src/utils/load_embeddings.py

import os
from langchain_community.embeddings import HuggingFaceEmbeddings
import streamlit as st

def get_local_embeddings():
    return HuggingFaceEmbeddings(model_name="sentence-transformers/paraphrase-multilingual-mpnet-base-v2")