transformers.js+multilingual-MiniLM-v2模型离线浏览器端中英文语义搜索检索示例代码

代码语言:html

所属分类:其他

代码描述:transformers.js+multilingual-MiniLM-v2模型离线浏览器端中英文语义搜索检索示例代码,需要连接huggingface.co网站下载40m的paraphrase-multilingual-MiniLM-L12-v2模型到浏览器端运行进行检索,支持中文与英文。

代码标签: transformers.js multilingual-MiniLM-v2 模型 离线 浏览器

下面为部分代码预览,完整代码请点击下载或在bfwstudio webide中打开

<!DOCTYPE html>
<html lang="zh-CN">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>🔍 中英文语义搜索引擎 - Transformers.js</title>
    <style>
        * {
            margin: 0;
            padding: 0;
            box-sizing: border-box;
        }

        body {
            font-family: 'Segoe UI', 'PingFang SC', 'Microsoft YaHei', sans-serif;
            background: linear-gradient(135deg, #1a1a2e 0%, #16213e 50%, #0f3460 100%);
            min-height: 100vh;
            color: #fff;
            padding: 20px;
        }

        .container {
            max-width: 1200px;
            margin: 0 auto;
        }

        h1 {
            text-align: center;
            font-size: 2.5em;
            margin-bottom: 10px;
            background: linear-gradient(90deg, #00d2ff, #3a7bd5, #00d2ff);
            background-size: 200% auto;
            -webkit-background-clip: text;
            -webkit-text-fill-color: transparent;
            animation: shine 3s linear infinite;
        }

        @keyframes shine {
            to { background-position: 200% center; }
        }

        .subtitle {
            text-align: center;
            color: #888;
            margin-bottom: 30px;
        }

        .panel {
            background: rgba(255, 255, 255, 0.05);
            border-radius: 20px;
            padding: 25px;
            margin-bottom: 20px;
            backdrop-filter: blur(10px);
            border: 1px solid rgba(255, 255, 255, 0.1);
            box-shadow: 0 8px 32px rgba(0, 0, 0, 0.3);
        }

        .panel-title {
            font-size: 1.3em;
            margin-bottom: 20px;
            padding-bottom: 15px;
            border-bottom: 2px solid rgba(0, 210, 255, 0.3);
            display: flex;
            align-items: center;
            gap: 10px;
        }

        .search-box {
            display: flex;
            gap: 15px;
            margin-bottom: 20px;
        }

        .search-input {
            flex: 1;
            padding: 15px 25px;
            font-size: 18px;
            border: 2px solid rgba(0, 210, 255, 0.3);
            border-radius: 50px;
            background: rgba(0, 0, 0, 0.3);
            color: #fff;
            outline: none;
            transition: all 0.3s;
        }

        .search-input:focus {
            border-color: #00d2ff;
            box-shadow: 0 0 20px rgba(0, 210, 255, 0.3);
        }

        .search-input::placeholder {
            color: #666;
        }

        .btn {
            padding: 15px 35px;
            border: none;
            border-radius: 50px;
            cursor: pointer;
            font-size: 16px;
            font-weight: bold;
            transition: all 0.3s ease;
            display: flex;
            align-items: center;
            gap: 8px;
        }

        .btn-primary {
         .........完整代码请登录后点击上方下载按钮下载查看

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