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app.py

@@ -93,4 +93,20 @@ if st.button("Predict"):
   else:
     st.write(f"Error making prediction: {response.status_code}")
 
+# Section for batch prediction
+st.subheader("Batch Prediction")
+
+# Allow users to upload a CSV file for batch prediction
+uploaded_file = st.file_uploader("Upload CSV file for batch prediction", type=["csv"])
+BATCH_ENDPOINT="https://TokenTutor-SuperKartSalesPrectionBackend.hf.space/v1/forecastbatch"
+# Make batch prediction when the "Predict Batch" button is clicked
+if uploaded_file is not None:
+    if st.button("Predict Batch"):
+        response = requests.post(BATCH_ENDPOINT, files={"file": uploaded_file})  # Send file to Flask API
+        if response.status_code == 200:
+            predictions = response.json()
+            st.success("Batch predictions completed!")
+            st.write(predictions)  # Display the predictions
+        else:
+            st.error("Error making batch prediction.")