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71 lines
2.5 KiB
Python
71 lines
2.5 KiB
Python
"""
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除了openai外，很多大模型提供商也都使用openai的SDK，对于这一类可以统一使用本wrapper
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这里演示使用deepseek提供的DeepSeek-V2
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"""
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import os
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from openai import OpenAI
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base_url = os.environ.get('LLM_API_BASE', "")
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token = os.environ.get('LLM_API_KEY', "")
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if token:
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client = OpenAI(api_key=token, base_url=base_url)
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else:
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client = OpenAI(base_url=base_url)
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def openai_llm(messages: list, model: str, logger=None, **kwargs) -> str:
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if logger:
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logger.debug(f'messages:\n {messages}')
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logger.debug(f'model: {model}')
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logger.debug(f'kwargs:\n {kwargs}')
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try:
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response = client.chat.completions.create(messages=messages, model=model, **kwargs)
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except Exception as e:
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if logger:
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logger.error(f'openai_llm error: {e}')
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return ''
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if logger:
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logger.debug(f'result:\n {response.choices[0]}')
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logger.debug(f'usage:\n {response.usage}')
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return response.choices[0].message.content
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if __name__ == '__main__':
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import time
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from pprint import pprint
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# logging.basicConfig(level=logging.DEBUG)
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system_content = ''
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user_content = '''你是一名优秀的翻译，请帮我把如下新闻标题逐条（一行为一条）翻译为中文，你的输出也必须为一条一行的格式。
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The New York Times reported on 2021-01-01 that the COVID-19 cases in China are increasing.
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Cyber ops linked to Israel-Hamas conflict largely improvised, researchers say
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Russian hackers disrupted Ukrainian electrical grid last year
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Reform bill would overhaul controversial surveillance law
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GitHub disables pro-Russian hacktivist DDoS pages
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Notorious Russian hacking group appears to resurface with fresh cyberattacks on Ukraine
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Russian hackers attempted to breach petroleum refining company in NATO country, researchers say
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As agencies move towards multi-cloud networks, proactive security is key
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Keeping a competitive edge in the cybersecurity ‘game’
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Mud, sweat and data: The hard work of democratizing data at scale
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SEC sues SolarWinds and CISO for fraud
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Cyber workforce demand is outpacing supply, survey finds
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Four dozen countries declare they won
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White House executive order on AI seeks to address security risks
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malware resembling NSA code
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CISA budget cuts would be
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Hackers that breached Las Vegas casinos rely on violent threats, research shows'''
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data = [{'role': 'user', 'content': user_content}]
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start_time = time.time()
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pprint(openai_llm(data, "deepseek-chat"))
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print(f'time cost: {time.time() - start_time}')
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