app.py

from transformers import pipeline
import gradio as gr

title = "Natural Language module Demo for Countries/Cities"
description = "This is a simple demo just for demonstration purposes, so that Serco team might have the chance to validate the results of the Natural Language module concerning countries/cities identification, while in progress"

examples = [
    ["Earthquake located in Ishkoshim, Tajikistan in 2018 05 09 with magnitude greater than 6.2"],
    ["Give me all the earthquakes with magnitude above than 6 in the region of Athens"],
    ["Earthquake happened in Rome during 1986 with a magnitude of 6"],
    ["I want all earthquakes larger than 5.0 that occurred in Rome during 2020"]
]

gr.Interface(
    fn=identify_locations, 
    inputs="text", 
    outputs="text",
    title=title,
    description=description,
    examples=examples,
    enable_queue=True,
    ).launch()