diff --git a/backend/routes/data_profile_routes.py b/backend/routes/data_profile_routes.py
index c4b05a3..3a12d70 100644
--- a/backend/routes/data_profile_routes.py
+++ b/backend/routes/data_profile_routes.py
@@ -78,9 +78,3 @@ async def preview_data_profile(
             gpt = GPTLLM()
             data = gpt.extract_data_from_jpg(instructions, jpg_file)
         return data
-
-
-# the response has to be a json
-
-# file -- > convert to jpg --> |
-# data-profile             --> | --> llm --> response