app.py

import transformers
import gradio as gr
from transformers import pipeline

gr.Interface.load("huggingface.co/keras-io/bidirectional-lstm-imdb",
                   examples =[["We are having beautiful weather today"]],
                   theme = "grass",
                   title= "Sentiment Analysis with Keras",
                   description = "This model can detect sentiment").launch()