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Create app.py

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  1. app.py +16 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+ title = 'Easy QA with Roberta'
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+ context = "There is a game called Tic Tac Toe where players take turns writing an X or O into a 3x3 grid. The object of the game is to get three Xs or three Os in a row to win."
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+ question1 = "How do you win tic tac toe?"
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+ question2 = "How many Xs do you need to win?"
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+ question3 = "What is the name of the game?"
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+
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+ model_name = "deepset/roberta-base-squad2"
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+
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+ question_answerer = pipeline("question-answering", model=model_name, tokenizer=model_name)
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+
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+ interface = gr.Interface.from_pipeline(question_answerer,
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+ title = title,
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+ theme = "peach",
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+ examples = [[context, question1],[context, question2],[context, question3]]).launch()