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40 lines
1.2 KiB
Python
40 lines
1.2 KiB
Python
import openai
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import yaml
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from tools.tools_base import ToolsBase
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class LLMTools(ToolsBase):
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def __init__(self):
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self.name = "llm_tools"
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self.description = "利用大模型进行回答，入参格式为字典：{role:大模型的角色, content:问题}"
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def run(self, param=None):
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"""
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Make a call to the OpenAI chat API.
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Args:
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param: The input text for the chat API.
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Returns:
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str: The generated text from the chat API.
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"""
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with open("config.yaml", "r") as file:
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config = yaml.safe_load(file).get("openai")
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openai.api_key = config.get("api_key")
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openai.base_url = config.get("api_url")
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messages = []
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if "role" in param:
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messages.append({"role": "system", "content": param["role"]})
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messages.append({"role": "user", "content": param["content"]})
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response = openai.chat.completions.create(
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model="gpt-3.5-turbo", # GPT-3.5 model
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messages=messages,
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temperature=0.2
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)
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generated_text = response.choices[0].message.content
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return generated_text
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