LSTM1 / templates /index.html
d-e-e-k-11's picture
Upload folder using huggingface_hub
bde793d verified
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>AI Chatbot Performance Analyzer</title>
<link rel="stylesheet" href="/static/css/style.css">
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
</head>
<body>
<div class="container">
<h1>Advanced Chatbot Performance</h1>
<p class="subtitle">Multi-context Evaluation with Attention LSTM</p>
<div id="status-bar"
style="margin-bottom: 1rem; text-align: center; font-size: 0.85rem; color: #fbbf24; background: rgba(251, 191, 36, 0.1); padding: 0.5rem; border-radius: 8px; border: 1px solid rgba(251, 191, 36, 0.2);">
⚠️ Model Initialization in Progress... (Epoch 1/2)
</div>
<div class="tabs">
<div class="tab active" onclick="switchTab('analyzer')">Analyzer</div>
<div class="tab" onclick="switchTab('dashboard')">Analytics Dashboard</div>
</div>
<!-- Analyzer View -->
<div id="analyzer-view" class="view active">
<div class="form-group">
<label for="facts">Related Context / Facts</label>
<textarea id="facts" rows="3" placeholder="Paste the knowledge base or facts here..."></textarea>
</div>
<div class="form-group">
<label for="question">User Question</label>
<textarea id="question" rows="2" placeholder="Enter the user question..."></textarea>
</div>
<div class="form-group">
<label for="response">Chatbot Response</label>
<textarea id="response" rows="3" placeholder="Enter the chatbot response..."></textarea>
</div>
<button id="analyze-btn">
<span class="loader" id="loader"></span>
Perform Deep Analysis
</button>
<div id="result" class="result-container">
<div class="result-header">Expert Verdict:</div>
<div id="result-text"></div>
<div id="score-badge" class="score-badge"></div>
<div id="probability" style="margin-top: 1rem; font-size: 0.9rem; color: var(--text-muted);"></div>
</div>
</div>
<!-- Dashboard View -->
<div id="dashboard-view" class="view">
<h2 style="margin-bottom: 1rem;">Dataset Insights</h2>
<div class="dashboard-grid">
<div class="stat-card">
<div>Total Queries</div>
<div class="stat-value" id="total-queries">40,152</div>
</div>
<div class="stat-card">
<div>Overall Accuracy</div>
<div class="stat-value" id="overall-quality">31.4%</div>
</div>
</div>
<div class="engine-list">
<h3 style="margin-bottom: 0.5rem;">Engine Performance Breakdown</h3>
<div class="engine-item">
<span>Openbook Performance</span>
<span style="color: var(--success)">67.3% Top Responses</span>
</div>
<div class="engine-item">
<span>Dialogflow Performance</span>
<span style="color: #6366f1">24.2% Top Responses</span>
</div>
<div class="engine-item">
<span>Watson Performance</span>
<span style="color: var(--accent)">19.3% Top Responses</span>
</div>
<div class="engine-item">
<span>Rasa Performance</span>
<span style="color: var(--accent)">14.6% Top Responses</span>
</div>
</div>
</div>
</div>
<script>
// Check model status on load and every 30 seconds
async function checkStatus() {
try {
const res = await fetch('/predict', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ ping: true })
});
if (res.ok) {
const statusBar = document.getElementById('status-bar');
statusBar.style.color = '#10b981';
statusBar.style.background = 'rgba(16, 185, 129, 0.1)';
statusBar.style.borderColor = 'rgba(16, 185, 129, 0.2)';
statusBar.innerText = '✅ Advanced Intelligence Engine Active';
setTimeout(() => statusBar.style.display = 'none', 5000);
}
} catch (e) { }
}
checkStatus();
const statusInterval = setInterval(() => {
const statusBar = document.getElementById('status-bar');
if (statusBar && statusBar.style.display !== 'none') {
checkStatus();
} else {
clearInterval(statusInterval);
}
}, 15000);
function switchTab(tab) {
document.querySelectorAll('.tab').forEach(t => t.classList.remove('active'));
document.querySelectorAll('.view').forEach(v => v.classList.remove('active'));
if (tab === 'analyzer') {
document.querySelector('.tab:nth-child(1)').classList.add('active');
document.getElementById('analyzer-view').classList.add('active');
} else {
document.querySelector('.tab:nth-child(2)').classList.add('active');
document.getElementById('dashboard-view').classList.add('active');
}
}
document.getElementById('analyze-btn').addEventListener('click', async () => {
const facts = document.getElementById('facts').value;
const question = document.getElementById('question').value;
const response = document.getElementById('response').value;
const loader = document.getElementById('loader');
const resultDiv = document.getElementById('result');
const resultText = document.getElementById('result-text');
const scoreBadge = document.getElementById('score-badge');
const probDiv = document.getElementById('probability');
if (!question || !response) {
alert('Please fill in the question and response.');
return;
}
loader.style.display = 'inline-block';
document.getElementById('analyze-btn').disabled = true;
resultDiv.style.display = 'none';
try {
const res = await fetch('/predict', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ facts, question, response })
});
const data = await res.json();
if (!res.ok) {
if (res.status === 503) {
alert(data.error);
} else {
alert('Analysis Error: ' + (data.error || 'Server error'));
}
return;
}
resultDiv.style.display = 'block';
if (data.is_best) {
resultText.innerText = "Advanced analysis confirms this is a high-fidelity response.";
scoreBadge.innerText = "OPTIMIZED";
scoreBadge.className = "score-badge score-good";
} else {
resultText.innerText = "Analysis suggests potential inaccuracies or linguistic flaws.";
scoreBadge.innerText = "SUB-OPTIMAL";
scoreBadge.className = "score-badge score-bad";
}
probDiv.innerText = `Attention Confidence: ${(data.probability * 100).toFixed(2)}%`;
} catch (err) {
alert('Analysis failed. Ensure server is running.');
} finally {
loader.style.display = 'none';
document.getElementById('analyze-btn').disabled = false;
}
});
</script>
</body>
</html>