Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -75,22 +75,20 @@ def update_analysis(symbol, prediction_days):
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if not fundamental_info:
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return (
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"Unable to fetch stock data.",
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"No technical signals available.",
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"No prediction data available.",
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gr.Plot.update(value=None),
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gr.Plot.update(value=None),
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gr.Plot.update(value=None),
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)
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fundamentals = f"""
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"""
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details_list = "".join(
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@@ -98,127 +96,91 @@ def update_analysis(symbol, prediction_days):
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trading_signal = f"""
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{details_list}
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</ul>
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"""
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prediction = f"""
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"""
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return (
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<div class='triple-panel'>
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<div class='panel-box'>{fundamentals}</div>
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<div class='panel-box'>{trading_signal}</div>
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<div class='panel-box'>{prediction}</div>
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</div>
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""",
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fig_price,
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fig_technical,
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fig_prediction,
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)
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with gr.Blocks(
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title="REXPRO
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theme=gr.themes.Soft(primary_hue="blue", secondary_hue="gray"),
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css="""
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@import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');
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body {
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background-color: #f9fafb;
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color: #1e293b;
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font-family: 'Inter', 'Segoe UI', Arial, sans-serif;
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}
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h1 {
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color: #1e40af;
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text-align: center;
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font-weight: 700;
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letter-spacing: 0.5px;
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}
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h2, h3, h4 {
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color: #1e3a8a;
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font-weight: 600;
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margin-bottom: 6px;
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}
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.gr-button {
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background-color: #2563eb !important;
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color: white !important;
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font-weight: 600;
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border-radius: 8px;
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padding: 10px 18px;
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}
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.panel-box {
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background-color: #ffffff;
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border-radius: 10px;
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border: 1px solid #e2e8f0;
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padding: 16px;
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flex: 1;
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min-width: 30%;
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}
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.triple-panel {
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display: flex;
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flex-direction: row;
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justify-content: space-between;
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gap: 16px;
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width: 100%;
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}
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ul { margin: 0; padding: 0 0 0 18px; }
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li { margin-bottom: 4px; }
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.gr-plot {
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background-color: #ffffff;
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border: 1px solid #e2e8f0;
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border-radius: 10px;
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}
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""",
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) as app:
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gr.Markdown(
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"
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)
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with gr.Row():
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symbol = gr.Textbox(
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label="
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value="BBCA",
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placeholder="
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interactive=True,
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)
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prediction_days = gr.Slider(
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label="
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minimum=5,
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maximum=60,
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step=5,
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value=30,
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interactive=True,
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)
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analyze_button = gr.Button("
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gr.Markdown("---")
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gr.Markdown("---")
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prediction_chart = gr.Plot(label="AI FORECAST PROJECTION")
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analyze_button.click(
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fn=update_analysis,
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@@ -226,5 +188,6 @@ with gr.Blocks(
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outputs=[report_section, price_chart, technical_chart, prediction_chart],
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)
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if __name__ == "__main__":
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app.launch(server_name="0.0.0.0", server_port=7860, ssr_mode=True)
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if not fundamental_info:
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return (
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"โ ๏ธ Unable to fetch stock data.",
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gr.Plot.update(value=None),
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gr.Plot.update(value=None),
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gr.Plot.update(value=None),
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)
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fundamentals = f"""
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### ๐ข Company Fundamentals
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**Name:** {fundamental_info.get('name', 'N/A')} ({symbol.upper()})
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**Current Price:** Rp{fundamental_info.get('current_price', 0):,.2f}
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**Market Cap:** {fundamental_info.get('market_cap', 0):,}
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**P/E Ratio:** {fundamental_info.get('pe_ratio', 0):.2f}
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**Dividend Yield:** {fundamental_info.get('dividend_yield', 0):.2f}%
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**Volume:** {fundamental_info.get('volume', 0):,}
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"""
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details_list = "".join(
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)
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trading_signal = f"""
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### ๐ Technical Signal Summary
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**Overall Trend:** {signals.get('overall', 'N/A')}
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**Signal Strength:** {signals.get('strength', 0):.2f}%
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**Support:** Rp{signals.get('support', 0):,.2f}
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**Resistance:** Rp{signals.get('resistance', 0):,.2f}
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**Stop Loss:** Rp{signals.get('stop_loss', 0):,.2f}
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**Detailed Signals:**
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<ul style="margin-top:6px; padding-left:20px;">{details_list}</ul>
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"""
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prediction = f"""
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### ๐ค 30-Day AI Forecast (Chronos-Bolt)
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**Predicted High:** Rp{predictions.get('high_30d', 0):,.2f}
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**Predicted Low:** Rp{predictions.get('low_30d', 0):,.2f}
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**Expected Change:** {predictions.get('change_pct', 0):.2f}%
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**TP1:** Rp{predictions.get('tp1', 0):,.2f}
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**TP2:** Rp{predictions.get('tp2', 0):,.2f}
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**Stop Loss:** Rp{predictions.get('sl', 0):,.2f}
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**Model Insight:**
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{predictions.get('summary', 'No analysis available')}
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"""
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combined = f"""
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<div style="display:flex;flex-wrap:wrap;gap:12px;justify-content:space-between;">
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<div style="flex:1;min-width:300px;background-color:white;border-radius:8px;padding:12px;border:1px solid #e5e7eb;">{fundamentals}</div>
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<div style="flex:1;min-width:300px;background-color:white;border-radius:8px;padding:12px;border:1px solid #e5e7eb;">{trading_signal}</div>
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<div style="flex:1;min-width:300px;background-color:white;border-radius:8px;padding:12px;border:1px solid #e5e7eb;">{prediction}</div>
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</div>
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"""
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return (
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combined,
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fig_price,
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fig_technical,
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fig_prediction,
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)
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# ---------------------- UI ----------------------
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with gr.Blocks(
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title="REXPRO Financial AI Dashboard",
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theme=gr.themes.Soft(primary_hue="blue", secondary_hue="gray"),
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) as app:
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gr.Markdown(
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"""
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# ๐น REXPRO Financial AI Dashboard
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Analyze **Indonesian stocks (IDX)** using AI-powered forecasting and technical indicators.
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"""
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)
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with gr.Row():
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symbol = gr.Textbox(
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label="Stock Symbol (IDX)",
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value="BBCA",
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placeholder="e.g., BBCA, TLKM, ADRO, BMRI",
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prediction_days = gr.Slider(
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label="Forecast Period (Days)",
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minimum=5,
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maximum=60,
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step=5,
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value=30,
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)
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analyze_button = gr.Button("๐ Run Analysis", variant="primary")
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gr.Markdown("---")
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report_section = gr.HTML(label="Analysis Summary")
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gr.Markdown("---")
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gr.Markdown("### ๐ Market Charts")
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with gr.Tabs():
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with gr.Tab("Price Overview"):
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price_chart = gr.Plot(label="Price & Moving Averages")
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with gr.Tab("Technical Indicators"):
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technical_chart = gr.Plot(label="Technical Indicator Overview")
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with gr.Tab("AI Forecast"):
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prediction_chart = gr.Plot(label="AI Forecast Projection")
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analyze_button.click(
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fn=update_analysis,
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outputs=[report_section, price_chart, technical_chart, prediction_chart],
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)
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if __name__ == "__main__":
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app.launch(server_name="0.0.0.0", server_port=7860, ssr_mode=True)
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