app.py

# here are some examples for sadness, joy, anger, and optimism.
import gradio as gr

examples = [
    ["The movie was a bummer."],
    ["I cannot wait to watch all these movies!"],
    ["The ending of the movie really irks me, gives me the ick fr."],
    ["The protagonist seems to have a lot of hope...."]
]


# The UI is being generated here.
gradio_ui = gr.Interface(
    fn=predict, # inserting the model here.
    title="Sentiment Analysis", examples=examples,
    inputs=gr.inputs.Textbox(lines=5, label="Paste an Article here."),
    outputs=[gr.outputs.Textbox(label="Label"),gr.outputs.Textbox(label="Score"),],
    )

gradio_ui.launch(share=True, debug=False) # launching the model.