import gradio as gr from transformers import pipeline sentimentPipeline = pipeline('sentiment-analysis') def analyze_sentiment(text): result = sentimentPipeline(text) return f"Sentiment: {result[0]['label']}, Confidence: {result[0]['score']:.2f}" app = gr.Interface( fn = analyze_sentiment, inputs =gr.Textbox(lines = 5, placeholder = "Enter your text here:"), outputs = "text", title="Sentiment Analysis Tool", description = "Sentiment Analysis Tool which helps you to analysis input tone" ) if __name__ == "__main__": app.launch()