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import PyPDF2 | |
from pdfminer.high_level import extract_pages | |
from pdfminer.layout import LTTextBoxHorizontal, LTFigure | |
import gradio as gr | |
def process_figure(fig): | |
# Replace this with your actual figure processing logic (e.g., save image, get URL) | |
# This is a placeholder for demonstration purposes | |
processed_image_url = "https://via.placeholder.com/150" # Placeholder image URL | |
return processed_image_url | |
def parse_pdf(pdf_file, output_format): | |
with open(pdf_file, 'rb') as file: | |
pages = extract_pages(file) | |
text = "" | |
tables = [] # Placeholder for tables (implementation needed) | |
figures = [] | |
for page in pages: | |
for element in page: | |
if isinstance(element, LTTextBoxHorizontal): | |
text += element.get_text() | |
elif isinstance(element, LTFigure): | |
figures.append(element) | |
# Extract tables (more advanced techniques might be needed) | |
# ... (Implement table extraction logic here) | |
if output_format == "JSON": | |
# Replace this with your JSON conversion logic, including tables and figures | |
json_output = {"text": text, "figures": figures} # Placeholder for JSON conversion | |
return json_output | |
elif output_format == "Markdown": | |
processed_image_url = "" | |
markdown_output = f"# Extracted Text\n\n{text}\n\n# Figures\n" | |
for fig in figures: | |
# Process each figure (e.g., save as image) | |
processed_image_url = process_figure(fig) | |
markdown_output += f"\n" | |
return markdown_output | |
elif output_format == "HTML": | |
processed_image_url = "" # Define outside the loop for HTML output | |
html_output = f"<p>{text}</p>\n" | |
for fig in figures: | |
# Process each figure (e.g., save as image) | |
processed_image_url = process_figure(fig) | |
html_output += f"<img src='{processed_image_url}' alt='Figure'>" | |
return html_output | |
# Create the Gradio interface | |
iface = gr.Interface( | |
fn=parse_pdf, | |
inputs=["file", gr.Dropdown(["JSON", "Markdown", "HTML"])], | |
outputs="text", | |
title="PDF Parser", | |
description="Parse a PDF and choose the output format." | |
) | |
# Launch the Gradio app | |
if __name__ == "__main__": | |
iface.launch() |