Create extract_insights.py

extract_insights.py

@@ -0,0 +1,25 @@
+from openai import Client
+from supabase import create_client, Client
+
+# Initialize Supabase client
+url: str = os.getenv('SUPABASE_URL')
+key: str = os.getenv('SUPABASE_KEY')
+supabase: Client = create_client(url, key)
+
+client = Client(api_key=os.getenv('OPENAI_API_KEY'),organization=os.getenv('ORG_ID'))
+
+
+def prompt_for_categorization():
+    
+    pass
+
+async def extract_fashion_categories(user_id:str , email:str, message_id:str):
+
+    
+    response = supabase.table("document_ai_entities").select("line_item / description , line_item / amount").eq("user_id",user_id).eq("email",email).eq("message_id",message_id).execute()
+
+    
+    print(response.data)
+
+    
+