Muhammad Anas Akhtar
commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -7,19 +7,21 @@ question_answer = pipeline("question-answering", model="deepset/roberta-base-squ
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def read_file_content(file_obj):
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"""
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Reads the content of a file object
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"""
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try:
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with
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return context
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except Exception as e:
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return f"An error occurred: {e}"
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def get_answer(file, question):
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context = read_file_content(file)
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if isinstance(context, str) and context.startswith("An error occurred"):
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return context # Return file reading
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if not question.strip():
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return "Please provide a valid question."
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@@ -27,11 +29,14 @@ def get_answer(file, question):
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try:
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print(f"Context:\n{context}") # Debug
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print(f"Question: {question}") # Debug
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answer = question_answer(question=question, context=context)
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return answer["answer"]
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except Exception as e:
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return f"An error occurred during question answering: {e}"
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demo = gr.Interface(
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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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def read_file_content(file_obj):
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"""
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Reads the content of a file object with error handling for encoding issues.
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"""
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try:
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# Try reading with a lenient encoding (ISO-8859-1) and handle errors gracefully
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with open(file_obj.name, 'r', encoding='utf-8', errors='ignore') as file:
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context = file.read().strip() # Remove extra spaces or newlines
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return context
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except Exception as e:
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return f"An error occurred: {e}"
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def get_answer(file, question):
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context = read_file_content(file)
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if isinstance(context, str) and context.startswith("An error occurred"):
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return context # Return the error message from file reading
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if not question.strip():
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return "Please provide a valid question."
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try:
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print(f"Context:\n{context}") # Debug
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print(f"Question: {question}") # Debug
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+
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# Get the answer using the question-answering pipeline
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answer = question_answer(question=question, context=context)
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return answer["answer"]
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except Exception as e:
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return f"An error occurred during question answering: {e}"
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# Define the Gradio interface
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demo = gr.Interface(
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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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