from langchain.embeddings import HuggingFaceEmbeddings def get_embedding_function(): model_name = "sentence-transformers/all-mpnet-base-v2" # You can change this to any other Hugging Face model embeddings = HuggingFaceEmbeddings(model_name=model_name) return embeddings