app.py

import gradio as gr
from backend import get_question

# def generate(context, qtype, difficulty, num, use_beam_search, num_beams): -----------------------
def generate(context, qtype, difficulty, num):
    try:
        # return "\n\n".join(get_question(qtype, difficulty, context, "", num, use_beam_search=use_beam_search, num_beams=num_beams)) -------------
        return "\n\n".join(get_question(qtype, difficulty, context, "", num))
    except Exception as e:
        return f"Error: {str(e)}"

with gr.Blocks() as demo:
    gr.Markdown("# Finetuned T5Base Question Generator [Descriptive, MCQ, T/F]")

    with gr.Row():
        context = gr.Textbox(label="Context", lines=8, placeholder="Paste your context here...")

    with gr.Row():
        qtype = gr.Dropdown(["short answer", "multiple choice question", "true or false question"], label="Question Type")
        difficulty = gr.Dropdown(["easy", "medium", "hard"], label="Difficulty")
        num = gr.Slider(1, 5, step=1, label="Number of Questions", value=1)
        
    # with gr.Row(visible=True) as beam_controls:--------------------------------------
    #     use_beam = gr.Checkbox(label="Use Beam Search", value=False)
    #     beam_dropdown = gr.Dropdown(choices=[3, 4, 5, 6], value=3, label="Number of Beams")

    # def toggle_beam_controls(n):
    #     return gr.update(visible=(n == 1))

    # num.change(fn=toggle_beam_controls, inputs=num, outputs=beam_controls) -------------------------------

    with gr.Row():
        btn = gr.Button("Generate Questions")

    output = gr.Textbox(label="Generated Questions", lines=10)

    # btn.click(fn=generate, inputs=[context, qtype, difficulty, num,  use_beam, beam_dropdown], outputs=output)
    btn.click(fn=generate, inputs=[context, qtype, difficulty, num], outputs=output)

if __name__ == "__main__":
    demo.launch()