Update app.py

app.py

@@ -1,10 +1,41 @@
 import gradio as gr
-# from modules.churn_analysis import churn_interface
-# from modules.translator import translator_interface
-from modules.translator import text_translator_ui
+from modules.churn_analysis import predict
 
+# Existing Tabs with Gradio Blocks
 with gr.Blocks() as app:
+
+    # Add the Text Translator Tab
     with gr.Tab("Text Translator"):
-        text_translator_ui()
+        # Code for your text translator here (from previous code)
+        pass
 
-app.launch()
+    # Add the Churn Analysis Tab
+    with gr.Tab("Churn Analysis"):
+        gr.Markdown("Customer Churn Prediction")
+        
+        # Define your inputs for churn prediction
+        with gr.Row():
+            input_interface = [
+                gr.Radio(['Yes', 'No'], label="Are you a Senior Citizen?"),
+                gr.Radio(['Yes', 'No'], label="Do you have a Partner?"),
+                gr.Radio(['No', 'Yes'], label="Do you have Dependents?"),
+                gr.Slider(minimum=1, maximum=73, step=1, label="Tenure (in months)"),
+                gr.Radio(['DSL', 'Fiber optic', 'No Internet'], label="Internet Service"),
+                gr.Radio(['No', 'Yes'], label="Do you have Online Security?"),
+                gr.Radio(['No', 'Yes'], label="Do you have Online Backup?"),
+                gr.Radio(['No', 'Yes'], label="Do you have Device Protection?"),
+                gr.Radio(['No', 'Yes'], label="Do you have Tech Support?"),
+                gr.Radio(['No', 'Yes'], label="Do you have Streaming TV?"),
+                gr.Radio(['No', 'Yes'], label="Do you have Streaming Movies?"),
+                gr.Radio(['Month-to-month', 'One year', 'Two year'], label="Contract Type"),
+                gr.Radio(['Yes', 'No'], label="Paperless Billing?"),
+                gr.Radio(['Electronic check', 'Mailed check', 'Bank transfer (automatic)', 'Credit card (automatic)'], label="Payment Method"),
+                gr.Slider(minimum=18.40, maximum=118.65, label="Monthly Charges")
+            ]
+        
+        output_interface = gr.Label(label="Churn Prediction")
+        
+        predict_btn = gr.Button('Predict Churn')
+        predict_btn.click(fn=predict, inputs=input_interface, outputs=output_interface)
+        
+app.launch(share=True)