app.py

import os
from huggingface_hub import login
from transformers import pipeline
from dotenv import load_dotenv
import gradio as gr

model_checkpoint = "camilothorne/distilbert-base-cased-finetuned-ner-biosem"

hf_token = os.environ['HF_TOKEN']
login(hf_token)

token_classifier = pipeline(
    model=model_checkpoint,
)

gr.Interface.from_pipeline(token_classifier).launch(share=True)