embedding.py

from langchain.embeddings import HuggingFaceInferenceAPIEmbeddings
from dotenv import load_dotenv
import os

load_dotenv()
api_key = os.getenv("HUGGINGFACEHUB_API_TOKEN")
embeddings = HuggingFaceInferenceAPIEmbeddings(
    api_key=api_key, model_name="sentence-transformers/all-MiniLM-L6-v2"
)