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from sentence_transformers import SentenceTransformer
import os
# Model path and Hugging Face model ID
model_dir = 'models/sentence_transformer'
hf_model_id = 'Alibaba-NLP/gte-base-en-v1.5'
# Check if model directory exists
if not os.path.exists(model_dir):
print(f"Downloading model '{hf_model_id}' from Hugging Face...")
model = SentenceTransformer(hf_model_id, trust_remote_code=True)
model.save(model_dir)
else:
print(f"Loading model from local directory: {model_dir}")
model = SentenceTransformer(model_dir)
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