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from transformers import pipeline
import gradio as gr

from helper import comparatives_binding

title = "Comparatives Demo"
description = "This is a simple demo just for demonstration purposes for Serco team, to validate the first results of the Natural Language module concerning the identification of comparatives"

examples = [
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude > 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude = 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude bigger than 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude more than 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude higher than 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude smaller than 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude lesser than 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude equal to 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude equivalent to 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude surpassing 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude lagging 6.2"],
    ["I want an earthquake that is located in Rome, Italy on 01/01/23 with magnitude that matches 6.2"]
]


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