app.py

import gradio as gr
from helpers import majority_vote_dicts
from model import process_document, process_pdf

input_interface = gr.inputs.File(label="Upload a PDF file")
description = "Gradio Demo for Donut trained on Quandri internal dataset."
gradio_interface = gr.Interface(fn=process_pdf, 
                                inputs=input_interface, 
                                outputs= 'json',  
                                title="Demo: Donut 🍩 for Document Parsing on Quandri Dataset",
                                description=description,
                                examples=[["data/aviva.pdf"], ["data/wawanesa.pdf"], ["data/sgi.pdf"]],
                                )

gradio_interface.launch()