import gradio as gr from transformers import pipeline def sentiment_analysis(text): # Placeholder for sentiment analysis logic sentiment_analysis = pipeline("sentiment-analysis") result = sentiment_analysis(text) sentiment = result[0]['label'] score = result[0]['score'] if sentiment == "POSITIVE": return f"Positive sentiment with score: {score:.2f}" else: return f"Negative sentiment with score: {score:.2f}" with gr.Blocks() as demo: gr.Markdown("## Sentiment Analysis App") with gr.Column(): text_input = gr.Textbox(label="Enter text for sentiment analysis") sentiment_output = gr.Textbox(label="Sentiment Result") submit_btn = gr.Button("Analyze Sentiment") submit_btn.click(sentiment_analysis, inputs=text_input, outputs=sentiment_output) demo.launch()