import gradio as gr
from transformers import pipeline

# Load Sentiment Analysis Model
sentiment_pipeline = pipeline("sentiment-analysis")

# Define Function for Prediction
def analyze_sentiment(text):
    result = sentiment_pipeline(text)
    return result[0]["label"], result[0]["score"]

# Create Gradio Interface
iface = gr.Interface(
    fn=analyze_sentiment,
    inputs=gr.Textbox(label="Enter Text"),
    outputs=[gr.Textbox(label="Sentiment"), gr.Textbox(label="Confidence Score")],
    title="Sentiment Analysis App",
    description="Enter a sentence and get its sentiment (Positive/Negative).",
)

iface.launch()