diff --git a/Preprocessor/preprocessor.py b/Preprocessor/preprocessor.py
index eaefae8..d7aecc9 100644
--- a/Preprocessor/preprocessor.py
+++ b/Preprocessor/preprocessor.py
@@ -28,9 +28,10 @@ url_extractor = URLExtract()
 
 def url_handler(text: str):
     urls = list(url_extractor.gen_urls(text))
-    updated_urls = [url if "http" in url else f"https://{url}" for url in urls]
+    updated_urls = list(
+        set([url if "http" in url else f"https://{url}" for url in urls])
+    )
     domains = [urllib.parse.urlparse(url_text).netloc for url_text in updated_urls]
-    domains = list(set(domains))
     for i in range(len(domains)):
         text = text.replace(urls[i], f" <http> {domains[i]} </http> ")
     return text