import gradio as gr
from transformers import pipeline

classifier = pipeline('text-classification', model="abhi227070/distilbert-base-uncased-finetuned-imdb")

def sentiment_analysis(text):

    result = classifier(text)

    return result[0]['label'], result[0]['score']


iface = gr.Interface(
    fn = sentiment_analysis,
    inputs = gr.Textbox(label="Context", placeholder="Enter your text here...", lines = 5),
    outputs = [gr.Textbox(label="Result"), gr.Textbox(label="Accuracy")]
)

iface.launch()