embedding.py

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

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