import gradio as gr
from transformers import pipeline

# Load the sentiment analysis model
sentiment_pipeline = pipeline("sentiment-analysis")

def analyze_sentiment(text):
    result = sentiment_pipeline(text)[0]
    return f"Label: {result['label']}, Confidence: {result['score']:.4f}"

# Define the Gradio interface
iface = gr.Interface(
    fn=analyze_sentiment, 
    inputs=gr.Textbox(lines=2, placeholder="Enter text here..."), 
    outputs="text",
    title="Sentiment Analysis",
    description="Enter a sentence to analyze its sentiment."
)

# Launch the interface
iface.launch()