app.py

import gradio as gr
from transformers import pipeline

# Load pre-trained model and tokenizer from Hugging Face
model_name = "aubmindlab/bert-base-arabertv02-twitter"
sentiment_analysis = pipeline("sentiment-analysis", model=model_name)

def analyze_sentiment(text):
    result = sentiment_analysis(text)
    return result

# Define Gradio interface
iface = gr.Interface(fn=analyze_sentiment, inputs="text", outputs="text", title="Arabic Sentiment Analysis")
iface.launch()