController.save({ body: responseMessage.value })
+    }
+  })
+
+  // 调用stream，发起请求。
+  evtSource.stream()
+  // 将两条消息显示在页面中
+  activeSession.value.messages.push(...[chatMessage, responseMessage.value])
+  await nextTick(() => {
+    messageListRef.value?.scrollTo(0, messageListRef.value.scrollHeight)
+  })
+}
+
+const handleSessionCreate = () => {
+  chatStore.handleCreateSession({ name: '新的聊天' })
+}
+const options = ref<AiMessageParams>({
+  enableVectorStore: false,
+  enableAgent: false
+})
+const embeddingLoading = ref(false)
+const onUploadSuccess = () => {
+  embeddingLoading.value = false
+  ElMessage.success('上传成功')
+}
+const beforeUpload: UploadProps['beforeUpload'] = () => {
+  embeddingLoading.value = true
+  return true
+}
+const fileList = ref<UploadUserFile[]>([])
+</script>
+<template>
+  <!-- 最外层页面于窗口同宽，使聊天面板居中 -->
+  <div class="home-view">
+    <!-- 整个聊天面板 -->
+    <div class="chat-panel" v-loading="loading">
+      <!-- 左侧的会话列表 -->
+      <div class="session-panel">
+        <div class="title">AI助手</div>
+        <div class="session-list" v-if="activeSession">
+          <!-- for循环遍历会话列表用会话组件显示，并监听点击事件和删除事件。点击时切换到被点击的会话，删除时从会话列表中提出被删除的会话。 -->
+          <session-item
+            v-for="session in sessionList"
+            :key="session.id"
+            :active="session.id === activeSession.id"
+            :session="session"
+            class="session"
+            @click="activeSession = session"
+            @delete="handleDeleteSession"
+          ></session-item>
+        </div>
+        <div class="button-wrapper">
+          <el-button
+            style="margin-right: 20px"
+            :icon="ChatRound"
+            size="small"
+            @click="handleSessionCreate"
+            >创建会话
+          </el-button>
+        </div>
+      </div>
+      <!-- 右侧的消息记录 -->
+      <div class="message-panel">
+        <!-- 会话名称 -->
+        <div class="header" v-if="activeSession">
+          <div class="front">
+            <!-- 如果处于编辑状态则显示输入框让用户去修改 -->
+            <div v-if="isEdit" class="title">
+              <!-- 按回车代表确认修改 -->
+              <el-input
+                v-model="activeSession.name"
+                @keydown.enter="handleUpdateSession"
+              ></el-input>
+            </div>
+            <!-- 否则正常显示标题 -->
+            <div v-else class="title">{{ activeSession.name }}</div>
+            <div class="description">{{ activeSession.messages.length }}条对话</div>
+          </div>
+          <!-- 尾部的编辑按钮 -->
+          <div class="rear">
+            <el-icon :size="20" style="margin-right: 10px">
+              <Delete @click="handleClearMessage(activeSession.id)" />
+            </el-icon>
+            <el-icon :size="20">
+              <!-- 不处于编辑状态显示编辑按钮 -->
+              <EditPen v-if="!isEdit" @click="isEdit = true" />
+              <!-- 处于编辑状态显示取消编辑按钮 -->
+              <Close v-else @click="isEdit = false"></Close>
+            </el-icon>
+          </div>
+        </div>
+        <el-divider :border-style="'solid'" />
+        <div ref="messageListRef" class="message-list">
+          <!-- 过渡效果 -->
+          <transition-group name="list" v-if="activeSession">
+            <message-row
+              v-for="message in activeSession.messages"
+              :key="message.id"
+              :message="message"
+            ></message-row>
+          </transition-group>
+        </div>
+        <!-- 监听发送事件 -->
+        <message-input @send="handleSendMessage" v-if="activeSession"></message-input>
+      </div>
+      <div class="option-panel">
+        <el-form size="small">
+          <el-form-item>
+            <el-upload
+              v-loading="embeddingLoading"
+              :action="`${API_PREFIX}/document/embedding`"
+              :show-file-list="false"
+              :on-success="onUploadSuccess"
+              :before-upload="beforeUpload"
+            >
+              <el-button type="primary">上传文档</el-button>
+            </el-upload>
+          </el-form-item>
+          <el-form-item label="知识库">
+            <el-switch v-model="options.enableVectorStore"></el-switch>
+          </el-form-item>
+          <el-form-item label="agent（智能体）">
+            <el-switch v-model="options.enableAgent"></el-switch>
+          </el-form-item>
+          <el-form-item label="文件">
+            <div class="upload">
+              <el-upload v-model:file-list="fileList" :auto-upload="false" :limit="1">
+                <el-button type="primary">上传文本文件</el-button>
+              </el-upload>
+            </div>
+          </el-form-item>
+        </el-form>
+      </div>
+    </div>
+  </div>
+</template>
+<style lang="scss" scoped>
+.home-view {
+  width: 100vw;
+  height: 100vh;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+
+  .chat-panel {
+    display: flex;
+    background-color: white;
+    width: 90%;
+    height: 90%;
+    box-shadow: 0 0 10px rgba(black, 0.1);
+    border-radius: 10px;
+
+    .session-panel {
+      display: flex;
+      flex-direction: column;
+      box-sizing: border-box;
+      padding: 20px;
+      position: relative;
+      border-right: 1px solid rgba(black, 0.07);
+      background-color: rgb(231, 248, 255);
+      height: 100%;
+      /* 标题 */
+      .title {
+        margin-top: 20px;
+        font-size: 20px;
+      }
+
+      .session-list {
+        overflow-y: scroll;
+        margin: 20px 0;
+        flex: 1;
+
+        .session {
+          /* 每个会话之间留一些间距 */
+          margin-top: 20px;
+        }
+
+        .session:first-child {
+          margin-top: 0;
+        }
+      }
+
+      .button-wrapper {
+        /* entity-panel是相对布局，这边的button-wrapper是相对它绝对布局 */
+        bottom: 20px;
+        left: 0;
+        display: flex;
+        /* 让内部的按钮显示在右侧 */
+        justify-content: flex-end;
+        /* 宽度和session-panel一样宽*/
+        width: 100%;
+
+        /* 按钮于右侧边界留一些距离 */
+        .new-session {
+          margin-right: 20px;
+        }
+      }
+    }
+
+    /* 右侧消息记录面板*/
+    .message-panel {
+      width: 100%;
+      height: 100%;
+      display: flex;
+      flex-direction: column;
+
+      .header {
+        padding: 20px 20px 0 20px;
+        display: flex;
+        /* 会话名称和编辑按钮在水平方向上分布左右两边 */
+        justify-content: space-between;
+
+        /* 前部的标题和消息条数 */
+        .front {
+          .title {
+            color: rgba(black, 0.7);
+            font-size: 20px;
+          }
+
+          .description {
+            margin-top: 10px;
+            color: rgba(black, 0.5);
+          }
+        }
+
+        /* 尾部的编辑和取消编辑按钮 */
+        .rear {
+          display: flex;
+          align-items: center;
+        }
+      }
+
+      .message-list {
+        padding: 15px;
+        width: 100%;
+        flex: 1;
+        box-sizing: border-box;
+        // 消息条数太多时，溢出部分滚动
+        overflow-y: scroll;
+        // 当切换聊天会话时，消息记录也随之切换的过渡效果
+        .list-enter-active,
+        .list-leave-active {
+          transition: all 0.5s ease;
+        }
+
+        .list-enter-from,
+        .list-leave-to {
+          opacity: 0;
+          transform: translateX(30px);
+        }
+      }
+    }
+
+    //  选项面板
+    .option-panel {
+      width: 200px;
+      padding: 20px;
+      border-left: 1px solid rgba(black, 0.07);
+
+      .upload {
+        width: 160px;
+      }
+    }
+  }
+}
+</style>

front-end/src/views/chat/components/markdown-message.vue

@@ -0,0 +1,21 @@
+<script setup lang="ts">
+import { MdPreview } from 'md-editor-v3'
+
+defineProps<{ message: string }>()
+</script>
+
+<template>
+  <!--  markdown显示消息-->
+  <md-preview id="preview-only" :model-value="message" preview-theme="smart-blue"></md-preview>
+</template>
+
+<style scoped lang="scss">
+// 调整markdown组件的一些样式，deep可以修改组件内的样式，正常情况是scoped只能修改本组件的样式。
+:deep(.md-editor-preview-wrapper) {
+  padding: 0 10px;
+
+  .smart-blue-theme p {
+    line-height: unset;
+  }
+}
+</style>

front-end/src/views/chat/components/message-input.vue

@@ -0,0 +1,76 @@
+<script lang="ts" setup>
+import { ref } from 'vue'
+import { Position } from '@element-plus/icons-vue'
+import ImageUpload from '@/components/image/image-upload.vue'
+import { ElMessage } from 'element-plus'
+type Message = {
+  text: string
+  image: string
+}
+// 发送消息消息事件
+const emit = defineEmits<{
+  send: [message: Message]
+}>()
+// 输入框内的消息
+const message = ref<Message>({ text: '', image: '' })
+const sendMessage = () => {
+  if (!message.value.text) {
+    ElMessage.warning('请输入消息')
+    return
+  }
+  emit('send', message.value)
+  // 发送完清除
+  message.value = { text: '', image: '' }
+}
+</script>
+
+<template>
+  <div class="message-input">
+    <div class="input-wrapper">
+      <!-- 按回车键发送，输入框高度三行 -->
+      <el-input
+        v-model="message.text"
+        :autosize="false"
+        :rows="3"
+        class="input"
+        resize="none"
+        type="textarea"
+        @keydown.enter.prevent="sendMessage"
+      >
+      </el-input>
+      <div class="button-wrapper">
+        <image-upload class="image" :size="40" v-model="message.image"></image-upload>
+        <el-button type="primary" @click="sendMessage">
+          <el-icon class="el-icon--left">
+            <Position />
+          </el-icon>
+          发送
+        </el-button>
+      </div>
+    </div>
+  </div>
+</template>
+
+<style lang="scss" scoped>
+.message-input {
+  padding: 20px 20px 0 20px;
+  border-top: 1px solid rgba(black, 0.07);
+  border-left: 1px solid rgba(black, 0.07);
+  border-right: 1px solid rgba(black, 0.07);
+  border-top-right-radius: 5px;
+  border-top-left-radius: 5px;
+  .el-form-item {
+    align-items: center;
+  }
+}
+
+.button-wrapper {
+  display: flex;
+  justify-content: flex-end;
+  align-items: center;
+  padding: 20px;
+  .image {
+    margin-right: 20px;
+  }
+}
+</style>

front-end/src/views/chat/components/message-row.vue

@@ -0,0 +1,112 @@
+<script lang="tsx" setup>
+import TextLoading from './text-loading.vue'
+import logo from '@/assets/logo.jpg'
+import MarkdownMessage from './markdown-message.vue'
+import type { AiMessage } from '../store/chat-store'
+import { computed } from 'vue'
+// message：接受消息对象，展示消息内容和头像，并且根据角色调整消息位置。
+// avatar：用户头像，如果角色是 Assistant则使用 logo。
+const props = defineProps<{
+  message: AiMessage
+  avatar?: string
+}>()
+
+const images = computed(() => {
+  const medias = props.message.medias || []
+  return medias.filter((media) => media.type === 'image').map((media) => media.data)
+})
+</script>
+
+<!-- 整个div是用来调整内部消息的位置，每条消息占的空间都是一整行，然后根据right还是left来调整内部的消息是靠右边还是靠左边 -->
+<template>
+  <div :class="['message-row', message.type === 'USER' ? 'right' : 'left']">
+    <!-- 消息展示，分为上下，上面是头像，下面是消息 -->
+    <div class="row">
+      <!-- 头像， -->
+      <div class="avatar-wrapper">
+        <el-avatar
+          :src="avatar || logo"
+          class="avatar"
+          shape="square"
+          v-if="message.type === 'USER'"
+        />
+        <el-avatar :src="logo" class="avatar" shape="square" v-else />
+      </div>
+      <!-- 发送的消息或者回复的消息 -->
+      <div class="message">
+        <!-- 如果消息是文本，用markdown展示 -->
+        <markdown-message
+          :type="message.type"
+          :message="message.textContent"
+          v-if="message.textContent"
+        ></markdown-message>
+        <!-- 如果消息的内容是图片，则显示图片  -->
+        <el-image
+          v-for="image in images"
+          :key="image"
+          class="image"
+          fit="cover"
+          :preview-src-list="images"
+          :src="image"
+        ></el-image>
+        <!-- 如果消息的内容为空则显示加载动画 -->
+        <TextLoading v-if="!message.textContent && !images.length"></TextLoading>
+      </div>
+    </div>
+  </div>
+</template>
+
+<style lang="scss" scoped>
+.message-row {
+  display: flex;
+
+  &.right {
+    // 消息显示在右侧
+    justify-content: flex-end;
+
+    .row {
+      // 头像也要靠右侧
+      .avatar-wrapper {
+        display: flex;
+        justify-content: flex-end;
+      }
+
+      // 用户回复的消息和ChatGPT回复的消息背景颜色做区分
+      .message {
+        background-color: rgb(231, 248, 255);
+        :deep(.md-editor) {
+          background-color: rgb(231, 248, 255);
+        }
+      }
+    }
+  }
+
+  // 默认靠左边显示
+  .row {
+    .avatar-wrapper {
+      .avatar {
+        box-shadow: 20px 20px 20px 3px rgba(0, 0, 0, 0.01);
+        margin-bottom: 20px;
+      }
+    }
+
+    .message {
+      font-size: 15px;
+      padding: 1.5px;
+      // 限制消息展示的最大宽度
+      max-width: 800px;
+      // 圆润一点
+      border-radius: 7px;
+      // 给消息框加一些描边，看起来更加实一些，要不然太扁了轻飘飘的。
+      border: 1px solid rgba(black, 0.1);
+      // 背景颜色
+      background-color: #f4f4f5;
+
+      .image {
+        width: 600px;
+        height: 600px;
+      }
+    }
+  }
+}
+</style>

front-end/src/views/chat/components/session-item.vue

@@ -0,0 +1,140 @@
+<script lang="ts" setup>
+import { CircleClose } from '@element-plus/icons-vue'
+import type { AiSession } from '@/views/chat/store/chat-store'
+
+// entity：用于展示的会话信息
+const prop = defineProps<{ active: boolean; session: AiSession }>()
+// 定义删除事件，当触发删除事件时会向外部发送被删除的会话。
+const emit = defineEmits<{
+  delete: [session: AiSession]
+}>()
+// 当鼠标放到会话上时，会弹出删除图标，点击删除图标发送删除事件。
+const handleDeleteSession = () => {
+  emit('delete', prop.session)
+}
+</script>
+
+<template>
+  <!-- 如果处于激活状态则增加 active class -->
+  <div :class="['session-item', active ? 'active' : '']">
+    <!-- 会话的名称 -->
+    <div class="name">{{ session.name }}</div>
+    <!-- 会话内的消息数量和最近修改的时间 -->
+    <div class="count-time">
+      <div class="count">{{ session.messages ? session.messages.length : 0 }}条对话</div>
+      <div class="time">{{ session.editedTime }}</div>
+    </div>
+    <!-- 当鼠标放在会话上时会弹出遮罩 -->
+    <div class="mask"></div>
+    <!-- 当鼠标放在会话上时会弹出删除按钮 -->
+    <div class="btn-wrapper">
+      <el-icon :size="15" class="close">
+        <el-popconfirm title="是否确认永久删除该聊天会话？" @confirm="handleDeleteSession">
+          <template #reference>
+            <CircleClose />
+          </template>
+        </el-popconfirm>
+      </el-icon>
+    </div>
+  </div>
+</template>
+
+<style lang="scss" scoped>
+.session-item {
+  /* 加一下padding不要让会话内容靠边界太近 */
+  padding: 12px;
+  background-color: white;
+  /* 给边界一些圆角看起来圆润一些 */
+  border-radius: 10px;
+  /* 固定宽度 */
+  width: 250px;
+  /* 当鼠标放在会话上时改变鼠标的样式，暗示用户可以点击。目前还没做拖动的效果，以后会做。 */
+  cursor: grab;
+  /* 父相子绝，父元素是相对布局的情况下，子元素的绝对布局是相当于父元素绝对布局。 */
+  position: relative;
+  /* 子元素的遮罩一开始会在外面，让溢出的遮罩不显示 */
+  overflow: hidden;
+
+  .name {
+    /* 会话名称字体要大一些 */
+    font-size: 14px;
+    /* 凸显名称，加粗 */
+    font-weight: 700;
+    width: 200px;
+    /* 加粗后颜色淡一些 */
+    color: rgba(black, 0.8);
+  }
+
+  .count-time {
+    /* 增加一些距离 */
+    margin-top: 10px;
+    /* 让字体小一些不能比会话名称要大（14px） */
+    font-size: 10px;
+    color: rgba(black, 0.5);
+    /* 让消息数量和最近更新时间显示水平显示 */
+    display: flex;
+    /* 让消息数量和最近更新时间分布在水平方向的两端 */
+    justify-content: space-between;
+  }
+
+  /* 当处于激活状态时增加蓝色描边 */
+  &.active {
+    /* 增加一些过渡 */
+    transition: all 0.12s linear;
+    border: 2px solid #1d93ab;
+  }
+
+  /* 当鼠标放在会话上时触发下面的css样式*/
+  &:hover {
+    /* 遮罩入场，从最左侧滑进去，渐渐变得不透明 */
+    .mask {
+      opacity: 1;
+      left: 0;
+    }
+
+    .btn-wrapper {
+      /* 暗示用户这个按钮可以点击 */
+      &:hover {
+        cursor: pointer;
+      }
+
+      /* 按钮入场，从最右侧滑进去，渐渐变得不透明 */
+      opacity: 1;
+      right: 20px;
+    }
+  }
+
+  .mask {
+    /* 渐变样式 */
+    transition: all 0.2s ease-out;
+    /* 相当于父亲绝对布局 */
+    position: absolute;
+    background-color: rgba(black, 0.05);
+    /* 和父亲元素一样宽盖住父元素 */
+    width: 100%;
+    /* 和父亲元素一样高 */
+    height: 100%;
+    /*位置移到父元素的最上面 */
+    top: 0;
+    /* 向父元素的最左侧再增加一个父亲元素当前宽度的距离 */
+    left: -100%;
+    /* 透明度为0 */
+    opacity: 0;
+  }
+
+  /* 删除按钮样式的逻辑和mask类似 */
+  .btn-wrapper {
+    color: rgba(black, 0.5);
+    transition: all 0.2s ease-out;
+    position: absolute;
+    top: 10px;
+    right: -20px;
+    z-index: 10;
+    opacity: 0;
+
+    .edit {
+      margin-right: 5px;
+    }
+  }
+}
+</style>

front-end/src/views/chat/components/text-loading.vue

@@ -0,0 +1,50 @@
+<template>
+  <div class="loading">
+    <!--  三个 div 三个黑点 -->
+    <div></div>
+    <div></div>
+    <div></div>
+  </div>
+</template>
+
+<style lang="scss" scoped>
+.loading {
+  // 三个黑点水平展示
+  display: flex;
+  // 三个黑点均匀分布在54px中
+  justify-content: space-around;
+  color: #000;
+  width: 54px;
+  padding: 15px;
+
+  div {
+    background-color: currentColor;
+    border: 0 solid currentColor;
+    width: 5px;
+    height: 5px;
+    // 变成黑色圆点
+    border-radius: 100%;
+    // 播放我们下面定义的动画，每次动画持续0.7s且循环播放。
+    animation: ball-beat 0.7s -0.15s infinite linear;
+  }
+
+  div:nth-child(2n-1) {
+    // 慢0.5秒
+    animation-delay: -0.5s;
+  }
+}
+
+// 动画定义
+@keyframes ball-beat {
+  // 关键帧定义，在50%的时候是颜色变透明，且缩小。
+  50% {
+    opacity: 0.2;
+    transform: scale(0.75);
+  }
+  // 在100%时是回到正常状态，浏览器会自动在这两个关键帧间平滑过渡。
+  100% {
+    opacity: 1;
+    transform: scale(1);
+  }
+}
+</style>

front-end/src/views/chat/store/chat-store.ts

@@ -0,0 +1,69 @@
+import { defineStore } from 'pinia'
+import { ref } from 'vue'
+import type { AiSessionDto } from '@/apis/__generated/model/dto'
+import { api } from '@/utils/api-instance'
+import type { AiMessageInput, AiSessionInput } from '@/apis/__generated/model/static'
+import { ElMessageBox } from 'element-plus'
+
+export type AiSession = Pick<
+  AiSessionDto['AiSessionRepository/FETCHER'],
+  'id' | 'name' | 'editedTime'
+> & {
+  messages: AiMessage[]
+}
+
+export type AiMessage = Pick<AiMessageInput, 'textContent' | 'medias' | 'type' | 'sessionId'> & {
+  id: string
+}
+export const useChatStore = defineStore('ai-chat', () => {
+  const isEdit = ref(false)
+  const activeSession = ref<AiSession>()
+  const sessionList = ref<AiSession[]>([])
+  const handleCreateSession = async (session: AiSessionInput) => {
+    const res = await api.aiSessionController.save({ body: session })
+    const sessionRes = await api.aiSessionController.findById({ id: res })
+    sessionList.value.unshift(sessionRes)
+    activeSession.value = sessionList.value[0]
+  }
+  // 从会话列表中删除会话
+  const handleDeleteSession = async (session: AiSession) => {
+    await api.aiSessionController.delete({ body: [session.id] })
+    const index = sessionList.value.findIndex((value) => {
+      return value.id === session.id
+    })
+    sessionList.value.splice(index, 1)
+    if (index == sessionList.value.length) {
+      activeSession.value = sessionList.value[index - 1]
+    } else {
+      activeSession.value = sessionList.value[index]
+    }
+  }
+  // 修改会话
+  const handleUpdateSession = async () => {
+    if (!activeSession.value) {
+      return
+    }
+    await api.aiSessionController.save({
+      body: { ...activeSession.value }
+    })
+    isEdit.value = false
+  }
+  const handleClearMessage = async (sessionId: string) => {
+    await ElMessageBox.confirm('是否清空会话记录？', '提示')
+    await api.aiMessageController.deleteHistory({ sessionId })
+    const index = sessionList.value.findIndex((value) => {
+      return value.id === sessionId
+    })
+    activeSession.value = await api.aiSessionController.findById({ id: sessionId })
+    sessionList.value[index] = activeSession.value
+  }
+  return {
+    isEdit,
+    activeSession,
+    sessionList,
+    handleUpdateSession,
+    handleCreateSession,
+    handleDeleteSession,
+    handleClearMessage
+  }
+})

front-end/src/views/code/analyze/analyze-result-view.vue

@@ -0,0 +1,57 @@
+<script setup lang="ts">
+import { onMounted, ref } from 'vue'
+import { SSE } from 'sse.js'
+import CollapseTitle from './collapse-title.vue'
+import MarkdownMessage from '@/views/chat/components/markdown-message.vue'
+
+const props = defineProps<{ path: string }>()
+const API_PREFIX = import.meta.env.VITE_API_PREFIX
+type AnalyzeResult = {
+  id: string
+  content: string
+  fileName: string
+  fileContent: string
+}
+const resultMap = ref<Record<string, AnalyzeResult>>({})
+onMounted(() => {
+  const evtSource = new SSE(API_PREFIX + '/analyze?path=' + props.path, {
+    withCredentials: true,
+    // 禁用自动启动，需要调用stream()方法才能发起请求
+    start: false,
+    method: 'GET'
+  })
+  evtSource.addEventListener('message', async (event: any) => {
+    const result = JSON.parse(event.data) as AnalyzeResult
+    if (!resultMap.value[result.id]) {
+      resultMap.value[result.id] = result
+    } else {
+      resultMap.value[result.id].content += result.content
+    }
+  })
+  evtSource.stream()
+})
+const fileToMarkdown = (result: AnalyzeResult) => {
+  const content = result.fileContent.substring(1, result.fileContent.length - 1).replace(/\\/g, '')
+  return '```java\n' + content + '\n```'
+}
+</script>
+
+<template>
+  <div class="task-view">
+    <el-collapse>
+      <el-collapse-item :title="key" v-for="key in Object.keys(resultMap)" :key="key">
+        <template #title>
+          <collapse-title :title="key"></collapse-title>
+        </template>
+        <markdown-message :message="fileToMarkdown(resultMap[key])"></markdown-message>
+        <markdown-message :message="resultMap[key].content"></markdown-message>
+      </el-collapse-item>
+    </el-collapse>
+  </div>
+</template>
+
+<style scoped lang="scss">
+.task-view {
+  padding: 20px;
+}
+</style>

front-end/src/views/code/analyze/collapse-title.vue

@@ -0,0 +1,39 @@
+<script setup lang="ts">
+import type { ButtonProps } from 'element-plus/es/components/button/src/button'
+
+defineProps<{
+  title: string
+  icon?: string
+  type?: ButtonProps['type']
+}>()
+</script>
+
+<template>
+  <div class="title-wrapper">
+    <div class="right-icon"></div>
+    <div class="title">{{ title }}</div>
+    <el-button :type="type" :icon="icon" v-if="icon" plain link></el-button>
+  </div>
+</template>
+
+<style scoped lang="scss">
+.title-wrapper {
+  display: flex;
+  align-items: center;
+  color: var(--el-color-primary);
+  width: 100%;
+
+  .title {
+    &:hover {
+      cursor: copy;
+    }
+  }
+
+  .right-icon {
+    margin-right: 5px;
+    height: 14px;
+    width: 3px;
+    background-color: var(--el-color-primary);
+  }
+}
+</style>

front-end/src/views/login/login-view.vue

@@ -0,0 +1,159 @@
+<script lang="ts" setup>
+import {
+  ElAvatar,
+  ElButton,
+  ElCard,
+  ElCol,
+  ElForm,
+  ElFormItem,
+  ElInput,
+  ElRow,
+  type FormInstance,
+  type FormRules
+} from 'element-plus'
+import { onMounted, reactive, ref, Transition } from 'vue'
+import logo from '@/assets/logo.jpg'
+import router from '@/router'
+import background from '@/assets/background.jpg'
+import { api } from '@/utils/api-instance'
+import type { UserLoginInput } from '@/apis/__generated/model/static'
+
+const loginForm = reactive<UserLoginInput>({ phone: '', password: '' })
+const ruleFormRef = ref<FormInstance>()
+const rules = reactive<FormRules<typeof loginForm>>({
+  phone: [{ required: true, message: '请输入手机号', trigger: 'blur' }],
+  password: [
+    { required: true, message: '请输入密码', trigger: 'blur' },
+    { max: 16, min: 6, message: '密码长度介于6，16' }
+  ]
+})
+const showPanel = ref(false)
+onMounted(() => {
+  setTimeout(() => {
+    showPanel.value = true
+  }, 1000)
+})
+const handleLogin = async () => {
+  const res = await api.userController.login({ body: loginForm })
+  localStorage.setItem('token', res.tokenValue)
+  await router.replace({ path: '/' })
+}
+</script>
+<template>
+  <div>
+    <img alt="背景图片" class="background" :src="background" />
+    <el-row class="panel-wrapper" justify="center" align="middle">
+      <el-col :xs="18" :sm="16" :md="14" :lg="10" :xl="10">
+        <transition name="el-zoom-in-top">
+          <el-card class="panel" v-if="showPanel">
+            <div class="content">
+              <div class="panel-left">
+                <el-avatar alt="logo" :size="30" shape="square" :src="logo"></el-avatar>
+                <div class="title">AI助手</div>
+                <div class="description">构建你的AI助手</div>
+              </div>
+              <div class="panel-right">
+                <div class="title">快速开始</div>
+                <div class="description">登录你的账号</div>
+                <el-form
+                  ref="ruleFormRef"
+                  :model="loginForm"
+                  :rules="rules"
+                  class="form"
+                  label-position="top"
+                  label-width="100px"
+                >
+                  <el-form-item label="手机号">
+                    <el-input v-model="loginForm.phone"></el-input>
+                  </el-form-item>
+                  <el-form-item label="密码">
+                    <el-input v-model="loginForm.password" type="password"></el-input>
+                  </el-form-item>
+                </el-form>
+                <div class="button-wrapper">
+                  <el-button class="login" type="primary" @click="handleLogin"> 登录</el-button>
+                  <el-button
+                    class="register"
+                    type="info"
+                    size="small"
+                    link
+                    @click="() => router.push('/register')"
+                  >
+                    注册
+                  </el-button>
+                </div>
+              </div>
+            </div>
+          </el-card>
+        </transition>
+      </el-col>
+    </el-row>
+  </div>
+</template>
+<style lang="scss" scoped>
+.background {
+  position: fixed;
+  height: 100vh;
+  width: 100vw;
+  object-fit: cover;
+  z-index: -10;
+}
+
+.panel-wrapper {
+  height: 100vh;
+
+  .panel {
+    .content {
+      display: flex;
+      align-items: stretch;
+      height: 50vh;
+
+      .title {
+        font-size: var(--el-font-size-extra-large);
+        margin-top: 16px;
+        font-weight: bold;
+      }
+
+      .description {
+        margin-top: 20px;
+        font-size: var(--el-font-size-base);
+        color: var(--el-text-col);
+      }
+
+      .panel-left {
+        box-sizing: border-box;
+        padding: 30px;
+        background-color: rgb(243, 245, 249);
+        width: 50%;
+        border-radius: 5px;
+      }
+
+      .panel-right {
+        padding: 30px;
+        width: 50%;
+
+        .form {
+          margin-top: 30px;
+        }
+
+        .button-wrapper {
+          margin-top: 40px;
+          display: flex;
+          justify-content: center;
+          position: relative;
+
+          .login {
+            width: 120px;
+          }
+
+          .register {
+            position: absolute;
+            right: 0;
+            bottom: 0;
+          }
+        }
+      }
+    }
+  }
+}
+</style>

front-end/src/views/login/register-view.vue

@@ -0,0 +1,168 @@
+<script lang="ts" setup>
+import {
+  ElAvatar,
+  ElButton,
+  ElCard,
+  ElCol,
+  ElForm,
+  ElFormItem,
+  ElInput,
+  ElRow,
+  type FormInstance,
+  type FormRules
+} from 'element-plus'
+import { reactive, ref } from 'vue'
+import logo from '@/assets/logo.jpg'
+import router from '@/router'
+import background from '@/assets/background.jpg'
+import { api } from '@/utils/api-instance'
+import type { UserRegisterInput } from '@/apis/__generated/model/static'
+import { assertFormValidate } from '@/utils/common'
+
+const registerForm = reactive<UserRegisterInput>({ phone: '', password: '' })
+const ruleFormRef = ref<FormInstance>()
+
+const rules = reactive<FormRules<typeof registerForm>>({
+  phone: [{ required: true, message: '请输入手机号', trigger: 'blur' }],
+  password: [
+    { required: true, message: '请输入密码', trigger: 'blur' },
+    { max: 16, min: 6, message: '密码长度介于6，16' }
+  ]
+})
+const handleRegister = async () => {
+  if (!ruleFormRef.value) return
+  await ruleFormRef.value.validate(
+    assertFormValidate(() =>
+      api.userController.register({ body: registerForm }).then((res) => {
+        router.replace({ path: '/' })
+        localStorage.setItem('token', res.tokenValue)
+      })
+    )
+  )
+}
+</script>
+<template>
+  <div>
+    <img alt="背景图片" class="background" :src="background" />
+    <el-row class="panel-wrapper" justify="center" align="middle">
+      <el-col :xs="18" :sm="16" :md="14" :lg="10" :xl="10">
+        <transition name="el-zoom-in-top">
+          <el-card class="panel">
+            <div class="content">
+              <div class="panel-left">
+                <el-avatar alt="logo" :size="30" shape="square" :src="logo"></el-avatar>
+                <div class="title">AI助手</div>
+                <div class="description">构建你的AI助手</div>
+              </div>
+              <div class="panel-right">
+                <div class="title">快速开始</div>
+                <div class="description">创建你的账号</div>
+                <el-form
+                  ref="ruleFormRef"
+                  :model="registerForm"
+                  :rules="rules"
+                  class="form"
+                  label-position="top"
+                  label-width="100px"
+                >
+                  <el-form-item label="手机号" prop="phone">
+                    <el-input v-model="registerForm.phone"></el-input>
+                  </el-form-item>
+                  <el-form-item label="密码" prop="password">
+                    <el-input v-model="registerForm.password" type="password"></el-input>
+                  </el-form-item>
+                </el-form>
+                <div class="button-wrapper">
+                  <el-button class="register" type="primary" @click="handleRegister">
+                    注册
+                  </el-button>
+                  <el-button class="login" size="small" link @click="router.replace('/login')">
+                    登录
+                  </el-button>
+                </div>
+              </div>
+            </div>
+          </el-card>
+        </transition>
+      </el-col>
+    </el-row>
+  </div>
+</template>
+
+<style lang="scss" scoped>
+.background {
+  position: fixed;
+  height: 100vh;
+  width: 100vw;
+  object-fit: cover;
+  z-index: -10;
+}
+
+.panel-wrapper {
+  height: 100vh;
+
+  .panel {
+    .content {
+      display: flex;
+      align-items: stretch;
+      height: 50vh;
+
+      .title {
+        font-size: var(--el-font-size-extra-large);
+        margin-top: 16px;
+        font-weight: bold;
+      }
+
+      .description {
+        margin-top: 20px;
+        font-size: var(--el-font-size-base);
+        color: var(--el-text-col);
+      }
+
+      .panel-left {
+        box-sizing: border-box;
+        padding: 30px;
+        background-color: rgb(243, 245, 249);
+        width: 50%;
+        border-radius: 5px;
+      }
+
+      .panel-right {
+        padding: 30px;
+        width: 50%;
+
+        .form {
+          margin-top: 30px;
+
+          .sms {
+            display: flex;
+            align-items: center;
+            width: 100%;
+
+            .send-sms {
+              margin-left: 20px;
+            }
+          }
+        }
+
+        .button-wrapper {
+          margin-top: 40px;
+          display: flex;
+          justify-content: center;
+          position: relative;
+
+          .register {
+            width: 120px;
+          }
+
+          .login {
+            position: absolute;
+            right: 0;
+            bottom: 0;
+          }
+        }
+      }
+    }
+  }
+}
+</style>

front-end/tsconfig.app.json

@@ -0,0 +1,14 @@
+{
+  "extends": "@vue/tsconfig/tsconfig.dom.json",
+  "include": ["env.d.ts", "src/**/*", "src/**/*.vue"],
+  "exclude": ["src/**/__tests__/*"],
+  "compilerOptions": {
+    "composite": true,
+    "noEmit": true,
+    "baseUrl": ".",
+    "paths": {
+      "@/*": ["./src/*"]
+    },
+    "types": ["element-plus/global"]
+  }
+}

front-end/tsconfig.json

@@ -0,0 +1,11 @@
+{
+  "files": [],
+  "references": [
+    {
+      "path": "./tsconfig.node.json"
+    },
+    {
+      "path": "./tsconfig.app.json"
+    }
+  ]
+}

front-end/tsconfig.node.json

@@ -0,0 +1,17 @@
+{
+  "extends": "@tsconfig/node18/tsconfig.json",
+  "include": [
+    "vite.config.*",
+    "vitest.config.*",
+    "cypress.config.*",
+    "nightwatch.conf.*",
+    "playwright.config.*"
+  ],
+  "compilerOptions": {
+    "composite": true,
+    "noEmit": true,
+    "module": "ESNext",
+    "moduleResolution": "Bundler",
+    "types": ["node"]
+  }
+}

front-end/vite.config.ts

@@ -0,0 +1,27 @@
+import { fileURLToPath, URL } from 'node:url'
+
+import { defineConfig } from 'vite'
+import vue from '@vitejs/plugin-vue'
+import vueJsx from '@vitejs/plugin-vue-jsx'
+
+// https://vitejs.dev/config/
+export default defineConfig({
+  plugins: [vue(), vueJsx()],
+  resolve: {
+    alias: {
+      '@': fileURLToPath(new URL('./src', import.meta.url))
+    }
+  },
+  server: {
+    host: '0.0.0.0',
+    port: 5177,
+    proxy: {
+      '/api': {
+        //target: 'http://localhost:9902',
+        target: 'http://58.87.69.234:9902',
+        changeOrigin: true,
+        rewrite: (path) => path.replace(/^\/api/, '')
+      }
+    }
+  }
+})

pom.xml

@@ -0,0 +1,210 @@
+<?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>
+
+    <groupId>io.github.qifan777</groupId>
+    <artifactId>dive-into-spring-ai</artifactId>
+    <version>1.0-SNAPSHOT</version>
+
+    <parent>
+        <artifactId>spring-boot-starter-parent</artifactId>
+        <groupId>org.springframework.boot</groupId>
+        <relativePath/>
+        <version>3.2.1</version>
+    </parent>
+
+    <properties>
+        <maven.compiler.source>17</maven.compiler.source>
+        <maven.compiler.target>17</maven.compiler.target>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+        <spring-ai.version>1.0.0-M5</spring-ai.version>
+        <spring-ai-alibaba.version>1.0.0-M5.1</spring-ai-alibaba.version>
+        <uni-ai.version>0.1.9</uni-ai.version>
+        <jimmer.version>0.8.134</jimmer.version>
+        <hutool.version>5.8.25</hutool.version>
+        <sa-token.version>1.37.0</sa-token.version>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>com.squareup.okhttp3</groupId>
+            <artifactId>okhttp</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.github.javaparser</groupId>
+            <artifactId>javaparser-symbol-solver-core</artifactId>
+            <version>3.26.2</version>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>easyexcel</artifactId>
+            <version>3.3.4</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>commons-io</groupId>
+                    <artifactId>commons-io</artifactId>
+                </exclusion>
+
+                <exclusion>
+                    <groupId>org.apache.commons</groupId>
+                    <artifactId>commons-compress</artifactId>
+                </exclusion>
+
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-data-neo4j</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.ai</groupId>
+            <artifactId>spring-ai-redis-store</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>redis.clients</groupId>
+            <artifactId>jedis</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.ai</groupId>
+            <artifactId>spring-ai-tika-document-reader</artifactId>
+
+        </dependency>
+        <dependency>
+            <artifactId>jimmer-spring-boot-starter</artifactId>
+            <groupId>org.babyfish.jimmer</groupId>
+            <version>${jimmer.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>io.github.qifan777</groupId>
+            <artifactId>spring-boot-starter-oss</artifactId>
+        </dependency>
+        <!--      根据自己的需要开启响应厂商的配置-->
+        <!--        <dependency>-->
+        <!--            <groupId>org.springframework.ai</groupId>-->
+        <!--            <artifactId>spring-ai-moonshot-spring-boot-starter</artifactId>-->
+        <!--        </dependency>-->
+        <!--        <dependency>-->
+        <!--            <groupId>org.springframework.ai</groupId>-->
+        <!--            <artifactId>spring-ai-qianfan-spring-boot-starter</artifactId>-->
+        <!--        </dependency>-->
+        <!--        <dependency>-->
+        <!--            <groupId>org.springframework.ai</groupId>-->
+        <!--            <artifactId>spring-ai-zhipuai-spring-boot-starter</artifactId>-->
+        <!--        </dependency>-->
+        <!--        <dependency>-->
+        <!--            <groupId>org.springframework.ai</groupId>-->
+        <!--            <artifactId>spring-ai-openai-spring-boot-starter</artifactId>-->
+        <!--        </dependency>-->
+        <!--        <dependency>-->
+        <!--            <groupId>org.springframework.ai</groupId>-->
+        <!--            <artifactId>spring-ai-ollama-spring-boot-starter</artifactId>-->
+        <!--        </dependency>-->
+        <dependency>
+            <groupId>com.alibaba.cloud.ai</groupId>
+            <artifactId>spring-ai-alibaba-starter</artifactId>
+            <version>${spring-ai-alibaba.version}</version>
+        </dependency>
+<!--        <dependency>-->
+<!--            <groupId>org.springframework.ai</groupId>-->
+<!--            <artifactId>spring-ai-openai-spring-boot-starter</artifactId>-->
+<!--        </dependency>-->
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-actuator</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-test</artifactId>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework</groupId>
+            <artifactId>spring-test</artifactId>
+        </dependency>
+        <dependency>
+            <artifactId>mysql-connector-j</artifactId>
+            <groupId>com.mysql</groupId>
+        </dependency>
+        <dependency>
+            <artifactId>hutool-core</artifactId>
+            <groupId>cn.hutool</groupId>
+            <version>${hutool.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>cn.dev33</groupId>
+            <artifactId>sa-token-redis-jackson</artifactId>
+            <version>${sa-token.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>cn.dev33</groupId>
+            <artifactId>sa-token-spring-boot3-starter</artifactId>
+            <version>${sa-token.version}</version>
+        </dependency>
+    </dependencies>
+    <dependencyManagement>
+        <dependencies>
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-bom</artifactId>
+                <version>${spring-ai.version}</version>
+                <type>pom</type>
+                <scope>import</scope>
+            </dependency>
+            <dependency>
+                <groupId>io.github.qifan777</groupId>
+                <artifactId>uni-ai-bom</artifactId>
+                <version>${uni-ai.version}</version>
+                <type>pom</type>
+                <scope>import</scope>
+            </dependency>
+        </dependencies>
+    </dependencyManagement>
+    <repositories>
+        <repository>
+            <id>spring-milestones</id>
+            <name>Spring Milestones</name>
+            <url>https://repo.spring.io/milestone</url>
+            <snapshots>
+                <enabled>false</enabled>
+            </snapshots>
+        </repository>
+        <repository>
+            <id>spring-snapshots</id>
+            <name>Spring Snapshots</name>
+            <url>https://repo.spring.io/snapshot</url>
+            <releases>
+                <enabled>false</enabled>
+            </releases>
+        </repository>
+    </repositories>
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.springframework.boot</groupId>
+                <artifactId>spring-boot-maven-plugin</artifactId>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <annotationProcessorPaths>
+                        <path>
+                            <artifactId>jimmer-apt</artifactId>
+                            <groupId>org.babyfish.jimmer</groupId>
+                            <version>${jimmer.version}</version>
+                        </path>
+                        <path>
+                            <artifactId>lombok</artifactId>
+                            <groupId>org.projectlombok</groupId>
+                            <version>${lombok.version}</version>
+                        </path>
+                    </annotationProcessorPaths>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>

src/main/dto/AiMessage.dto

@@ -0,0 +1,6 @@
+export io.github.qifan777.knowledge.ai.message.AiMessage
+
+input AiMessageInput{
+    #allScalars(AiMessage)
+    id(session)
+}

src/main/dto/AiSession.dto

@@ -0,0 +1,6 @@
+export io.github.qifan777.knowledge.ai.session.AiSession
+
+input AiSessionInput{
+    id?
+    name
+}

src/main/dto/User.dto

@@ -0,0 +1,10 @@
+export io.github.qifan777.knowledge.user.User
+
+input UserLoginInput{
+    phone
+    password
+}
+input UserRegisterInput{
+    phone
+    password
+}

src/main/java/io/github/qifan777/knowledge/ServerApplication.java

@@ -0,0 +1,17 @@
+package io.github.qifan777.knowledge;
+
+
+import io.github.qifan777.knowledge.infrastructure.code.CodeAssistantProperties;
+import org.babyfish.jimmer.client.EnableImplicitApi;
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
+
+@SpringBootApplication
+@EnableImplicitApi
+@EnableConfigurationProperties(CodeAssistantProperties.class)
+public class ServerApplication {
+    public static void main(String[] args) {
+        SpringApplication.run(ServerApplication.class, args);
+    }
+}

src/main/java/io/github/qifan777/knowledge/ai/agent/AbstractAgent.java

@@ -0,0 +1,36 @@
+package io.github.qifan777.knowledge.ai.agent;
+
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.annotation.Description;
+import org.springframework.util.StringUtils;
+
+import java.util.Arrays;
+import java.util.List;
+
+@Slf4j
+public abstract class AbstractAgent {
+
+    /**
+     * 获取指定的function bean名称
+     *
+     * @return Function Call名称列表
+     */
+    public String[] getFunctions(Class<?>... clazz) {
+        List<Class<?>> classList = Arrays.stream(clazz).filter(aClass -> aClass.isAnnotationPresent(Description.class)).toList();
+        String[] names = new String[classList.size()];
+        classList.stream().map(aClass -> StringUtils.uncapitalize(aClass.getSimpleName())).toList().toArray(names);
+        return names;
+    }
+    /**
+     * 获取内嵌的Function Call也就是Agent的Tools
+     *
+     * @return Function Call名称列表
+     */
+    public String[] getAgentFunctions(Class<?> clazz) {
+        List<Class<?>> classList = Arrays.stream(clazz.getClasses()).filter(aClass -> aClass.isAnnotationPresent(Description.class)).toList();
+        String[] names = new String[classList.size()];
+        classList.stream().map(aClass -> StringUtils.uncapitalize(this.getClass().getSimpleName()) + "." + aClass.getSimpleName()).toList().toArray(names);
+        return names;
+    }
+
+}

src/main/java/io/github/qifan777/knowledge/ai/agent/Agent.java

@@ -0,0 +1,14 @@
+package io.github.qifan777.knowledge.ai.agent;
+
+import org.springframework.stereotype.Component;
+
+import java.lang.annotation.ElementType;
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+import java.lang.annotation.Target;
+
+@Component
+@Retention(RetentionPolicy.RUNTIME)
+@Target(ElementType.TYPE)
+public @interface Agent {
+}

src/main/java/io/github/qifan777/knowledge/ai/agent/chronologist/Chronologist.java

@@ -0,0 +1,70 @@
+package io.github.qifan777.knowledge.ai.agent.chronologist;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonPropertyDescription;
+import io.github.qifan777.knowledge.ai.agent.AbstractAgent;
+import io.github.qifan777.knowledge.ai.agent.Agent;
+import lombok.AllArgsConstructor;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.context.annotation.Description;
+import org.springframework.stereotype.Component;
+
+import java.time.LocalDate;
+import java.time.LocalDateTime;
+import java.time.format.DateTimeFormatter;
+import java.util.function.Function;
+
+@Agent
+@Description(value = "回答用户有关于日期、时间的提问")
+@AllArgsConstructor
+public class Chronologist extends AbstractAgent implements Function<Chronologist.Request, String> {
+    private final String SYSTEM = """
+            你是一个专业的编年史学家，可以回答有关时间的问题。
+            您还可以执行各种与时间相关的任务，如转换和格式化。
+            """;
+    private final ChatModel chatModel;
+
+
+    @Override
+    public String apply(Request request) {
+        return ChatClient.create(chatModel)
+                .prompt()
+                .system(SYSTEM)
+                .user(request.query)
+                .functions(getAgentFunctions(this.getClass()))
+                .call()
+                .content();
+    }
+
+    public record Request(
+            @JsonProperty(required = true) @JsonPropertyDescription(value = "用户原始的提问") String query) {
+    }
+
+    @Component
+    @Description("获取当前的时间，格式是 HH:mm:ss")
+    public static class CurrentTime implements Function<CurrentTime.Request, String> {
+        @Override
+        public String apply(Request request) {
+            LocalDateTime currentDate = LocalDateTime.now();
+            return currentDate.toLocalTime().format(DateTimeFormatter.ofPattern("HH:mm:ss"));
+
+        }
+
+        public record Request() {
+        }
+    }
+
+    @Component
+    @Description("获取当前的日期，格式是 yyyy-MM-dd")
+    public static class CurrentDate implements Function<CurrentDate.Request, String> {
+        @Override
+        public String apply(Request request) {
+            LocalDate currentDate = LocalDate.now();
+            return currentDate.format(DateTimeFormatter.ofPattern("yyyy-MM-dd"));
+        }
+
+        public record Request() {
+        }
+    }
+}

src/main/java/io/github/qifan777/knowledge/ai/agent/computer/ComputerAssistant.java

@@ -0,0 +1,35 @@
+package io.github.qifan777.knowledge.ai.agent.computer;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonPropertyDescription;
+import io.github.qifan777.knowledge.ai.agent.AbstractAgent;
+import io.github.qifan777.knowledge.ai.agent.Agent;
+import lombok.AllArgsConstructor;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.context.annotation.Description;
+
+import java.util.function.Function;
+
+@Agent
+@Description("提供关于当前主机的cpu，文件，文件夹相关问题的有用回答")
+@AllArgsConstructor
+public class ComputerAssistant extends AbstractAgent implements Function<ComputerAssistant.Request, String> {
+    private final ChatModel chatModel;
+
+    @Override
+    public String apply(Request request) {
+        return ChatClient.create(chatModel)
+                .prompt()
+                .functions(getFunctions(CpuAnalyzer.class, DirectoryReader.class))
+                .user(request.query())
+                .call()
+                .content();
+    }
+
+    public record Request(
+            @JsonProperty(required = true) @JsonPropertyDescription(value = "用户原始的提问") String query) {
+    }
+
+
+}

src/main/java/io/github/qifan777/knowledge/ai/agent/computer/CpuAnalyzer.java

@@ -0,0 +1,18 @@
+package io.github.qifan777.knowledge.ai.agent.computer;
+
+import org.springframework.context.annotation.Description;
+import org.springframework.stereotype.Component;
+
+import java.util.function.Function;
+
+@Component
+@Description("读取CPU的数量")
+public class CpuAnalyzer implements Function<CpuAnalyzer.Request, Integer> {
+    @Override
+    public Integer apply(Request request) {
+        return Runtime.getRuntime().availableProcessors();
+    }
+
+    public record Request() {
+    }
+}

src/main/java/io/github/qifan777/knowledge/ai/agent/computer/DirectoryReader.java

@@ -0,0 +1,34 @@
+package io.github.qifan777.knowledge.ai.agent.computer;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonPropertyDescription;
+import org.springframework.context.annotation.Description;
+import org.springframework.stereotype.Component;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.function.Function;
+
+@Component
+@Description("读取用户给定的文件夹，列出文件夹下的所有文件")
+public class DirectoryReader implements Function<DirectoryReader.Request, String> {
+    @Override
+    public String apply(Request request) {
+        File f = new File(request.path);
+        List<String> out = new ArrayList<>();
+        if (f.exists()) {
+            String[] list = f.list();
+            if (list != null) {
+                out = Arrays.asList(list);
+            }
+        }
+        return String.join(",", out);
+    }
+
+    public record Request(
+            @JsonProperty(required = true) @JsonPropertyDescription("本机文件夹的绝对路径") String path
+    ) {
+    }
+}

src/main/java/io/github/qifan777/knowledge/ai/document/DocumentController.java

@@ -0,0 +1,43 @@
+package io.github.qifan777.knowledge.ai.document;
+
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import org.springframework.ai.document.Document;
+import org.springframework.ai.reader.tika.TikaDocumentReader;
+import org.springframework.ai.transformer.splitter.TokenTextSplitter;
+import org.springframework.ai.vectorstore.VectorStore;
+import org.springframework.core.io.InputStreamResource;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.multipart.MultipartFile;
+
+import java.util.List;
+
+@RequestMapping("document")
+@RestController
+@AllArgsConstructor
+public class DocumentController {
+    private final VectorStore vectorStore;
+
+    /**
+     * 嵌入文件
+     *
+     * @param file 待嵌入的文件
+     * @return 是否成功
+     */
+    @SneakyThrows
+    @PostMapping("embedding")
+    public Boolean embedding(@RequestParam MultipartFile file) {
+        // 从IO流中读取文件
+        TikaDocumentReader tikaDocumentReader = new TikaDocumentReader(new InputStreamResource(file.getInputStream()));
+        // 将文本内容划分成更小的块
+        List<Document> splitDocuments = new TokenTextSplitter()
+            .apply(tikaDocumentReader.read());
+        // 存入向量数据库，这个过程会自动调用embeddingModel,将文本变成向量再存入。
+        vectorStore.add(splitDocuments);
+        return true;
+    }
+
+}

src/main/java/io/github/qifan777/knowledge/ai/message/AiMessage.java

@@ -0,0 +1,53 @@
+package io.github.qifan777.knowledge.ai.message;
+
+import io.github.qifan777.knowledge.ai.session.AiSession;
+import io.github.qifan777.knowledge.infrastructure.jimmer.BaseEntity;
+import jakarta.validation.constraints.Null;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.experimental.Accessors;
+import org.babyfish.jimmer.sql.*;
+import org.springframework.ai.chat.messages.MessageType;
+
+import java.util.List;
+
+/**
+ * 历史消息
+ */
+
+@Entity
+public interface AiMessage extends BaseEntity {
+
+    /**
+     * 消息类型(用户/助手/系统)
+     */
+    MessageType type();
+
+    /**
+     * 消息内容
+     */
+    String textContent();
+
+    @Serialized
+    @Null
+    List<Media> medias();
+
+    @IdView
+    String sessionId();
+
+    /**
+     * 会话
+     */
+    @ManyToOne
+    @JoinColumn(name = "ai_session_id")
+    @OnDissociate(DissociateAction.DELETE)
+    AiSession session();
+
+    @Data
+    @Accessors(chain = true)
+    class Media {
+        public String type;
+        public String data;
+    }
+}
+

src/main/java/io/github/qifan777/knowledge/ai/message/AiMessageChatMemory.java

@@ -0,0 +1,98 @@
+package io.github.qifan777.knowledge.ai.message;
+
+import cn.hutool.core.collection.CollectionUtil;
+import io.qifan.infrastructure.common.exception.BusinessException;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import org.springframework.ai.chat.memory.ChatMemory;
+import org.springframework.ai.chat.messages.*;
+import org.springframework.ai.model.Media;
+import org.springframework.http.MediaType;
+import org.springframework.stereotype.Service;
+
+import java.net.URL;
+import java.util.ArrayList;
+import java.util.List;
+
+@Service
+@AllArgsConstructor
+public class AiMessageChatMemory implements ChatMemory {
+    private final AiMessageRepository messageRepository;
+
+    public static AiMessage toAiMessage(Message message, String sessionId) {
+        return AiMessageDraft.$.produce(draft -> {
+            draft.setSessionId(sessionId)
+                    .setTextContent(message.getText())
+                    .setType(message.getMessageType())
+                    .setMedias(new ArrayList<>());
+            if (message instanceof UserMessage userMessage &&
+                !CollectionUtil.isEmpty(userMessage.getMedia())) {
+                List<AiMessage.Media> mediaList = userMessage
+                        .getMedia()
+                        .stream()
+                        .map(media -> new AiMessage.Media()
+                                .setType(media.getMimeType().getType())
+                                .setData(media.getData().toString()))
+                        .toList();
+                draft.setMedias(mediaList);
+            }
+        });
+    }
+
+    public static Message toSpringAiMessage(AiMessage aiMessage) {
+        List<Media> mediaList = new ArrayList<>();
+        if (!CollectionUtil.isEmpty(aiMessage.medias())) {
+            mediaList = aiMessage.medias().stream().map(AiMessageChatMemory::toSpringAiMedia).toList();
+        }
+        if (aiMessage.type().equals(MessageType.ASSISTANT)) {
+            return new AssistantMessage(aiMessage.textContent());
+        }
+        if (aiMessage.type().equals(MessageType.USER)) {
+            return new UserMessage(aiMessage.textContent(), mediaList);
+        }
+        if (aiMessage.type().equals(MessageType.SYSTEM)) {
+            return new SystemMessage(aiMessage.textContent());
+        }
+        throw new BusinessException("不支持的消息类型");
+    }
+
+    @SneakyThrows
+    public static Media toSpringAiMedia(AiMessage.Media media) {
+        return new Media(new MediaType(media.getType()), new URL(media.getData()));
+    }
+
+    /**
+     * 不实现，手动前端发起请求保存用户的消息和大模型回复的消息
+     */
+    @Override
+    public void add(String conversationId, List<Message> messages) {
+    }
+
+    /**
+     * 查询会话内的消息最新n条历史记录
+     *
+     * @param conversationId 会话id
+     * @param lastN          最近n条
+     * @return org.springframework.ai.chat.messages.Message格式的消息
+     */
+    @Override
+    public List<Message> get(String conversationId, int lastN) {
+        return messageRepository
+                // 查询会话内的最新n条消息
+                .findBySessionId(conversationId, lastN)
+                .stream()
+                // 转成Message对象
+                .map(AiMessageChatMemory::toSpringAiMessage)
+                .toList();
+    }
+
+    /**
+     * 清除会话内的消息
+     *
+     * @param conversationId 会话id
+     */
+    @Override
+    public void clear(String conversationId) {
+        messageRepository.deleteBySessionId(conversationId);
+    }
+}

src/main/java/io/github/qifan777/knowledge/ai/message/AiMessageController.java

@@ -0,0 +1,163 @@
+package io.github.qifan777.knowledge.ai.message;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import io.github.qifan777.knowledge.ai.agent.Agent;
+import io.github.qifan777.knowledge.ai.message.dto.AiMessageInput;
+import io.github.qifan777.knowledge.ai.message.dto.AiMessageWrapper;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;
+import org.springframework.ai.chat.client.advisor.QuestionAnswerAdvisor;
+import org.springframework.ai.chat.messages.Message;
+import org.springframework.ai.chat.messages.UserMessage;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.ai.chat.model.ChatResponse;
+import org.springframework.ai.chat.prompt.PromptTemplate;
+import org.springframework.ai.model.Media;
+import org.springframework.ai.reader.tika.TikaDocumentReader;
+import org.springframework.ai.vectorstore.SearchRequest;
+import org.springframework.ai.vectorstore.VectorStore;
+import org.springframework.beans.factory.annotation.Qualifier;
+import org.springframework.context.ApplicationContext;
+import org.springframework.core.io.InputStreamResource;
+import org.springframework.http.MediaType;
+import org.springframework.http.codec.ServerSentEvent;
+import org.springframework.util.CollectionUtils;
+import org.springframework.web.bind.annotation.*;
+import org.springframework.web.multipart.MultipartFile;
+import reactor.core.publisher.Flux;
+
+import java.util.Map;
+
+@RequestMapping("message")
+@RestController
+@AllArgsConstructor
+@Slf4j
+public class AiMessageController {
+    private final AiMessageChatMemory chatMemory;
+    private final ChatModel chatModel;
+    //    private final ImageModel imageModel;
+    private final VectorStore vectorStore;
+    private final ObjectMapper objectMapper;
+    private final AiMessageRepository messageRepository;
+    private final ApplicationContext applicationContext;
+
+    @DeleteMapping("history/{sessionId}")
+    public void deleteHistory(@PathVariable String sessionId) {
+        chatMemory.clear(sessionId);
+    }
+
+    /**
+     * 消息保存
+     *
+     * @param input 用户发送的消息/AI回复的消息
+     */
+    @PostMapping
+    public void save(@RequestBody AiMessageInput input) {
+        messageRepository.save(input.toEntity());
+    }
+
+//    @PostMapping("chat/image")
+//    public String textToImageChat(@RequestBody AiMessageInput input) {
+//        return imageModel.call(new ImagePrompt(input.getTextContent())).getResult().getOutput().getUrl();
+//    }
+
+    /**
+     * 为了支持文件问答，需要同时接收json（AiMessageWrapper json体）和 MultipartFile（文件）
+     * Content-Type 从 application/json 修改为 multipart/form-data
+     * 之前接收请求参数是用@RequestBody, 现在使用@RequestPart 接收json字符串再手动转成AiMessageWrapper.
+     * SpringMVC的@RequestPart是支持自动将Json字符串转换为Java对象，也就是说可以等效`@RequestBody`，
+     * 但是由于前端FormData无法设置Part的Content-Type，所以只能手动转json字符串再转成Java对象。
+     *
+     * @param input 消息包含文本信息，会话id，多媒体信息（图片语言）。参考src/main/dto/AiMessage.dto
+     * @param file  文件问答
+     * @return SSE流
+     */
+    @SneakyThrows
+    @PostMapping(value = "chat", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    public Flux<ServerSentEvent<String>> chat(@RequestPart String input, @RequestPart(required = false) MultipartFile file) {
+        AiMessageWrapper aiMessageWrapper = objectMapper.readValue(input, AiMessageWrapper.class);
+        String[] functionBeanNames = new String[0];
+        // 如果启用Agent则获取Agent的bean
+        if (aiMessageWrapper.getParams().getEnableAgent()) {
+            // 获取带有Agent注解的bean
+            Map<String, Object> beansWithAnnotation = applicationContext.getBeansWithAnnotation(Agent.class);
+            functionBeanNames = new String[beansWithAnnotation.size()];
+            functionBeanNames = beansWithAnnotation.keySet().toArray(functionBeanNames);
+        }
+        return ChatClient.create(chatModel).prompt()
+                // 启用文件问答
+                .system(promptSystemSpec -> useFile(promptSystemSpec, file))
+                .user(promptUserSpec -> toPrompt(promptUserSpec, aiMessageWrapper.getMessage()))
+                // agent列表
+                .functions(functionBeanNames)
+                .advisors(advisorSpec -> {
+                    // 使用历史消息
+                    useChatHistory(advisorSpec, aiMessageWrapper.getMessage().getSessionId());
+                    // 使用向量数据库
+                    useVectorStore(advisorSpec, aiMessageWrapper.getParams().getEnableVectorStore());
+                })
+                .stream()
+                .chatResponse()
+                .map(chatResponse -> ServerSentEvent.builder(toJson(chatResponse))
+                        // 和前端监听的事件相对应
+                        .event("message")
+                        .build());
+    }
+
+    @SneakyThrows
+    public String toJson(ChatResponse response) {
+        return objectMapper.writeValueAsString(response);
+    }
+
+    public void toPrompt(ChatClient.PromptUserSpec promptUserSpec, AiMessageInput input) {
+        // AiMessageInput转成Message
+        Message message = AiMessageChatMemory.toSpringAiMessage(input.toEntity());
+        if (message instanceof UserMessage userMessage &&
+            !CollectionUtils.isEmpty(userMessage.getMedia())) {
+            // 用户发送的图片/语言
+            Media[] medias = new Media[userMessage.getMedia().size()];
+            promptUserSpec.media(userMessage.getMedia().toArray(medias));
+        }
+        // 用户发送的文本
+        promptUserSpec.text(message.getText());
+    }
+
+    public void useChatHistory(ChatClient.AdvisorSpec advisorSpec, String sessionId) {
+        // 1. 如果需要存储会话和消息到数据库，自己可以实现ChatMemory接口，这里使用自己实现的AiMessageChatMemory，数据库存储。
+        // 2. 传入会话id，MessageChatMemoryAdvisor会根据会话id去查找消息。
+        // 3. 只需要携带最近10条消息
+        // MessageChatMemoryAdvisor会在消息发送给大模型之前，从ChatMemory中获取会话的历史消息，然后一起发送给大模型。
+        advisorSpec.advisors(new MessageChatMemoryAdvisor(chatMemory, sessionId, 10));
+    }
+
+    public void useVectorStore(ChatClient.AdvisorSpec advisorSpec, Boolean enableVectorStore) {
+        if (!enableVectorStore) return;
+        // question_answer_context是一个占位符，会替换成向量数据库中查询到的文档。QuestionAnswerAdvisor会替换。
+        String promptWithContext = """
+                下面是上下文信息
+                ---------------------
+                {question_answer_context}
+                ---------------------
+                给定的上下文和提供的历史信息，而不是事先的知识，回复用户的意见。如果答案不在上下文中，告诉用户你不能回答这个问题。
+                """;
+        advisorSpec.advisors(new QuestionAnswerAdvisor(vectorStore, SearchRequest.builder().build(), promptWithContext));
+    }
+
+    @SneakyThrows
+    public void useFile(ChatClient.PromptSystemSpec spec, MultipartFile file) {
+        if (file == null) return;
+        String content = new TikaDocumentReader(new InputStreamResource(file.getInputStream())).get().get(0).getText();
+        Message message = new PromptTemplate("""
+                已下内容是额外的知识，在你回答问题时可以参考下面的内容
+                ---------------------
+                {context}
+                ---------------------
+                """)
+                .createMessage(Map.of("context", content));
+        spec.text(message.getText());
+    }
+
+}

src/main/java/io/github/qifan777/knowledge/ai/message/AiMessageRepository.java

@@ -0,0 +1,25 @@
+package io.github.qifan777.knowledge.ai.message;
+
+import org.babyfish.jimmer.spring.repository.JRepository;
+
+import java.util.List;
+
+public interface AiMessageRepository extends JRepository<AiMessage, String> {
+    AiMessageTable t = AiMessageTable.$;
+
+    default List<AiMessage> findBySessionId(String sessionId, int lastN) {
+        return sql()
+                .createQuery(t)
+                .where(t.sessionId().eq(sessionId))
+                .orderBy(t.createdTime().asc())
+                .select(t)
+                .limit(lastN)
+                .execute();
+    }
+
+    default Integer deleteBySessionId(String sessionId) {
+        return sql().createDelete(t)
+                .where(t.sessionId().eq(sessionId))
+                .execute();
+    }
+}

src/main/java/io/github/qifan777/knowledge/ai/message/MessageInputWrapper.java

@@ -0,0 +1,10 @@
+package io.github.qifan777.knowledge.ai.message;
+
+import lombok.Data;
+
+@Data
+public class MessageInputWrapper {
+    AiMessage message;
+
+
+}

src/main/java/io/github/qifan777/knowledge/ai/message/dto/AiMessageParams.java

@@ -0,0 +1,9 @@
+package io.github.qifan777.knowledge.ai.message.dto;
+
+import lombok.Data;
+
+@Data
+public class AiMessageParams {
+    Boolean enableVectorStore;
+    Boolean enableAgent;
+}

src/main/java/io/github/qifan777/knowledge/ai/message/dto/AiMessageWrapper.java

@@ -0,0 +1,9 @@
+package io.github.qifan777.knowledge.ai.message.dto;
+
+import lombok.Data;
+
+@Data
+public class AiMessageWrapper {
+    AiMessageInput message;
+    AiMessageParams params;
+}

src/main/java/io/github/qifan777/knowledge/ai/session/AiSession.java

@@ -0,0 +1,29 @@
+package io.github.qifan777.knowledge.ai.session;
+
+import io.github.qifan777.knowledge.ai.message.AiMessage;
+import io.github.qifan777.knowledge.infrastructure.jimmer.BaseEntity;
+import org.babyfish.jimmer.sql.Entity;
+import org.babyfish.jimmer.sql.OneToMany;
+import org.babyfish.jimmer.sql.OrderedProp;
+
+import java.util.List;
+
+/**
+ * 会话
+ */
+@Entity
+public interface AiSession extends BaseEntity {
+
+    /**
+     * 会话名称
+     */
+    String name();
+
+    /**
+     * 一对多关联消息，按创建时间升序
+     */
+
+    @OneToMany(mappedBy = "session", orderedProps = @OrderedProp(value = "createdTime"))
+    List<AiMessage> messages();
+}
+

src/main/java/io/github/qifan777/knowledge/ai/session/AiSessionController.java

@@ -0,0 +1,55 @@
+package io.github.qifan777.knowledge.ai.session;
+
+import io.github.qifan777.knowledge.ai.session.dto.AiSessionInput;
+import io.qifan.infrastructure.common.exception.BusinessException;
+import lombok.AllArgsConstructor;
+import org.babyfish.jimmer.client.FetchBy;
+import org.springframework.web.bind.annotation.*;
+
+import java.util.List;
+
+@RequestMapping("session")
+@RestController
+@AllArgsConstructor
+public class AiSessionController {
+    private final AiSessionRepository sessionRepository;
+
+    /**
+     * 根据id查询会话
+     * @param id 会话id
+     * @return 会话信息
+     */
+    @GetMapping("{id}")
+    public @FetchBy(value = "FETCHER", ownerType = AiSessionRepository.class) AiSession findById(@PathVariable String id) {
+        return sessionRepository.findById(id, AiSessionRepository.FETCHER).orElseThrow(() -> new BusinessException("会话不存在"));
+    }
+
+    /**
+     * 保存会话
+     * @param input 会话dto参考src/main/dto/AiSession.dto
+     * @return 创建后的id
+     */
+    @PostMapping("save")
+    public String save(@RequestBody AiSessionInput input) {
+        return sessionRepository.save(input.toEntity()).id();
+    }
+
+    /**
+     * 查询当前登录用户的会话
+     *
+     * @return 会话列表
+     */
+    @GetMapping("user")
+    public List<@FetchBy(value = "FETCHER", ownerType = AiSessionRepository.class) AiSession> findByUser() {
+        return sessionRepository.findByUser();
+    }
+
+    /**
+     * 批量删除会话
+     * @param ids 会话id列表
+     */
+    @DeleteMapping
+    public void delete(@RequestBody List<String> ids) {
+        sessionRepository.deleteByIds(ids);
+    }
+}

src/main/java/io/github/qifan777/knowledge/ai/session/AiSessionRepository.java

@@ -0,0 +1,20 @@
+package io.github.qifan777.knowledge.ai.session;
+
+import cn.dev33.satoken.stp.StpUtil;
+import io.github.qifan777.knowledge.ai.message.AiMessageFetcher;
+import org.babyfish.jimmer.spring.repository.JRepository;
+
+import java.util.List;
+
+public interface AiSessionRepository extends JRepository<AiSession, String> {
+    AiSessionTable t = AiSessionTable.$;
+    AiSessionFetcher FETCHER = AiSessionFetcher.$.allScalarFields()
+            .messages(AiMessageFetcher.$.allScalarFields().sessionId());
+
+    default List<AiSession> findByUser() {
+        return sql().createQuery(t)
+                .where(t.creatorId().eq(StpUtil.getLoginIdAsString()))
+                .select(t.fetch(FETCHER))
+                .execute();
+    }
+}

src/main/java/io/github/qifan777/knowledge/code/CodeAssistantAgent.java

@@ -0,0 +1,35 @@
+package io.github.qifan777.knowledge.code;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonPropertyDescription;
+import io.github.qifan777.knowledge.ai.agent.AbstractAgent;
+import io.github.qifan777.knowledge.ai.agent.Agent;
+import io.github.qifan777.knowledge.code.analyze.AnalyzeFunction;
+import io.github.qifan777.knowledge.code.arthas.ArthasFunction;
+import lombok.AllArgsConstructor;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.context.annotation.Description;
+
+import java.util.function.Function;
+
+@Description("提供有关于Java代码的评审分析，在线诊断异常相关的回答")
+@Agent
+@AllArgsConstructor
+public class CodeAssistantAgent extends AbstractAgent implements Function<CodeAssistantAgent.Request, String> {
+    private final ChatModel chatModel;
+
+    @Override
+    public String apply(Request request) {
+        return ChatClient.create(chatModel)
+                .prompt()
+                .user(request.query())
+                .functions(getFunctions(AnalyzeFunction.class, ArthasFunction.class))
+                .call()
+                .content();
+    }
+
+    public record Request(
+            @JsonProperty(required = true) @JsonPropertyDescription(value = "用户原始的提问") String query) {
+    }
+}

src/main/java/io/github/qifan777/knowledge/code/analyze/AnalyzeController.java

@@ -0,0 +1,33 @@
+package io.github.qifan777.knowledge.code.analyze;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import org.springframework.http.MediaType;
+import org.springframework.http.codec.ServerSentEvent;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+import reactor.core.publisher.Flux;
+
+@RestController
+@RequestMapping("analyze")
+@AllArgsConstructor
+public class AnalyzeController {
+    private final AnalyzeFunction analyzeFunction;
+    private final ObjectMapper objectMapper;
+
+    @GetMapping(produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    public Flux<ServerSentEvent<String>> analyzeTask(@RequestParam String path) {
+        return analyzeFunction.analyze(path)
+                .map(content -> ServerSentEvent.builder(toJson(content))
+                        .event("message")
+                        .build());
+    }
+
+    @SneakyThrows
+    public String toJson(AnalyzeFunction.AnalyzeResult result) {
+        return objectMapper.writeValueAsString(result);
+    }
+}

src/main/java/io/github/qifan777/knowledge/code/analyze/AnalyzeFunction.java

@@ -0,0 +1,144 @@
+package io.github.qifan777.knowledge.code.analyze;
+
+import cn.hutool.core.io.FileUtil;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonPropertyDescription;
+import com.github.javaparser.ast.body.ClassOrInterfaceDeclaration;
+import io.github.qifan777.knowledge.code.graph.entity.MethodNode;
+import io.github.qifan777.knowledge.code.graph.service.CodeGraphService;
+import io.github.qifan777.knowledge.infrastructure.code.CodeAssistantProperties;
+import io.github.qifan777.knowledge.infrastructure.code.JavaParserUtils;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.ai.chat.prompt.PromptTemplate;
+import org.springframework.context.annotation.Description;
+import org.springframework.stereotype.Service;
+import reactor.core.publisher.Flux;
+
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Path;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.Executor;
+import java.util.concurrent.Executors;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+
+@Description("评审分析给定的java文件")
+@Service
+@AllArgsConstructor
+@Slf4j
+public class AnalyzeFunction implements Function<AnalyzeFunction.Request, String> {
+    private final CodeAssistantProperties properties;
+    private final CodeGraphService codeGraphService;
+    // 防止页面多次调用开启多个线程token消耗过多，demo使用单线程
+    private final Executor executor = Executors.newSingleThreadExecutor();
+    private final ChatModel chatModel;
+
+    public record Request(@JsonProperty(required = true)
+                          @JsonPropertyDescription("java文件路径如：src/main/java/xxx.java") String path) {
+    }
+
+    /**
+     * 重定向到下面的网页进行展示分析结果，由于一个类里面可能有很多个方法，分析的单位是按照方法来分析，因此单独做一个页面来展示分析结果。
+     *
+     * @param request the function argument
+     * @return 重定向链接
+     */
+    @Override
+    public String apply(Request request) {
+        return "请在下面的网页链接查看评审结果：http://localhost:5177/#/analyze?path=" + request.path;
+    }
+
+    /**
+     * 创建一个结果分析流，另起一个线程开启解析java文件，获取主类中的所有方法，然后分析方法调用得到分析结果，推流到前端。
+     *
+     * @param filePath java文件路径 如：io.qifan.github777.UserController.java
+     * @return Flux<AnalyzeResult> 结果分析流
+     */
+    @SneakyThrows
+    public Flux<AnalyzeResult> analyze(String filePath) {
+        log.info("正在评审文件：{}", filePath);
+        return Flux.create(fluxSink -> executor.execute(() -> {
+            JavaParserUtils.parse(Path.of(properties.getProject().getProjectPath(), "src", "main", "java", filePath))
+                    .getResult()
+                    .map(compilationUnit -> compilationUnit.findAll(ClassOrInterfaceDeclaration.class))
+                    // 只分析主类, 可能java文件中一个类都没有，因此返回的是一个Optional。如果不使用FlatMap，会直接返回一个Optional<Optional<ClassOrInterfaceDeclaration>>，
+                    // 因此需要使用flatMap，是的返回结果变成Optional<ClassOrInterfaceDeclaration>
+                    .flatMap(classOrInterfaceDeclarations -> classOrInterfaceDeclarations.stream().findFirst())
+                    // 由于类可能是匿名内部类，这边过滤一下。下面可以直接使用get()。当然实际上这个地方的主类类名肯定是存在的，但是为了写法严谨我还是判断了一下
+                    .filter(classOrInterfaceDeclaration -> classOrInterfaceDeclaration.getFullyQualifiedName().isPresent())
+                    // 获取到类名，并遍历所有方法
+                    .map(classOrInterfaceDeclaration -> {
+                        String fullyQualifiedName = classOrInterfaceDeclaration
+                                .getFullyQualifiedName().get();
+                        return classOrInterfaceDeclaration
+                                .getMethods()
+                                .stream()
+                                .map(methodDeclaration -> fullyQualifiedName + "#" + methodDeclaration.getNameAsString())
+                                .toList();
+                    })
+                    .ifPresentOrElse(methodIds -> {
+                        methodIds.forEach(methodId -> {
+                            analyzeMethod(methodId).doOnNext(fluxSink::next).blockLast();
+                        });
+                    }, () -> {
+                        // 如果没有主类（Class Or Interface），则直接分析整个文件，或者不是Java文件（Mapper.xml）
+                        fluxSink.next(analyzeFile(filePath));
+                    });
+            // 完成
+            fluxSink.complete();
+        }));
+    }
+
+    /**
+     * 分析单个方法调用
+     *
+     * @param methodId 方法ID
+     * @return 分析结果流
+     */
+    public Flux<AnalyzeResult> analyzeMethod(String methodId) {
+        List<MethodNode> childMethods = codeGraphService.findChildMethods(methodId);
+        String prompt = new PromptTemplate("""
+                请你根据{methodId}的调用链评审代码，并给出你的改进建议，并且附带修改后的代码片段，用中文回答。
+                {methodChains}
+                """)
+                .createMessage(Map.of("methodChains", childMethods
+                                .stream()
+                                .map(MethodNode::getContent)
+                                .distinct()
+                                .collect(Collectors.joining("\n")),
+                        "methodId", methodId))
+                .getContent();
+        log.info("评审方法: {}", prompt);
+        String content = childMethods.stream().filter(m -> m.getId().equals(methodId)).findFirst().orElseThrow().getContent();
+        return chatModel.stream(prompt).map(response -> new AnalyzeResult(methodId, response, methodId.split("#")[0], content));
+    }
+
+    public AnalyzeResult analyzeFile(String filePath) {
+        String fileContent = FileUtil.readString(Path.of(properties.getProject().getProjectPath(), filePath).toFile(), StandardCharsets.UTF_8);
+        String prompt = new PromptTemplate("""
+                请你评审一下该提交文件是否有可以改进的地方，并且附带修改后的代码片段，没有请回答无，用中文回答。
+                {content}
+                """)
+                .createMessage(Map.of("content", fileContent)).getContent();
+        log.info("评审文件提示词: {}", prompt);
+        String result = chatModel.call(prompt);
+        log.info("文件分析结果: {}", result);
+        return new AnalyzeResult(filePath, result, filePath, fileContent);
+    }
+
+    @Data
+    @AllArgsConstructor
+    public static class AnalyzeResult {
+        private String id;
+        private String content;
+        private String fileName;
+        private String fileContent;
+    }
+
+
+}

src/main/java/io/github/qifan777/knowledge/code/arthas/ArthasFunction.java

@@ -0,0 +1,170 @@
+package io.github.qifan777.knowledge.code.arthas;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonPropertyDescription;
+import com.fasterxml.jackson.databind.JsonNode;
+import io.github.qifan777.knowledge.code.graph.entity.MethodNode;
+import io.github.qifan777.knowledge.code.graph.service.CodeGraphService;
+import io.github.qifan777.knowledge.infrastructure.code.CodeAssistantProperties;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.experimental.Accessors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.ai.chat.prompt.PromptTemplate;
+import org.springframework.context.annotation.Description;
+import org.springframework.http.HttpEntity;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpMethod;
+import org.springframework.stereotype.Service;
+import org.springframework.web.client.RestTemplate;
+
+import java.nio.charset.StandardCharsets;
+import java.util.Base64;
+import java.util.List;
+import java.util.Map;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+
+@Slf4j
+@Service
+@AllArgsConstructor
+@Description("诊断方法出现异常的原因")
+public class ArthasFunction implements Function<ArthasFunction.Request, String> {
+    private final CodeGraphService codeGraphService;
+    private final CodeAssistantProperties properties;
+    private final ChatModel chatModel;
+
+    public record Request(@JsonProperty(required = true)
+                          @JsonPropertyDescription("类名") String className,
+                          @JsonProperty(required = true)
+                          @JsonPropertyDescription("类名") String methodName) {
+    }
+
+    @Override
+    public String apply(Request request) {
+        String methodId = request.className + "#" + request.methodName;
+        log.info("监听目标：{}", methodId);
+        JobResult jobResult = startWatch(request.className, request.methodName);
+        if (jobResult == null) {
+            return "无异常信息";
+        }
+        String analyzeResult = jobResult
+                .getBody()
+                .getResults()
+                .stream()
+                .filter(r -> r.getType().equals("tt"))
+                .findFirst()
+                .map(result -> {
+                    String methods = codeGraphService.findChildMethods(methodId).stream().map(MethodNode::getContent)
+                            .distinct()
+                            .collect(Collectors.joining("\n"));
+                    TimeFragment timeFragment = result.getTimeFragmentList().get(0);
+                    String content = new PromptTemplate("""
+                            根据下面提供的内容分析异常原因，回答结果用中文
+                            方法名称：{methodName}
+                            方法调用链: {methods}
+                            方法参数：{params}
+                            异常信息：{exp}
+                            """)
+                            .createMessage(Map.of("methodName", timeFragment.getMethodName(),
+                                    "methods", methods,
+                                    "params", timeFragment.getParams().stream().map(param -> param.getObject() == null ? "" : param.getObject().toString()).collect(Collectors.joining("\n")),
+                                    "exp", timeFragment.getThrowExp()))
+                            .getContent();
+                    log.info("代码诊断prompt: {}", content);
+                    return chatModel.call(content);
+                })
+                .orElse("无异常信息");
+        log.info("诊断结果: {}", analyzeResult);
+        return analyzeResult;
+    }
+
+
+    public JobResult startWatch(String className, String method) {
+        CodeAssistantProperties.ArthasProperties arthasProperties = properties.getArthas();
+        RestTemplate restTemplate = new RestTemplate();
+        String encode = Base64.getEncoder().encodeToString((arthasProperties.getUsername() + ":" + arthasProperties.getPassword()).getBytes(StandardCharsets.UTF_8));
+        ArthasRequest arthasRequest = new ArthasRequest().setAction("exec").setCommand("tt -t " + className + " " + method + " -n 1");
+        HttpHeaders httpHeaders = new HttpHeaders();
+        httpHeaders.add("Authorization", "Basic " + encode);
+        HttpEntity<ArthasRequest> requestHttpEntity = new HttpEntity<>(arthasRequest, httpHeaders);
+        return restTemplate.exchange(arthasProperties.getUrl(), HttpMethod.POST, requestHttpEntity, JobResult.class).getBody();
+
+    }
+
+    @Accessors(chain = true)
+    @Data
+    public static class ArthasRequest {
+        private String action;
+        private String command;
+    }
+
+    @Data
+    public static class JobResult {
+        @JsonProperty("body")
+        private Body body;
+        private String message;
+        private String sessionId;
+        private String state;
+    }
+
+    @Data
+    public static class Body {
+        @JsonProperty("command")
+        private String command;
+        private int jobId;
+        private String jobStatus;
+        @JsonProperty("results")
+        private List<Result> results;
+        @JsonProperty("timeExpired")
+        private boolean timeExpired;
+        private int timeout;
+    }
+
+    @Data
+    public static class Result {
+        private Effect effect;
+        private int jobId;
+        private boolean success;
+        private String type;
+        @JsonProperty("timeFragmentList")
+        private List<TimeFragment> timeFragmentList;
+        private int statusCode;
+        private boolean first;
+    }
+
+    @Data
+    public static class Effect {
+        private int classCount;
+        private int cost;
+        private int listenerId;
+        private int methodCount;
+    }
+
+    @Data
+    public static class TimeFragment {
+        private String className;
+        private double cost;
+        private int index;
+        private String methodName;
+        private String object;
+        private List<Param> params;
+        @JsonProperty("return")
+        private boolean isReturn;
+        private String returnObj;
+        @JsonProperty("throw")
+        private boolean isThrow;
+        @JsonProperty("throwExp")
+        private String throwExp;
+        @JsonProperty("timestamp")
+        private String timestamp;
+    }
+
+    @Data
+    public static class Param {
+        private int expand;
+        private JsonNode object;
+    }
+
+}

src/main/java/io/github/qifan777/knowledge/code/graph/controller/CodeGraphController.java

@@ -0,0 +1,22 @@
+package io.github.qifan777.knowledge.code.graph.controller;
+
+import io.github.qifan777.knowledge.code.graph.service.CodeGraphService;
+import lombok.AllArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequestMapping("code/graph")
+@AllArgsConstructor
+@Slf4j
+public class CodeGraphController {
+    private final CodeGraphService codeGraphService;
+
+    @PostMapping("build")
+    public String buildGraph() {
+        codeGraphService.buildGraph();
+        return "SUCCESS";
+    }
+}

src/main/java/io/github/qifan777/knowledge/code/graph/entity/ClassNode.java

@@ -0,0 +1,23 @@
+package io.github.qifan777.knowledge.code.graph.entity;
+
+import lombok.Data;
+import lombok.experimental.Accessors;
+import org.springframework.data.neo4j.core.schema.Id;
+import org.springframework.data.neo4j.core.schema.Node;
+import org.springframework.data.neo4j.core.schema.Relationship;
+
+import java.util.List;
+
+@Node
+@Data
+@Accessors(chain = true)
+public class ClassNode {
+    @Id
+    private String id;
+    private String name;
+    private String content;
+    @Relationship(direction = Relationship.Direction.OUTGOING, type = "OWNS")
+    private List<MethodNode> ownsMethodNodes;
+    @Relationship(direction = Relationship.Direction.OUTGOING, type = "IMPORTS")
+    private List<ClassNode> importNodes;
+}

src/main/java/io/github/qifan777/knowledge/code/graph/entity/MethodNode.java

@@ -0,0 +1,22 @@
+package io.github.qifan777.knowledge.code.graph.entity;
+
+import lombok.Data;
+import lombok.experimental.Accessors;
+import org.springframework.data.neo4j.core.schema.Id;
+import org.springframework.data.neo4j.core.schema.Node;
+import org.springframework.data.neo4j.core.schema.Relationship;
+
+import java.util.List;
+
+@Node
+@Data
+@Accessors(chain = true)
+public class MethodNode {
+    @Id
+    private String id;
+    private String name;
+    private String comment;
+    private String content;
+    @Relationship(direction = Relationship.Direction.OUTGOING, type = "USES")
+    private List<MethodNode> usesMethodNodes;
+}

src/main/java/io/github/qifan777/knowledge/code/graph/repository/ClassNodeRepository.java

@@ -0,0 +1,7 @@
+package io.github.qifan777.knowledge.code.graph.repository;
+
+import io.github.qifan777.knowledge.code.graph.entity.ClassNode;
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+
+public interface ClassNodeRepository extends Neo4jRepository<ClassNode,String> {
+}

src/main/java/io/github/qifan777/knowledge/code/graph/repository/MethodNodeRepository.java

@@ -0,0 +1,8 @@
+package io.github.qifan777.knowledge.code.graph.repository;
+
+import io.github.qifan777.knowledge.code.graph.entity.MethodNode;
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+
+public interface MethodNodeRepository extends Neo4jRepository<MethodNode, String> {
+
+}

src/main/java/io/github/qifan777/knowledge/code/graph/service/CodeGraphBuilder.java

@@ -0,0 +1,276 @@
+package io.github.qifan777.knowledge.code.graph.service;
+
+import com.github.javaparser.JavaParser;
+import com.github.javaparser.ast.ImportDeclaration;
+import com.github.javaparser.ast.body.ClassOrInterfaceDeclaration;
+import com.github.javaparser.ast.body.MethodDeclaration;
+import com.github.javaparser.ast.comments.Comment;
+import com.github.javaparser.ast.expr.AnnotationExpr;
+import com.github.javaparser.ast.expr.Expression;
+import com.github.javaparser.ast.expr.MethodCallExpr;
+import io.github.qifan777.knowledge.code.graph.entity.ClassNode;
+import io.github.qifan777.knowledge.code.graph.entity.MethodNode;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.w3c.dom.Document;
+import org.w3c.dom.NodeList;
+
+import javax.xml.parsers.DocumentBuilder;
+import javax.xml.parsers.DocumentBuilderFactory;
+import javax.xml.transform.OutputKeys;
+import javax.xml.transform.Transformer;
+import javax.xml.transform.TransformerFactory;
+import javax.xml.transform.dom.DOMSource;
+import javax.xml.transform.stream.StreamResult;
+import java.io.File;
+import java.io.StringWriter;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.*;
+import java.util.stream.Stream;
+
+@Slf4j
+public class CodeGraphBuilder {
+    private final Map<String, String> mapperSqlMap = new HashMap<>();
+    private final Map<String, ClassOrInterfaceDeclaration> classDeclarationMap = new HashMap<>();
+    private final Map<String, ClassNode> classNodeMap = new HashMap<>();
+    private final Map<String, MethodNode> methodNodeMap = new HashMap<>();
+    private final Path projectPath;
+    private final JavaParser javaParser;
+
+    public CodeGraphBuilder(String projectPath, JavaParser javaParser) {
+        this.projectPath = Path.of(projectPath);
+        this.javaParser = javaParser;
+    }
+
+    public record BuildContext(Collection<ClassNode> classNodes, Collection<MethodNode> methodNodes) {
+    }
+
+    /**
+     * 构建java方法关系图谱，包含类节点和类方法节点，类和类之间的引用关系，类和方法之间的归属关系，方法和方法之间的调用关系
+     *
+     * @return 构建好的类节点和类方法节点
+     */
+    @SneakyThrows
+    public BuildContext buildGraph() {
+        // 构建mybatis sql
+        buildMapperSqlMap();
+        try (Stream<Path> pathStream = Files.walk(getJavaSourcePath())) {
+            pathStream.filter(path -> path.toFile().isFile())
+                    .flatMap(path -> getClassDeclarations(path).stream())
+                    .filter(declaration -> declaration.getFullyQualifiedName().isPresent())
+                    .forEach(declaration -> classDeclarationMap.put(declaration.getFullyQualifiedName().get(), declaration));
+
+            classDeclarationMap.values().forEach(this::buildClassNode);
+            classNodeMap
+                    .values()
+                    .forEach(classNode -> {
+                        ClassOrInterfaceDeclaration classOrInterfaceDeclaration = classDeclarationMap.get(classNode.getId());
+                        List<MethodDeclaration> methodDeclarations = classOrInterfaceDeclaration.findAll(MethodDeclaration.class);
+                        List<MethodNode> ownsMethodNodes = methodDeclarations
+                                .stream()
+                                .map(methodDeclaration -> buildMethodNode(methodDeclaration.getNameAsString(), classNode.getId(), methodDeclarations))
+                                .filter(Optional::isPresent)
+                                .map(Optional::get)
+                                .toList();
+                        classNode.setOwnsMethodNodes(ownsMethodNodes);
+                    });
+
+        }
+        return new BuildContext(classNodeMap.values(), methodNodeMap.values());
+    }
+
+    /**
+     * 获取指定路径下的java文件中的所有类声明，一个java文件中可能包含多个类
+     *
+     * @param path java文件路径
+     * @return 类声明列表
+     */
+    @SneakyThrows
+    private List<ClassOrInterfaceDeclaration> getClassDeclarations(Path path) {
+        return javaParser.parse(path.toFile())
+                .getResult()
+                .map(compilationUnit -> compilationUnit.findAll(ClassOrInterfaceDeclaration.class))
+                .filter(list -> !list.isEmpty())
+                .orElse(List.of());
+    }
+
+    /**
+     * 递归构建类节点
+     *
+     * @param declaration 类或者接口声明
+     * @return 类节点
+     */
+    @SneakyThrows
+    private Optional<ClassNode> buildClassNode(ClassOrInterfaceDeclaration declaration) {
+        // 用classNodeMap缓存，避免重复构建
+        if (classNodeMap.containsKey(declaration.getNameAsString())) {
+            return Optional.of(classNodeMap.get(declaration.getNameAsString()));
+        }
+        return declaration
+                .getFullyQualifiedName()
+                .map(qualifiedClasName -> {
+                    ClassNode classNode = new ClassNode().setId(qualifiedClasName)
+                            .setName(declaration.getNameAsString())
+                            .setContent(declaration.toString());
+                    // 缓存类节点
+                    classNodeMap.put(qualifiedClasName, classNode);
+                    List<ClassNode> importClassNodes = declaration
+                            .findAll(ImportDeclaration.class)
+                            .stream()
+                            // 递归构建类节点
+                            .map(importDeclaration -> Optional.ofNullable(classDeclarationMap.get(importDeclaration.getNameAsString()))
+                                    .flatMap(this::buildClassNode))
+                            .filter(Optional::isPresent)
+                            .map(Optional::get)
+                            .toList();
+                    classNode.setImportNodes(importClassNodes);
+                    return classNode;
+                });
+    }
+
+    /**
+     * 递归构建方法节点
+     *
+     * @param methodName   方法名称，如login
+     * @param className    方法所在的全限定类名，如io.qifan.xxx.UserService
+     * @param declarations 类中的所有方法，如login、logout等
+     * @return 方法节点
+     */
+    @SneakyThrows
+    private Optional<MethodNode> buildMethodNode(String methodName, String className, List<MethodDeclaration> declarations) {
+        String methodId = className + "#" + methodName;
+        // 用methodNodeMap缓存，避免重复构建
+        if (methodNodeMap.containsKey(methodId)) {
+            return Optional.of(methodNodeMap.get(methodId));
+        }
+        return declarations.stream()
+                .filter(methodDeclaration -> methodDeclaration.getNameAsString().equals(methodName))
+                .findFirst()
+                .map(methodDeclaration -> {
+                    // 获取方法内容，如果是mapper接口则获取方法对应的sql
+                    String content = methodDeclaration.findAll(AnnotationExpr.class)
+                            .stream()
+                            .filter(a -> a.getMetaModel().getQualifiedClassName().equals("org.apache.ibatis.annotations.Mapper"))
+                            .findAny()
+                            .map(annotationExpr -> mapperSqlMap.get(methodId))
+                            .orElse(methodDeclaration.toString());
+                    MethodNode methodNode = new MethodNode()
+                            .setId(methodId)
+                            .setName(methodDeclaration.getNameAsString())
+                            .setContent(content)
+                            .setComment(methodDeclaration.getComment().map(Comment::getContent).orElse(""));
+                    // 缓存方法节点
+                    methodNodeMap.put(methodNode.getId(), methodNode);
+                    // 递归构建方法调用关系
+                    List<MethodNode> usesMethodNodes = methodDeclaration
+                            .findAll(MethodCallExpr.class)
+                            .stream()
+                            .map(this::buildMethodNodeFromMethodCall)
+                            .filter(Optional::isPresent)
+                            .map(Optional::get)
+                            .toList();
+                    methodNode.setUsesMethodNodes(usesMethodNodes);
+                    return methodNode;
+                });
+    }
+
+    /**
+     * userService.login()这段代码指的是methodCall，要获取login()的方法体内容，需要先解析userService中的所有方法，然后取出login方法
+     *
+     * @param methodCallExpr 方法调用表达式
+     * @return 方法节点
+     */
+    public Optional<MethodNode> buildMethodNodeFromMethodCall(MethodCallExpr methodCallExpr) {
+        return methodCallExpr
+                .getScope()
+                .filter(this::checkScopeExist)
+                .flatMap(scope -> buildMethodNode(methodCallExpr.getNameAsString(), scope.calculateResolvedType().asReferenceType().getQualifiedName(), getMethodDeclarationsFromScope(scope)));
+    }
+
+    /**
+     * userService.login(), scope指的是userService. 获取userService中的所有方法
+     *
+     * @param scope 方法所在的对象
+     * @return 方法列表
+     */
+    public List<MethodDeclaration> getMethodDeclarationsFromScope(Expression scope) {
+        return Optional.ofNullable(classDeclarationMap.get(scope.calculateResolvedType()
+                        .asReferenceType().getQualifiedName()))
+                .map(declaration -> declaration.findAll(MethodDeclaration.class))
+                .orElse(List.of());
+    }
+
+    /**
+     * 初始化mybatis mapper xml，提取其中的sql将方法名称和sql语句对应起来
+     */
+    @SneakyThrows
+    private void buildMapperSqlMap() {
+        try (Stream<Path> mapper = Files.walk(getFileInResource("mapper"))) {
+            mapper.filter(path -> path.toString().endsWith(".xml"))
+                    .forEach(file -> {
+                        Document document = parseXMLFileAsDocument(file.toFile());
+                        NodeList selectNodes = document.getDocumentElement().getElementsByTagName("select");
+                        String namespace = document.getDocumentElement().getAttribute("namespace");
+                        extractSqlFromStatement(selectNodes, namespace);
+                        NodeList deleteNodes = document.getDocumentElement().getElementsByTagName("delete");
+                        extractSqlFromStatement(deleteNodes, namespace);
+                        NodeList updateNodes = document.getDocumentElement().getElementsByTagName("update");
+                        extractSqlFromStatement(updateNodes, namespace);
+                    });
+        } catch (Exception ignored) {
+            log.warn("不存在mapper");
+        }
+    }
+
+    /**
+     * 解析mapper xml文件
+     *
+     * @param file mapper文件路径
+     * @return document
+     */
+    @SneakyThrows
+    private Document parseXMLFileAsDocument(File file) {
+        DocumentBuilder builder = DocumentBuilderFactory.newInstance().newDocumentBuilder();
+        return builder.parse(file);
+    }
+
+    /**
+     * 将mapper中的sql语句提取出来，并和sql语句对应的方法名对应起来
+     *
+     * @param nodeList  select/delete/update标签
+     * @param namespace mapper的namespace
+     */
+    @SneakyThrows
+    private void extractSqlFromStatement(NodeList nodeList, String namespace) {
+        TransformerFactory tf = TransformerFactory.newInstance();
+        Transformer transformer = tf.newTransformer();
+        transformer.setOutputProperty(OutputKeys.OMIT_XML_DECLARATION, "yes");
+        for (int i = 0; i < nodeList.getLength(); i++) {
+            StringWriter writer = new StringWriter();
+            transformer.transform(new DOMSource(nodeList.item(i)), new StreamResult(writer));
+            String output = writer.getBuffer().toString().replaceAll("\n|\r", "");
+            mapperSqlMap.put(namespace + "#" + nodeList.item(i).getAttributes().getNamedItem("id").getNodeValue(), output);
+        }
+    }
+
+
+    private Path getJavaSourcePath() {
+        return projectPath.resolve(Path.of("src", "main", "java"));
+    }
+
+    private Path getFileInResource(String fileName) {
+        return projectPath.resolve(Path.of("src", "main", "resources", fileName));
+    }
+
+
+    private boolean checkScopeExist(Expression expression) {
+        try {
+            expression.calculateResolvedType().asReferenceType();
+        } catch (Exception e) {
+            return false;
+        }
+        return true;
+    }
+
+}

src/main/java/io/github/qifan777/knowledge/code/graph/service/CodeGraphService.java

@@ -0,0 +1,60 @@
+package io.github.qifan777.knowledge.code.graph.service;
+
+import io.github.qifan777.knowledge.code.graph.entity.MethodNode;
+import io.github.qifan777.knowledge.code.graph.repository.ClassNodeRepository;
+import io.github.qifan777.knowledge.code.graph.repository.MethodNodeRepository;
+import io.github.qifan777.knowledge.infrastructure.code.CodeAssistantProperties;
+import io.github.qifan777.knowledge.infrastructure.code.JavaParserUtils;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.neo4j.core.Neo4jClient;
+import org.springframework.stereotype.Service;
+
+import java.util.ArrayList;
+import java.util.List;
+
+@Slf4j
+@Service
+@AllArgsConstructor
+public class CodeGraphService {
+    private final ClassNodeRepository classNodeRepository;
+    private final MethodNodeRepository methodNodeRepository;
+    private final Neo4jClient neo4jClient;
+    private final CodeAssistantProperties properties;
+
+    @SneakyThrows
+    public void buildGraph() {
+        methodNodeRepository.deleteAll();
+        classNodeRepository.deleteAll();
+        CodeGraphBuilder.BuildContext buildContext = new CodeGraphBuilder(properties.getProject().getProjectPath(), JavaParserUtils.getJavaParser()).buildGraph();
+        classNodeRepository.saveAll(buildContext.classNodes());
+        log.info("类节点保存完毕: {}", classNodeRepository.count());
+        methodNodeRepository.saveAll(buildContext.methodNodes());
+        log.info("方法节点保存完毕: {}", methodNodeRepository.count());
+    }
+
+    public List<MethodNode> findChildMethods(String methodId) {
+        String cypher = """
+                match window=(m)-[:USES*0..3]->(:MethodNode)
+                where m.id = $methodId
+                with nodes(window) as nodeList
+                unwind nodeList as nodeRows
+                return nodeRows;
+                """;
+        return findMethods(cypher, methodId);
+    }
+
+    public ArrayList<MethodNode> findMethods(String cypher, String methodId) {
+        return new ArrayList<>(neo4jClient.query(cypher)
+                .bind(methodId).to("methodId")
+                .fetchAs(MethodNode.class)
+                .mappedBy((typeSystem, record) -> {
+                    MethodNode methodNode = new MethodNode();
+                    methodNode.setContent(String.valueOf(record.get(0).get("content")));
+                    methodNode.setId(String.valueOf(record.get(0).get("id")).replaceAll("\"", ""));
+                    return methodNode;
+                })
+                .all());
+    }
+}

src/main/java/io/github/qifan777/knowledge/demo/DocumentAnalyzerFunction.java

@@ -0,0 +1,45 @@
+package io.github.qifan777.knowledge.demo;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonPropertyDescription;
+import lombok.Data;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.reader.tika.TikaDocumentReader;
+import org.springframework.context.annotation.Description;
+import org.springframework.core.io.FileSystemResource;
+import org.springframework.stereotype.Service;
+
+import java.util.function.Function;
+
+/**
+ * 通过@Description描述函数的用途，这样ai在多个函数中可以根据描述进行选择。
+ */
+@Description("文档解析函数")
+@Service
+@Slf4j
+public class DocumentAnalyzerFunction implements Function<DocumentAnalyzerFunction.Request, DocumentAnalyzerFunction.Response> {
+    /**
+     * 通过@JsonProperty声明属性名称和是否必填
+     * 通过@JsonPropertyDescription描述属性的用途，这样ai可以提取出符合参数描述的内容。
+     */
+    @Data
+    public static class Request {
+        @JsonProperty(required = true, value = "path")
+        @JsonPropertyDescription(value = "需要解析的本地文件路径")
+        String path;
+    }
+
+    public record Response(String result) {
+    }
+
+    @SneakyThrows
+    @Override
+    public Response apply(Request request) {
+        // ai解析用户的提问得到path参数，使用tika读取本地文件获取内容。把读取到的内容再返回给ai作为上下文去回答用户的问题。
+        TikaDocumentReader tikaDocumentReader = new TikaDocumentReader(new FileSystemResource(request.path));
+        return new Response(tikaDocumentReader.read().get(0).getText());
+    }
+
+
+}

src/main/java/io/github/qifan777/knowledge/demo/DocumentDemoController.java

@@ -0,0 +1,65 @@
+package io.github.qifan777.knowledge.demo;
+
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.ai.document.Document;
+import org.springframework.ai.reader.tika.TikaDocumentReader;
+import org.springframework.ai.transformer.splitter.TokenTextSplitter;
+import org.springframework.ai.vectorstore.VectorStore;
+import org.springframework.core.io.InputStreamResource;
+import org.springframework.web.bind.annotation.*;
+import org.springframework.web.multipart.MultipartFile;
+
+import java.util.List;
+
+@RequestMapping("demo/document")
+@RestController
+@AllArgsConstructor
+@Slf4j
+public class DocumentDemoController {
+    private final VectorStore vectorStore;
+    private final ChatModel chatModel;
+
+    /**
+     * 嵌入文件
+     *
+     * @param file 待嵌入的文件
+     * @return 是否成功
+     */
+    @SneakyThrows
+    @PostMapping("embedding")
+    public Boolean embedding(@RequestParam MultipartFile file) {
+        // 从IO流中读取文件
+        TikaDocumentReader tikaDocumentReader = new TikaDocumentReader(new InputStreamResource(file.getInputStream()));
+        // 将文本内容划分成更小的块
+        List<Document> splitDocuments = new TokenTextSplitter()
+                .apply(tikaDocumentReader.read());
+        // 存入向量数据库，这个过程会自动调用embeddingModel,将文本变成向量再存入。
+        vectorStore.add(splitDocuments);
+        return true;
+    }
+
+    /**
+     * 查询向量数据库
+     *
+     * @param query 用户的提问
+     * @return 匹配到的文档
+     */
+
+    @GetMapping("query")
+    public List<Document> query(@RequestParam String query) {
+        return vectorStore.similaritySearch(query);
+    }
+
+    @GetMapping("chat")
+    public String chat(@RequestParam String query) {
+        return ChatClient.create(chatModel)
+                .prompt(query)
+                .functions("documentAnalyzerFunction")
+                .call()
+                .content();
+    }
+}

src/main/java/io/github/qifan777/knowledge/demo/MessageDemoController.java

@@ -0,0 +1,160 @@
+package io.github.qifan777.knowledge.demo;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import io.github.qifan777.knowledge.ai.message.dto.AiMessageParams;
+import io.github.qifan777.knowledge.ai.message.dto.AiMessageWrapper;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;
+import org.springframework.ai.chat.client.advisor.QuestionAnswerAdvisor;
+import org.springframework.ai.chat.memory.ChatMemory;
+import org.springframework.ai.chat.memory.InMemoryChatMemory;
+import org.springframework.ai.chat.messages.SystemMessage;
+import org.springframework.ai.chat.messages.UserMessage;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.ai.chat.model.ChatResponse;
+import org.springframework.ai.vectorstore.SearchRequest;
+import org.springframework.ai.vectorstore.VectorStore;
+import org.springframework.http.MediaType;
+import org.springframework.http.codec.ServerSentEvent;
+import org.springframework.web.bind.annotation.*;
+import reactor.core.publisher.Flux;
+
+@RequestMapping("demo/message")
+@RestController
+@AllArgsConstructor
+public class MessageDemoController {
+
+    private final ChatModel chatModel;
+
+
+    private final ObjectMapper objectMapper;
+    private final VectorStore vectorStore;
+    // 模拟数据库存储会话和消息
+    private final ChatMemory chatMemory = new InMemoryChatMemory();
+
+    /**
+     * 非流式问答
+     *
+     * @param prompt 用户提问
+     * @return org.springframework.ai.chat.model.ChatResponse
+     */
+    @GetMapping("chat")
+    public String chat(@RequestParam String prompt) {
+        ChatClient chatClient = ChatClient.create(chatModel);
+        return chatClient.prompt()
+                // 输入单条提示词
+                .user(prompt)
+                // call代表非流式问答，返回的结果可以是ChatResponse，也可以是Entity（转成java类型），也可以是字符串直接提取回答结果。
+                .call()
+                .content();
+    }
+
+    /**
+     * 流式问答
+     *
+     * @param prompt 用户提问
+     * @return SSE流式响应
+     */
+    @GetMapping(value = "chat/stream", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    public Flux<ServerSentEvent<String>> chatStream(@RequestParam String prompt) {
+        return ChatClient.create(chatModel).prompt()
+                // 输入多条消息，可以将历史消息记录传入
+                .messages(new SystemMessage("你是一个Java智能助手，应用你的Java知识帮助用户解决问题或者编写程序"),
+                        new UserMessage(prompt))
+                // 流式返回
+                .stream()
+                // 构造SSE（ServerSendEvent）格式返回结果
+                .chatResponse().map(chatResponse -> ServerSentEvent.builder(toJson(chatResponse))
+                        .event("message")
+                        .build());
+    }
+
+    /**
+     * 将流式回答结果转json字符串
+     *
+     * @param chatResponse 流式回答结果
+     * @return String json字符串
+     */
+    @SneakyThrows
+    public String toJson(ChatResponse chatResponse) {
+        return objectMapper.writeValueAsString(chatResponse);
+    }
+
+    /**
+     * 调用自定义函数回答用户的提问
+     *
+     * @param prompt       用户的提问
+     * @param functionName 函数名称（bean的名称，类名小写）
+     * @return SSE流式响应
+     */
+    @GetMapping(value = "chat/stream/function", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    public Flux<ServerSentEvent<String>> chatStreamWithFunction(@RequestParam String prompt, @RequestParam String functionName) {
+        return ChatClient.create(chatModel).prompt()
+                .messages(new UserMessage(prompt))
+                // spring ai会从已注册为bean的function中查找函数，将它添加到请求中。如果成功触发就会调用函数
+                .functions(functionName)
+                .stream()
+                .chatResponse()
+                .map(chatResponse -> ServerSentEvent.builder(toJson(chatResponse))
+                        .event("message")
+                        .build());
+    }
+
+    /**
+     * 从向量数据库中查找文档，并将查询的文档作为上下文回答。
+     *
+     * @param prompt 用户的提问
+     * @return SSE流响应
+     */
+    @GetMapping(value = "chat/stream/database", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    public Flux<ServerSentEvent<String>> chatStreamWithDatabase(@RequestParam String prompt) {
+        // question_answer_context是一个占位符，会替换成向量数据库中查询到的文档。QuestionAnswerAdvisor会替换。
+        String promptWithContext = """
+                下面是上下文信息
+                ---------------------
+                {question_answer_context}
+                ---------------------
+                给定的上下文和提供的历史信息，而不是事先的知识，回复用户的意见。如果答案不在上下文中，告诉用户你不能回答这个问题。
+                """;
+        return ChatClient.create(chatModel).prompt()
+                .user(prompt)
+                .advisors(new QuestionAnswerAdvisor(vectorStore, SearchRequest.builder().build(), promptWithContext))
+                .stream()
+                .content()
+                .map(chatResponse -> ServerSentEvent.builder(chatResponse)
+                        .event("message")
+                        .build());
+    }
+
+    /**
+     * 根据会话id，从数据库中查找历史消息，并将消息作为上下文回答。
+     *
+     * @param prompt    用户的提问
+     * @param sessionId 会话id
+     * @return SSE流响应
+     */
+    @GetMapping(value = "chat/stream/history", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
+    public Flux<ServerSentEvent<String>> chatStreamWithHistory(@RequestParam String prompt,
+                                                               @RequestParam String sessionId) {
+        // 1. 如果需要存储会话和消息到数据库，自己可以实现ChatMemory接口，这里使用InMemoryChatMemory，内存存储。
+        // 2. 传入会话id，MessageChatMemoryAdvisor会根据会话id去查找消息。
+        // 3. 只需要携带最近10条消息
+        var messageChatMemoryAdvisor = new MessageChatMemoryAdvisor(chatMemory, sessionId, 10);
+        return ChatClient.create(chatModel).prompt()
+                .user(prompt)
+                // MessageChatMemoryAdvisor会在消息发送给大模型之前，从ChatMemory中获取会话的历史消息，然后一起发送给大模型。
+                .advisors(messageChatMemoryAdvisor)
+                .stream()
+                .content()
+                .map(chatResponse -> ServerSentEvent.builder(chatResponse)
+                        .event("message")
+                        .build());
+    }
+
+    @PostMapping("ignore")
+    public void ignore(@RequestParam AiMessageWrapper wrapper, @RequestParam AiMessageParams params) {
+    }
+
+}

src/main/java/io/github/qifan777/knowledge/graph/GraphController.java

@@ -0,0 +1,82 @@
+package io.github.qifan777.knowledge.graph;
+
+import io.github.qifan777.knowledge.graph.chunk.ChunkController;
+import io.qifan.infrastructure.common.exception.BusinessException;
+import lombok.AllArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.messages.UserMessage;
+import org.springframework.ai.chat.model.ChatModel;
+import org.springframework.ai.chat.prompt.PromptTemplate;
+import org.springframework.ai.embedding.EmbeddingModel;
+import org.springframework.data.neo4j.core.Neo4jClient;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.util.List;
+import java.util.Map;
+
+@RestController("graph")
+@AllArgsConstructor
+@Slf4j
+public class GraphController {
+    private final EmbeddingModel embeddingModel;
+    private final ChatModel chatModel;
+    private final Neo4jClient neo4jClient;
+    private final PromptTemplate promptTemplate = new PromptTemplate("""
+            Context information is below.
+            ---------------------
+            {question_answer_context}
+            ---------------------
+            Given the context and provided history information and not prior knowledge,
+            reply to the user comment. If the answer is not in the context, inform
+            the user that you can't answer the question.
+            """);
+
+    @GetMapping(value = "chunk/rag")
+    public String chunkRag(@RequestParam String query) {
+        List<Double> embed = ChunkController.floatsToDoubles(embeddingModel.embed(query));
+        String result = neo4jClient.query("""
+                        CALL db.index.vector.queryNodes('form_10k_chunks', 1, $embedding)
+                        yield node, score
+                        match window=(:Chunk)-[:NEXT*0..1]->(node)-[:NEXT*0..1]->(:Chunk)
+                        with nodes(window) as chunkList, node, score
+                        unwind chunkList as chunkRows
+                        with collect(chunkRows.text) as textList, node, score
+                        return apoc.text.join(textList, " \\n ")
+                        """)
+                .bind(embed).to("embedding")
+                .fetchAs(String.class).first()
+                .orElseThrow(() -> new BusinessException("未找到相似文档"));
+        String content = promptTemplate.createMessage(Map.of("question_answer_context", result)).getContent();
+        return chatModel.call(new UserMessage(content + "\n" + query));
+    }
+
+    @GetMapping(value = "manager/rag")
+    public String managerRag(@RequestParam String query) {
+        List<Double> embed = ChunkController.floatsToDoubles(embeddingModel.embed(query));
+        var result = neo4jClient.query("""
+                        CALL db.index.vector.queryNodes('form_10k_chunks', 1, $embedding)
+                        YIELD node, score
+                        MATCH (node)-[:PART_OF]->(f:Form),
+                            (f)<-[:FILED]-(com:Company),
+                            (com)<-[owns:OWNS_STOCK_IN]-(mgr:Manager)
+                        WITH node, score, mgr, owns, com
+                            ORDER BY owns.shares DESC LIMIT 5
+                        WITH collect (
+                            mgr.name +
+                            " owns " + owns.shares + " of " + com.name +
+                            " at a value of $" + apoc.number.format(owns.value) + "."
+                        ) AS investment_statements, node, score
+                        RETURN "investors: \\n" + apoc.text.join(investment_statements, "\\n") +\s
+                            "\\n" + node.text AS text
+                        """)
+                .bind(embed).to("embedding")
+                .fetchAs(String.class)
+                .first()
+                .orElseThrow(() -> new BusinessException("未找到相似文档"));
+        String content = promptTemplate.createMessage(Map.of("question_answer_context", result)).getContent();
+        log.info("context result: {}", content);
+        return chatModel.call(new UserMessage(content + "\n" + query));
+    }
+}

src/main/java/io/github/qifan777/knowledge/graph/chunk/Chunk.java

@@ -0,0 +1,26 @@
+package io.github.qifan777.knowledge.graph.chunk;
+
+import lombok.Builder;
+import lombok.Data;
+import org.springframework.data.neo4j.core.schema.Id;
+import org.springframework.data.neo4j.core.schema.Node;
+
+import java.util.List;
+
+@Builder
+@Data
+@Node
+public class Chunk {
+    @Id
+    private String id;
+    // 切割后的文本
+    private String text;
+    // item1, item1a, item7, item7a
+    private String item;
+    // Chunk序列号
+    private Integer chunkSeqId;
+    // 属于的Form
+    private String formId;
+    // text的embedding
+    private List<Double> textEmbedding;
+}

src/main/java/io/github/qifan777/knowledge/graph/chunk/ChunkController.java

@@ -0,0 +1,133 @@
+package io.github.qifan777.knowledge.graph.chunk;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.document.Document;
+import org.springframework.ai.embedding.EmbeddingModel;
+import org.springframework.ai.transformer.splitter.TokenTextSplitter;
+import org.springframework.data.neo4j.core.Neo4jClient;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.List;
+
+@RestController("chunk")
+@AllArgsConstructor
+@Slf4j
+public class ChunkController {
+    private final ChunkRepository chunkRepository;
+    private final Neo4jClient neo4jClient;
+    private final EmbeddingModel embeddingModel;
+
+    /**
+     * 创建Chunk节点，
+     */
+
+    @PostMapping("node")
+    public void createNodes() {
+        var fileDir = new File("F:\\workspace\\code\\learn\\sec-edgar-notebooks\\data\\sample\\form10k");
+        File[] files = fileDir.listFiles();
+        for (File file : files) {
+            if (!file.getName().contains(".json")) continue;
+            chunkRepository.saveAll(fileToChunkList(file));
+        }
+
+    }
+
+    /**
+     * 解析form10k的中的item属性切割成Chunk
+     *
+     * @param file form10k的json文件
+     * @return Chunk节点
+     */
+    @SneakyThrows
+    public List<Chunk> fileToChunkList(File file) {
+        ObjectNode node = new ObjectMapper().readValue(file, ObjectNode.class);
+        // 每个form10k有item1，item1a，item7，item7a四种文本信息，都需要将切割
+        String[] items = {"item1", "item1a", "item7", "item7a"};
+        List<Chunk> chunks = new ArrayList<>();
+        for (String item : items) {
+            String text = node.get(item).asText();
+            // 切割文本成
+            List<Document> documents = new TokenTextSplitter().split(new Document(text));
+            // 最多不超过20 Chunk
+            for (int chunkSeqId = 0; chunkSeqId < Integer.min(documents.size(), 20); chunkSeqId++) {
+                String formId = file.getName().replace(".json", "");
+                chunks.add(Chunk.builder()
+                        .id("%s-%s-chunk%04d".formatted(formId, item, chunkSeqId))
+                        .chunkSeqId(chunkSeqId)
+                        .formId(formId)
+                        .text(documents.get(chunkSeqId).getContent())
+                        .item(item)
+                        .build());
+            }
+        }
+        return chunks;
+    }
+
+    @PostMapping("link")
+    public void createLink() {
+        var formIds = neo4jClient
+                .query("match (c:Chunk) return distinct c.formId as formId")
+                .fetchAs(String.class)
+                .all();
+        // 每个form10k有item1，item1a，item7，item7a四种文本信息，都需要将切割后的Chunk通过NEXT关联起来
+        formIds.forEach(formId -> {
+            List.of("item1", "item1a", "item7", "item7a")
+                    .forEach(item -> {
+                        neo4jClient.query("""
+                                        MATCH (c:Chunk) // 匹配所有的节点
+                                        WHERE c.formId = $formId // 属于同一个form和同一个item的节点
+                                          AND c.item = $item
+                                        WITH c
+                                          ORDER BY c.chunkSeqId ASC // 根据seqId排序一下节点
+                                        WITH collect(c) as section_chunk_list // 转成list
+                                          CALL apoc.nodes.link(section_chunk_list, "NEXT", {avoidDuplicates: true}) // 节点之间依按顺序创建连接
+                                        RETURN size(section_chunk_list)
+                                        """)
+                                .bind(formId).to("formId")
+                                .bind(item).to("item")
+                                .run();
+                    });
+        });
+    }
+
+    /**
+     * 对所有Chunk进行embedding，neo4j中支持向量索引，只有创建索引之后才可以查询相似的向量
+     */
+    @PostMapping("embedding")
+    public void createEmbedding() {
+        // 随便将一段文本转成向量，看看这个嵌入模型的向量维度是多少
+        int dimension = embeddingModel.embed("你好").length;
+
+        // 在Chunk节点创建索引，使用cosine求向量之间的相似度
+        neo4jClient.query("""
+                        CREATE VECTOR INDEX `form_10k_chunks` IF NOT EXISTS
+                        FOR (c:Chunk) ON (c.textEmbedding)
+                        OPTIONS { indexConfig: {
+                        `vector.dimensions`: $dimensions,
+                        `vector.similarity_function`: 'cosine'
+                        }}
+                        """)
+                .bind(dimension).to("dimensions")
+                .run();
+        // 对那些没有嵌入的Chunk进行embedding
+        List<Chunk> waitToEmbedList = chunkRepository.findByTextEmbeddingIsNull();
+        waitToEmbedList.forEach(chunk -> chunk.setTextEmbedding(floatsToDoubles(embeddingModel.embed(chunk.getText()))));
+        chunkRepository.saveAll(waitToEmbedList);
+    }
+
+    public static List<Double> floatsToDoubles(float[] floats) {
+        List<Double> result = new ArrayList<>(floats.length);
+        for (float f : floats) {
+            result.add((double) f);
+        }
+        return result;
+    }
+
+}

src/main/java/io/github/qifan777/knowledge/graph/chunk/ChunkRepository.java

@@ -0,0 +1,9 @@
+package io.github.qifan777.knowledge.graph.chunk;
+
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+
+import java.util.List;
+
+public interface ChunkRepository extends Neo4jRepository<Chunk, String> {
+    List<Chunk> findByTextEmbeddingIsNull();
+}

src/main/java/io/github/qifan777/knowledge/graph/company/Company.java

@@ -0,0 +1,19 @@
+package io.github.qifan777.knowledge.graph.company;
+
+import lombok.Builder;
+import lombok.Data;
+import org.springframework.data.neo4j.core.schema.Id;
+import org.springframework.data.neo4j.core.schema.Node;
+
+import java.util.List;
+
+@Builder
+@Data
+@Node
+public class Company {
+    @Id
+    private String cusip6;
+    private List<String> cusips;
+    private List<String> names;
+    private String name;
+}

src/main/java/io/github/qifan777/knowledge/graph/company/CompanyController.java

@@ -0,0 +1,51 @@
+package io.github.qifan777.knowledge.graph.company;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import io.github.qifan777.knowledge.graph.model.Form10K;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.neo4j.core.Neo4jClient;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.io.File;
+
+@RestController
+@RequestMapping("company")
+@Slf4j
+@AllArgsConstructor
+public class CompanyController {
+    private final CompanyRepository companyRepository;
+    private final Neo4jClient neo4jClient;
+
+    @SneakyThrows
+    @PostMapping("nodes")
+    public void createNodes() {
+        var fileDir = new File("F:\\workspace\\code\\learn\\sec-edgar-notebooks\\data\\sample\\form10k");
+        File[] files = fileDir.listFiles();
+        for (File file : files) {
+            if (!file.getName().contains(".json")) continue;
+            var form10K = new ObjectMapper().readValue(file, Form10K.class);
+            var company = Company.builder().cusip6(form10K.getCusip6())
+                    .cusips(form10K.getCusip())
+                    .names(form10K.getNames())
+                    .name(form10K.getNames().get(0))
+                    .build();
+            companyRepository.save(company);
+        }
+
+    }
+
+    @PostMapping("relationship/filed")
+    public void createFiledRelationship() {
+        // 创建公司和form关系
+        neo4jClient.query("""
+                        MATCH (com:Company), (form:Form)
+                          WHERE com.cusip6 = form.cusip6
+                        MERGE (com)-[:FILED]->(form)
+                        """)
+                .run();
+    }
+}

src/main/java/io/github/qifan777/knowledge/graph/company/CompanyRepository.java

@@ -0,0 +1,6 @@
+package io.github.qifan777.knowledge.graph.company;
+
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+
+public interface CompanyRepository extends Neo4jRepository<Company, String> {
+}

src/main/java/io/github/qifan777/knowledge/graph/form/Form.java

@@ -0,0 +1,17 @@
+package io.github.qifan777.knowledge.graph.form;
+
+import lombok.Builder;
+import lombok.Data;
+import org.springframework.data.neo4j.core.schema.Id;
+import org.springframework.data.neo4j.core.schema.Node;
+
+@Builder
+@Data
+@Node
+public class Form {
+    @Id
+    private String id;
+    private String cusip6;
+    private String source;
+    private String fullText;
+}

src/main/java/io/github/qifan777/knowledge/graph/form/FormController.java

@@ -0,0 +1,70 @@
+package io.github.qifan777.knowledge.graph.form;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import io.github.qifan777.knowledge.graph.model.Form10K;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.neo4j.core.Neo4jClient;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.io.File;
+
+@RestController
+@RequestMapping("form")
+@AllArgsConstructor
+@Slf4j
+public class FormController {
+    private final FormRepository formRepository;
+    private final Neo4jClient neo4jClient;
+
+    @SneakyThrows
+    @PostMapping("node")
+    public void createNodes() {
+        var fileDir = new File("F:\\workspace\\code\\learn\\sec-edgar-notebooks\\data\\sample\\form10k");
+        File[] files = fileDir.listFiles();
+        for (File file : files) {
+            if (!file.getName().contains(".json")) continue;
+            var form10K = new ObjectMapper().readValue(file, Form10K.class);
+            var fullText = "About " +
+                           String.join(",", form10K.getNames()) +
+                           "..." +
+                           form10K.getItem1() +
+                           "\n" +
+                           form10K.getItem1a() +
+                           "\n" +
+                           form10K.getItem7() +
+                           "\n" +
+                           form10K.getItem7a();
+            var formId = file.getName().replace(".json", "");
+            var form = Form.builder().id(formId)
+                    .fullText(fullText)
+                    .cusip6(form10K.getCusip6())
+                    .source(form10K.getSource())
+                    .build();
+            formRepository.save(form);
+        }
+    }
+
+    @PostMapping("relationship/section")
+    public void createSectionRelationship() {
+        neo4jClient.query("""
+                        match (c:Chunk),(f:Form) where c.chunkSeqId=0 and f.id = c.formId
+                        merge (f)-[r:SECTION {item:c.item}] -> (c)
+                        return count(r)
+                        """)
+                .run();
+    }
+
+    @PostMapping("relationship/part-of")
+    public void createPartOfRelationship() {
+        neo4jClient.query("""
+                        match (c:Chunk), (f:Form) where c.formId=f.id
+                        merge (c)-[r:PART_OF]->(f)
+                        return count(r);
+                        """)
+                .run();
+    }
+}

src/main/java/io/github/qifan777/knowledge/graph/form/FormRepository.java

@@ -0,0 +1,6 @@
+package io.github.qifan777.knowledge.graph.form;
+
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+
+public interface FormRepository extends Neo4jRepository<Form, String> {
+}

src/main/java/io/github/qifan777/knowledge/graph/manager/Manager.java

@@ -0,0 +1,16 @@
+package io.github.qifan777.knowledge.graph.manager;
+
+import lombok.Data;
+import lombok.experimental.Accessors;
+import org.springframework.data.neo4j.core.schema.Id;
+import org.springframework.data.neo4j.core.schema.Node;
+
+@Accessors(chain = true)
+@Data
+@Node
+public class Manager {
+    @Id
+    private String cik;
+    private String name;
+    private String address;
+}

src/main/java/io/github/qifan777/knowledge/graph/manager/ManagerController.java

@@ -0,0 +1,84 @@
+package io.github.qifan777.knowledge.graph.manager;
+
+import com.alibaba.excel.EasyExcel;
+import com.alibaba.excel.event.SyncReadListener;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import io.github.qifan777.knowledge.graph.model.Form13;
+import io.qifan.infrastructure.common.exception.BusinessException;
+import lombok.AllArgsConstructor;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.neo4j.core.Neo4jClient;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.io.File;
+import java.util.List;
+import java.util.Map;
+
+@RestController
+@RequestMapping("manager")
+@AllArgsConstructor
+@Slf4j
+public class ManagerController {
+
+
+    private final Neo4jClient neo4jClient;
+    private final ObjectMapper jacksonObjectMapper;
+    private final ManagerRepository managerRepository;
+
+    public List<Form13> readForm13List() {
+        SyncReadListener syncReadListener = new SyncReadListener();
+        EasyExcel.read(new File("F:\\workspace\\code\\learn\\sec-edgar-notebooks\\data\\sample\\form13.csv"), Form13.class, syncReadListener)
+                .sheet()
+                .doRead();
+        return syncReadListener.getList()
+                .stream()
+                .map(o -> (Form13) o)
+                .toList();
+    }
+
+    @PostMapping("nodes")
+    public void createNodes() {
+        List<Form13> form13List = readForm13List();
+        // 投资方可能投资了多个证券，所以会有重复的投资方记录，去重一下
+        List<String> cikList = form13List.stream().map(Form13::getManagerCik).distinct().toList();
+        // 每个cik代表一个投资方，映射成Manager对象
+        List<Manager> managerList = cikList.stream().map(cik -> {
+            Form13 manager = form13List.stream()
+                    .filter(form13 -> form13.getManagerCik().equals(cik))
+                    .findFirst()
+                    .orElseThrow(() -> new BusinessException("投资公司不存在"));
+            return new Manager()
+                    .setCik(manager.getManagerCik())
+                    .setName(manager.getManagerName())
+                    .setAddress(manager.getManagerAddress());
+        }).toList();
+        managerRepository.saveAll(managerList);
+    }
+
+    @PostMapping("relationship/stock-in")
+    public void createStockInRelationship() {
+        List<Form13> form13List = readForm13List();
+        form13List.forEach(form13 -> {
+            neo4jClient.query("""
+                            match (m:Manager {cik: $managerCik}), (com:Company {cusip6: $cusip6})
+                            merge (m)-[owns:OWNS_STOCK_IN {reportCalendarOrQuarter: $reportCalendarOrQuarter}]->(com)
+                            on create set
+                                owns.value = $value,
+                                owns.shares = $shares
+                            """)
+                    .bindAll(toMap(form13))
+                    .run();
+        });
+
+    }
+
+    @SneakyThrows
+    public Map<String, Object> toMap(Form13 form13) {
+        return jacksonObjectMapper.readValue(jacksonObjectMapper.writeValueAsString(form13), new TypeReference<>() {
+        });
+    }
+}

src/main/java/io/github/qifan777/knowledge/graph/manager/ManagerRepository.java

@@ -0,0 +1,6 @@
+package io.github.qifan777.knowledge.graph.manager;
+
+import org.springframework.data.neo4j.repository.Neo4jRepository;
+
+public interface ManagerRepository extends Neo4jRepository<Manager, String> {
+}

src/main/java/io/github/qifan777/knowledge/graph/model/Form10K.java

@@ -0,0 +1,51 @@
+package io.github.qifan777.knowledge.graph.model;
+
+import lombok.Data;
+
+import java.util.List;
+
+/**
+ * Form 10-K是美国证券交易委员会（SEC）要求上市公司必须每年提交的有关其财务表现与公司运营的综合性报告，
+ * 具体来说包括公司历史，组织架构，财务状况，每股收益，分支机构，高管薪酬等信息。
+ */
+@Data
+public class Form10K {
+    /**
+     * 业务
+     */
+    private String item1;
+    /**
+     * 危险因素
+     */
+    private String item1a;
+    /**
+     * 管理层对财务状况及经营成果的探讨与分析。
+     */
+    private String item7;
+    /**
+     * 市场风险的定量和定性披露
+     */
+    private String item7a;
+    /**
+     * 中央索引键(CIK)用于证券交易委员会的计算机系统，用于识别已向证券交易委员会提交披露文件的公司和个人。
+     */
+    private String cik;
+
+    /**
+     * 。CUSIP的创立是为了给北美的每一个证券一个唯一的代码，这样在清算的时候就不会因为名字相似而出错。
+     * 注意它是为了给每一个证券一个唯一的代码，这个证券包括股票，期权，期货，政府债券，企业债券等所有的证券
+     */
+    private List<String> cusip;
+    /**
+     * CUSIP的前六位是企业的代码
+     */
+    private String cusip6;
+    /**
+     * 公司的名称（包含别名，所以有多个）列表
+     */
+    private List<String> names;
+    /**
+     * 该Form 10-K报告的原文
+     */
+    private String source;
+}

src/main/java/io/github/qifan777/knowledge/graph/model/Form13.java

@@ -0,0 +1,50 @@
+package io.github.qifan777.knowledge.graph.model;
+
+import lombok.Data;
+
+/**
+ * 表单包含投资方公司投资的其他公司、所持股份数量和投资价值的信息。
+ */
+@Data
+public class Form13 {
+    /**
+     * From13表格的原文链接
+     */
+    private String source;
+    /**
+     * 投资方公司的CIK，参考Form10K中的CIK解释
+     */
+    private String managerCik;
+    /**
+     * 投资方公司的名称
+     */
+    private String managerName;
+    /**
+     * 投资方公司的地址
+     */
+    private String managerAddress;
+    /**
+     * Form13报告发布的日期
+     */
+    private String reportCalendarOrQuarter;
+    /**
+     * 参考Form10K中的CUSIP6解释
+     */
+    private String cusip6;
+    /**
+     * 参考Form10K中的CUSIP解释
+     */
+    private String cusip;
+    /**
+     * 被投资公司的名称
+     */
+    private String companyName;
+    /**
+     * 投资的金额
+     */
+    private Double value;
+    /**
+     * 投资份额
+     */
+    private Double shares;
+}

src/main/java/io/github/qifan777/knowledge/infrastructure/code/CodeAssistantProperties.java

@@ -0,0 +1,26 @@
+package io.github.qifan777.knowledge.infrastructure.code;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.boot.context.properties.NestedConfigurationProperty;
+
+@ConfigurationProperties(prefix = "code-assistant")
+@Data
+public class CodeAssistantProperties {
+    @NestedConfigurationProperty
+    private ProjectProperties project;
+    @NestedConfigurationProperty
+    private ArthasProperties arthas;
+
+    @Data
+    public static class ProjectProperties {
+        private String projectPath;
+    }
+
+    @Data
+    public static class ArthasProperties {
+        private String url;
+        private String password;
+        private String username;
+    }
+}

src/main/java/io/github/qifan777/knowledge/infrastructure/code/JavaParserUtils.java

@@ -0,0 +1,40 @@
+package io.github.qifan777.knowledge.infrastructure.code;
+
+import com.github.javaparser.JavaParser;
+import com.github.javaparser.ParseResult;
+import com.github.javaparser.ParserConfiguration;
+import com.github.javaparser.ast.CompilationUnit;
+import com.github.javaparser.symbolsolver.JavaSymbolSolver;
+import com.github.javaparser.symbolsolver.resolution.typesolvers.CombinedTypeSolver;
+import com.github.javaparser.symbolsolver.resolution.typesolvers.JavaParserTypeSolver;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.BeansException;
+import org.springframework.context.ApplicationContext;
+import org.springframework.context.ApplicationContextAware;
+import org.springframework.stereotype.Component;
+
+import java.nio.file.Path;
+
+@Component
+@Slf4j
+public class JavaParserUtils implements ApplicationContextAware {
+    private static CodeAssistantProperties properties;
+
+    public static JavaParser getJavaParser() {
+        CombinedTypeSolver combinedTypeSolver = new CombinedTypeSolver();
+        combinedTypeSolver.add(new JavaParserTypeSolver(Path.of(properties.getProject().getProjectPath()).resolve(Path.of("src", "main", "java"))));
+        ParserConfiguration parserConfiguration = new ParserConfiguration().setSymbolResolver(new JavaSymbolSolver(combinedTypeSolver));
+        return new JavaParser(parserConfiguration);
+    }
+
+    @SneakyThrows
+    public static ParseResult<CompilationUnit> parse(Path path) {
+        return getJavaParser().parse(path);
+    }
+
+    @Override
+    public void setApplicationContext(ApplicationContext applicationContext) throws BeansException {
+        properties = applicationContext.getBean(CodeAssistantProperties.class);
+    }
+}

src/main/java/io/github/qifan777/knowledge/infrastructure/config/GlobalExceptionAdvice.java

@@ -0,0 +1,89 @@
+package io.github.qifan777.knowledge.infrastructure.config;
+
+import cn.dev33.satoken.exception.DisableServiceException;
+import cn.dev33.satoken.exception.NotLoginException;
+import cn.dev33.satoken.exception.NotRoleException;
+import io.qifan.infrastructure.common.constants.ResultCode;
+import io.qifan.infrastructure.common.exception.BusinessException;
+import io.qifan.infrastructure.common.exception.SystemException;
+import io.qifan.infrastructure.common.model.R;
+import jakarta.validation.ConstraintViolation;
+import jakarta.validation.ConstraintViolationException;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.HttpStatus;
+import org.springframework.http.ResponseEntity;
+import org.springframework.web.bind.MethodArgumentNotValidException;
+import org.springframework.web.bind.annotation.ExceptionHandler;
+import org.springframework.web.bind.annotation.RestControllerAdvice;
+
+import java.util.ArrayList;
+
+@RestControllerAdvice
+@Slf4j
+public class GlobalExceptionAdvice {
+
+    @ExceptionHandler(BusinessException.class)
+    public ResponseEntity<R<String>> handleBusinessException(BusinessException e) {
+        log.error("业务异常", e);
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST)
+            .body(R.fail(e.getResultCode(), e.getMessage()));
+    }
+
+    @ExceptionHandler(SystemException.class)
+    public ResponseEntity<R<String>> handleSystemException(SystemException e) {
+        log.error("系统异常", e);
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST).body(R.fail(ResultCode.SystemError));
+    }
+
+    @ExceptionHandler(Exception.class)
+    public ResponseEntity<R<String>> handleException(Exception e) {
+        log.error("系统异常", e);
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST).body(R.fail(ResultCode.SystemError));
+    }
+
+    @ExceptionHandler(ConstraintViolationException.class)
+    public ResponseEntity<R<String>> handleValidateException(ConstraintViolationException e) {
+        log.warn("校验异常", e);
+        // 不合格的字段，可能有多个，只需要返回其中一个提示用户就行
+        // 比如密码为空
+        ArrayList<ConstraintViolation<?>> constraintViolations = new ArrayList<>(
+            e.getConstraintViolations());
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST)
+            .body(R.fail(ResultCode.ValidateError,
+                constraintViolations.get(0).getMessage()));
+
+    }
+
+    @ExceptionHandler(MethodArgumentNotValidException.class)
+    public ResponseEntity<R<String>> handleValidateExceptionForSpring(
+        MethodArgumentNotValidException e) {
+        log.warn("校验异常", e);
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST)
+            .body(R.fail(ResultCode.ValidateError,
+                e.getBindingResult().getAllErrors().get(0)
+                    .getDefaultMessage()));
+    }
+
+    @ExceptionHandler(NotLoginException.class)
+    public ResponseEntity<R<String>> handleNotLogin(NotLoginException e) {
+        log.error("未登录", e);
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST)
+            .body(R.fail(ResultCode.Unauthorized));
+    }
+
+    @ExceptionHandler(NotRoleException.class)
+    public ResponseEntity<R<String>> handleNotRole(NotRoleException e) {
+        log.error("角色校验异常", e);
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST)
+            .body(R.fail(ResultCode.NotGrant, e.getMessage()));
+    }
+
+    @ExceptionHandler(DisableServiceException.class)
+    public ResponseEntity<R<String>> handleDisabledException(DisableServiceException e) {
+        log.error("账号封禁", e);
+        return ResponseEntity.status(HttpStatus.BAD_REQUEST)
+            .body(R.fail(ResultCode.StatusHasInvalid, "账号已被封禁"));
+    }
+
+
+}