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created app py
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app.py
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import gradio as gr
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from utils import get_summary, check_grammar, detect_plagiarism
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def summarize_paper(text):
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return get_summary(text)
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def generate_title(abstract):
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# You can plug in a title generation model here
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return "Generated Title Placeholder"
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def correct_grammar(text):
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return check_grammar(text)
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def check_similarity(text1, text2):
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return detect_plagiarism(text1, text2)
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with gr.Blocks(title="Research Assistant") as demo:
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gr.Markdown("# Research Paper Assistant")
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with gr.Tab("Summarize"):
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input1 = gr.Textbox(lines=10, label="Paste paper abstract or content")
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output1 = gr.Textbox(label="Summary")
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btn1 = gr.Button("Summarize")
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btn1.click(fn=summarize_paper, inputs=input1, outputs=output1)
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with gr.Tab("Title Generator"):
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input2 = gr.Textbox(lines=5, label="Abstract")
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output2 = gr.Textbox(label="Suggested Title")
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btn2 = gr.Button("Generate Title")
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btn2.click(fn=generate_title, inputs=input2, outputs=output2)
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with gr.Tab("Grammar Checker"):
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input3 = gr.Textbox(lines=8, label="Text to Check")
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output3 = gr.Textbox(label="Corrected Text")
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btn3 = gr.Button("Check Grammar")
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btn3.click(fn=correct_grammar, inputs=input3, outputs=output3)
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with gr.Tab("Plagiarism Checker"):
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input4a = gr.Textbox(lines=5, label="Original Text")
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input4b = gr.Textbox(lines=5, label="Submitted Text")
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output4 = gr.Textbox(label="Similarity Score")
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btn4 = gr.Button("Compare")
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btn4.click(fn=check_similarity, inputs=[input4a, input4b], outputs=output4)
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demo.launch()
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