app.py

import gradio as gr


def process_submit(semantic, zeroshot, abstract):
    return f"Test"


semantic_models = ['all-mpnet-base-v2', 'msmarco-distilbert-dot-v5', 'distilbert-base-uncased', 'all-MiniLM-L6-v2', 'all-MiniLM-L12-v2', 'microsoft/mpnet-base']
zeroshot_models = ['facebook/bart-large-mnli']

iface = gr.Interface(
    fn=process_submit,
    inputs=[
        gr.Dropdown(choices=semantic_models, label="Select a semantic model", value='all-mpnet-base-v2'),
        gr.Dropdown(choices=zeroshot_models, label="Select a zeroshot model", value='facebook/bart-large-mnli'),
        gr.Textbox(lines=10, placeholder="Write here the patent abstract...", label="Patent Abstract")
    ],
    outputs="text"
)


if __name__ == "__main__":
    iface.launch(show_api=False)