import gradio as gr
from transformers import pipeline

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

# Function to analyze sentiment
def analyze_sentiment(text):
    result = sentiment_pipeline(text)[0]
    label = result['label']
    score = round(result['score'], 2)
    return f"Sentiment: {label} (Confidence: {score})"

# Create Gradio interface
interface = gr.Interface(
    fn=analyze_sentiment,
    inputs=gr.Textbox(lines=3, placeholder="Enter your text here..."),
    outputs="text",
    title="Sentiment Analysis App",
    description="Enter a sentence to analyze its sentiment (positive or negative)."
)

# Launch the app
interface.launch()