Muhammad Anas Akhtar
commited on
Update app.py
Browse files
app.py
CHANGED
@@ -8,6 +8,8 @@ from transformers import pipeline
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question_answer = pipeline("question-answering",
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model="deepset/roberta-base-squad2")
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def read_file_content(file_obj):
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"""
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@@ -26,15 +28,16 @@ def read_file_content(file_obj):
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def get_answer(file, question):
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context = read_file_content(file)
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answer = question_answer(question=question, context=context)
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return answer["answer"]
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demo = gr.Interface(fn=get_answer,
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inputs=[gr.File(label="Upload your file
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outputs=[gr.Textbox(label="Answer text",lines=1)],
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title="Document
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description="THIS APPLICATION WILL BE USED TO ANSER QUESTIONS BASED ON CONTEXT PROVIDED.")
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demo.launch()
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question_answer = pipeline("question-answering",
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model="deepset/roberta-base-squad2")
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# question_answer = pipeline("question-answering",
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# model=model_path)
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def read_file_content(file_obj):
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"""
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+
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def get_answer(file, question):
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context = read_file_content(file)
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answer = question_answer(question=question, context=context)
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return answer["answer"]
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demo = gr.Interface(fn=get_answer,
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inputs=[gr.File(label="Upload your file"), gr.Textbox(label="Input your question",lines=1)],
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outputs=[gr.Textbox(label="Answer text",lines=1)],
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title="Document Q & A",
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description="THIS APPLICATION WILL BE USED TO ANSER QUESTIONS BASED ON CONTEXT PROVIDED.")
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demo.launch()
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