from transformers import pipeline
import gradio as gr

classifier = pipeline("sentiment-analysis")

def score_text(text):
    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 analyse its sentiment using ML. The app returns whether the sentiment is Positive, Neutral, Negative with confidence score."
)

app.launch()