import gradio as gr from transformers import pipeline sentiment = pipeline('sentiment-analysis') def get_sentiment(input_text): return sentiment(input_text) front_end = gr.Interface(fn = get_sentiment, inputs = "text", outputs = ["text"], title = "Toxicity Detector", description = "A simple web-app to find out that text is toxic or not") front_end.launch(inline=False)