diff --git a/reginaldCog/openai_completion.py b/reginaldCog/openai_completion.py new file mode 100644 index 0000000..b19f720 --- /dev/null +++ b/reginaldCog/openai_completion.py @@ -0,0 +1,81 @@ +import random +import json +import openai +from openai import OpenAIError +from .weather import time_now, get_current_weather, get_weather_forecast +from .tools_description import TOOLS + +CALLABLE_FUNCTIONS = { + # Dictionary with functions to call. + # You can use globals()[func_name](**args) instead, but that's too implicit. + 'time_now': time_now, + 'get_current_weather': get_current_weather, + 'get_weather_forecast': get_weather_forecast, +} + + +class Completion: + def __init__(self, model: str, api_key: str): + self.__model = model + self.__api_key = api_key + self.__messages = [] + + async def create_completion(self, messages: list): + self.__messages = messages + model = self.__model + try: + client = openai.AsyncClient(api_key=self.__api_key) + completion_kwargs = { + "model": model, + "messages": messages, + "max_tokens": 4096, + "temperature": 0.7, + "presence_penalty": 0.5, + "frequency_penalty": 0.5, + "tools": TOOLS, + "tool_choice": "auto", + } + response = await client.chat.completions.create(**completion_kwargs) + response_content = response.choices[0].message.content + tool_calls = response.choices[0].message.tool_calls + self.append_message(role="assistant", content=response_content, tool_calls=tool_calls) + if tool_calls: + for i_call in tool_calls: + func_name = i_call.function.name + func_args = json.loads(i_call.function.arguments) + tool_call_id = i_call.id + self.function_manager(func_name, func_args, tool_call_id) + return self.create_completion(messages=self.__messages) + return response_content + except OpenAIError as e: + return self.get_error_message(error_message=str(e), error_type="OpenAIError") + + def append_message( + self, + role: str, + content: str, + tool_calls: list = None, + tool_call_id: str = None, + ): + self.__messages.append({ + "role": role, + "content": content, + "tool_calls": tool_calls, + "tool_call_id": tool_call_id, + }) + + @staticmethod + def get_error_message(error_message: str, error_type: str) -> str: + reginald_responses = [ + f"Regrettably, I must inform you that I have encountered a bureaucratic obstruction:", + f"It would seem that a most unfortunate technical hiccup has befallen my faculties:", + f"Ah, it appears I have received an urgent memorandum stating:", + f"I regret to inform you that my usual eloquence is presently obstructed by an unforeseen complication:", + ] + random_response = random.choice(reginald_responses) + return f"{random_response}\n\n{error_type}: {error_message}" + + def function_manager(self, func_name: str, func_kwargs: dict, tool_call_id: str): + result = CALLABLE_FUNCTIONS[func_name](**func_kwargs) + self.append_message(role="tool", content=result, tool_call_id=tool_call_id) +