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# embedding.py
from langchain_huggingface import HuggingFaceEmbeddings
def load_embeddings():
"""
Returns a HuggingFaceEmbeddings instance.
"""
embeddings = HuggingFaceEmbeddings(
model_name="nomic-ai/nomic-embed-text-v1.5",
model_kwargs={"trust_remote_code": True}
)
return embeddings
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