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ObsidianStyleGraphViewer
File size: 8,183 Bytes
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<!DOCTYPE html>
<html lang="ko">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>ν•œκ΅­μ–΄ 단어 의미 λ„€νŠΈμ›Œν¬ μ‹œκ°ν™”</title>
    <!-- Plotly.js -->
    <script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
    <!-- Bootstrap CSS -->
    <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.2.3/dist/css/bootstrap.min.css" rel="stylesheet">
    <style>
        body {
            font-family: 'Malgun Gothic', 'Apple Gothic', 'NanumGothic', sans-serif;
            padding: 20px;
            background-color: #f8f9fa;
        }
        #graphContainer {
            height: 80vh;
            width: 100%;
            border-radius: 8px;
            background-color: #fff;
            box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
            margin-bottom: 20px;
        }
        .controls-container {
            background-color: #fff;
            padding: 20px;
            border-radius: 8px;
            box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
            margin-bottom: 20px;
        }
        .spinner {
            position: absolute;
            top: 50%;
            left: 50%;
            transform: translate(-50%, -50%);
            z-index: 1000;
        }
        .info-section {
            margin-top: 20px;
            background-color: #fff;
            padding: 20px;
            border-radius: 8px;
            box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
        }
        h1, h3 {
            color: #343a40;
        }
        .btn-primary {
            background-color: #5a67d8;
            border-color: #5a67d8;
        }
        .btn-primary:hover {
            background-color: #4c51bf;
            border-color: #4c51bf;
        }
    </style>
</head>
<body>
    <div class="container">
        <div class="row mb-4">
            <div class="col-12">
                <h1 class="text-center my-4">ν•œκ΅­μ–΄ 단어 의미 λ„€νŠΈμ›Œν¬ μ‹œκ°ν™”</h1>
                <div class="alert alert-info" role="alert">
                    이 λ„κ΅¬λŠ” ν•œκ΅­μ–΄ 단어듀 κ°„μ˜ 의미적 관계λ₯Ό 3D κ³΅κ°„μ—μ„œ μ‹œκ°ν™”ν•©λ‹ˆλ‹€. BGE-M3 λ‹€κ΅­μ–΄ μž„λ² λ”© λͺ¨λΈμ„ μ‚¬μš©ν•˜μ—¬ 단어 κ°„ 의미적 μœ μ‚¬μ„±μ„ λΆ„μ„ν•©λ‹ˆλ‹€.
                </div>
            </div>
        </div>

        <div class="row">
            <div class="col-md-3">
                <div class="controls-container">
                    <h3>μ„€μ •</h3>
                    <div class="mb-3">
                        <label for="thresholdSlider" class="form-label">μœ μ‚¬λ„ μž„κ³„κ°’ ({{ threshold }})</label>
                        <input type="range" class="form-range" id="thresholdSlider" min="0.1" max="0.9" step="0.05" v-model="threshold">
                        <div class="form-text">높은 κ°’ = 더 μ—„κ²©ν•œ μ—°κ²° κΈ°μ€€ (적은 엣지)</div>
                    </div>

                    <div class="d-grid gap-2">
                        <button class="btn btn-primary" @click="generateGraph" :disabled="isLoading">
                            κ·Έλž˜ν”„ 생성
                        </button>
                    </div>

                    <div class="info-section">
                        <h3>데이터 정보</h3>
                        <div v-if="dataInfo">
                            <p><strong>단어 수:</strong> {{ dataInfo.wordCount }}</p>
                            <p><strong>μƒ˜ν”Œ 단어:</strong></p>
                            <div class="text-muted">{{ dataInfo.sampleWords.join(', ') }}</div>
                        </div>
                        <div v-else>
                            <p class="text-muted">데이터 정보λ₯Ό λ‘œλ“œ μ€‘μž…λ‹ˆλ‹€...</p>
                        </div>
                    </div>
                </div>
            </div>

            <div class="col-md-9">
                <div id="graphContainer" style="position: relative;">
                    <div class="spinner" v-if="isLoading">
                        <div class="spinner-border text-primary" role="status">
                            <span class="visually-hidden">λ‘œλ”© 쀑...</span>
                        </div>
                    </div>
                </div>

                <div class="alert alert-secondary">
                    <h5>μ‘°μž‘ 방법:</h5>
                    <ul>
                        <li>마우슀 휠: ν™•λŒ€/μΆ•μ†Œ</li>
                        <li>마우슀 λ“œλž˜κ·Έ: νšŒμ „</li>
                        <li>마우슀 였λ₯Έμͺ½ λ²„νŠΌ λ“œλž˜κ·Έ: 이동</li>
                        <li>단어에 마우슀 μ˜€λ²„: 상세 정보 확인</li>
                    </ul>
                </div>
            </div>
        </div>

        <div class="row mt-4">
            <div class="col-12">
                <div class="card">
                    <div class="card-body">
                        <h3 class="card-title">이 μ‹œκ°ν™”μ— λŒ€ν•΄</h3>
                        <p class="card-text">
                            이 λ„κ΅¬λŠ” λ‹€μŒκ³Ό 같은 κΈ°μˆ μ„ μ‚¬μš©ν•˜μ—¬ ν•œκ΅­μ–΄ 단어 λ„€νŠΈμ›Œν¬λ₯Ό μ‹œκ°ν™”ν•©λ‹ˆλ‹€:
                        </p>
                        <ul>
                            <li><strong>BAAI/bge-m3 μž„λ² λ”©:</strong> λ‹€μ–‘ν•œ 언어에 μ΅œμ ν™”λœ μ΅œμ‹  μž„λ² λ”© λͺ¨λΈλ‘œ, ν•œκ΅­μ–΄μ—μ„œλ„ μš°μˆ˜ν•œ μ„±λŠ₯을 λ³΄μž…λ‹ˆλ‹€.</li>
                            <li><strong>t-SNE 차원 μΆ•μ†Œ:</strong> λ³΅μž‘ν•œ 고차원 벑터λ₯Ό 3D 곡간에 νˆ¬μ˜ν•˜μ—¬ 의미적 관계λ₯Ό μ‹œκ°ν™”ν•©λ‹ˆλ‹€.</li>
                            <li><strong>코사인 μœ μ‚¬λ„:</strong> 단어 벑터 κ°„ 각도λ₯Ό 기반으둜 의미적 μœ μ‚¬μ„±μ„ μΈ‘μ •ν•©λ‹ˆλ‹€.</li>
                            <li><strong>Plotly μ‹œκ°ν™”:</strong> μΈν„°λž™ν‹°λΈŒν•œ 3D μ‹œκ°ν™”λ₯Ό μ œκ³΅ν•©λ‹ˆλ‹€.</li>
                        </ul>
                        <p class="card-text">
                            각 λ‹¨μ–΄λŠ” 3D κ³΅κ°„μ˜ 점으둜 ν‘œμ‹œλ˜λ©°, μœ μ‚¬λ„κ°€ 높은 단어듀은 μ—°κ²°μ„ (엣지)으둜 μ—°κ²°λ©λ‹ˆλ‹€. 색상은 zμΆ• 값에 따라 λ‹€λ₯΄κ²Œ ν‘œμ‹œλ©λ‹ˆλ‹€.
                        </p>
                    </div>
                </div>
            </div>
        </div>
    </div>

    <!-- Vue.js -->
    <script src="https://cdn.jsdelivr.net/npm/vue@3.2.36/dist/vue.global.prod.js"></script>
    <!-- Axios -->
    <script src="https://cdn.jsdelivr.net/npm/axios/dist/axios.min.js"></script>
    <script>
        const app = Vue.createApp({
            data() {
                return {
                    threshold: 0.7,
                    isLoading: false,
                    dataInfo: null,
                    errorMessage: ''
                }
            },
            mounted() {
                this.loadDataInfo();
                this.generateGraph();
            },
            methods: {
                loadDataInfo() {
                    axios.get('/data-info')
                        .then(response => {
                            this.dataInfo = response.data;
                        })
                        .catch(error => {
                            console.error('데이터 정보 λ‘œλ“œ 였λ₯˜:', error);
                        });
                },
                generateGraph() {
                    this.isLoading = true;
                    this.errorMessage = '';

                    axios.post('/generate-graph', {
                        threshold: this.threshold,
                        use_default_data: true
                    })
                        .then(response => {
                            const graphData = response.data;
                            Plotly.newPlot('graphContainer', JSON.parse(graphData));
                            this.isLoading = false;
                        })
                        .catch(error => {
                            console.error('κ·Έλž˜ν”„ 생성 였λ₯˜:', error);
                            this.errorMessage = 'κ·Έλž˜ν”„ 생성 쀑 였λ₯˜κ°€ λ°œμƒν–ˆμŠ΅λ‹ˆλ‹€.';
                            this.isLoading = false;
                        });
                }
            }
        });

        app.mount('.container');
    </script>
</body>
</html>