Create app.py

app.py

@@ -0,0 +1,13 @@
+mport streamlit as st
+import pickle
+
+# Load the model
+model = pickle.load(open('house_price_model.pkl', 'rb'))
+st.title('House Price Prediction 🏡')
+# User inputs
+living_area = st.number_input('Living Area (sqft)')
+bedrooms = st.number_input('Number of Bedrooms')
+# Predict house price
+if st.button('Predict Price'):
+    prediction = model.predict([[living_area, bedrooms]])
+    st.write(f'Predicted House Price: ${prediction[0]:.2f}')