21 lines
688 B
Python
21 lines
688 B
Python
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import os
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from functools import lru_cache
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from langchain.embeddings.huggingface import HuggingFaceEmbeddings
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# from configs.model_config import embedding_model_dict
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from loguru import logger
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@lru_cache(1)
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def load_embeddings(model: str, device: str, embedding_model_dict: dict):
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embeddings = HuggingFaceEmbeddings(model_name=embedding_model_dict[model],
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model_kwargs={'device': device})
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return embeddings
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@lru_cache(1)
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def load_embeddings_from_path(model_path: str, device: str):
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embeddings = HuggingFaceEmbeddings(model_name=model_path,
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model_kwargs={'device': device})
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return embeddings
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