Create app.py

app.py

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+import gradio as gr
+import torch
+from transformers import pipeline
+import folium
+from geopy.geocoders import Nominatim
+from twilio.rest import Client
+import random
+
+# Load AI Model (Example: Hugging Face Pre-trained Model)
+model = pipeline("text-classification", model="distilbert-base-uncased")
+
+# Dummy Function for AI Hurricane Prediction
+def predict_hurricane(air_pressure, wind_speed, humidity):
+    risk = (wind_speed * 0.5 + humidity * 0.3 + air_pressure * 0.2) / 100
+    prediction = "High Risk" if risk > 0.6 else "Low Risk"
+    
+    return f"Hurricane Risk: {prediction} ({round(risk * 100, 2)}%)"
+
+# Function for GIS Alert System
+def send_alert(location):
+    # Twilio setup (Replace with your credentials)
+    account_sid = "your_account_sid"
+    auth_token = "your_auth_token"
+    client = Client(account_sid, auth_token)
+
+    message = client.messages.create(
+        body=f"⚠️ Hurricane Alert in {location}! Take necessary precautions.",
+        from_="+1234567890", to="+9876543210"
+    )
+    return f"Alert sent to {location}!"
+
+# Map Generator (Visualizing Affected Areas)
+def generate_map(location):
+    geolocator = Nominatim(user_agent="geoapi")
+    loc = geolocator.geocode(location)
+    
+    map_ = folium.Map(location=[loc.latitude, loc.longitude], zoom_start=6)
+    folium.Marker([loc.latitude, loc.longitude], tooltip="Hurricane Alert 🚨").add_to(map_)
+    
+    return map_._repr_html_()
+
+# Gradio UI
+with gr.Blocks() as app:
+    gr.Markdown("# 🌪 AI Hurricane Prediction & Alert System")
+    
+    with gr.Row():
+        air_pressure = gr.Number(label="Air Pressure (hPa)")
+        wind_speed = gr.Number(label="Wind Speed (km/h)")
+        humidity = gr.Number(label="Humidity (%)")
+    
+    predict_btn = gr.Button("Predict Hurricane Risk")
+    result = gr.Textbox(label="Prediction Result")
+    
+    predict_btn.click(predict_hurricane, inputs=[air_pressure, wind_speed, humidity], outputs=result)
+
+    gr.Markdown("### 📍 GIS Alert System")
+    location = gr.Textbox(label="Enter Location")
+    alert_btn = gr.Button("Send Alert")
+    alert_result = gr.Textbox(label="Alert Status")
+    
+    alert_btn.click(send_alert, inputs=location, outputs=alert_result)
+    
+    gr.Markdown("### 🗺️ Map of Affected Area")
+    map_btn = gr.Button("Generate Map")
+    map_output = gr.HTML()
+    
+    map_btn.click(generate_map, inputs=location, outputs=map_output)
+
+app.launch()