import gradio as gr
from transformers import pipeline

# Load sentiment analysis pipeline
classifier = pipeline("sentiment-analysis")

# Gradio interface function
def analyze_sentiment(text):
    result = classifier(text)
    sentiment_label = result[0]['label']
    confidence_score = result[0]['score']
    
    return f"Sentiment: {sentiment_label}, Confidence: {confidence_score:.4f}"

# Create Gradio interface
iface = gr.Interface(
    fn=analyze_sentiment,
    inputs=gr.Textbox(),
    outputs=gr.Textbox(),
    live=True,
    title="Sentiment Analysis App 😄😡😍😈",
    description="Enter a text to analyze its sentiment."
)

# Launch the Gradio app
iface.launch(share=True)