Update app.py

app.py

@@ -3,6 +3,7 @@ from streamlit.components.v1 import html
 import os
 import PyPDF2
 import requests
+from transformers import pipeline
 
 def get_pdf_text(pdf_path):
     # creating a pdf file object
@@ -23,6 +24,8 @@ def get_pdf_text(pdf_path):
 
     return pdf_text
 
+sum_model = pipeline("text2text-generation", model="yasminesarraj/flan-t5-small-samsum")
+
 headers = {"Authorization": st.secrets["HF_AUTH"]}
 
 def create_tags(payload):
@@ -95,6 +98,9 @@ with tab_your_paper:
                 else:
                     st.markdown("#### Summary of your paper:")
                 st.write(summary)
+        else:
+            with col1:
+                st.write(sum_model(all_text_together))
 
         if tags_available == True:
             with col2: