File size: 14,623 Bytes
ec1988c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 |
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Admin Dashboard - SASTRA Chatbot</title>
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/css/bootstrap.min.css" rel="stylesheet">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css">
<link rel="stylesheet" href="{{ url_for('static', filename='css/style.css') }}">
</head>
<body>
<!-- Admin Header -->
<nav class="navbar navbar-expand-lg navbar-dark bg-dark">
<div class="container">
<a class="navbar-brand" href="/">
<i class="fas fa-university me-2"></i>SASTRA Admin
</a>
<div class="navbar-nav ms-auto">
<a href="/" class="nav-link">
<i class="fas fa-robot me-1"></i>Chat
</a>
<a href="/logout" class="nav-link">
<i class="fas fa-sign-out-alt me-1"></i>Logout
</a>
</div>
</div>
</nav>
<div class="container mt-4">
<div class="row">
<div class="col-md-12">
<h2 class="mb-4">
<i class="fas fa-tachometer-alt me-2"></i>Admin Dashboard
</h2>
</div>
</div>
<!-- Retraining Section -->
<div class="row mb-4">
<div class="col-md-12">
<div class="card">
<div class="card-header bg-warning text-dark">
<h5 class="mb-0">
<i class="fas fa-retweet me-2"></i>Model Retraining
</h5>
</div>
<div class="card-body">
<div class="alert alert-info">
<i class="fas fa-info-circle me-2"></i>
Upload a new Excel file with keyword-response pairs to update the chatbot's knowledge.
</div>
<form id="retrainForm">
<div class="mb-3">
<label for="trainingFile" class="form-label">Upload Training Data (Excel)</label>
<input class="form-control" type="file" id="trainingFile" accept=".xlsx">
<div class="form-text">
Excel file should have columns: "keyword" and "response"
</div>
</div>
<div class="d-flex gap-2">
<button type="submit" class="btn btn-warning" id="retrainBtn">
<i class="fas fa-sync me-2"></i>Retrain Model
</button>
<a href="/api/download_logs" class="btn btn-outline-primary">
<i class="fas fa-download me-2"></i>Download Logs
</a>
</div>
</form>
<div id="retrainResult" class="mt-3"></div>
</div>
</div>
</div>
</div>
<!-- Analytics Section -->
<div class="row">
<div class="col-md-12">
<div class="card">
<div class="card-header bg-success text-white">
<h5 class="mb-0">
<i class="fas fa-chart-bar me-2"></i>Analytics Dashboard
</h5>
</div>
<div class="card-body">
<div class="d-flex justify-content-between mb-3">
<button class="btn btn-outline-success" onclick="refreshAnalytics()">
<i class="fas fa-redo me-2"></i>Refresh Analytics
</button>
<span class="text-muted">Last updated: <span id="lastUpdate">Never</span></span>
</div>
<!-- Analytics Cards -->
<div class="row" id="analyticsCards">
<div class="col-md-3 mb-3">
<div class="card text-center h-100">
<div class="card-body">
<h1 class="display-4 text-primary" id="totalQueries">0</h1>
<p class="card-text">Total Queries</p>
</div>
</div>
</div>
<div class="col-md-9 mb-3">
<div class="card h-100">
<div class="card-header">
<h6 class="mb-0">Language Distribution</h6>
</div>
<div class="card-body">
<div class="table-responsive">
<table class="table table-sm" id="langTable">
<tbody>
<!-- Filled by JavaScript -->
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<!-- Response Types & Top Questions -->
<div class="row mt-3">
<div class="col-md-6 mb-3">
<div class="card h-100">
<div class="card-header">
<h6 class="mb-0">Response Types</h6>
</div>
<div class="card-body">
<div class="table-responsive">
<table class="table table-sm" id="responseTypeTable">
<tbody>
<!-- Filled by JavaScript -->
</tbody>
</table>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card h-100">
<div class="card-header">
<h6 class="mb-0">Recent Questions</h6>
</div>
<div class="card-body">
<ul class="list-group list-group-flush" id="topQuestions">
<!-- Filled by JavaScript -->
</ul>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- Bootstrap JS -->
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/js/bootstrap.bundle.min.js"></script>
<!-- Admin JavaScript -->
<script>
document.getElementById('retrainForm').addEventListener('submit', async function(e) {
e.preventDefault();
const fileInput = document.getElementById('trainingFile');
const retrainBtn = document.getElementById('retrainBtn');
const resultDiv = document.getElementById('retrainResult');
if (!fileInput.files.length) {
resultDiv.innerHTML = `
<div class="alert alert-warning">
<i class="fas fa-exclamation-triangle me-2"></i>
Please select an Excel file to upload.
</div>
`;
return;
}
const formData = new FormData();
formData.append('file', fileInput.files[0]);
retrainBtn.disabled = true;
retrainBtn.innerHTML = '<i class="fas fa-spinner fa-spin me-2"></i>Retraining...';
try {
const response = await fetch('/api/retrain', {
method: 'POST',
body: formData
});
const data = await response.json();
if (response.ok) {
resultDiv.innerHTML = `
<div class="alert alert-success">
<i class="fas fa-check-circle me-2"></i>
${data.message}
</div>
`;
// Refresh analytics after retraining
refreshAnalytics();
} else {
resultDiv.innerHTML = `
<div class="alert alert-danger">
<i class="fas fa-times-circle me-2"></i>
Error: ${data.error || 'Failed to retrain'}
</div>
`;
}
} catch (error) {
resultDiv.innerHTML = `
<div class="alert alert-danger">
<i class="fas fa-times-circle me-2"></i>
Network error: ${error.message}
</div>
`;
} finally {
retrainBtn.disabled = false;
retrainBtn.innerHTML = '<i class="fas fa-sync me-2"></i>Retrain Model';
}
});
async function refreshAnalytics() {
try {
const response = await fetch('/api/analytics');
const data = await response.json();
if (response.ok) {
// Update last update time
const now = new Date();
document.getElementById('lastUpdate').textContent = now.toLocaleTimeString();
// Update total queries
document.getElementById('totalQueries').textContent = data.total_queries || 0;
// Update language distribution
const langTable = document.getElementById('langTable');
langTable.innerHTML = '';
if (data.language_distribution) {
for (const [lang, count] of Object.entries(data.language_distribution)) {
const row = document.createElement('tr');
row.innerHTML = `
<td>${getLanguageName(lang)}</td>
<td>${count}</td>
<td>
<div class="progress" style="height: 10px;">
<div class="progress-bar" style="width: ${(count / data.total_queries * 100) || 0}%"></div>
</div>
</td>
`;
langTable.appendChild(row);
}
}
// Update response types
const responseTable = document.getElementById('responseTypeTable');
responseTable.innerHTML = '';
if (data.response_types) {
for (const [type, count] of Object.entries(data.response_types)) {
const row = document.createElement('tr');
const badgeColor = getResponseTypeColor(type);
row.innerHTML = `
<td><span class="badge ${badgeColor}">${type.toUpperCase()}</span></td>
<td>${count}</td>
`;
responseTable.appendChild(row);
}
}
// Update top questions
const topQuestions = document.getElementById('topQuestions');
topQuestions.innerHTML = '';
if (data.top_questions && data.top_questions.length > 0) {
data.top_questions.forEach(question => {
const li = document.createElement('li');
li.className = 'list-group-item';
li.textContent = question.length > 50 ? question.substring(0, 50) + '...' : question;
topQuestions.appendChild(li);
});
}
}
} catch (error) {
console.error('Error refreshing analytics:', error);
}
}
function getLanguageName(code) {
const languages = {
'en': 'English',
'ta': 'Tamil',
'te': 'Telugu',
'kn': 'Kannada',
'hi': 'Hindi',
'unknown': 'Unknown'
};
return languages[code] || code;
}
function getResponseTypeColor(type) {
const colors = {
'keyword': 'bg-warning',
'rag': 'bg-info',
'llm': 'bg-primary',
'error': 'bg-danger'
};
return colors[type] || 'bg-secondary';
}
// Load analytics on page load
document.addEventListener('DOMContentLoaded', refreshAnalytics);
</script>
</body>
</html> |