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import gradio as gr | |
from transformers import AutoModelForQuestionAnswering, AutoTokenizer, pipeline | |
title = "Vacancy Keyword Extraction" | |
description = "Add a vacancy and ask what keyword you would like to retrieve. For example, What is the job title? What is the city? What is the start date?" | |
gr.Interface.load("huggingface/deepset/roberta-base-squad2", | |
inputs=[gr.inputs.Textbox(lines=10, label="Vacancy", placeholder="Paste the context of a vacancy."), | |
gr.inputs.Textbox(lines=2, label="Question", placeholder="Ask what you want to retrieve from the vacancy.")], | |
outputs=[gr.outputs.Textbox(label="Answer"), | |
gr.outputs.Label(label="Probability")], | |
title=title, description=description).launch(share=False) |