523 lines
23 KiB
HTML
523 lines
23 KiB
HTML
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<!DOCTYPE html>
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<html lang="zh-CN">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>模型推理 - 远光软件微调平台</title>
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<script src="../lib/tailwindcss/tailwind.js"></script>
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<script>
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if (typeof console !== 'undefined' && console.warn) {
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const originalWarn = console.warn;
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console.warn = function(...args) {
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if (args[0] && args[0].includes && args[0].includes('cdn.tailwindcss.com')) {
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return;
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}
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originalWarn.apply(console, args);
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};
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}
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</script>
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<link href="../lib/font-awesome/css/font-awesome.min.css" rel="stylesheet">
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<style>
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:root { --primary: #1890ff; --danger: #f5222d; --success: #52c41a; }
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.sidebar-section-title {
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padding: 0.5rem 1rem;
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font-size: 0.75rem;
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color: rgba(191, 203, 217, 0.7);
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font-weight: 500;
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text-transform: uppercase;
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letter-spacing: 0.05em;
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}
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.nav-link:hover { background-color: rgba(0, 21, 41, 0.2); }
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.sidebar-item-active {
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background-color: rgba(24, 144, 255, 0.1);
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color: #1890ff;
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border-left: 4px solid #1890ff;
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}
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/* 侧边栏滑块动画 */
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.sidebar-slider {
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position: absolute;
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width: 4px;
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height: 0;
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background-color: #1890ff;
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border-radius: 0 2px 2px 0;
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transition: top 0.3s cubic-bezier(0.4, 0, 0.2, 1),
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height 0.3s cubic-bezier(0.4, 0, 0.2, 1);
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pointer-events: none;
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z-index: 10;
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}
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.nav-item-wrapper {
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position: relative;
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}
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.nav-link {
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position: relative;
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z-index: 1;
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}
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.chat-message { animation: fadeIn 0.3s ease; }
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@keyframes fadeIn { from { opacity: 0; transform: translateY(10px); } to { opacity: 1; transform: translateY(0); } }
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.typing-indicator span {
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display: inline-block;
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width: 6px;
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height: 6px;
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background-color: #1890ff;
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border-radius: 50%;
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margin: 0 2px;
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animation: typing 1.4s infinite ease-in-out;
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}
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.typing-indicator span:nth-child(2) { animation-delay: 0.2s; }
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.typing-indicator span:nth-child(3) { animation-delay: 0.4s; }
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@keyframes typing { 0%, 60%, 100% { transform: translateY(0); } 30% { transform: translateY(-8px); } }
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.bg-primary { background-color: #1890ff; }
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.text-primary { color: #1890ff; }
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.border-primary { border-color: #1890ff; }
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</style>
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</head>
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<body class="antialiased bg-gray-100 flex h-screen overflow-hidden">
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<!-- 侧边导航 -->
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<aside class="w-64 text-[#bfcbd9] flex-shrink-0 hidden md:block flex flex-col h-full" style="background-color: #001529;">
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<!-- 平台LOGO区域 -->
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<div class="pt-5 pb-3 border-b border-[#001529]/30 flex items-center justify-center pl-2">
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<img src="../assets/logo/logo.png" alt="Logo" class="w-8 h-8 object-contain mr-2">
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<span class="text-white font-medium text-base">远光软件微调平台</span>
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</div>
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<!-- 导航主区域 -->
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<nav class="flex-1 overflow-y-auto py-2 relative">
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<!-- 滑块指示器 -->
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<div class="sidebar-slider" id="sidebar-slider"></div>
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<!-- 第一分区：模型服务 -->
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<div class="sidebar-section-title">模型服务</div>
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<div class="nav-item-wrapper">
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<a href="#" data-page="fine-tune" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-cogs w-5 text-center"></i>
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<span class="ml-2">模型调优</span>
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</a>
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</div>
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<div class="nav-item-wrapper">
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<a href="main.html?page=my-models" data-page="my-models" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-database w-5 text-center"></i>
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<span class="ml-2">我的模型</span>
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</a>
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</div>
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<div class="nav-item-wrapper">
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<a href="#" data-page="model-eval" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-line-chart w-5 text-center"></i>
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<span class="ml-2">模型评测</span>
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</a>
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</div>
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<div class="nav-item-wrapper">
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<a href="#" data-page="model-compare" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-server w-5 text-center"></i>
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<span class="ml-2">模型对比</span>
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</a>
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</div>
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<!-- 第二分区：资源管理 -->
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<div class="sidebar-section-title mt-6">资源管理</div>
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<div class="nav-item-wrapper">
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<a href="#" data-page="model-manage" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-cube w-5 text-center"></i>
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<span class="ml-2">模型管理</span>
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</a>
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</div>
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<div class="nav-item-wrapper">
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<a href="#" data-page="dataset-manage" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-file-text w-5 text-center"></i>
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<span class="ml-2">数据集管理</span>
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</a>
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</div>
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<div class="nav-item-wrapper">
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<a href="#" data-page="data-generate" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-database w-5 text-center"></i>
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<span class="ml-2">其他工具</span>
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</a>
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</div>
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<!-- 第三分区：系统设置 -->
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<div class="sidebar-section-title mt-6">系统设置</div>
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<div class="nav-item-wrapper">
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<a href="#" data-page="config" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-bar-chart w-5 text-center"></i>
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<span class="ml-2">平台性能</span>
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</a>
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</div>
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<div class="nav-item-wrapper">
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<a href="main.html?page=logs" data-page="logs" class="nav-link flex items-center px-4 py-2.5 hover:bg-[#001529]/20 transition-colors">
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<i class="fa fa-file-text w-5 text-center"></i>
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<span class="ml-2">查看日志</span>
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</a>
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</div>
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</nav>
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<div class="p-4 border-t border-[#001529]/30 text-xs mt-auto">
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<div class="mb-2 text-[#bfcbd9]/80">默认业务空间</div>
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<div class="flex items-center justify-between">
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<span class="text-[#bfcbd9]">版本 v1.0.0</span>
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</div>
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</div>
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</aside>
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<!-- 主内容区 -->
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<div class="flex-1 flex flex-col overflow-hidden">
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<!-- 顶部导航 -->
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<header class="bg-white border-b border-gray-200 shadow-sm">
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<div class="flex items-center justify-between px-6 h-14">
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<div class="flex items-center space-x-4">
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<a href="main.html?page=my-models" class="text-gray-500 hover:text-gray-700 flex items-center">
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<i class="fa fa-arrow-left"></i>
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<span class="ml-1">返回我的模型</span>
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</a>
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</div>
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<div class="flex items-center space-x-4">
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<div class="flex items-center text-sm text-gray-600">
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<i class="fa fa-cube text-primary mr-2"></i>
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<span id="modelTitle">加载中...</span>
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</div>
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</div>
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</div>
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</header>
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<!-- 对话区域 -->
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<main class="flex-1 flex flex-col overflow-hidden bg-gray-50">
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<!-- 模型信息栏 -->
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<div class="bg-white border-b border-gray-200 px-6 py-3 flex items-center justify-between">
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<div class="flex items-center space-x-6">
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<div class="flex items-center">
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<span class="text-xs text-gray-400 mr-2">训练方法:</span>
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<span id="trainMethod" class="px-2 py-1 bg-green-100 text-green-700 text-xs rounded">-</span>
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</div>
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<div class="flex items-center">
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<span class="text-xs text-gray-400 mr-2">基座模型:</span>
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<span id="baseModel" class="text-sm text-gray-700">-</span>
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</div>
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</div>
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<div class="flex items-center space-x-4">
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<div class="flex items-center">
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<label class="text-xs text-gray-400 mr-2">Temperature:</label>
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<input type="range" id="temperature" min="0" max="1" step="0.1" value="0.7" class="w-24">
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<span id="temperatureValue" class="ml-2 text-sm text-gray-600">0.7</span>
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</div>
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<button onclick="clearChat()" class="text-xs text-gray-500 hover:text-gray-700">
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<i class="fa fa-trash-o mr-1"></i>清空对话
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</button>
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</div>
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</div>
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<!-- 聊天消息区域 -->
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<div id="chatContainer" class="flex-1 overflow-y-auto p-6 space-y-4">
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<!-- 欢迎消息 -->
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<div class="chat-message flex justify-start">
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<div class="max-w-3xl bg-white rounded-lg shadow-sm p-4 border border-gray-200">
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<div class="flex items-start">
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<div class="w-8 h-8 rounded-full bg-primary flex items-center justify-center flex-shrink-0">
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<i class="fa fa-robot text-white text-sm"></i>
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</div>
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<div class="ml-3">
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<div class="text-xs text-gray-400 mb-1">AI 助手</div>
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<div class="text-sm text-gray-700 leading-relaxed">
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您好！我是基于该模型训练的AI助手。请在下方输入您的问题，我会尽力为您解答。
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</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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<!-- 输入区域 -->
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<div class="bg-white border-t border-gray-200 p-4">
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<div class="max-w-4xl mx-auto">
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<div class="flex items-stretch gap-3">
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<div class="flex-1">
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<textarea id="userInput" placeholder="请输入您的问题..." rows="2"
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class="w-full px-4 py-2.5 border border-gray-300 rounded-lg focus:border-primary focus:outline-none resize-none text-sm h-full"
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onkeydown="if(event.key === 'Enter' && !event.shiftKey) { event.preventDefault(); sendMessage(); }"></textarea>
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</div>
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<button onclick="sendMessage()" id="sendBtn"
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class="px-5 py-2 bg-primary text-white rounded-lg hover:bg-primary/90 transition-colors flex items-center justify-center h-auto self-center">
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<i class="fa fa-paper-plane mr-1.5"></i>
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<span>发送</span>
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</button>
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</div>
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<div class="mt-2 text-xs text-gray-400 flex items-center">
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<i class="fa fa-info-circle mr-1"></i>
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按 Enter 发送，Shift+Enter 换行
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</div>
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</div>
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</div>
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</main>
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</div>
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<script>
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// API 基础地址
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const getApiBase = () => {
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const protocol = window.location.protocol;
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const hostname = window.location.hostname;
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return `${protocol}//${hostname}:7861/api`;
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};
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const API_BASE = typeof window.API_BASE !== 'undefined' ? window.API_BASE : getApiBase();
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// 全局状态
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let currentModel = {
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name: '',
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trainMethod: '',
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baseModel: ''
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};
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let chatHistory = [];
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let isLoading = false;
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// 页面初始化
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document.addEventListener('DOMContentLoaded', function() {
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// 解析URL参数
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const urlParams = new URLSearchParams(window.location.search);
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const modelName = urlParams.get('model');
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const trainMethod = urlParams.get('method');
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if (modelName) {
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currentModel.name = decodeURIComponent(modelName);
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document.getElementById('modelTitle').textContent = currentModel.name;
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}
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if (trainMethod) {
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currentModel.trainMethod = decodeURIComponent(trainMethod);
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const methodDisplay = {
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'lora': 'LoRA',
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'full': '全参微调',
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'sft': 'SFT',
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'dpo': 'DPO',
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'cpt': 'CPT'
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};
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document.getElementById('trainMethod').textContent = methodDisplay[currentModel.trainMethod] || currentModel.trainMethod;
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}
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// 绑定侧边栏导航点击事件
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document.querySelectorAll('.nav-link').forEach(link => {
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link.addEventListener('click', function(e) {
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e.preventDefault();
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const page = this.dataset.page;
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if (page === 'logs') {
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window.location.href = `main.html?page=${page}`;
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} else if (page) {
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window.location.href = `main.html?page=${page}`;
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}
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|||
|
|
});
|
|||
|
|
if (link.dataset.page === 'my-models') {
|
|||
|
|
link.classList.add('sidebar-item-active');
|
|||
|
|
link.classList.remove('hover:bg-[#001529]/20');
|
|||
|
|
}
|
|||
|
|
});
|
|||
|
|
updateSidebarSlider();
|
|||
|
|
|
|||
|
|
// 绑定温度滑块
|
|||
|
|
const tempSlider = document.getElementById('temperature');
|
|||
|
|
const tempValue = document.getElementById('temperatureValue');
|
|||
|
|
tempSlider.addEventListener('input', function() {
|
|||
|
|
tempValue.textContent = this.value;
|
|||
|
|
});
|
|||
|
|
|
|||
|
|
// 聚焦输入框
|
|||
|
|
document.getElementById('userInput').focus();
|
|||
|
|
|
|||
|
|
console.log('[DEBUG] 模型推理页面初始化:', currentModel);
|
|||
|
|
});
|
|||
|
|
|
|||
|
|
// 发送消息
|
|||
|
|
async function sendMessage() {
|
|||
|
|
const input = document.getElementById('userInput');
|
|||
|
|
const message = input.value.trim();
|
|||
|
|
|
|||
|
|
if (!message) return;
|
|||
|
|
if (isLoading) return;
|
|||
|
|
if (!currentModel.name) {
|
|||
|
|
alert('请先选择模型');
|
|||
|
|
return;
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 添加用户消息
|
|||
|
|
addMessage('user', message);
|
|||
|
|
chatHistory.push({ role: 'user', content: message });
|
|||
|
|
|
|||
|
|
// 清空输入框
|
|||
|
|
input.value = '';
|
|||
|
|
|
|||
|
|
// 显示加载状态
|
|||
|
|
isLoading = true;
|
|||
|
|
updateSendButton(true);
|
|||
|
|
|
|||
|
|
// 添加AI加载提示
|
|||
|
|
const loadingId = addLoadingMessage();
|
|||
|
|
|
|||
|
|
try {
|
|||
|
|
const response = await fetch(`${API_BASE}/model-chat/trained`, {
|
|||
|
|
method: 'POST',
|
|||
|
|
headers: { 'Content-Type': 'application/json' },
|
|||
|
|
body: JSON.stringify({
|
|||
|
|
model_name: currentModel.name,
|
|||
|
|
train_method: currentModel.trainMethod || 'lora',
|
|||
|
|
system_prompt: '',
|
|||
|
|
user_question: message,
|
|||
|
|
temperature: parseFloat(document.getElementById('temperature').value),
|
|||
|
|
max_tokens: 2048
|
|||
|
|
})
|
|||
|
|
});
|
|||
|
|
|
|||
|
|
const result = await response.json();
|
|||
|
|
|
|||
|
|
// 移除加载提示
|
|||
|
|
removeLoadingMessage(loadingId);
|
|||
|
|
|
|||
|
|
if (result.code === 0) {
|
|||
|
|
const aiResponse = result.data?.response || '（无回复）';
|
|||
|
|
addMessage('assistant', aiResponse);
|
|||
|
|
chatHistory.push({ role: 'assistant', content: aiResponse });
|
|||
|
|
} else {
|
|||
|
|
addMessage('assistant', `推理失败: ${result.message || '未知错误'}`);
|
|||
|
|
}
|
|||
|
|
} catch (error) {
|
|||
|
|
removeLoadingMessage(loadingId);
|
|||
|
|
addMessage('assistant', `请求异常: ${error.message}`);
|
|||
|
|
} finally {
|
|||
|
|
isLoading = false;
|
|||
|
|
updateSendButton(false);
|
|||
|
|
}
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 添加消息到聊天框
|
|||
|
|
function addMessage(role, content) {
|
|||
|
|
const container = document.getElementById('chatContainer');
|
|||
|
|
const isUser = role === 'user';
|
|||
|
|
|
|||
|
|
const messageDiv = document.createElement('div');
|
|||
|
|
messageDiv.className = 'chat-message flex justify-' + (isUser ? 'end' : 'start');
|
|||
|
|
|
|||
|
|
const avatar = isUser
|
|||
|
|
? `<div class="w-8 h-8 rounded-full bg-gray-400 flex items-center justify-center flex-shrink-0">
|
|||
|
|
<i class="fa fa-user text-white text-sm"></i>
|
|||
|
|
</div>`
|
|||
|
|
: `<div class="w-8 h-8 rounded-full bg-primary flex items-center justify-center flex-shrink-0">
|
|||
|
|
<i class="fa fa-robot text-white text-sm"></i>
|
|||
|
|
</div>`;
|
|||
|
|
|
|||
|
|
const bgClass = isUser ? 'bg-primary text-white' : 'bg-white border border-gray-200';
|
|||
|
|
|
|||
|
|
messageDiv.innerHTML = `
|
|||
|
|
<div class="max-w-3xl ${bgClass} rounded-lg shadow-sm p-4">
|
|||
|
|
<div class="flex items-start ${isUser ? 'flex-row-reverse' : ''}">
|
|||
|
|
${avatar}
|
|||
|
|
<div class="ml-3 ${isUser ? 'text-right' : ''} flex-1">
|
|||
|
|
<div class="text-xs ${isUser ? 'text-gray-300' : 'text-gray-400'} mb-1">
|
|||
|
|
${isUser ? '你' : 'AI 助手'}
|
|||
|
|
</div>
|
|||
|
|
<div class="text-sm leading-relaxed whitespace-pre-wrap">${escapeHtml(content)}</div>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
`;
|
|||
|
|
|
|||
|
|
container.appendChild(messageDiv);
|
|||
|
|
container.scrollTop = container.scrollHeight;
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 添加加载中的消息
|
|||
|
|
function addLoadingMessage() {
|
|||
|
|
const container = document.getElementById('chatContainer');
|
|||
|
|
const loadingId = 'loading-' + Date.now();
|
|||
|
|
|
|||
|
|
const loadingDiv = document.createElement('div');
|
|||
|
|
loadingDiv.id = loadingId;
|
|||
|
|
loadingDiv.className = 'chat-message flex justify-start';
|
|||
|
|
|
|||
|
|
loadingDiv.innerHTML = `
|
|||
|
|
<div class="max-w-3xl bg-white rounded-lg shadow-sm p-4 border border-gray-200">
|
|||
|
|
<div class="flex items-start">
|
|||
|
|
<div class="w-8 h-8 rounded-full bg-primary flex items-center justify-center flex-shrink-0">
|
|||
|
|
<i class="fa fa-robot text-white text-sm"></i>
|
|||
|
|
</div>
|
|||
|
|
<div class="ml-3">
|
|||
|
|
<div class="text-xs text-gray-400 mb-1">AI 助手</div>
|
|||
|
|
<div class="typing-indicator">
|
|||
|
|
<span></span><span></span><span></span>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
`;
|
|||
|
|
|
|||
|
|
container.appendChild(loadingDiv);
|
|||
|
|
container.scrollTop = container.scrollHeight;
|
|||
|
|
|
|||
|
|
return loadingId;
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 移除加载消息
|
|||
|
|
function removeLoadingMessage(id) {
|
|||
|
|
const loadingDiv = document.getElementById(id);
|
|||
|
|
if (loadingDiv) {
|
|||
|
|
loadingDiv.remove();
|
|||
|
|
}
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 更新发送按钮状态
|
|||
|
|
function updateSendButton(loading) {
|
|||
|
|
const btn = document.getElementById('sendBtn');
|
|||
|
|
if (loading) {
|
|||
|
|
btn.innerHTML = '<i class="fa fa-spinner fa-spin mr-2"></i>处理中';
|
|||
|
|
btn.disabled = true;
|
|||
|
|
btn.classList.add('opacity-50', 'cursor-not-allowed');
|
|||
|
|
} else {
|
|||
|
|
btn.innerHTML = '<i class="fa fa-paper-plane mr-2"></i>发送';
|
|||
|
|
btn.disabled = false;
|
|||
|
|
btn.classList.remove('opacity-50', 'cursor-not-allowed');
|
|||
|
|
}
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 清空对话
|
|||
|
|
function clearChat() {
|
|||
|
|
const container = document.getElementById('chatContainer');
|
|||
|
|
container.innerHTML = `
|
|||
|
|
<div class="chat-message flex justify-start">
|
|||
|
|
<div class="max-w-3xl bg-white rounded-lg shadow-sm p-4 border border-gray-200">
|
|||
|
|
<div class="flex items-start">
|
|||
|
|
<div class="w-8 h-8 rounded-full bg-primary flex items-center justify-center flex-shrink-0">
|
|||
|
|
<i class="fa fa-robot text-white text-sm"></i>
|
|||
|
|
</div>
|
|||
|
|
<div class="ml-3">
|
|||
|
|
<div class="text-xs text-gray-400 mb-1">AI 助手</div>
|
|||
|
|
<div class="text-sm text-gray-700 leading-relaxed">
|
|||
|
|
对话已清空，请继续提问。
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
</div>
|
|||
|
|
`;
|
|||
|
|
chatHistory = [];
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// HTML转义
|
|||
|
|
function escapeHtml(text) {
|
|||
|
|
const div = document.createElement('div');
|
|||
|
|
div.textContent = text;
|
|||
|
|
return div.innerHTML;
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 更新侧边栏滑块位置
|
|||
|
|
function updateSidebarSlider() {
|
|||
|
|
const slider = document.getElementById('sidebar-slider');
|
|||
|
|
if (!slider) return;
|
|||
|
|
const activeLink = document.querySelector('.nav-link.bg-\\[\\#1890ff\\]\\/10');
|
|||
|
|
if (activeLink) {
|
|||
|
|
const wrapper = activeLink.closest('.nav-item-wrapper');
|
|||
|
|
if (wrapper) {
|
|||
|
|
slider.style.top = wrapper.offsetTop + 'px';
|
|||
|
|
slider.style.height = wrapper.offsetHeight + 'px';
|
|||
|
|
}
|
|||
|
|
}
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
// 暴露到全局
|
|||
|
|
window.sendMessage = sendMessage;
|
|||
|
|
window.clearChat = clearChat;
|
|||
|
|
</script>
|
|||
|
|
</body>
|
|||
|
|
</html>
|