import gradio as gr from transformers import pipeline sentiment = pipeline("sentiment-analysis") def get_sentiment(input_text): return sentiment (input_text) result = get_sentiment(" the movie was very bad") result [{'label': 'NEGATIVE', 'score': 0.9997990727424622}] iface = gr.Interface(fn = get_sentiment, inputs = 'text', outputs = ['text'],title = 'Sentiment Analysis', description= 'get sentiment positive/negative') iface.launch()