Spaces:
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Update app.py
Browse files
app.py
CHANGED
@@ -54,53 +54,10 @@ chart_data_store = {}
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# Custom CSS for Finance theme with modern UI enhancements
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custom_css = """
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-
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--main-bg: #ffffff;
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--main-text: #000000;
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--accent-primary: #2563eb; // Bold blue
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--accent-secondary: #dc2626; // Red for alerts
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--accent-tertiary: #eab308; // Yellow for highlights
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--border-color: #e5e7eb;
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--radius-md: 8px;
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--spacing-sm: 8px;
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--spacing-md: 16px;
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--spacing-lg: 24px;
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--shadow-sm: 0 1px 3px rgba(0,0,0,0.12);
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--shadow-md: 0 4px 6px -1px rgba(0,0,0,0.1);
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--shadow-lg: 0 10px 15px -3px rgba(0,0,0,0.1);
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}
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/* Chat Interface Styling */
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.chat-container {
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background: var(--main-bg);
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border-radius: var(--radius-md);
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border: 1px solid var(--border-color);
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padding: var(--spacing-md);
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margin-bottom: var(--spacing-md);
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}
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.message {
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padding: 12px 16px;
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border-radius: 8px;
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margin: 8px 0;
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max-width: 80%;
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}
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.user-message {
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background: #f0f4ff;
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margin-left: auto;
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border: 1px solid #d6e0ff;
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}
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.bot-message {
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background: #fff;
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margin-right: auto;
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border: 1px solid #e0e0e0;
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}
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/* Finance-specific styles */
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.finance-card {
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background:
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border: 1px solid var(--border-color);
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border-radius: var(--radius-md);
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padding: var(--spacing-lg);
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@@ -108,187 +65,45 @@ custom_css = """
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box-shadow: var(--shadow-md);
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transition: transform 0.3s, box-shadow 0.3s;
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}
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.header {
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text-align: center;
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padding: var(--spacing-lg) 0;
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border-bottom: 1px solid var(--border-color);
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margin-bottom: var(--spacing-lg);
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}
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.header-title {
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font-size: 1.5rem;
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font-weight: 600;
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color: var(--main-text);
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display: flex;
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align-items: center;
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justify-content: center;
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gap: 8px;
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}
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.badge {
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font-size: 0.7em;
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padding: 2px 8px;
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border-radius: 12px;
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background: var(--accent-primary);
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color: white;
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}
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.finance-card:hover {
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transform: translateY(-5px);
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box-shadow: var(--shadow-lg);
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border-color: var(--accent-primary);
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}
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.chart-container {
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background: var(--
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border-radius: var(--radius-md);
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padding: var(--spacing-md);
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margin: var(--spacing-md) 0;
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box-shadow: var(--shadow-sm);
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}
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.news-feed {
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max-height: 400px;
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overflow-y: auto;
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padding: var(--spacing-md);
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border: 1px solid var(--border-color);
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border-radius: var(--radius-md);
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background: var(--
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}
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.news-item {
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margin-bottom: var(--spacing-md);
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padding-bottom: var(--spacing-md);
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border-bottom: 1px solid var(--border-color);
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}
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.news-title {
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font-size: 1.1rem;
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font-weight: 600;
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color: var(--
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margin-bottom: var(--spacing-sm);
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}
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.news-summary {
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color: var(--
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line-height: 1.6;
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}
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.sentiment-gauge {
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width: 100%;
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height: 200px;
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margin: var(--spacing-md) 0;
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}
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/* Modern Financial Dashboard Styles */
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.dashboard-grid {
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display: grid;
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gap: 1.5rem;
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grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
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}
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.ticker-tape {
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background: linear-gradient(90deg, var(--accent-primary), var(--accent-secondary));
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color: white;
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padding: 1rem;
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border-radius: var(--radius-md);
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overflow: hidden;
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position: relative;
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}
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.stock-card {
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background: white;
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border-radius: var(--radius-md);
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padding: 1.5rem;
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transition: transform 0.3s ease;
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cursor: pointer;
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position: relative;
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overflow: hidden;
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}
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.stock-card::before {
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content: '';
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position: absolute;
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top: -50%;
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left: -50%;
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width: 200%;
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height: 200%;
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background: linear-gradient(45deg, transparent, rgba(255,255,255,0.1));
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transform: rotate(45deg);
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transition: all 0.5s ease;
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}
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.stock-card:hover {
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transform: translateY(-5px);
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box-shadow: 0 10px 20px rgba(0,0,0,0.1);
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}
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.stock-card:hover::before {
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transform: rotate(45deg) translateX(50%);
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}
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.realtime-chart {
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border: 1px solid var(--border-color);
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border-radius: var(--radius-md);
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padding: 1rem;
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background: white;
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position: relative;
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}
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.chart-tooltip {
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position: absolute;
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background: var(--main-text);
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color: var(--main-bg);
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padding: 0.5rem 1rem;
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border-radius: var(--radius-sm);
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pointer-events: none;
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opacity: 0;
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transition: opacity 0.2s ease;
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}
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.dark-mode .ticker-tape {
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background: linear-gradient(90deg, #1e3a8a, #991b1b) !important;
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}
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.dark-mode .stock-card {
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background: #2d2d2d !important;
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}
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"""
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# Add JavaScript interactions
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financial_js = """
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<script>
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document.addEventListener('DOMContentLoaded', () => {
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// Real-time chart interactions
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const charts = document.querySelectorAll('.realtime-chart');
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charts.forEach(chart => {
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chart.addEventListener('mousemove', (e) => {
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const tooltip = chart.querySelector('.chart-tooltip');
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if(tooltip) {
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tooltip.style.left = `${e.offsetX + 10}px`;
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tooltip.style.top = `${e.offsetY + 10}px`;
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tooltip.style.opacity = '1';
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}
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});
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chart.addEventListener('mouseleave', () => {
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const tooltip = chart.querySelector('.chart-tooltip');
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if(tooltip) tooltip.style.opacity = '0';
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});
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});
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// Animated ticker tape
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const ticker = document.querySelector('.ticker-tape');
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if(ticker) {
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let position = 0;
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setInterval(() => {
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position -= 1;
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ticker.style.backgroundPosition = `${position}px 0`;
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}, 50);
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}
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});
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</script>
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"""
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# Function to process PDF files
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search_provider = "Brave Search" if (use_brave_search and BRAVE_API_KEY) else "Serper" if SERPER_API_KEY else "AI Knowledge Base"
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summary = f"""
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### {ticker} Analysis (Using {search_provider})
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**Current Price:** ${stock_data['current_price']}
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**52-Week High:** ${stock_data['52wk_high']}
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**Market Cap:** ${stock_data['market_cap']:,}
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**Beta:** {stock_data['beta']}
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**Avg Volume:** {stock_data['average_volume']:,}
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{sentiment_summary}
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For in-depth analysis of this chart, ask the chatbot by typing "/chart" or "/analyze chart".
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For latest news, type "/news {ticker}".
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"""
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mode = image.mode
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analysis = f"""## Technical Document Analysis
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**Image Properties:**
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- Dimensions: {width}x{height} pixels
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- Format: {format}
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- Color Mode: {mode}
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**Technical Analysis:**
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1. Document Quality:
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- Resolution: {'High' if width > 2000 or height > 2000 else 'Medium' if width > 1000 or height > 1000 else 'Low'}
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- Color Depth: {mode}
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2. Recommendations:
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- For text extraction, consider using PDF format
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- For technical diagrams, ensure high resolution
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gr.HTML("""
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<div class="header">
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<div class="header-title"
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</div>
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<div class="header-subtitle">Financial Analysis Copilot</div>
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</div>
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""")
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with gr.Tabs() as main_tabs:
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# Chat Assistant Tab
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with gr.TabItem("π¬ Chat Assistant", id=0):
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chatbot = gr.Chatbot(
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height=600,
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show_copy_button=True,
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elem_classes="chat-container",
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container=True,
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type="messages"
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avatar_images=(
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"assets/user.png",
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"assets/bot_finance.png"
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)
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)
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with gr.Row():
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msg = gr.Textbox(
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show_label=False,
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placeholder="
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scale=8
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container=False
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)
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clear_btn = gr.Button("π Clear", variant="secondary")
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# Document Analysis Tab
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with gr.TabItem("π Document Analysis", id=1):
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with gr.TabItem("π Financial Tools", id=2):
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with gr.Tabs() as financial_tabs:
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# Stock Analysis
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with gr.TabItem("
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with gr.Row():
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with gr.Column():
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ticker_input = gr.Textbox(
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stock_analysis = gr.Markdown()
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# Market News
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with gr.TabItem("
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news_ticker = gr.Textbox(
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label="Company/Ticker",
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placeholder="Enter company name or ticker symbol"
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news_results = gr.Markdown()
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# Financial Report Analysis
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with gr.TabItem("
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with gr.Row():
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with gr.Column():
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report_image = gr.File(
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# Custom CSS for Finance theme with modern UI enhancements
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custom_css = """
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@import url('shared-base.css');
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/* Finance-specific styles */
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.finance-card {
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background: var(--surface-2);
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border: 1px solid var(--border-color);
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border-radius: var(--radius-md);
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padding: var(--spacing-lg);
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box-shadow: var(--shadow-md);
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transition: transform 0.3s, box-shadow 0.3s;
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}
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.finance-card:hover {
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transform: translateY(-5px);
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box-shadow: var(--shadow-lg);
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}
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.chart-container {
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background: var(--white);
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border-radius: var(--radius-md);
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padding: var(--spacing-md);
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margin: var(--spacing-md) 0;
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box-shadow: var(--shadow-sm);
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}
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.news-feed {
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max-height: 400px;
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overflow-y: auto;
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padding: var(--spacing-md);
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border: 1px solid var(--border-color);
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border-radius: var(--radius-md);
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background: var(--surface-1);
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}
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.news-item {
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margin-bottom: var(--spacing-md);
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padding-bottom: var(--spacing-md);
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border-bottom: 1px solid var(--border-color);
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}
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.news-title {
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font-size: 1.1rem;
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font-weight: 600;
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color: var(--text-color);
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margin-bottom: var(--spacing-sm);
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}
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.news-summary {
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color: var(--text-color-secondary);
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line-height: 1.6;
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}
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.sentiment-gauge {
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width: 100%;
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height: 200px;
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margin: var(--spacing-md) 0;
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}
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|
107 |
"""
|
108 |
|
109 |
# Function to process PDF files
|
|
|
698 |
search_provider = "Brave Search" if (use_brave_search and BRAVE_API_KEY) else "Serper" if SERPER_API_KEY else "AI Knowledge Base"
|
699 |
summary = f"""
|
700 |
### {ticker} Analysis (Using {search_provider})
|
|
|
701 |
**Current Price:** ${stock_data['current_price']}
|
702 |
**52-Week High:** ${stock_data['52wk_high']}
|
703 |
**Market Cap:** ${stock_data['market_cap']:,}
|
|
|
706 |
**Beta:** {stock_data['beta']}
|
707 |
**Avg Volume:** {stock_data['average_volume']:,}
|
708 |
{sentiment_summary}
|
|
|
709 |
For in-depth analysis of this chart, ask the chatbot by typing "/chart" or "/analyze chart".
|
710 |
For latest news, type "/news {ticker}".
|
711 |
"""
|
|
|
729 |
mode = image.mode
|
730 |
|
731 |
analysis = f"""## Technical Document Analysis
|
|
|
732 |
**Image Properties:**
|
733 |
- Dimensions: {width}x{height} pixels
|
734 |
- Format: {format}
|
735 |
- Color Mode: {mode}
|
|
|
736 |
**Technical Analysis:**
|
737 |
1. Document Quality:
|
738 |
- Resolution: {'High' if width > 2000 or height > 2000 else 'Medium' if width > 1000 or height > 1000 else 'Low'}
|
739 |
- Color Depth: {mode}
|
|
|
740 |
2. Recommendations:
|
741 |
- For text extraction, consider using PDF format
|
742 |
- For technical diagrams, ensure high resolution
|
|
|
756 |
|
757 |
gr.HTML("""
|
758 |
<div class="header">
|
759 |
+
<div class="header-title">Fin-Vision AI</div>
|
760 |
+
<div class="header-subtitle">Advanced Financial Analysis Assistant</div>
|
|
|
|
|
761 |
</div>
|
762 |
""")
|
763 |
|
|
|
765 |
with gr.Tabs() as main_tabs:
|
766 |
# Chat Assistant Tab
|
767 |
with gr.TabItem("π¬ Chat Assistant", id=0):
|
768 |
+
with gr.Row():
|
769 |
+
with gr.Column(scale=1):
|
770 |
+
model_dropdown = gr.Dropdown(
|
771 |
+
choices=["llama3-70b-8192", "llama3-8b-8192", "mixtral-8x7b-32768", "gemma-7b-it"],
|
772 |
+
value="llama3-70b-8192",
|
773 |
+
label="Model Selection"
|
774 |
+
)
|
775 |
+
web_search_toggle = gr.Checkbox(
|
776 |
+
label="Enable Financial Search",
|
777 |
+
value=True,
|
778 |
+
info="Toggle web search functionality"
|
779 |
+
)
|
780 |
+
|
781 |
chatbot = gr.Chatbot(
|
782 |
height=600,
|
783 |
show_copy_button=True,
|
784 |
elem_classes="chat-container",
|
785 |
container=True,
|
786 |
+
type="messages"
|
|
|
|
|
|
|
|
|
787 |
)
|
788 |
+
|
789 |
with gr.Row():
|
790 |
msg = gr.Textbox(
|
791 |
show_label=False,
|
792 |
+
placeholder="Ask about financial markets, analyze stocks, or discuss financial documents...",
|
793 |
+
scale=8
|
|
|
794 |
)
|
795 |
+
send_btn = gr.Button("Send", scale=1)
|
796 |
+
clear_btn = gr.Button("Clear Conversation")
|
|
|
797 |
|
798 |
# Document Analysis Tab
|
799 |
with gr.TabItem("π Document Analysis", id=1):
|
|
|
824 |
with gr.TabItem("π Financial Tools", id=2):
|
825 |
with gr.Tabs() as financial_tabs:
|
826 |
# Stock Analysis
|
827 |
+
with gr.TabItem("Stock Analysis"):
|
828 |
with gr.Row():
|
829 |
with gr.Column():
|
830 |
ticker_input = gr.Textbox(
|
|
|
842 |
stock_analysis = gr.Markdown()
|
843 |
|
844 |
# Market News
|
845 |
+
with gr.TabItem("Market News"):
|
846 |
news_ticker = gr.Textbox(
|
847 |
label="Company/Ticker",
|
848 |
placeholder="Enter company name or ticker symbol"
|
|
|
851 |
news_results = gr.Markdown()
|
852 |
|
853 |
# Financial Report Analysis
|
854 |
+
with gr.TabItem("Report Analysis"):
|
855 |
with gr.Row():
|
856 |
with gr.Column():
|
857 |
report_image = gr.File(
|