Update utility/utils.py

utility/utils.py

@@ -413,22 +413,21 @@ def remove_duplicates_case_insensitive(data_dict):
         
         # Update the dictionary with unique values
         data_dict[key] = unique_list
+    return data_dict
 
 # Process the model output for parsed result
 def process_resume_data(LLMdata,cont_data,extracted_text):
 
-    # Apply the function to the data
-    LLMdata=remove_duplicates_case_insensitive(LLMdata)
     # Removing duplicate emails
     unique_emails = []
     for email in cont_data['emails']:
-        if email not in LLMdata['Email']:
+        if not any(email.lower() == existing_email.lower() for existing_email in LLMdata['Email']):
             unique_emails.append(email)
     
-    # Removing duplicate links
+    # Removing duplicate links (case insensitive)
     unique_links = []
     for link in cont_data['links_RE']:
-        if link not in LLMdata['Link']:
+        if not any(link.lower() == existing_link.lower() for existing_link in LLMdata['Link']):
             unique_links.append(link)
     
     # Removing duplicate phone numbers
@@ -448,6 +447,9 @@ def process_resume_data(LLMdata,cont_data,extracted_text):
     LLMdata['Email'] += unique_emails
     LLMdata['Link'] += unique_links
     LLMdata['Contact'] += unique_numbers
+
+    # Apply the function to the data
+    LLMdata=remove_duplicates_case_insensitive(LLMdata)
         
     # Initialize the processed data dictionary
     processed_data = {