import gradio as gr
from transformers import pipeline 

sentiment_pipeline = pipeline("sentiment-analysis")

review = "I haven not enjoyed my stay !"

result = sentiment_pipeline(review)[0]
print(result)

def analyze_sentiment(review):
    result = sentiment_pipeline(review)[0]
    sentiment_label = result["label"]
    confidence_score = round(result["score"], 2)
    return sentiment_label, confidence_score

interface = gr.Interface(
    fn=analyze_sentiment,  
    inputs=gr.Textbox(
        lines=3, placeholder="Enter a review...", label="Enter the review:"
    ),
    outputs=[
        gr.Textbox(label="Sentiment:"),  
        gr.Textbox(label="Confidence Score:")
    ],
    title="Sentiment Analysis",
    description="Enter a review and get the sentiment and confidence score."
)


interface.launch()