import gradio as gr from transformers import pipeline classifier = pipeline( "sentiment-analysis", model="distilbert-base-uncased-finetuned-sst-2-english" ) def analyze_sentiment(text): result = classifier(text)[0] return f"Sentiment: {result['label']}\nConfidence: {result['score']:.2%}" app = gr.Interface( fn=analyze_sentiment, inputs=gr.Textbox(lines=4, placeholder="Enter text here..."), outputs=gr.Textbox(), title="Sentiment Analysis App", description="Analyze whether a text is Positive or Negative." ) app.launch()