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Update app.py
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app.py
CHANGED
@@ -7,14 +7,16 @@ from PyPDF2 import PdfReader
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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qa_pipeline = pipeline("question-answering", model="distilbert-base-cased-distilled-squad")
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#
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pdf_text_store = ""
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def extract_text_from_pdf(pdf_file):
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reader = PdfReader(pdf_file)
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text = ""
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for page in reader.pages:
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return text
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def upload_pdf(file, history):
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@@ -77,6 +79,7 @@ with gr.Blocks(theme=gr.themes.Soft(primary_hue="purple", secondary_hue="blue"))
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padding: 1em;
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border-radius: 0.75em;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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}
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.chat-area {
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background: white;
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@@ -92,7 +95,7 @@ with gr.Blocks(theme=gr.themes.Soft(primary_hue="purple", secondary_hue="blue"))
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with gr.Row():
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with gr.Column(scale=1, min_width=250):
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with gr.
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gr.Markdown("### π Upload Your PDF")
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pdf_upload = gr.File(label="Upload PDF", file_types=[".pdf"])
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upload_btn = gr.Button("π Process PDF", elem_classes="custom-btn")
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@@ -103,7 +106,6 @@ with gr.Blocks(theme=gr.themes.Soft(primary_hue="purple", secondary_hue="blue"))
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show_copy_button=True,
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elem_classes="chat-area"
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)
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user_input = gr.Textbox(
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placeholder="Ask something about your PDF...",
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show_label=False
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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qa_pipeline = pipeline("question-answering", model="distilbert-base-cased-distilled-squad")
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# Global variable to store PDF text
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pdf_text_store = ""
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def extract_text_from_pdf(pdf_file):
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reader = PdfReader(pdf_file)
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text = ""
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for page in reader.pages:
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page_text = page.extract_text()
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if page_text:
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text += page_text + "\n"
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return text
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def upload_pdf(file, history):
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padding: 1em;
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border-radius: 0.75em;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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margin-bottom: 1em;
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}
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.chat-area {
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background: white;
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with gr.Row():
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with gr.Column(scale=1, min_width=250):
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with gr.Group(elem_classes="upload-box"):
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gr.Markdown("### π Upload Your PDF")
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pdf_upload = gr.File(label="Upload PDF", file_types=[".pdf"])
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upload_btn = gr.Button("π Process PDF", elem_classes="custom-btn")
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show_copy_button=True,
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elem_classes="chat-area"
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)
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user_input = gr.Textbox(
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placeholder="Ask something about your PDF...",
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show_label=False
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