| from langchain_huggingface import HuggingFaceEmbeddings | |
| def get_embeddings(): | |
| model_name = "mixedbread-ai/mxbai-embed-large-v1" | |
| model_kwargs = {'device': 'cpu'} | |
| encode_kwargs = {'normalize_embeddings': False} | |
| embeddings = HuggingFaceEmbeddings( | |
| model_name=model_name, | |
| model_kwargs=model_kwargs, | |
| encode_kwargs=encode_kwargs | |
| ) | |
| return embeddings |