from transformers import pipeline
import gradio as gr

classifier = pipeline("sentiment-analysis")

def score_text(text: str):
    result = classifier(text)[0]
    label = result["label"]
    score = result["score"]
    return f"Sentiment: {label} score: {score}"

app = gr.Interface(
    fn=score_text,
    inputs=["textbox"],
    outputs=["textbox"],
    title="Sentiment Analysis App 🤗😑😠",
    description="### Enter any text to instantly analyze its sentiment using a state-of-the-art machine learning model. The app will determine whether the sentiment is positive, negative, or neutral, and display the confidence score for the prediction."
)

app.launch()