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23 lines
728 B
Python
23 lines
728 B
Python
import openai
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from typing import Union, List, Dict, Any
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from app.core.logger import get_embeddings_logger
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logger = get_embeddings_logger()
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class EmbeddingService:
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def __init__(self, base_url: str):
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self.base_url = base_url
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async def create_embedding(
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self, input_text: Union[str, List[str]], model: str, api_key: str
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) -> Dict[str, Any]:
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"""Create embeddings using OpenAI API"""
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try:
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client = openai.OpenAI(api_key=api_key, base_url=self.base_url)
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response = client.embeddings.create(input=input_text, model=model)
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return response
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except Exception as e:
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logger.error(f"Error creating embedding: {str(e)}")
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raise
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