amis/scripts/bot/embedding.py

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import os
from sentence_transformers import SentenceTransformer, util
model_name = 'moka-ai/m3e-base'
if os.getenv('EMBEDDING_MODEL') != None:
model_name = os.getenv('EMBEDDING_MODEL')
model = SentenceTransformer(model_name)
def get_embedding(text):
return model.encode(text)