update

app.py

@@ -11,7 +11,7 @@ if pdf_file is not None and st.button("Summarize"):
         f.write(pdf_file.getbuffer())
     
     # Generate summary
-    summary = summarize_pdf_with_textrank("temp_pdf.pdf", sentences_count=10)
+    summary = summarize_pdf_with_textrank("temp_pdf.pdf")
     
     # Display summary
     st.write("Summary:")

extractive_model.py

@@ -16,7 +16,7 @@ from sumy.summarizers.text_rank import TextRankSummarizer
 import nltk
 nltk.download('punkt')
 
-def summarize_pdf_with_textrank(pdf_path, sentences_count=10):
+def summarize_pdf_with_textrank(pdf_path, sentences_count=5):
     """
     Summarizes the content of a PDF file using TextRank algorithm.