update

llm/inference.py

@@ -14,6 +14,7 @@ client = InferenceClient(api_key=api_key)
 
 
 def extract_product_info(text):
+    print(f'Extract function called!')
     # Initialize result dictionary
     result = {"brand": None, "model": None, "description": None, "price": None}
 
@@ -51,7 +52,7 @@ def extract_product_info(text):
     
     # Combine the remaining parts as description
     result["description"] = " ".join(description_parts)
-
+    print(f'extract function returned:\n{result}')
     return result
 
 
@@ -97,7 +98,8 @@ def get_name(url, object):
 	llm_result = completion.choices[0].message['content']
 	print(llm_result)
 	print(f'\n\nThat is the output')
-     
+
+    print(f'Extracting from the output now, function calling')
 	result = extract_product_info(llm_result)
 	print(f'\n\nResult brand and price:{result}')