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25 lines
848 B
Python
25 lines
848 B
Python
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import json
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from openai import AsyncOpenAI
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from .client import LLMClient
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from .config import LLMConfig
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class OpenAIClient(LLMClient):
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def __init__(self, config: LLMConfig):
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self.client = AsyncOpenAI(api_key=config.api_key, base_url=config.base_url)
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self.model = config.model
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async def generate_response(self, messages: list[dict[str, str]]) -> dict[str, any]:
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try:
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response = await self.client.chat.completions.create(
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model=self.model,
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messages=messages,
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temperature=0.1,
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max_tokens=3000,
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response_format={"type": "json_object"},
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)
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return json.loads(response.choices[0].message.content)
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except Exception as e:
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print(f"Error in generating LLM response: {e}")
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raise
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