Update app.py

app.py

@@ -47,7 +47,7 @@ def predict_next_days(model, last_60_days, scaler):
 def plot_graph(data, predicted_prices):
     plt.figure(figsize=(14, 5))
     plt.plot(data['Close'], label='Historical Prices', color='blue')
-    plt.plot(predicted_prices, label='Predicted Prices', color='red')
+    plt.axhline(y=predicted_prices, color='red', linestyle='--', label='Predicted Price')
     plt.title('Stock Price Prediction')
     plt.xlabel('Date')
     plt.ylabel('Stock Price')
@@ -88,5 +88,7 @@ gr.Interface(
         gr.Date(label="Start Date"),
         gr.Date(label="End Date"),
     ],
-    outputs=["json"],
+    outputs="json",
+    title="Stock Prediction App",
+    description="This app predicts stock prices based on historical data."
 ).launch()