Update app.py

app.py

@@ -24,5 +24,18 @@ st.write("""
 """)
 
 st.header('Input')
-job_desc_pdf()
-resume_pdf()
+jobs_data= job_desc_pdf()
+resume_df= resume_pdf()
+
+
+setup_nltk_resources()
+
+# Unzip wordnet
+corpora_path = "/kaggle/working/nltk_data/corpora"
+wordnet_zip = os.path.join(corpora_path, "wordnet.zip")
+unzip_nltk_resource(wordnet_zip, corpora_path)
+
+# Apply preprocessing
+jobs_data['processed_description'] = jobs_data['description'].apply(preprocess_text)
+jobs_data_cleaned = drop_duplicates(jobs_data, column_name='description')
+