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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>AI Tools - Crypto Intelligence Hub</title>
<style>
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, sans-serif;
background: linear-gradient(135deg, #050816 0%, #0a1128 100%);
color: #e2e8f0;
min-height: 100vh;
padding: 20px;
}
.header {
text-align: center;
margin-bottom: 40px;
padding: 30px 20px;
background: rgba(15, 23, 42, 0.6);
border-radius: 16px;
backdrop-filter: blur(10px);
border: 1px solid rgba(255, 255, 255, 0.1);
}
.header h1 {
font-size: 2.5rem;
font-weight: 700;
margin-bottom: 10px;
background: linear-gradient(135deg, #60a5fa 0%, #a78bfa 100%);
-webkit-background-clip: text;
-webkit-text-fill-color: transparent;
background-clip: text;
}
.header p {
color: #94a3b8;
font-size: 1.1rem;
}
.container {
max-width: 1400px;
margin: 0 auto;
}
.card {
background: rgba(15, 23, 42, 0.8);
border-radius: 16px;
padding: 30px;
margin-bottom: 30px;
border: 1px solid rgba(255, 255, 255, 0.1);
box-shadow: 0 8px 32px rgba(0, 0, 0, 0.3);
backdrop-filter: blur(10px);
}
.card-title {
font-size: 1.8rem;
font-weight: 600;
margin-bottom: 25px;
color: #f1f5f9;
}
.form-group {
margin-bottom: 20px;
}
.form-label {
display: block;
margin-bottom: 8px;
color: #cbd5e1;
font-weight: 500;
font-size: 0.95rem;
}
.form-input,
.form-textarea,
.form-select {
width: 100%;
padding: 12px 16px;
background: rgba(30, 41, 59, 0.8);
border: 1px solid rgba(255, 255, 255, 0.15);
border-radius: 8px;
color: #e2e8f0;
font-size: 1rem;
transition: all 0.3s ease;
}
.form-input:focus,
.form-textarea:focus,
.form-select:focus {
outline: none;
border-color: #60a5fa;
box-shadow: 0 0 0 3px rgba(96, 165, 250, 0.1);
}
.form-textarea {
min-height: 120px;
resize: vertical;
font-family: inherit;
}
.btn {
padding: 12px 24px;
font-size: 1rem;
font-weight: 600;
border: none;
border-radius: 8px;
cursor: pointer;
transition: all 0.3s ease;
display: inline-flex;
align-items: center;
gap: 8px;
}
.btn-primary {
background: linear-gradient(135deg, #3b82f6 0%, #8b5cf6 100%);
color: white;
}
.btn-primary:hover:not(:disabled) {
transform: translateY(-2px);
box-shadow: 0 8px 20px rgba(59, 130, 246, 0.4);
}
.btn-primary:disabled {
opacity: 0.6;
cursor: not-allowed;
}
.btn-secondary {
background: rgba(71, 85, 105, 0.8);
color: #e2e8f0;
border: 1px solid rgba(255, 255, 255, 0.1);
}
.btn-secondary:hover:not(:disabled) {
background: rgba(100, 116, 139, 0.9);
}
.result-box {
margin-top: 25px;
padding: 20px;
background: rgba(30, 41, 59, 0.6);
border-radius: 12px;
border: 1px solid rgba(255, 255, 255, 0.1);
}
.error-box {
margin-top: 25px;
padding: 16px;
background: rgba(239, 68, 68, 0.1);
border: 1px solid rgba(239, 68, 68, 0.3);
border-radius: 8px;
color: #fca5a5;
}
.success-box {
margin-top: 25px;
padding: 20px;
background: rgba(34, 197, 94, 0.1);
border: 1px solid rgba(34, 197, 94, 0.3);
border-radius: 12px;
}
.badge {
display: inline-block;
padding: 6px 14px;
border-radius: 20px;
font-size: 0.9rem;
font-weight: 600;
margin-right: 10px;
}
.badge-positive {
background: rgba(34, 197, 94, 0.2);
color: #4ade80;
border: 1px solid rgba(34, 197, 94, 0.3);
}
.badge-negative {
background: rgba(239, 68, 68, 0.2);
color: #f87171;
border: 1px solid rgba(239, 68, 68, 0.3);
}
.badge-neutral {
background: rgba(148, 163, 184, 0.2);
color: #94a3b8;
border: 1px solid rgba(148, 163, 184, 0.3);
}
.badge-success {
background: rgba(34, 197, 94, 0.2);
color: #4ade80;
border: 1px solid rgba(34, 197, 94, 0.3);
}
.badge-danger {
background: rgba(239, 68, 68, 0.2);
color: #f87171;
border: 1px solid rgba(239, 68, 68, 0.3);
}
.score-bar {
margin-top: 15px;
}
.score-item {
display: flex;
align-items: center;
margin-bottom: 8px;
}
.score-label {
min-width: 80px;
font-size: 0.9rem;
color: #cbd5e1;
}
.score-progress {
flex: 1;
height: 8px;
background: rgba(30, 41, 59, 0.8);
border-radius: 4px;
overflow: hidden;
margin: 0 12px;
}
.score-fill {
height: 100%;
background: linear-gradient(90deg, #3b82f6 0%, #8b5cf6 100%);
border-radius: 4px;
transition: width 0.5s ease;
}
.score-value {
min-width: 50px;
text-align: right;
font-weight: 600;
color: #e2e8f0;
}
.table-container {
overflow-x: auto;
margin-top: 20px;
}
table {
width: 100%;
border-collapse: collapse;
}
th {
background: rgba(30, 41, 59, 0.8);
padding: 12px;
text-align: left;
font-weight: 600;
color: #f1f5f9;
border-bottom: 2px solid rgba(255, 255, 255, 0.1);
}
td {
padding: 12px;
border-bottom: 1px solid rgba(255, 255, 255, 0.05);
color: #cbd5e1;
}
tr:hover {
background: rgba(30, 41, 59, 0.4);
}
.info-box {
padding: 16px;
background: rgba(59, 130, 246, 0.1);
border: 1px solid rgba(59, 130, 246, 0.3);
border-radius: 8px;
margin: 15px 0;
color: #93c5fd;
}
.warning-box {
padding: 16px;
background: rgba(251, 191, 36, 0.1);
border: 1px solid rgba(251, 191, 36, 0.3);
border-radius: 8px;
margin: 15px 0;
color: #fcd34d;
}
.status-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
gap: 15px;
margin: 20px 0;
}
.status-item {
padding: 15px;
background: rgba(30, 41, 59, 0.6);
border-radius: 8px;
border: 1px solid rgba(255, 255, 255, 0.1);
}
.status-label {
font-size: 0.85rem;
color: #94a3b8;
margin-bottom: 5px;
}
.status-value {
font-size: 1.3rem;
font-weight: 700;
color: #f1f5f9;
}
.summary-text {
padding: 20px;
background: rgba(30, 41, 59, 0.8);
border-radius: 8px;
border-left: 4px solid #60a5fa;
font-size: 1.05rem;
line-height: 1.7;
color: #e2e8f0;
margin-bottom: 20px;
}
.sentences-list {
list-style: none;
padding: 0;
}
.sentences-list li {
padding: 12px 15px;
background: rgba(30, 41, 59, 0.6);
border-radius: 8px;
margin-bottom: 10px;
border-left: 3px solid #8b5cf6;
color: #cbd5e1;
}
.sentences-list li:before {
content: "→";
margin-right: 10px;
color: #8b5cf6;
font-weight: bold;
}
.loading {
display: inline-block;
width: 16px;
height: 16px;
border: 2px solid rgba(255, 255, 255, 0.3);
border-top-color: #fff;
border-radius: 50%;
animation: spin 0.6s linear infinite;
}
@keyframes spin {
to { transform: rotate(360deg); }
}
.two-column {
display: grid;
grid-template-columns: 1fr 1fr;
gap: 20px;
}
@media (max-width: 768px) {
.header h1 {
font-size: 1.8rem;
}
.header p {
font-size: 0.95rem;
}
.card {
padding: 20px;
}
.card-title {
font-size: 1.4rem;
}
.two-column {
grid-template-columns: 1fr;
}
.status-grid {
grid-template-columns: 1fr;
}
}
.hidden {
display: none;
}
</style>
</head>
<body>
<div class="container">
<div class="header">
<h1>AI Tools – Crypto Intelligence Hub</h1>
<p>Sentiment, Summaries, and Model Diagnostics</p>
</div>
<!-- Sentiment Playground -->
<div class="card">
<h2 class="card-title">Sentiment Playground</h2>
<div class="form-group">
<label class="form-label" for="sentiment-input">Enter Text</label>
<textarea
id="sentiment-input"
class="form-textarea"
placeholder="Enter text to analyze sentiment (tweets, news, or any text)..."
></textarea>
</div>
<div class="two-column">
<div class="form-group">
<label class="form-label" for="sentiment-source">Source Type</label>
<select id="sentiment-source" class="form-select">
<option value="user">User Input</option>
<option value="tweet">Tweet</option>
<option value="news">News</option>
</select>
</div>
<div class="form-group">
<label class="form-label" for="sentiment-model-key">Model Key (Optional)</label>
<input
type="text"
id="sentiment-model-key"
class="form-input"
placeholder="Leave empty for default model"
/>
</div>
</div>
<button id="analyze-sentiment-btn" class="btn btn-primary">
Analyze Sentiment
</button>
<div id="sentiment-result" class="hidden"></div>
</div>
<!-- Text Summarizer -->
<div class="card">
<h2 class="card-title">Text Summarizer</h2>
<div class="form-group">
<label class="form-label" for="summary-input">Enter Long Text</label>
<textarea
id="summary-input"
class="form-textarea"
placeholder="Paste article or long text to summarize..."
style="min-height: 180px;"
></textarea>
</div>
<div class="form-group">
<label class="form-label" for="max-sentences">Maximum Sentences</label>
<select id="max-sentences" class="form-select">
<option value="2">2 sentences</option>
<option value="3" selected>3 sentences</option>
<option value="4">4 sentences</option>
<option value="5">5 sentences</option>
</select>
</div>
<button id="summarize-btn" class="btn btn-primary">
Summarize
</button>
<div id="summary-result" class="hidden"></div>
</div>
<!-- Model Status & Diagnostics -->
<div class="card">
<h2 class="card-title">Model Status & Diagnostics</h2>
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 20px;">
<h3 style="color: #cbd5e1; font-size: 1.2rem;">Registry Status</h3>
<button id="refresh-status-btn" class="btn btn-secondary">
Refresh
</button>
</div>
<div id="registry-status"></div>
<h3 style="color: #cbd5e1; font-size: 1.2rem; margin: 30px 0 15px 0;">Models Table</h3>
<div id="models-table"></div>
</div>
</div>
<script>
(function() {
'use strict';
const AITools = {
// Sentiment Analysis
async analyzeSentiment() {
const text = document.getElementById('sentiment-input').value.trim();
const source = document.getElementById('sentiment-source').value;
const modelKey = document.getElementById('sentiment-model-key').value.trim();
const btn = document.getElementById('analyze-sentiment-btn');
const resultDiv = document.getElementById('sentiment-result');
if (!text) {
this.showError(resultDiv, 'Please enter text to analyze');
return;
}
btn.disabled = true;
btn.innerHTML = '<span class="loading"></span> Analyzing...';
resultDiv.classList.add('hidden');
try {
const payload = { text, source };
if (modelKey) payload.model_key = modelKey;
const response = await fetch('/api/sentiment/analyze', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(payload)
});
const data = await response.json();
if (!response.ok || !data.ok) {
throw new Error(data.error || 'Sentiment analysis failed');
}
this.displaySentimentResult(resultDiv, data);
} catch (error) {
this.showError(resultDiv, error.message);
} finally {
btn.disabled = false;
btn.innerHTML = 'Analyze Sentiment';
}
},
displaySentimentResult(container, data) {
const label = data.label || 'unknown';
const score = (data.score * 100).toFixed(1);
const labelClass = label.toLowerCase();
let html = '<div class="result-box">';
html += '<h3 style="margin-bottom: 15px; color: #f1f5f9;">Sentiment Analysis Result</h3>';
html += `<div style="margin-bottom: 15px;">`;
html += `<span class="badge badge-${labelClass}">${label.toUpperCase()}</span>`;
html += `<span style="font-size: 1.3rem; font-weight: 700; color: #e2e8f0;">${score}%</span>`;
html += `</div>`;
if (data.model) {
html += `<p style="color: #94a3b8; font-size: 0.9rem; margin-bottom: 15px;">Model: ${data.model}</p>`;
}
if (data.details && data.details.labels && data.details.scores) {
html += '<div class="score-bar">';
for (let i = 0; i < data.details.labels.length; i++) {
const lbl = data.details.labels[i];
const scr = (data.details.scores[i] * 100).toFixed(1);
html += '<div class="score-item">';
html += `<span class="score-label">${lbl}</span>`;
html += '<div class="score-progress">';
html += `<div class="score-fill" style="width: ${scr}%"></div>`;
html += '</div>';
html += `<span class="score-value">${scr}%</span>`;
html += '</div>';
}
html += '</div>';
}
html += '</div>';
container.innerHTML = html;
container.classList.remove('hidden');
},
// Text Summarization
async summarizeText() {
const text = document.getElementById('summary-input').value.trim();
const maxSentences = parseInt(document.getElementById('max-sentences').value);
const btn = document.getElementById('summarize-btn');
const resultDiv = document.getElementById('summary-result');
if (!text) {
this.showError(resultDiv, 'Please enter text to summarize');
return;
}
btn.disabled = true;
btn.innerHTML = '<span class="loading"></span> Summarizing...';
resultDiv.classList.add('hidden');
try {
const response = await fetch('/api/ai/summarize', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ text, max_sentences: maxSentences })
});
const data = await response.json();
if (!response.ok || !data.ok) {
throw new Error(data.error || 'Summarization failed');
}
this.displaySummaryResult(resultDiv, data);
} catch (error) {
this.showError(resultDiv, error.message);
} finally {
btn.disabled = false;
btn.innerHTML = 'Summarize';
}
},
displaySummaryResult(container, data) {
let html = '<div class="result-box">';
html += '<h3 style="margin-bottom: 15px; color: #f1f5f9;">Summary</h3>';
if (data.summary) {
html += `<div class="summary-text">${this.escapeHtml(data.summary)}</div>`;
}
if (data.sentences && data.sentences.length > 0) {
html += '<h4 style="margin: 20px 0 10px 0; color: #cbd5e1; font-size: 1.1rem;">Key Sentences</h4>';
html += '<ul class="sentences-list">';
data.sentences.forEach(sentence => {
html += `<li>${this.escapeHtml(sentence)}</li>`;
});
html += '</ul>';
}
html += '</div>';
container.innerHTML = html;
container.classList.remove('hidden');
},
// Model Status & Diagnostics
async loadModelStatus() {
const statusDiv = document.getElementById('registry-status');
const tableDiv = document.getElementById('models-table');
const btn = document.getElementById('refresh-status-btn');
btn.disabled = true;
btn.innerHTML = '<span class="loading"></span> Loading...';
try {
const [statusRes, listRes] = await Promise.all([
fetch('/api/models/status'),
fetch('/api/models/list')
]);
const statusData = await statusRes.json();
const listData = await listRes.json();
this.displayRegistryStatus(statusDiv, statusData);
this.displayModelsTable(tableDiv, listData);
} catch (error) {
this.showError(statusDiv, 'Failed to load model status: ' + error.message);
} finally {
btn.disabled = false;
btn.innerHTML = 'Refresh';
}
},
displayRegistryStatus(container, data) {
let html = '<div class="status-grid">';
html += '<div class="status-item">';
html += '<div class="status-label">HF Mode</div>';
html += `<div class="status-value">${data.hf_mode || 'unknown'}</div>`;
html += '</div>';
html += '<div class="status-item">';
html += '<div class="status-label">Overall Status</div>';
html += `<div class="status-value">${data.status || 'unknown'}</div>`;
html += '</div>';
html += '<div class="status-item">';
html += '<div class="status-label">Models Loaded</div>';
html += `<div class="status-value">${data.models_loaded || 0}</div>`;
html += '</div>';
html += '<div class="status-item">';
html += '<div class="status-label">Models Failed</div>';
html += `<div class="status-value">${data.models_failed || 0}</div>`;
html += '</div>';
html += '</div>';
if (data.status === 'disabled' || data.hf_mode === 'off') {
html += '<div class="info-box">';
html += '<strong>Note:</strong> HF models are disabled. To enable them, set HF_MODE=public or HF_MODE=auth in the environment.';
html += '</div>';
} else if (data.models_loaded === 0 && data.status !== 'disabled') {
html += '<div class="warning-box">';
html += '<strong>Warning:</strong> No models could be loaded. Check model IDs or HF credentials.';
html += '</div>';
}
if (data.error) {
html += '<div class="error-box" style="margin-top: 15px;">';
html += `<strong>Error:</strong> ${this.escapeHtml(data.error)}`;
html += '</div>';
}
if (data.failed && data.failed.length > 0) {
html += '<div style="margin-top: 20px;">';
html += '<h4 style="color: #cbd5e1; margin-bottom: 10px;">Failed Models</h4>';
html += '<div style="background: rgba(30, 41, 59, 0.6); border-radius: 8px; padding: 15px;">';
data.failed.forEach(([key, error]) => {
html += `<div style="margin-bottom: 8px; padding: 8px; background: rgba(239, 68, 68, 0.1); border-left: 3px solid #ef4444; border-radius: 4px;">`;
html += `<strong style="color: #fca5a5;">${key}:</strong> `;
html += `<span style="color: #cbd5e1;">${this.escapeHtml(error)}</span>`;
html += `</div>`;
});
html += '</div>';
html += '</div>';
}
container.innerHTML = html;
},
displayModelsTable(container, data) {
if (!data.models || data.models.length === 0) {
container.innerHTML = '<div class="info-box">No models configured</div>';
return;
}
let html = '<div class="table-container">';
html += '<table>';
html += '<thead><tr>';
html += '<th>Key</th>';
html += '<th>Task</th>';
html += '<th>Model ID</th>';
html += '<th>Loaded</th>';
html += '<th>Error</th>';
html += '</tr></thead>';
html += '<tbody>';
data.models.forEach(model => {
html += '<tr>';
html += `<td><strong>${model.key || 'N/A'}</strong></td>`;
html += `<td>${model.task || 'N/A'}</td>`;
html += `<td style="font-family: monospace; font-size: 0.85rem;">${model.model_id || 'N/A'}</td>`;
html += '<td>';
if (model.loaded) {
html += '<span class="badge badge-success">Yes</span>';
} else {
html += '<span class="badge badge-danger">No</span>';
}
html += '</td>';
html += `<td style="color: #f87171; font-size: 0.85rem;">${model.error ? this.escapeHtml(model.error) : '-'}</td>`;
html += '</tr>';
});
html += '</tbody>';
html += '</table>';
html += '</div>';
container.innerHTML = html;
},
// Utility functions
showError(container, message) {
container.innerHTML = `<div class="error-box"><strong>Error:</strong> ${this.escapeHtml(message)}</div>`;
container.classList.remove('hidden');
},
escapeHtml(text) {
const div = document.createElement('div');
div.textContent = text;
return div.innerHTML;
},
// Initialize
init() {
document.getElementById('analyze-sentiment-btn').addEventListener('click', () => this.analyzeSentiment());
document.getElementById('summarize-btn').addEventListener('click', () => this.summarizeText());
document.getElementById('refresh-status-btn').addEventListener('click', () => this.loadModelStatus());
this.loadModelStatus();
}
};
if (document.readyState === 'loading') {
document.addEventListener('DOMContentLoaded', () => AITools.init());
} else {
AITools.init();
}
})();
</script>
</body>
</html>
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