| 5 | import openai |
| 6 | |
| 7 | class OpenAIWrapper: |
| 8 | def __init__(self, temperature): |
| 9 | self.key = os.environ.get("OPENAIKEY") |
| 10 | openai.api_key = self.key |
| 11 | |
| 12 | # Access the USE_AZURE environment variable |
| 13 | self.use_azure = os.environ.get('USE_AZURE') |
| 14 | |
| 15 | # Check if USE_AZURE is defined |
| 16 | if self.use_azure is not None: |
| 17 | # Convert the USE_AZURE value to boolean |
| 18 | self.use_azure = self.use_azure.lower() == 'true' |
| 19 | else: |
| 20 | self.use_azure = False |
| 21 | |
| 22 | if self.use_azure: |
| 23 | openai.api_type = "azure" |
| 24 | self.api_base = os.environ.get('API_BASE') |
| 25 | openai.api_base = self.api_base |
| 26 | self.api_version = os.environ.get('API_VERSION') |
| 27 | openai.api_version = self.api_version |
| 28 | self.engine = os.environ.get('MODEL') |
| 29 | else: |
| 30 | self.chat_model_id = "gpt-3.5-turbo" |
| 31 | |
| 32 | self.temperature = temperature |
| 33 | self.max_tokens = 2048 |
| 34 | self.top_p = 1 |
| 35 | self.time_out = 7 |
| 36 | |
| 37 | def run(self, prompt): |
| 38 | return self._post_request_chat(prompt) |
| 39 | |
| 40 | def _post_request_chat(self, messages): |
| 41 | try: |
| 42 | if self.use_azure: |
| 43 | response = openai.ChatCompletion.create( |
| 44 | engine=self.engine, |
| 45 | messages=messages, |
| 46 | temperature=self.temperature, |
| 47 | max_tokens=self.max_tokens, |
| 48 | frequency_penalty=0, |
| 49 | presence_penalty=0 |
| 50 | ) |
| 51 | else: |
| 52 | response = openai.ChatCompletion.create( |
| 53 | model=self.chat_model_id, |
| 54 | messages=messages, |
| 55 | temperature=self.temperature, |
| 56 | max_tokens=self.max_tokens, |
| 57 | frequency_penalty=0, |
| 58 | presence_penalty=0 |
| 59 | ) |
| 60 | res = response['choices'][0]['message']['content'] |
| 61 | return res, True |
| 62 | except Exception as e: |
| 63 | return "", False |