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HARI KRISHNA

initial

ec1988c 2 months ago

14.6 kB

	<!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>