import gradio as gr from transformers import pipeline sentiment = pipeline ("sentiment-analysis", model="distilbert-base-uncased-finetuned-sst-2-english") def get_sentiment(input_text): result = sentiment(input_text) return result[0]['label'] result = get_sentiment("The movie was very bad") result iface = gr.Interface(fn = get_sentiment, inputs = "text", outputs = "text" ,title = 'Sentiment Analysis') iface.launch(inline= False, share=True)