909 lines
20 KiB
Markdown
909 lines
20 KiB
Markdown
# RAG知识库系统 - API使用示例
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## 📡 基础信息
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**Base URL**: `http://localhost:8080`
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**认证方式**: Bearer Token (通过登录获取)
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**Content-Type**: `application/json` 或 `multipart/form-data`
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## 🔐 认证
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所有API请求都需要在Header中携带Token：
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```javascript
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headers: {
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'Authorization': 'Bearer ' + token
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}
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```
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## 📚 知识库管理API
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### 1. 上传文档
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**接口**: `POST /psychology/knowledge/upload`
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**Content-Type**: `multipart/form-data`
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**参数**:
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- `file`: 文件对象（必填）
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- `category`: 分类（可选，默认"综合心理学"）
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**JavaScript示例**:
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```javascript
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// 使用FormData上传
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const formData = new FormData();
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formData.append('file', fileInput.files[0]);
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formData.append('category', '人格心理学');
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fetch('http://localhost:8080/psychology/knowledge/upload', {
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method: 'POST',
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headers: {
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'Authorization': 'Bearer ' + token
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},
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body: formData
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})
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.then(response => response.json())
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.then(data => {
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console.log('上传成功:', data);
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// data.data.doc_id - 文档ID
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// data.data.filename - 文件名
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// data.data.chunks - 分块数量
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})
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.catch(error => console.error('上传失败:', error));
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```
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**Vue.js示例**:
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```vue
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<template>
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<el-upload
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action="/psychology/knowledge/upload"
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:headers="uploadHeaders"
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:data="uploadData"
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:on-success="handleSuccess"
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:before-upload="beforeUpload">
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<el-button type="primary">上传文档</el-button>
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</el-upload>
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</template>
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<script>
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export default {
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data() {
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return {
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uploadHeaders: {
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'Authorization': 'Bearer ' + this.$store.state.token
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},
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uploadData: {
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category: '人格心理学'
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}
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}
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},
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methods: {
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beforeUpload(file) {
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const isValidType = ['application/pdf', 'application/msword',
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'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
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'text/plain'].includes(file.type);
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const isLt50M = file.size / 1024 / 1024 < 50;
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if (!isValidType) {
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this.$message.error('只支持PDF、Word、TXT格式');
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return false;
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}
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if (!isLt50M) {
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this.$message.error('文件大小不能超过50MB');
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return false;
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}
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return true;
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},
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handleSuccess(response) {
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if (response.code === 200) {
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this.$message.success('上传成功');
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this.loadDocumentList(); // 刷新列表
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} else {
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this.$message.error(response.msg);
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}
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}
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}
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}
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</script>
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```
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**响应示例**:
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```json
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{
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"code": 200,
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"msg": "文档上传成功",
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"data": {
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"doc_id": "doc_1734598234567",
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"filename": "心理学教材.pdf",
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"category": "人格心理学",
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"file_size": 2048576,
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"chunks": 15,
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"vectors": 15,
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"upload_time": "2025-12-19 10:30:45"
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}
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}
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```
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### 2. 获取文档列表
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**接口**: `GET /psychology/knowledge/list`
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**参数**:
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- `pageNum`: 页码（默认1）
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- `pageSize`: 每页数量（默认10）
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- `category`: 分类过滤（可选）
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- `filename`: 文件名搜索（可选）
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**JavaScript示例**:
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```javascript
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fetch('http://localhost:8080/psychology/knowledge/list?pageNum=1&pageSize=10', {
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headers: {
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'Authorization': 'Bearer ' + token
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}
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})
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.then(response => response.json())
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.then(data => {
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console.log('文档列表:', data.rows);
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console.log('总数:', data.total);
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});
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```
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**Vue.js示例**:
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```vue
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<template>
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<div>
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<!-- 搜索栏 -->
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<el-form :inline="true">
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<el-form-item label="分类">
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<el-select v-model="queryParams.category" clearable>
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<el-option label="全部" value=""></el-option>
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<el-option label="人格心理学" value="人格心理学"></el-option>
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<el-option label="认知心理学" value="认知心理学"></el-option>
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<el-option label="临床心理学" value="临床心理学"></el-option>
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</el-select>
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</el-form-item>
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<el-form-item label="文件名">
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<el-input v-model="queryParams.filename" placeholder="请输入文件名"></el-input>
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</el-form-item>
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<el-form-item>
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<el-button type="primary" @click="loadDocumentList">搜索</el-button>
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</el-form-item>
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</el-form>
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<!-- 文档列表 -->
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<el-table :data="documentList" border>
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<el-table-column prop="filename" label="文件名" width="200"></el-table-column>
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<el-table-column prop="category" label="分类" width="120"></el-table-column>
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<el-table-column prop="fileSize" label="大小" width="100">
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<template slot-scope="scope">
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{{ formatFileSize(scope.row.fileSize) }}
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</template>
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</el-table-column>
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<el-table-column prop="chunkCount" label="分块数" width="100"></el-table-column>
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<el-table-column prop="uploadTime" label="上传时间" width="180"></el-table-column>
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<el-table-column label="操作" width="150">
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<template slot-scope="scope">
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<el-button size="mini" @click="viewDocument(scope.row)">查看</el-button>
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<el-button size="mini" type="danger" @click="deleteDocument(scope.row)">删除</el-button>
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</template>
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</el-table-column>
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</el-table>
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<!-- 分页 -->
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<el-pagination
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@size-change="handleSizeChange"
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@current-change="handleCurrentChange"
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:current-page="queryParams.pageNum"
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:page-sizes="[10, 20, 50, 100]"
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:page-size="queryParams.pageSize"
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:total="total"
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layout="total, sizes, prev, pager, next, jumper">
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</el-pagination>
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</div>
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</template>
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<script>
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import { listKnowledge, deleteKnowledge } from '@/api/psychology/knowledge';
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export default {
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data() {
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return {
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documentList: [],
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total: 0,
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queryParams: {
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pageNum: 1,
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pageSize: 10,
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category: '',
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filename: ''
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}
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}
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},
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created() {
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this.loadDocumentList();
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},
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methods: {
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loadDocumentList() {
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listKnowledge(this.queryParams).then(response => {
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this.documentList = response.rows;
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this.total = response.total;
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});
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},
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handleSizeChange(val) {
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this.queryParams.pageSize = val;
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this.loadDocumentList();
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},
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handleCurrentChange(val) {
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this.queryParams.pageNum = val;
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this.loadDocumentList();
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},
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formatFileSize(bytes) {
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if (bytes < 1024) return bytes + ' B';
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if (bytes < 1024 * 1024) return (bytes / 1024).toFixed(2) + ' KB';
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return (bytes / 1024 / 1024).toFixed(2) + ' MB';
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},
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deleteDocument(row) {
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this.$confirm('确定删除该文档吗？', '提示', {
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type: 'warning'
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}).then(() => {
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deleteKnowledge(row.docId).then(() => {
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this.$message.success('删除成功');
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this.loadDocumentList();
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});
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});
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}
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}
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}
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</script>
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```
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**响应示例**:
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```json
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{
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"code": 200,
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"msg": "查询成功",
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"rows": [
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{
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"docId": "doc_1734598234567",
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"filename": "心理学教材.pdf",
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"category": "人格心理学",
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"fileSize": 2048576,
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"chunkCount": 15,
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"uploadTime": "2025-12-19 10:30:45"
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}
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],
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"total": 1
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}
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```
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### 3. 获取文档详情
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**接口**: `GET /psychology/knowledge/{id}`
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**JavaScript示例**:
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```javascript
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const docId = 'doc_1734598234567';
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fetch(`http://localhost:8080/psychology/knowledge/${docId}`, {
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headers: {
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'Authorization': 'Bearer ' + token
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}
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})
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.then(response => response.json())
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.then(data => {
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console.log('文档详情:', data.data);
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});
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```
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**响应示例**:
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```json
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{
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"code": 200,
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"msg": "操作成功",
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"data": {
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"docId": "doc_1734598234567",
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"filename": "心理学教材.pdf",
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"category": "人格心理学",
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"fileSize": 2048576,
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"chunkCount": 15,
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"uploadTime": "2025-12-19 10:30:45",
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"metadata": {
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"author": "张三",
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"pages": 120
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}
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}
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}
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```
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### 4. 删除文档
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**接口**: `DELETE /psychology/knowledge/{id}`
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**JavaScript示例**:
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```javascript
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const docId = 'doc_1734598234567';
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fetch(`http://localhost:8080/psychology/knowledge/${docId}`, {
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method: 'DELETE',
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headers: {
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'Authorization': 'Bearer ' + token
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}
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})
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.then(response => response.json())
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.then(data => {
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if (data.code === 200) {
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console.log('删除成功');
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}
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});
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```
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### 5. 搜索文档
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**接口**: `POST /psychology/knowledge/search`
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**参数**:
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```json
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{
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"filename": "心理学",
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"category": "人格心理学",
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"pageNum": 1,
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"pageSize": 10
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}
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```
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**JavaScript示例**:
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```javascript
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fetch('http://localhost:8080/psychology/knowledge/search', {
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method: 'POST',
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headers: {
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'Authorization': 'Bearer ' + token,
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'Content-Type': 'application/json'
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},
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body: JSON.stringify({
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filename: '心理学',
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category: '人格心理学'
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})
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})
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.then(response => response.json())
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.then(data => {
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console.log('搜索结果:', data.rows);
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});
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```
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### 6. 重建索引
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**接口**: `POST /psychology/knowledge/rebuild`
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**JavaScript示例**:
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```javascript
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fetch('http://localhost:8080/psychology/knowledge/rebuild', {
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method: 'POST',
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headers: {
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'Authorization': 'Bearer ' + token
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}
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})
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.then(response => response.json())
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.then(data => {
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console.log('重建结果:', data.data);
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// data.data.processedDocuments - 处理的文档数
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// data.data.generatedVectors - 生成的向量数
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// data.data.duration - 耗时
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});
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```
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**响应示例**:
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```json
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{
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"code": 200,
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"msg": "索引重建成功",
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"data": {
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"success": true,
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"processedDocuments": 10,
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"generatedVectors": 150,
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"failedDocuments": 0,
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"duration": 45000
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}
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}
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```
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## 🤖 AI分析API
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### 1. 生成综合报告
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**接口**: `POST /psychology/ai/generate-report`
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**参数**:
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```json
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{
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"assessmentData": {
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"questionnaire_name": "MMPI",
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"scores": {
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"抑郁": 65,
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"焦虑": 70,
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"社交退缩": 60
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}
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},
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"userProfile": {
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"user_id": "123",
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"name": "张三",
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"age": 30,
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"gender": "男"
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}
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}
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```
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**Vue.js示例**:
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```vue
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<template>
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<div>
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<el-button type="primary" @click="generateReport" :loading="generating">
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生成AI报告
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</el-button>
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<el-card v-if="report" class="report-card">
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<div slot="header">
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<span>AI生成的综合报告</span>
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<el-tag type="success" style="float: right">
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基于知识库生成
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</el-tag>
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</div>
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<!-- 报告内容 -->
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<div v-html="formatMarkdown(report.content)"></div>
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<!-- 来源引用 -->
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<el-divider>知识来源</el-divider>
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<el-collapse>
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<el-collapse-item
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v-for="(source, index) in report.sources"
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:key="index"
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:title="`${source.documentName} (相似度: ${(source.score * 100).toFixed(1)}%)`">
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<p>{{ source.snippet }}</p>
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<el-tag size="mini">{{ source.category }}</el-tag>
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</el-collapse-item>
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</el-collapse>
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</el-card>
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</div>
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</template>
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<script>
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import { generateReport } from '@/api/psychology/ai';
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import MarkdownIt from 'markdown-it';
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export default {
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data() {
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return {
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generating: false,
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report: null,
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md: new MarkdownIt()
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}
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},
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methods: {
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generateReport() {
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this.generating = true;
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const requestData = {
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assessmentData: {
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questionnaire_name: 'MMPI',
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scores: {
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'抑郁': 65,
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'焦虑': 70,
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'社交退缩': 60
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}
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},
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userProfile: {
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user_id: this.userId,
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name: this.userName,
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age: this.userAge,
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gender: this.userGender
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}
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};
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generateReport(requestData).then(response => {
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this.report = response.data;
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this.$message.success('报告生成成功');
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}).catch(error => {
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this.$message.error('报告生成失败: ' + error.message);
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}).finally(() => {
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this.generating = false;
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});
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},
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formatMarkdown(content) {
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return this.md.render(content);
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}
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}
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}
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</script>
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```
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**响应示例**:
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```json
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{
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"code": 200,
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"msg": "操作成功",
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"data": {
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"content": "# 心理评估综合报告\n\n## 基本信息\n- 姓名: 张三\n- 年龄: 30岁\n...",
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"sources": [
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{
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"documentId": "doc_123",
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"documentName": "MMPI量表解读.pdf",
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"category": "临床心理学",
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"snippet": "抑郁量表得分在60-70之间表示...",
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"score": 0.85
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}
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],
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"generationTime": 8500,
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"model": "deepseek-r1:32b"
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}
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}
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```
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### 2. 智能问答
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**接口**: `POST /psychology/ai/chat`
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**参数**:
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```json
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{
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"question": "什么是MMPI量表？",
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"context": ""
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}
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```
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**Vue.js示例**:
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```vue
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<template>
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<div class="chat-container">
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<!-- 消息列表 -->
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<div class="message-list" ref="messageList">
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<div
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v-for="(msg, index) in messages"
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:key="index"
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:class="['message', msg.role]">
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<div class="message-content">
|
||
<div v-if="msg.role === 'user'" class="user-message">
|
||
{{ msg.content }}
|
||
</div>
|
||
<div v-else class="ai-message">
|
||
<div v-html="formatMarkdown(msg.content)"></div>
|
||
<!-- 来源引用 -->
|
||
<div v-if="msg.sources && msg.sources.length > 0" class="sources">
|
||
<el-divider content-position="left">参考来源</el-divider>
|
||
<el-tag
|
||
v-for="(source, idx) in msg.sources"
|
||
:key="idx"
|
||
size="mini"
|
||
@click="viewSource(source)">
|
||
{{ source.documentName }}
|
||
</el-tag>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 输入框 -->
|
||
<div class="input-area">
|
||
<el-input
|
||
v-model="question"
|
||
placeholder="请输入您的问题..."
|
||
@keyup.enter.native="sendQuestion">
|
||
<el-button
|
||
slot="append"
|
||
icon="el-icon-s-promotion"
|
||
@click="sendQuestion"
|
||
:loading="sending">
|
||
发送
|
||
</el-button>
|
||
</el-input>
|
||
</div>
|
||
</div>
|
||
</template>
|
||
|
||
<script>
|
||
import { chat } from '@/api/psychology/ai';
|
||
import MarkdownIt from 'markdown-it';
|
||
|
||
export default {
|
||
data() {
|
||
return {
|
||
messages: [],
|
||
question: '',
|
||
sending: false,
|
||
md: new MarkdownIt()
|
||
}
|
||
},
|
||
methods: {
|
||
sendQuestion() {
|
||
if (!this.question.trim()) return;
|
||
|
||
// 添加用户消息
|
||
this.messages.push({
|
||
role: 'user',
|
||
content: this.question
|
||
});
|
||
|
||
const question = this.question;
|
||
this.question = '';
|
||
this.sending = true;
|
||
|
||
// 调用API
|
||
chat({ question, context: '' }).then(response => {
|
||
// 添加AI回复
|
||
this.messages.push({
|
||
role: 'assistant',
|
||
content: response.data.content,
|
||
sources: response.data.sources
|
||
});
|
||
|
||
// 滚动到底部
|
||
this.$nextTick(() => {
|
||
this.scrollToBottom();
|
||
});
|
||
}).catch(error => {
|
||
this.$message.error('发送失败: ' + error.message);
|
||
}).finally(() => {
|
||
this.sending = false;
|
||
});
|
||
},
|
||
formatMarkdown(content) {
|
||
return this.md.render(content);
|
||
},
|
||
scrollToBottom() {
|
||
const container = this.$refs.messageList;
|
||
container.scrollTop = container.scrollHeight;
|
||
},
|
||
viewSource(source) {
|
||
// 查看来源文档详情
|
||
this.$router.push({
|
||
path: '/psychology/knowledge/detail',
|
||
query: { id: source.documentId }
|
||
});
|
||
}
|
||
}
|
||
}
|
||
</script>
|
||
|
||
<style scoped>
|
||
.chat-container {
|
||
height: 600px;
|
||
display: flex;
|
||
flex-direction: column;
|
||
}
|
||
|
||
.message-list {
|
||
flex: 1;
|
||
overflow-y: auto;
|
||
padding: 20px;
|
||
}
|
||
|
||
.message {
|
||
margin-bottom: 20px;
|
||
}
|
||
|
||
.user-message {
|
||
background: #409EFF;
|
||
color: white;
|
||
padding: 10px 15px;
|
||
border-radius: 10px;
|
||
max-width: 70%;
|
||
margin-left: auto;
|
||
}
|
||
|
||
.ai-message {
|
||
background: #F5F7FA;
|
||
padding: 10px 15px;
|
||
border-radius: 10px;
|
||
max-width: 70%;
|
||
}
|
||
|
||
.sources {
|
||
margin-top: 10px;
|
||
}
|
||
|
||
.input-area {
|
||
padding: 20px;
|
||
border-top: 1px solid #EBEEF5;
|
||
}
|
||
</style>
|
||
```
|
||
|
||
**响应示例**:
|
||
```json
|
||
{
|
||
"code": 200,
|
||
"msg": "操作成功",
|
||
"data": {
|
||
"content": "MMPI（明尼苏达多相人格测验）是一种广泛使用的心理测验...",
|
||
"sources": [
|
||
{
|
||
"documentId": "doc_456",
|
||
"documentName": "心理测验学.pdf",
|
||
"snippet": "MMPI包含567个题目，分为10个临床量表...",
|
||
"score": 0.92
|
||
}
|
||
],
|
||
"generationTime": 3500
|
||
}
|
||
}
|
||
```
|
||
|
||
### 3. 获取系统状态
|
||
|
||
**接口**: `GET /psychology/ai/system/status`
|
||
|
||
**JavaScript示例**:
|
||
```javascript
|
||
fetch('http://localhost:8080/psychology/ai/system/status', {
|
||
headers: {
|
||
'Authorization': 'Bearer ' + token
|
||
}
|
||
})
|
||
.then(response => response.json())
|
||
.then(data => {
|
||
console.log('系统状态:', data.data);
|
||
});
|
||
```
|
||
|
||
**响应示例**:
|
||
```json
|
||
{
|
||
"code": 200,
|
||
"msg": "操作成功",
|
||
"data": {
|
||
"ollamaConnected": true,
|
||
"chromadbConnected": true,
|
||
"currentEmbedModel": "nomic-embed-text",
|
||
"currentGenerateModel": "deepseek-r1:32b",
|
||
"knowledgeStats": {
|
||
"totalDocuments": 10,
|
||
"totalVectors": 150,
|
||
"storageSize": 20971520,
|
||
"documentsByCategory": {
|
||
"人格心理学": 3,
|
||
"认知心理学": 4,
|
||
"临床心理学": 3
|
||
}
|
||
}
|
||
}
|
||
}
|
||
```
|
||
|
||
## 🧪 测试API
|
||
|
||
### 健康检查
|
||
|
||
**接口**: `GET /psychology/rag-test/health`
|
||
|
||
**JavaScript示例**:
|
||
```javascript
|
||
fetch('http://localhost:8080/psychology/rag-test/health')
|
||
.then(response => response.json())
|
||
.then(data => {
|
||
if (data.data.overall_status === 'HEALTHY') {
|
||
console.log('系统健康');
|
||
} else {
|
||
console.error('系统异常');
|
||
}
|
||
});
|
||
```
|
||
|
||
## 📦 API封装示例
|
||
|
||
创建 `src/api/psychology/knowledge.js`:
|
||
|
||
```javascript
|
||
import request from '@/utils/request'
|
||
|
||
// 上传文档
|
||
export function uploadDocument(data) {
|
||
return request({
|
||
url: '/psychology/knowledge/upload',
|
||
method: 'post',
|
||
data: data
|
||
})
|
||
}
|
||
|
||
// 获取文档列表
|
||
export function listKnowledge(query) {
|
||
return request({
|
||
url: '/psychology/knowledge/list',
|
||
method: 'get',
|
||
params: query
|
||
})
|
||
}
|
||
|
||
// 获取文档详情
|
||
export function getKnowledge(id) {
|
||
return request({
|
||
url: '/psychology/knowledge/' + id,
|
||
method: 'get'
|
||
})
|
||
}
|
||
|
||
// 删除文档
|
||
export function deleteKnowledge(id) {
|
||
return request({
|
||
url: '/psychology/knowledge/' + id,
|
||
method: 'delete'
|
||
})
|
||
}
|
||
|
||
// 搜索文档
|
||
export function searchKnowledge(data) {
|
||
return request({
|
||
url: '/psychology/knowledge/search',
|
||
method: 'post',
|
||
data: data
|
||
})
|
||
}
|
||
|
||
// 重建索引
|
||
export function rebuildIndex() {
|
||
return request({
|
||
url: '/psychology/knowledge/rebuild',
|
||
method: 'post'
|
||
})
|
||
}
|
||
```
|
||
|
||
创建 `src/api/psychology/ai.js`:
|
||
|
||
```javascript
|
||
import request from '@/utils/request'
|
||
|
||
// 生成综合报告
|
||
export function generateReport(data) {
|
||
return request({
|
||
url: '/psychology/ai/generate-report',
|
||
method: 'post',
|
||
data: data,
|
||
timeout: 60000 // 60秒超时
|
||
})
|
||
}
|
||
|
||
// 智能问答
|
||
export function chat(data) {
|
||
return request({
|
||
url: '/psychology/ai/chat',
|
||
method: 'post',
|
||
data: data,
|
||
timeout: 30000 // 30秒超时
|
||
})
|
||
}
|
||
|
||
// 获取系统状态
|
||
export function getSystemStatus() {
|
||
return request({
|
||
url: '/psychology/ai/system/status',
|
||
method: 'get'
|
||
})
|
||
}
|
||
```
|
||
|
||
## 🎯 完整使用流程示例
|
||
|
||
```javascript
|
||
// 1. 上传文档
|
||
uploadDocument(formData)
|
||
.then(response => {
|
||
console.log('文档ID:', response.data.doc_id);
|
||
|
||
// 2. 等待处理完成后，生成报告
|
||
return generateReport({
|
||
assessmentData: { /* ... */ },
|
||
userProfile: { /* ... */ }
|
||
});
|
||
})
|
||
.then(response => {
|
||
console.log('报告内容:', response.data.content);
|
||
console.log('知识来源:', response.data.sources);
|
||
})
|
||
.catch(error => {
|
||
console.error('错误:', error);
|
||
});
|
||
```
|
||
|
||
---
|
||
|
||
**提示**: 所有API都支持跨域请求（CORS），前端开发时无需额外配置。
|