import gradio as gr

model = gr.load("models/Afia-manubea/MovieDistilBertReview-SentimentPrediction-Model")

def predict_sentiment(review):
    # Perform sentiment prediction using the loaded model
    prediction = model.predict(review)
    return prediction

iface = gr.Interface(fn=predict_sentiment, inputs="text", outputs="text")

iface.launch(server_port=8000)