Update app.py

app.py

@@ -24,15 +24,14 @@ Store_Area = st.number_input("Store Area (sq.ft)", min_value=0.0, value=2000.0)
 
 # Prepare input for API
 sales_data = {
+    "Product_Weight": Product_Weight,
     "Product_Sugar_Content": Product_Sugar_Content,
+    "Product_Allocated_Area": Store_Area,   # was Store_Area
     "Product_Type": Product_Type,
-    "Store_Id": Store_Id,
+    "Product_MRP": Product_Price,           # was Product_Price
     "Store_Size": Store_Size,
-    "Store_Location_City_Type": Store_Location_City_Type,
-    "Store_Type": Store_Type,
-    "Product_Weight": Product_Weight,
-    "Product_Price": Product_Price,
-    "Store_Area": Store_Area
+    "Product_Store_Sales_Total": 0,         # placeholder (user won’t input)
+    "Store_Age": 10                         # placeholder or calculate
 }
 
 if st.button("Predict Sales", type='primary'):