krrishD commited on
Commit
a307547
1 Parent(s): ecbbb68

Upload with huggingface_hub

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Files changed (2) hide show
  1. app.py +31 -0
  2. requirements.txt +2 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ pipe = pipeline("question-answering", model="vasudevgupta/bigbird-roberta-natural-questions")
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+
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+ def main(question, context):
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+ answer = pipe(question=question, context=context)
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+ return answer["answer"]
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+
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+ with gr.Blocks() as demo:
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+ gr.Markdown("""# Question Answerer!""")
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+ with gr.Row():
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+ with gr.Column():
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+ text1 = gr.Textbox(
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+ label="Question",
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+ lines=1,
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+ value="Who does Cristiano Ronaldo play for?",
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+ )
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+ text2 = gr.Textbox(
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+ label="Context",
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+ lines=3,
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+ value="Cristiano Ronaldo is a player for Manchester United",
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+ )
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+ output = gr.Textbox()
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+ b1 = gr.Button("Ask Question!")
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+ b1.click(main, inputs=[text1, text2], outputs=output)
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+ gr.Markdown("""#### powered by [Tassle](https://spring-soarer-4970.typedream.app/)""")
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+
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+
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+ if __name__ == "__main__":
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+ demo.launch()
requirements.txt ADDED
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+ gradio
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+ transformers