Update app.py

app.py

@@ -1,9 +1,9 @@
-!python -m pip install transformers --quiet
-from transformers import pipeline
+import joblib
+import pandas as pd
+import streamlit as st
 
-classifier = pipeline("sentiment-analysis", 
-                      model="distilbert-base-uncased-finetuned-sst-2-english")
-               
+model = joblib.load('model.joblib')
+                              
 def main():
     st.title("classifier")
 
@@ -11,7 +11,7 @@ def main():
         X = st.text_input("")
         clicked = st.form_submit_button("Predict")
         if clicked:
-            result=classifier(X)
+            result=model(X)
             st.success(result)
                              
 if __name__ == "__main__":