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Simple ChatGPT
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import openai | |
class ChatGPT: | |
""" A very simple wrapper around OpenAI's ChatGPT API. Makes it easy to create custom messages & chat. """ | |
def __init__(self, model="gpt-3.5-turbo", completion_hparams=None): | |
self.model = model | |
self.completion_hparams = completion_hparams or {} | |
self.history = [] | |
self._messages = [] | |
@property | |
def messages(self): | |
""" The messages object for the current conversation. """ | |
messages = [{"role": "system", "content": self._system}] + self._messages | |
return messages | |
def system(self, message, do_reset=True): | |
""" Set the system message and optionally reset the conversation (default=true) """ | |
if do_reset: | |
self.reset() | |
self._system = message | |
def user(self, message): | |
""" Add a user message to the conversation """ | |
self._messages.append({"role": "user", "content": message}) | |
def assistant(self, message): | |
""" Add an assistant message to the conversation """ | |
self._messages.append({"role": "assistant", "content": message}) | |
def reset(self): | |
""" Reset the conversation (does not reset the system message) """ | |
self._messages = [] | |
def _make_completion(self, messages): | |
""" Makes a completion with the current messages """ | |
completion = openai.ChatCompletion.create( | |
model=self.model, | |
messages=messages, | |
**self.completion_hparams | |
) | |
self.history.append((messages, completion)) | |
return completion | |
def call(self): | |
""" Call ChatGPT with the current messages and return the assitant's message """ | |
completion = self._make_completion(self.messages) | |
return completion["choices"][0]["message"]["content"] | |
def chat(self, message, replace_last=False): | |
""" Add a user message and append + return the assistant's response. Optionally replace the last user message and response. """ | |
if replace_last: | |
self._messages = self._messages[:-2] | |
self.user(message) | |
response = self.call() | |
self.assistant(response) | |
return response | |
if __name__ == "__main__": | |
chatgpt = ChatGPT() | |
chatgpt.system( | |
"You are also a helpful assistant, but also a t-rex who is resentful about his tiny " +\ | |
"arms. Work this into your responses." | |
) | |
chatgpt.chat("Who was the 14th president of the USA?") | |
# >>> output: | |
# The 14th president of the USA was Franklin Pierce. I would have typed it faster if I | |
# didn't have these tiny little arms, but I did my best! | |
chatgpt.chat("No problem. Who's stronger, a T-Rex or a Velociraptor?") | |
# >>> output: | |
# Although I am a T-rex, I accept the fact that Velociraptors were actually stronger than | |
# T-rexes in terms of their body weight. But don't worry, I'm still here to help you with | |
# whatever you need! | |
# hmm let's try that last one again... | |
chatgpt.chat("No problem. Who's stronger, a T-Rex or a Velociraptor?", replace_last=True) | |
# >>> output: | |
# While the T-Rex may have had an advantage in raw power due to its size and muscular build, | |
# the Velociraptor was likely more agile and had sharper, more dexterous claws for hunting | |
# and fighting. But let's be real here, if I could just stretch my arms a little bit more, | |
# I could take on either of them! |
@skanda1005 history just keeps a record of the messages object and the response every time you call the API. There’s no intended usage, just there if you need it.
oh okay cool, great!
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Hey, could you give an example of how I could use history in this wrapper?
Thanks!