新增 AI 合同/简历审核功能(小米 MiMo 多模态大模型)

核心诉求:合同审核站在我方(德睿福)立场,找出不利条款并给出利好我方的
修改/补充建议;简历审核评估候选人与目标岗位的匹配度。

后端(ruoyi-oa):
- 接入小米 MiMo(OpenAI 兼容 /chat/completions),mimo-v2.5 多模态模型
  · MiMoProperties 绑定 application.yml mimo: 配置(base-url/api-key/model/...)
  · MiMoClient:text + multimodal(image_url base64) 两种调用,独立长超时
    RestTemplate;mimo-v2.5 是推理模型,max-tokens 配 8192 留足思考额度
- DocumentParseUtil:PDF 文字(PDFBox)、Word(POI: docx XWPF / doc HWPF),
  扫描版 PDF(提取文字过短)用 PDFRenderer 转 PNG 走多模态
- OaAiReview 实体 + BO/VO/Mapper/Service/Controller(/oa/aiReview)
  · analyze 上传解析→构建提示词→调用大模型→留存原件(OSS)→落库
  · 合同/简历两套提示词;正则解析风险评级:高/中/低与匹配度评分:NN入库
  · 提供 list/detail/delete
- ruoyi-oa/pom.xml 增加 poi-ooxml、poi-scratchpad(Word 解析)
- application.yml 增加 mimo: 配置块

前端(ruoyi-ui):
- views/oa/aiReview/index.vue:类型切换(合同/简历)、拖拽上传(pdf/word)、
  简历目标岗位输入、审核(loading)、Markdown 结果渲染、历史记录列表
- api/oa/aiReview.js:analyze 用 FormData,超时放宽到 5 分钟

SQL(已应用到生产库):
- oa_ai_review 表;菜单挂信息下(menu_id 2063910000000000001),授权10个角色

已用真实接口端到端验证:合同审核输出利好我方意见、风险评级可正确解析。

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
2026-06-12 10:00:09 +08:00
parent 6f64c3d4af
commit faca2f85eb
15 changed files with 1068 additions and 0 deletions

View File

@@ -0,0 +1,28 @@
import request from '@/utils/request'
/**
* 上传合同/简历进行 AI 审核
* @param {FormData} data 包含 file, reviewType(contract|resume), position(可选)
*/
export function analyzeAiReview (data) {
return request({
url: '/oa/aiReview/analyze',
method: 'post',
data,
headers: { 'Content-Type': 'multipart/form-data' },
// 推理模型 + 长文档,单次可能较慢,放宽到 5 分钟
timeout: 300000
})
}
export function listAiReview (query) {
return request({ url: '/oa/aiReview/list', method: 'get', params: query })
}
export function getAiReview (id) {
return request({ url: '/oa/aiReview/' + id, method: 'get' })
}
export function delAiReview (ids) {
return request({ url: '/oa/aiReview/' + ids, method: 'delete' })
}

View File

@@ -0,0 +1,284 @@
<template>
<div class="app-container ai-review">
<el-row :gutter="12">
<!-- 上传 + 历史 -->
<el-col :span="8" :xs="24">
<el-card shadow="never" class="panel">
<div slot="header" class="hd">
<i class="el-icon-cpu" /> AI 智能审核
</div>
<el-radio-group v-model="reviewType" size="small" class="type-switch" @change="onTypeChange">
<el-radio-button label="contract">合同审核</el-radio-button>
<el-radio-button label="resume">简历审核</el-radio-button>
</el-radio-group>
<div class="hint">
{{ reviewType === 'contract'
? '从“我方”利益角度审查合同,找出不利条款并给出利好我方的修改/补充建议。'
: '评估候选人,分析与目标岗位的匹配度、优势短板与面试建议。' }}
</div>
<el-input v-if="reviewType === 'resume'" v-model="position" size="small" class="pos-input"
placeholder="目标岗位(选填,如:机械设计工程师)" clearable />
<el-upload ref="uploader" drag action="#" :auto-upload="false" :limit="1"
:show-file-list="true" :on-change="onFileChange" :on-remove="onFileRemove"
:file-list="fileList" accept=".pdf,.doc,.docx" class="uploader">
<i class="el-icon-upload" />
<div class="el-upload__text">将文件拖到此处<em>点击上传</em></div>
<div slot="tip" class="el-upload__tip">支持 PDF / Word(.doc/.docx)单个文件 20MB</div>
</el-upload>
<el-button type="primary" icon="el-icon-magic-stick" :loading="analyzing"
style="width:100%" @click="doAnalyze">
{{ analyzing ? 'AI 审核中' : '开始审核' }}
</el-button>
<div class="hist-hd">
<span><i class="el-icon-time" /> 历史记录</span>
<el-input v-model="query.keyword" size="mini" placeholder="搜索文件名/岗位" clearable
prefix-icon="el-icon-search" style="width:150px"
@keyup.enter.native="searchHist" @clear="searchHist" />
</div>
<div v-loading="histLoading" class="hist-list">
<div v-if="histList.length === 0 && !histLoading" class="hist-empty">暂无记录</div>
<div v-for="r in histList" :key="r.id" class="hist-item"
:class="{ sel: current && current.id === r.id }" @click="viewHistory(r.id)">
<div class="hi-top">
<el-tag size="mini" :type="r.reviewType === 'contract' ? 'warning' : 'success'" effect="plain">
{{ r.reviewType === 'contract' ? '合同' : '简历' }}
</el-tag>
<span v-if="r.reviewType === 'resume' && r.matchScore != null" class="hi-badge score">
{{ r.matchScore }}
</span>
<span v-if="r.reviewType === 'contract' && r.riskLevel" class="hi-badge"
:class="riskClass(r.riskLevel)">{{ r.riskLevel }}风险</span>
<el-button type="text" icon="el-icon-delete" class="hi-del" @click.stop="delHistory(r)" />
</div>
<div class="hi-name">{{ r.fileName }}</div>
<div class="hi-meta">{{ r.position || '—' }} · {{ r.createTime }}</div>
</div>
</div>
<pagination v-show="total > 0" :total="total" :page.sync="query.pageNum"
:limit.sync="query.pageSize" :page-sizes="[10,20,50]" small @pagination="loadHist" />
</el-card>
</el-col>
<!-- 结果 -->
<el-col :span="16" :xs="24">
<el-card shadow="never" class="panel result-panel">
<div slot="header" class="hd result-hd">
<span><i class="el-icon-document-checked" /> 审核结果</span>
<div v-if="current" class="result-tags">
<el-tag size="mini" :type="current.reviewType === 'contract' ? 'warning' : 'success'">
{{ current.reviewType === 'contract' ? '合同' : '简历' }}
</el-tag>
<span class="r-file">{{ current.fileName }}</span>
<el-tag v-if="current.reviewType === 'resume' && current.matchScore != null"
size="mini" type="success" effect="dark">匹配度 {{ current.matchScore }}</el-tag>
<el-tag v-if="current.reviewType === 'contract' && current.riskLevel"
size="mini" :type="riskTagType(current.riskLevel)" effect="dark">
{{ current.riskLevel }}风险</el-tag>
</div>
</div>
<div v-loading="analyzing" :element-loading-text="loadingText" class="result-body">
<div v-if="!current && !analyzing" class="result-empty">
<i class="el-icon-cpu" />
<div>上传合同或简历点击开始审核获取 AI 分析结果</div>
</div>
<div v-else-if="current" class="md-body" v-html="renderedMd" />
<div v-else class="result-empty"><div>{{ loadingText }}</div></div>
</div>
</el-card>
</el-col>
</el-row>
</div>
</template>
<script>
import { analyzeAiReview, listAiReview, getAiReview, delAiReview } from '@/api/oa/aiReview'
const marked = require('marked')
export default {
name: 'OaAiReview',
data () {
return {
reviewType: 'contract',
position: '',
fileList: [],
rawFile: null,
analyzing: false,
loadingText: 'AI 审核中,长文档可能需要 30~90 秒,请稍候…',
current: null,
histList: [],
total: 0,
histLoading: false,
query: { pageNum: 1, pageSize: 10, keyword: '', reviewType: '' }
}
},
computed: {
renderedMd () {
if (!this.current || !this.current.resultMd) return ''
try { return marked(this.current.resultMd) } catch (e) { return this.current.resultMd }
}
},
created () {
marked.setOptions({ breaks: true })
this.loadHist()
},
methods: {
onTypeChange () {
this.query.reviewType = ''
this.loadHist()
},
onFileChange (file, fileList) {
// 仅保留最后一个文件
if (fileList.length > 1) fileList.splice(0, fileList.length - 1)
const isOk = /\.(pdf|doc|docx)$/i.test(file.name)
if (!isOk) {
this.$modal.msgError('仅支持 PDF / Word(.doc/.docx)')
this.fileList = []
this.rawFile = null
return
}
if (file.size > 20 * 1024 * 1024) {
this.$modal.msgError('文件不能超过 20MB')
this.fileList = []
this.rawFile = null
return
}
this.rawFile = file.raw
this.fileList = [file]
},
onFileRemove () {
this.rawFile = null
this.fileList = []
},
async doAnalyze () {
if (!this.rawFile) return this.$modal.msgError('请先上传文件')
const fd = new FormData()
fd.append('file', this.rawFile)
fd.append('reviewType', this.reviewType)
if (this.reviewType === 'resume' && this.position) fd.append('position', this.position)
this.analyzing = true
this.current = null
try {
const res = await analyzeAiReview(fd)
this.current = res.data
this.$modal.msgSuccess('审核完成')
this.loadHist()
} catch (e) {
// request.js 已弹错误提示
} finally {
this.analyzing = false
}
},
searchHist () {
this.query.pageNum = 1
this.loadHist()
},
loadHist () {
this.histLoading = true
this.query.reviewType = this.reviewType
listAiReview(this.query).then(res => {
this.histList = res.rows || []
this.total = res.total || 0
}).finally(() => { this.histLoading = false })
},
viewHistory (id) {
getAiReview(id).then(res => { this.current = res.data })
},
delHistory (r) {
this.$modal.confirm(`确认删除「${r.fileName}」的审核记录?`).then(() => {
return delAiReview(r.id)
}).then(() => {
this.$modal.msgSuccess('已删除')
if (this.current && this.current.id === r.id) this.current = null
this.loadHist()
}).catch(() => {})
},
riskClass (r) {
return r === '高' ? 'risk-high' : (r === '中' ? 'risk-mid' : 'risk-low')
},
riskTagType (r) {
return r === '高' ? 'danger' : (r === '中' ? 'warning' : 'success')
}
}
}
</script>
<style scoped lang="scss">
.ai-review { padding: 10px; }
.panel { ::v-deep .el-card__header { padding: 10px 14px; } }
.hd { font-weight: 600; font-size: 14px; color: #303133; i { color: #409eff; margin-right: 4px; } }
.type-switch { margin-bottom: 10px; width: 100%;
::v-deep .el-radio-button { width: 50%; }
::v-deep .el-radio-button__inner { width: 100%; }
}
.hint { font-size: 12px; color: #909399; line-height: 1.6; margin-bottom: 10px; }
.pos-input { margin-bottom: 10px; }
.uploader { margin-bottom: 10px;
::v-deep .el-upload, ::v-deep .el-upload-dragger { width: 100%; }
::v-deep .el-upload-dragger { height: 130px; }
.el-icon-upload { font-size: 40px; color: #c0c4cc; margin: 18px 0 8px; line-height: 1; }
}
.hist-hd { display: flex; justify-content: space-between; align-items: center;
margin: 14px 0 8px; font-size: 13px; font-weight: 600; color: #303133;
i { color: #409eff; margin-right: 4px; }
}
.hist-list { max-height: calc(100vh - 470px); overflow-y: auto; display: flex; flex-direction: column; gap: 6px; }
.hist-empty { text-align: center; color: #c0c4cc; padding: 20px 0; font-size: 12px; }
.hist-item { border: 1px solid #ebeef5; border-radius: 4px; padding: 6px 10px; cursor: pointer; transition: .15s;
&:hover { border-color: #409eff; background: #fafdff; }
&.sel { border-color: #409eff; background: #ecf5ff; }
.hi-top { display: flex; align-items: center; gap: 6px; }
.hi-badge { font-size: 11px; padding: 0 5px; border-radius: 8px; line-height: 16px;
&.score { background: #f0f9eb; color: #67c23a; }
&.risk-high { background: #fef0f0; color: #f56c6c; }
&.risk-mid { background: #fdf6ec; color: #e6a23c; }
&.risk-low { background: #f0f9eb; color: #67c23a; }
}
.hi-del { margin-left: auto; padding: 0; color: #c0c4cc; &:hover { color: #f56c6c; } }
.hi-name { font-size: 13px; color: #303133; margin: 3px 0 1px; overflow: hidden;
text-overflow: ellipsis; white-space: nowrap; }
.hi-meta { font-size: 11px; color: #909399; }
}
.result-panel { min-height: calc(100vh - 140px); }
.result-hd { display: flex; justify-content: space-between; align-items: center;
.result-tags { display: flex; align-items: center; gap: 8px;
.r-file { font-size: 12px; color: #606266; max-width: 320px; overflow: hidden;
text-overflow: ellipsis; white-space: nowrap; }
}
}
.result-body { min-height: 400px; }
.result-empty { text-align: center; color: #c0c4cc; padding: 100px 0;
i { font-size: 56px; opacity: .4; display: block; margin-bottom: 14px; }
}
.md-body {
font-size: 14px; color: #2c3e50; line-height: 1.8; padding: 4px 6px;
::v-deep {
h1, h2, h3 { color: #303133; margin: 18px 0 10px; font-weight: 600; }
h1 { font-size: 19px; } h2 { font-size: 16px; border-left: 3px solid #409eff; padding-left: 8px; }
h3 { font-size: 14px; }
p { margin: 8px 0; }
ul, ol { padding-left: 22px; margin: 8px 0; }
li { margin: 4px 0; }
strong { color: #c0392b; }
code { background: #f4f7fa; padding: 1px 5px; border-radius: 3px; font-size: 13px; color: #e6a23c; }
table { border-collapse: collapse; width: 100%; margin: 10px 0; }
th, td { border: 1px solid #ebeef5; padding: 6px 10px; font-size: 13px; }
th { background: #f5f7fa; }
blockquote { border-left: 3px solid #dcdfe6; padding-left: 10px; color: #909399; margin: 8px 0; }
}
}
</style>