embedding_function.py

from langchain.embeddings import HuggingFaceEmbeddings

def get_embedding():
    # Use a Hugging Face-hosted model that outputs 768-dimensional embeddings
    embeddings = HuggingFaceEmbeddings(model_name="bert-base-uncased")
    return embeddings