Update incorrect_sentence_finder.py

incorrect_sentence_finder.py

@@ -32,6 +32,11 @@ class IncorrectSentenceFinder:
             str: Grammatically incorrect sentences identified by GPT-3.
         """
         # Create a request to OpenAI's GPT-3 engine to identify grammatically incorrect sentences.
+        client = AzureOpenAI(api_key=os.getenv("AZURE_OPENAI_KEY"),  
+                                api_version="2023-07-01-preview",
+                                azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
+                                 )
+            
         conversation = [
                 {"role": "system", "content": "You are a helpful Error sentence finder."},
                 {"role": "user", "content": f"""list out the grammatical error sentence in the given text:\n{text}
@@ -41,16 +46,12 @@ class IncorrectSentenceFinder:
             ]
                     
                     # Call OpenAI GPT-3.5-turbo
-        chat_completion =openai.ChatCompletion.create(
-                                  engine="ChatGPT",
-                                  messages = conversation,
-                                  temperature=0.7,
-                                  max_tokens=800,
-                                  top_p=0.95,
-                                  frequency_penalty=0,
-                                  presence_penalty=0,
-                                  stop=None
-                                )
+        chat_completion = client.chat.completions.create(
+            model = "ChatGPT",
+            messages = conversation,
+            max_tokens=1000,
+            temperature=0
+        )
         response = chat_completion.choices[0].message.content
         return response