Update app.py

app.py

@@ -71,7 +71,7 @@ def calculate_similarity(job_description, cvs, cv_file_names):
 
     return ranked_cvs
 
-def rank_and_shortlist(job_description, cv_files, threshold=0.2):
+def rank_and_shortlist(job_description, cv_files, threshold=0.15):
     cv_texts = [extract_text_from_pdf(cv_file.read()) for cv_file in cv_files]
     cv_file_names = [cv_file.name for cv_file in cv_files]
     cvs = [clean_pdf_text(cv_text) for cv_text in cv_texts]
@@ -103,8 +103,13 @@ def main():
 
             # Display shortlisted candidates with larger text
             st.markdown("### Shortlisted Candidates:")
-            for rank, score in shortlisted_cvs:
-                st.markdown(f"**File Name:** {rank}, **Similarity Score:** {score:.2f}")
+            if not shortlisted_cvs:  # Check if the shortlisted_cvs list is empty
+                st.markdown("None")
+            else:
+                for rank, score in shortlisted_cvs:
+                    st.markdown(f"**File Name:** {rank}, **Similarity Score:** {score:.2f}")
+    else:
+        st.write("Please upload both the job description and resumes to proceed.")
 
 if __name__ == "__main__":
-    main()
+    main()