app.py

import gradio as gr
from transformers import pipeline

classifier = pipeline(
    "sentiment-analysis",
    model="distilbert-base-uncased-finetuned-sst-2-english"
)

def analyze_sentiment(text):
    result = classifier(text)[0]
    return f"Sentiment: {result['label']}\nConfidence: {result['score']:.2%}"

app = gr.Interface(
    fn=analyze_sentiment,
    inputs=gr.Textbox(lines=4, placeholder="Enter text here..."),
    outputs=gr.Textbox(),
    title="Sentiment Analysis App",
    description="Analyze whether a text is Positive or Negative."
)

app.launch()