{"id":107025,"date":"2026-09-18T19:09:06","date_gmt":"2026-09-18T11:09:06","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107025.html"},"modified":"2026-09-18T19:09:06","modified_gmt":"2026-09-18T11:09:06","slug":"%e3%80%90%e5%85%8d%e8%b4%b9%e3%80%91llm%e5%a4%a7%e6%a8%a1%e5%9e%8b-%e5%9f%ba%e4%ba%8espring-ai-2-0%e7%9a%84rag-ai%e6%99%ba%e8%83%bd%e5%8a%9e%e5%85%acoa%e7%b3%bb%e7%bb%9fspringboot4vue3-llm%e5%a4%a7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107025.html","title":{"rendered":"\u3010\u514d\u8d39\u3011LLM\u5927\u6a21\u578b \u57fa\u4e8eSpring AI 2.0\u7684RAG AI\u667a\u80fd\u529e\u516cOA\u7cfb\u7edf(SpringBoot4+Vue3) LLM\u5927\u6a21\u578b\u6bd5\u4e1a\u8bbe\u8ba1 AI Agent \u5927\u6a21\u578b\u8bfe\u7a0b\u8bbe\u8ba1 \u950b\u54e5\u539f\u521b\u51fa\u54c1\uff0c\u5fc5\u5c5e\u7cbe\u54c1"},"content":{"rendered":"

\u5927\u5bb6\u597d，\u6211\u662fJava1234_\u5c0f\u950b\u8001\u5e08，\u5206\u4eab\u4e00\u5957\u950b\u54e5\u539f\u521b\u7684LLM\u5927\u6a21\u578b \u57fa\u4e8eSpring AI 2.0\u7684RAG AI\u667a\u80fd\u529e\u516cOA\u7cfb\u7edf(SpringBoot4+Vue3) \u3002<\/p>\n

\"\"<\/p>\n

\u9879\u76ee\u4ecb\u7ecd<\/h3>\n

\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b（Large Language Model，LLM）\u6280\u672f\u7684\u5feb\u901f\u843d\u5730，\u4f01\u4e1a\u529e\u516c\u81ea\u52a8\u5316（Office Automation，OA）\u7cfb\u7edf\u6b63\u4ece\u201c\u8868\u5355\u9a71\u52a8\u201d\u8f6c\u5411\u201c\u5bf9\u8bdd\u9a71\u52a8\u201d\u3002\u4f20\u7edfOA\u867d\u7136\u80fd\u591f\u5b8c\u6210\u8bf7\u5047\u3001\u62a5\u9500\u3001\u5ba1\u6279\u7b49\u6d41\u7a0b，\u4f46\u5458\u5de5\u4ecd\u9700\u8bb0\u5fc6\u5236\u5ea6\u6761\u6b3e\u3001\u624b\u5de5\u586b\u5199\u5927\u91cf\u5b57\u6bb5，\u5e76\u53cd\u590d\u5728\u591a\u4e2a\u83dc\u5355\u4e4b\u95f4\u67e5\u8be2\u5355\u636e\u8fdb\u5ea6，\u6c9f\u901a\u6210\u672c\u9ad8\u3001\u4f53\u9a8c\u5272\u88c2\u3002\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898，\u672c\u6587\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u4e86\u4e00\u5957\u9762\u5411\u5927\u5b66\u4e0e\u4e2d\u5c0f\u4f01\u4e1a\u573a\u666f\u7684AI\u667a\u80fd\u529e\u516cOA\u7cfb\u7edf，\u9898\u76ee\u4e3a\u201cLLM\u5927\u6a21\u578b \u57fa\u4e8eSpring AI 2.0\u7684AI\u667a\u80fd\u529e\u516cOA\u7cfb\u7edf\u201d\u3002<\/span><\/span><\/p>\n

\u7cfb\u7edf\u91c7\u7528\u524d\u540e\u7aef\u5206\u79bb\u67b6\u6784\u3002\u540e\u7aef\u4ee5 Java 17 \u4e3a\u5f00\u53d1\u8bed\u8a00，\u57fa\u4e8e Spring Boot 4.0.8 \u6784\u5efa Web \u670d\u52a1，\u6301\u4e45\u5c42\u4f7f\u7528 MyBatis-Plus \u8bbf\u95ee MySQL 8 \u6570\u636e\u5e93 db_ai_oa；\u524d\u7aef\u91c7\u7528 Vue 3 + Vite + Element Plus + Pinia \u5b9e\u73b0\u54cd\u5e94\u5f0f\u7ba1\u7406\u754c\u9762，\u5de5\u4f5c\u53f0\u4f7f\u7528 ECharts \u5c55\u793a\u7edf\u8ba1\u56fe\u8868\u3002\u667a\u80fd\u80fd\u529b\u4ee5 Spring AI 2.0.1 \u4e3a\u6838\u5fc3，\u901a\u8fc7 OpenAI \u517c\u5bb9\u63a5\u53e3\u5bf9\u63a5\u963f\u91cc\u4e91\u767e\u70bc\u5927\u6a21\u578b：\u5bf9\u8bdd\u6a21\u578b\u9009\u7528 qwen3.8-27b，\u5d4c\u5165\u6a21\u578b\u9009\u7528 text-embedding-v4（\u7ef4\u5ea6 2048），\u5411\u91cf\u68c0\u7d22\u4f7f\u7528 Redis Stack \u7684 RediSearch \u6a21\u5757，\u7d22\u5f15\u7b97\u6cd5\u4e3a HNSW，\u8ddd\u79bb\u5ea6\u91cf\u4e3a\u4f59\u5f26\u76f8\u4f3c\u5ea6\u3002<\/span><\/span><\/p>\n

\u5728\u4e1a\u52a1\u5c42\u9762，\u7cfb\u7edf\u5b9e\u73b0\u7ba1\u7406\u5458\u3001\u603b\u7ecf\u7406\u3001\u90e8\u95e8\u7ecf\u7406\u3001\u666e\u901a\u5458\u5de5\u56db\u7c7b\u89d2\u8272\u7684\u6743\u9650\u9694\u79bb\u3002\u529e\u516c\u6d41\u7a0b\u8986\u76d6\u90e8\u95e8\u4e0e\u5458\u5de5\u7ba1\u7406\u3001\u8bf7\u5047\u4e0e\u62a5\u9500\u4e24\u7ea7\u5ba1\u6279\u3001\u516c\u544a\u53d1\u5e03\u548c\u4e2a\u4eba\u4e2d\u5fc3\u3002\u5176\u4e2d\u8bf7\u5047\u8d85\u8fc7 3 \u5929\u3001\u62a5\u9500\u8d85\u8fc7 5000 \u5143\u9700\u603b\u7ecf\u7406\u7ec8\u5ba1；\u90e8\u95e8\u7ecf\u7406\u672c\u4eba\u8bf7\u5047\u76f4\u63a5\u8fdb\u5165\u603b\u7ecf\u7406\u8282\u70b9\u3002\u5728\u667a\u80fd\u5c42\u9762，\u7cfb\u7edf\u63d0\u4f9b\u4e09\u7c7b\u6838\u5fc3\u80fd\u529b：\u5176\u4e00，\u81ea\u7136\u8bed\u8a00\u667a\u80fd\u586b\u5199\u8bf7\u5047\u5355，\u6a21\u578b\u5c06\u201c\u4e0b\u5468\u4e09\u8bf7\u4e00\u5929\u4e8b\u5047\u201d\u89e3\u6790\u4e3a\u7ed3\u6784\u5316\u8349\u7a3f，\u5e76\u8c03\u7528\u5047\u671f\u4f59\u989d\u5de5\u5177\u7ed9\u51fa\u6263\u85aa\u63d0\u793a；\u5176\u4e8c，\u4f01\u4e1a\u77e5\u8bc6\u5e93 RAG \u95ee\u7b54，\u7ba1\u7406\u5458\u53ef\u4e0a\u4f20 txt\u3001doc\u3001pdf\u3001markdown \u5236\u5ea6\u6587\u4ef6，\u7ecf Tika \u89e3\u6790\u3001Token \u5207\u7247\u540e\u5199\u5165\u5411\u91cf\u5e93，\u56de\u7b54\u65f6\u5f3a\u5236\u6807\u6ce8\u51fa\u5904；\u5176\u4e09，\u591a\u8f6e\u5bf9\u8bdd\u52a9\u624b\u7ed3\u5408 Chat Memory \u4e0e Tool Calling，\u53ef\u67e5\u8be2\u771f\u5b9e\u8bf7\u5047\/\u62a5\u9500\u5ba1\u6279\u8fdb\u5ea6，\u907f\u514d\u5927\u6a21\u578b\u5e7b\u89c9\u3002<\/span><\/span><\/p>\n

\u6d4b\u8bd5\u8868\u660e，\u7cfb\u7edf\u529f\u80fd\u5b8c\u6574\u3001\u89d2\u8272\u6743\u9650\u6b63\u786e\u3001\u5ba1\u6279\u9608\u503c\u89c4\u5219\u751f\u6548，AI \u586b\u5355\u4e0e\u5236\u5ea6\u95ee\u7b54\u80fd\u591f\u7a33\u5b9a\u8fd4\u56de\u7ed3\u6784\u5316\u7ed3\u679c\u548c\u53ef\u8ffd\u6eaf\u51fa\u5904\u3002\u672c\u6587\u5de5\u4f5c\u9a8c\u8bc1\u4e86 Spring AI 2.0 \u5728\u56fd\u4ea7\u529e\u516c\u7cfb\u7edf\u4e2d\u7684\u5de5\u7a0b\u53ef\u884c\u6027，\u5bf9\u540c\u7c7b\u6bd5\u4e1a\u8bbe\u8ba1\u4e0e\u4f01\u4e1a\u4fe1\u606f\u5316\u5347\u7ea7\u5177\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/span><\/span><\/p>\n

\u6e90\u7801\u4e0b\u8f7d<\/h3>\n

\u94fe\u63a5: https:\/\/pan.baidu.com\/s\/1yNt4JoR1fXml2uIDtvDm7Q?pwd=1234 \u63d0\u53d6\u7801: 1234<\/p>\n

\u7cfb\u7edf\u5c55\u793a \"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"<\/h3>\n

\u6838\u5fc3\u4ee3\u7801<\/h3>\n

package com.java1234.service;<\/p>\n

import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
\nimport com.java1234.common.BusinessException;
\nimport com.java1234.common.LoginUser;
\nimport com.java1234.common.RoleEnum;
\nimport com.java1234.common.UserContext;
\nimport com.java1234.dto.LoginRequest;
\nimport com.java1234.dto.LoginVO;
\nimport com.java1234.dto.PasswordDTO;
\nimport com.java1234.entity.Dept;
\nimport com.java1234.entity.SysUser;
\nimport com.java1234.mapper.DeptMapper;
\nimport com.java1234.mapper.SysUserMapper;
\nimport com.java1234.util.FileUtil;
\nimport com.java1234.util.JwtUtil;
\nimport com.java1234.util.Md5Util;
\nimport org.springframework.stereotype.Service;
\nimport org.springframework.web.multipart.MultipartFile;<\/p>\n

\/**
\n * \u8ba4\u8bc1\u4e0e\u4e2a\u4eba\u4e2d\u5fc3\u670d\u52a1
\n *\/
\n@Service
\npublic class AuthService {<\/p>\n

private final SysUserMapper sysUserMapper;
\n private final DeptMapper deptMapper;
\n private final JwtUtil jwtUtil;
\n private final FileUtil fileUtil;<\/p>\n

public AuthService(SysUserMapper sysUserMapper, DeptMapper deptMapper, JwtUtil jwtUtil, FileUtil fileUtil) {
\n this.sysUserMapper = sysUserMapper;
\n this.deptMapper = deptMapper;
\n this.jwtUtil = jwtUtil;
\n this.fileUtil = fileUtil;
\n }<\/p>\n

\/**
\n * \u7528\u6237\u540d\u5bc6\u7801\u767b\u5f55
\n *\/
\n public LoginVO login(LoginRequest request) {
\n if (request.getUsername() == null || request.getPassword() == null) {
\n throw new BusinessException("\u8bf7\u8f93\u5165\u7528\u6237\u540d\u548c\u5bc6\u7801");
\n }
\n SysUser user = sysUserMapper.selectOne(new LambdaQueryWrapper<SysUser>()
\n .eq(SysUser::getUsername, request.getUsername()));
\n if (user == null) {
\n throw new BusinessException("\u7528\u6237\u540d\u6216\u5bc6\u7801\u9519\u8bef");
\n }
\n if (user.getStatus() != null && user.getStatus() == 0) {
\n throw new BusinessException("\u8d26\u53f7\u5df2\u505c\u7528");
\n }
\n if (!Md5Util.encrypt(request.getPassword()).equals(user.getPassword())) {
\n throw new BusinessException("\u7528\u6237\u540d\u6216\u5bc6\u7801\u9519\u8bef");
\n }
\n LoginUser loginUser = toLoginUser(user);
\n return new LoginVO(jwtUtil.createToken(loginUser), loginUser);
\n }<\/p>\n

\/**
\n * \u5f53\u524d\u767b\u5f55\u7528\u6237\u8be6\u60c5
\n *\/
\n public SysUser currentInfo() {
\n SysUser user = sysUserMapper.selectById(UserContext.getUserId());
\n if (user == null) {
\n throw new BusinessException(401, "\u7528\u6237\u4e0d\u5b58\u5728");
\n }
\n user.setPassword(null);
\n user.setRoleLabel(RoleEnum.labelOf(user.getRole()));
\n if (user.getDeptId() != null) {
\n Dept dept = deptMapper.selectById(user.getDeptId());
\n if (dept != null) {
\n user.setDeptName(dept.getDeptName());
\n }
\n }
\n return user;
\n }<\/p>\n

\/**
\n * \u4fee\u6539\u4e2a\u4eba\u8d44\u6599
\n *\/
\n public void updateProfile(SysUser form) {
\n SysUser db = sysUserMapper.selectById(UserContext.getUserId());
\n db.setRealName(form.getRealName());
\n db.setGender(form.getGender() == null ? "\u7537" : form.getGender());
\n db.setPhone(form.getPhone());
\n db.setEmail(form.getEmail());
\n sysUserMapper.updateById(db);
\n }<\/p>\n

\/**
\n * \u4fee\u6539\u5bc6\u7801（\u9700\u786e\u8ba4\u5bc6\u7801）
\n *\/
\n public void updatePassword(PasswordDTO dto) {
\n if (dto.getNewPassword() == null || !dto.getNewPassword().equals(dto.getConfirmPassword())) {
\n throw new BusinessException("\u4e24\u6b21\u8f93\u5165\u7684\u65b0\u5bc6\u7801\u4e0d\u4e00\u81f4");
\n }
\n SysUser db = sysUserMapper.selectById(UserContext.getUserId());
\n if (!Md5Util.encrypt(dto.getOldPassword()).equals(db.getPassword())) {
\n throw new BusinessException("\u539f\u5bc6\u7801\u4e0d\u6b63\u786e");
\n }
\n db.setPassword(Md5Util.encrypt(dto.getNewPassword()));
\n sysUserMapper.updateById(db);
\n }<\/p>\n

\/**
\n * \u4e0a\u4f20\u5934\u50cf
\n *\/
\n public String uploadAvatar(MultipartFile file) {
\n String url = fileUtil.save(file, "avatar");
\n SysUser db = sysUserMapper.selectById(UserContext.getUserId());
\n db.setAvatar(url);
\n sysUserMapper.updateById(db);
\n return url;
\n }<\/p>\n

\/**
\n * \u5b9e\u4f53\u8f6c\u767b\u5f55\u7528\u6237
\n *\/
\n public LoginUser toLoginUser(SysUser user) {
\n LoginUser loginUser = new LoginUser();
\n loginUser.setId(user.getId());
\n loginUser.setUsername(user.getUsername());
\n loginUser.setRealName(user.getRealName());
\n loginUser.setRole(user.getRole());
\n loginUser.setDeptId(user.getDeptId());
\n loginUser.setAvatar(user.getAvatar());
\n return loginUser;
\n }
\n}<\/p>\n

<template>
\n <div class="page-card">
\n <div class="toolbar">
\n <div class="search-form">
\n <el-input v-model="keyword" placeholder="\u90e8\u95e8\u540d\u79f0" clearable style="width: 220px;" @keyup.enter="load" \/>
\n <el-button type="primary" @click="load">\u67e5\u8be2<\/el-button>
\n <\/div>
\n <el-button type="primary" @click="open()">\u65b0\u589e\u90e8\u95e8<\/el-button>
\n <\/div>
\n <div class="table-wrap">
\n <el-table :data="table.records" stripe>
\n <el-table-column prop="deptName" label="\u90e8\u95e8\u540d\u79f0" min-width="140" \/>
\n <el-table-column prop="deptCode" label="\u7f16\u7801" min-width="100" \/>
\n <el-table-column prop="managerName" label="\u90e8\u95e8\u7ecf\u7406" min-width="120" \/>
\n <el-table-column prop="employeeCount" label="\u4eba\u6570" min-width="80" \/>
\n <el-table-column prop="remark" label="\u5907\u6ce8" min-width="180" \/>
\n <el-table-column label="\u521b\u5efa\u65f6\u95f4" min-width="170">
\n <template #default="{ row }">{{ formatDateTime(row.createTime) }}<\/template>
\n <\/el-table-column>
\n <el-table-column label="\u64cd\u4f5c" min-width="140" fixed="right">
\n <template #default="{ row }">
\n <el-button link type="primary" @click="open(row)">\u7f16\u8f91<\/el-button>
\n <el-button link type="danger" @click="remove(row)">\u5220\u9664<\/el-button>
\n <\/template>
\n <\/el-table-column>
\n <\/el-table>
\n <\/div>
\n <div class="pager"><el-pagination background layout="total, prev, pager, next" :total="table.total" v-model:current-page="pageNum" :page-size="pageSize" @current-change="load" \/><\/div>
\n <el-dialog v-model="visible" :title="form.id ? '\u7f16\u8f91\u90e8\u95e8' : '\u65b0\u589e\u90e8\u95e8'" width="520px">
\n <el-form :model="form" label-width="90px">
\n <el-form-item label="\u540d\u79f0"><el-input v-model="form.deptName" \/><\/el-form-item>
\n <el-form-item label="\u7f16\u7801"><el-input v-model="form.deptCode" \/><\/el-form-item>
\n <el-form-item label="\u7ecf\u7406">
\n <el-select v-model="form.managerId" clearable filterable style="width: 100%;">
\n <el-option v-for="u in managers" :key="u.id" :label="u.realName" :value="u.id" \/>
\n <\/el-select>
\n <\/el-form-item>
\n <el-form-item label="\u6392\u5e8f"><el-input-number v-model="form.sortNum" \/><\/el-form-item>
\n <el-form-item label="\u5907\u6ce8"><el-input v-model="form.remark" type="textarea" \/><\/el-form-item>
\n <\/el-form>
\n <template #footer>
\n <el-button @click="visible = false">\u53d6\u6d88<\/el-button>
\n <el-button type="primary" @click="save">\u4fdd\u5b58<\/el-button>
\n <\/template>
\n <\/el-dialog>
\n <\/div>
\n<\/template><\/p>\n

<script setup>
\nimport { onMounted, reactive, ref } from 'vue'
\nimport { ElMessage, ElMessageBox } from 'element-plus'
\nimport request from '@\/utils\/request'
\nimport { formatDateTime } from '@\/utils\/format'<\/p>\n

const keyword = ref('')
\nconst pageNum = ref(1)
\nconst pageSize = 10
\nconst table = reactive({ total: 0, records: [] })
\nconst visible = ref(false)
\nconst form = reactive({})
\nconst managers = ref([])<\/p>\n

const load = async () => {
\n const res = await request.get('\/api\/dept\/page', { params: { pageNum: pageNum.value, pageSize, keyword: keyword.value } })
\n table.total = res.data.total
\n table.records = res.data.records
\n}
\nconst open = (row) => {
\n Object.keys(form).forEach((k) => delete form[k])
\n Object.assign(form, row ? { …row } : { sortNum: 1, parentId: 0 })
\n visible.value = true
\n}
\nconst save = async () => {
\n if (form.id) await request.put('\/api\/dept', form)
\n else await request.post('\/api\/dept', form)
\n visible.value = false
\n ElMessage.success('\u4fdd\u5b58\u6210\u529f')
\n load()
\n}
\nconst remove = async (row) => {
\n await ElMessageBox.confirm('\u786e\u8ba4\u5220\u9664\u8be5\u90e8\u95e8？')
\n await request.delete(`\/api\/dept\/${row.id}`)
\n ElMessage.success('\u5df2\u5220\u9664')
\n load()
\n}
\nonMounted(async () => {
\n const res = await request.get('\/api\/employee\/managers')
\n managers.value = res.data || []
\n load()
\n})
\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"

\u5927\u5bb6\u597d，\u6211\u662fJava1234_\u5c0f\u950b\u8001\u5e08，\u5206\u4eab\u4e00\u5957\u950b\u54e5\u539f\u521b\u7684LLM\u5927\u6a21\u578b \u57fa\u4e8eSpring AI 2.0\u7684RAG AI\u667a\u80fd\u529e\u516cOA\u7cfb\u7edf(SpringBoot4Vue3) \u3002 \u9879\u76ee\u4ecb\u7ecd
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