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Upload GPTSimple.py
Browse files- GPTSimple.py +101 -0
GPTSimple.py
ADDED
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import requests
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import json
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base_urls = {'deepinfra':"https://api.deepinfra.com/v1/openai/chat/completions", "openai":"https://api.openai.com/v1/chat/completions"}
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def print_token(token):
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if token.token == None:
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print()
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else:
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print(token.token, end="", flush=True)
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def get_direct_output(history, model, api_key, stream = False, base_url="openai"):
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if base_url in base_urls:
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url = base_urls[base_url]
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else:
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url = base_url
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headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {api_key}"
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}
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data = {
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"model": model,
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"stream":stream,
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"messages": history
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}
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response = requests.post(url, json=data, headers=headers, stream=stream)
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if stream:
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return response
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return response.json()
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class conversation:
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class token:
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def __init__(self, line):
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if line['choices'][0]['finish_reason'] == "stop":
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self.token = None
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self.model = line["model"]
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self.message = {'role':'assistant','content':None}
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self.response = line
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else:
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self.token = line["choices"][0]['delta']['content']
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self.model = line["model"]
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self.message = line["choices"][0]['delta']
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self.response = line
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def streamingResponse(self, lines, invis):
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message = ""
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iters = lines.iter_lines(decode_unicode=True)
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for line in iters:
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if 'data: ' not in line:
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continue
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line_js = json.loads(line.split('data: ')[1])
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if line_js['choices'][0]['finish_reason'] == "stop":
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if not invis:
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self.history.append({'role':'assistant', 'content':message})
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yield self.token(line_js)
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break
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token = self.token(line_js)
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message += token.token
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yield token
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class response:
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def __init__(self, json):
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self.response = json
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self.model = json['model']
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self.id = json['id']
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self.choices = json['choices']
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self.text = json['choices'][0]['message']['content']
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self.message = json['choices'][0]['message']
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self.usage = json['usage']
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self.prompt_tokens = json['usage']['prompt_tokens']
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self.output_tokens = json['usage']['completion_tokens']
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self.total_tokens = json['usage']['total_tokens']
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def __init__(self, api_key='', model='gpt-3.5-turbo', history=None, system_prompt="You are a helpful assistant", base_url="openai"):
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if base_url.lower() == "deepinfra" and model == "gpt-3.5-turbo":
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model = "meta-llama/Llama-2-70b-chat-hf"
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self.base_url = base_url.lower()
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self.api_key = api_key
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self.model = model
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self.history = [{'role':'system',"content":system_prompt}]
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if history is not None:
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self.history = history
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def generate(self, invisible=False, stream=False):
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if stream:
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res = self.streamingResponse(get_direct_output(self.history, self.model, self.api_key, stream=True, base_url=self.base_url), invisible)
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else:
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res = self.response(get_direct_output(self.history, self.model, self.api_key, base_url=self.base_url))
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if not invisible:
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self.history.append(res.message)
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return res
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def ask(self, message, invisible=False, stream=False):
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if invisible:
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out = self.history.copy()
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out.append({"role":"user", "content":message})
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else:
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self.history.append({"role":"user", "content":message})
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out = self.history
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if stream:
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res = self.streamingResponse(get_direct_output(out, self.model, self.api_key, stream=True, base_url=self.base_url), invisible)
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else:
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res = self.response(get_direct_output(out, self.model, self.api_key, base_url=self.base_url))
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if not invisible:
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self.history.append(res.message)
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return res
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