demo/app.py

import os
import json
import gradio as gr
from loguru import logger
from magic_pdf.pipe.UNIPipe import UNIPipe
from magic_pdf.rw.DiskReaderWriter import DiskReaderWriter
import magic_pdf.model as model_config

model_config.__use_inside_model__ = True


def process_pdf(file_path):
    try:
        pdf_bytes = open(file_path, "rb").read()
        model_json = []  # model_json传空list使用内置模型解析
        jso_useful_key = {"_pdf_type": "", "model_list": model_json}
        local_image_dir = os.path.join('uploads', 'images')
        if not os.path.exists(local_image_dir):
            os.makedirs(local_image_dir)
        image_dir = str(os.path.basename(local_image_dir))
        image_writer = DiskReaderWriter(local_image_dir)
        pipe = UNIPipe(pdf_bytes, jso_useful_key, image_writer)
        pipe.pipe_classify()
        if len(model_json) == 0:
            if model_config.__use_inside_model__:
                pipe.pipe_analyze()
            else:
                logger.error("need model list input")
                return None
        pipe.pipe_parse()
        md_content = pipe.pipe_mk_markdown(image_dir, drop_mode="none")
        return md_content
    except Exception as e:
        logger.exception(e)
        return None


def extract_markdown_from_pdf(pdf):
    # 保存上传的PDF文件
    file_path = os.path.join('uploads', pdf.name)
    with open(file_path, 'wb') as f:
        f.write(pdf.read())

    # 处理PDF文件并生成Markdown内容
    md_content = process_pdf(file_path)
    return md_content


def main():
    # 创建Gradio接口
    with gr.Blocks() as demo:
        gr.Markdown("# PDF to Markdown Converter")

        with gr.Row():
            with gr.Column():
                pdf_file = gr.File(label="Upload PDF", file_types=['.pdf'])
                md_output = gr.Markdown(label="Extracted Markdown")

        extract_button = gr.Button("Extract Markdown")
        extract_button.click(extract_markdown_from_pdf, inputs=[
                             pdf_file], outputs=[md_output])

    demo.launch(share=True)


if __name__ == '__main__':
    main()