import gradio as gr
from transformers import pipeline

# Load the sentiment analysis pipeline from Hugging Face
sentiment_pipeline = pipeline("sentiment-analysis")

def analyze_sentiment(text):
    result = sentiment_pipeline(text)[0]
    sentiment = result['label']
    confidence = result['score']
    return f"Sentiment: {sentiment}, Confidence: {confidence:.2f}"

# Create the Gradio interface
iface = gr.Interface(
    fn=analyze_sentiment,
    inputs=gr.inputs.Textbox(lines=2, placeholder="Enter text here..."),
    outputs="text",
    title="Sentiment Analysis",
    description="Enter text and click the button to detect the sentiment."
)

# Launch the interface
iface.launch()