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# app.py | |
import os | |
import gradio as gr | |
import logging | |
import tempfile | |
from gradio_pdf import PDF | |
from config import config | |
from model import model_initialized | |
from pdf_processor import to_pdf, to_markdown | |
from tts import text_to_speech_openai, text_to_speech_gtts | |
# Set up logging | |
logging.basicConfig(level=logging.INFO) | |
# Load header HTML content | |
with open("header.html", "r", encoding="utf-8") as file: | |
header = file.read() | |
# Define language options (could also be moved to config.yaml) | |
latin_lang = ['af', 'az', 'bs', 'cs', 'cy', 'da', 'de', 'es', 'et', 'fr', 'ga', 'hr', | |
'hu', 'id', 'is', 'it', 'ku', 'la', 'lt', 'lv', 'mi', 'ms', 'mt', 'nl', | |
'no', 'oc', 'pi', 'pl', 'pt', 'ro', 'rs_latin', 'sk', 'sl', 'sq', 'sv', | |
'sw', 'tl', 'tr', 'uz', 'vi', 'french', 'german'] | |
arabic_lang = ['ar', 'fa', 'ug', 'ur'] | |
cyrillic_lang = ['ru', 'rs_cyrillic', 'be', 'bg', 'uk', 'mn', 'abq', 'ady', 'kbd', 'ava', | |
'dar', 'inh', 'che', 'lbe', 'lez', 'tab'] | |
devanagari_lang = ['hi', 'mr', 'ne', 'bh', 'mai', 'ang', 'bho', 'mah', 'sck', 'new', 'gom', | |
'sa', 'bgc'] | |
other_lang = ['ch', 'en', 'korean', 'japan', 'chinese_cht', 'ta', 'te', 'ka'] | |
all_lang = ['', 'auto'] + other_lang + latin_lang + arabic_lang + cyrillic_lang + devanagari_lang | |
# Define a function to convert a file to a PDF (if not already) | |
def file_to_pdf(file_obj): | |
if file_obj is not None: | |
return to_pdf(file_obj.name) | |
return None | |
# Define a function to handle TTS using OpenAI (with fallback) | |
def read_text(text, language="en"): | |
""" | |
Attempts to synthesize speech from text using OpenAI TTS, | |
falling back to gTTS if an error occurs. | |
""" | |
try: | |
text_to_speech_openai(text, language) | |
except Exception as e: | |
logging.error("OpenAI TTS failed: %s. Falling back to gTTS.", e) | |
text_to_speech_gtts(text, language) | |
return "Audio played successfully" | |
# Set up the Gradio Blocks interface | |
with gr.Blocks() as demo: | |
gr.HTML(header) | |
with gr.Row(): | |
with gr.Column(variant='panel', scale=5): | |
file_input = gr.File(label="Please upload a PDF or image", file_types=[".pdf", ".png", ".jpeg", ".jpg"]) | |
max_pages = gr.Slider(1, 20, config.get("max_pages_default", 10), step=1, label='Max convert pages') | |
with gr.Row(): | |
layout_mode = gr.Dropdown( | |
["layoutlmv3", "doclayout_yolo"], | |
label="Layout model", | |
value=config.get("layout_model_default", "doclayout_yolo") | |
) | |
language = gr.Dropdown( | |
all_lang, | |
label="Language", | |
value=config.get("language_default", "auto") | |
) | |
with gr.Row(): | |
formula_enable = gr.Checkbox(label="Enable formula recognition", value=True) | |
is_ocr = gr.Checkbox(label="Force enable OCR", value=False) | |
table_enable = gr.Checkbox(label="Enable table recognition", value=True) | |
with gr.Row(): | |
convert_button = gr.Button("Convert") | |
clear_button = gr.ClearButton(value="Clear") | |
pdf_display = PDF(label='PDF preview', interactive=False, visible=True, height=800) | |
with gr.Accordion("Examples:"): | |
example_root = os.path.join(os.path.dirname(__file__), "examples") | |
examples = [os.path.join(example_root, f) for f in os.listdir(example_root) if f.endswith("pdf")] | |
gr.Examples(examples=examples, inputs=file_input) | |
with gr.Column(variant='panel', scale=5): | |
output_file = gr.File(label="Convert result", interactive=False) | |
with gr.Tabs(): | |
with gr.Tab("Markdown rendering"): | |
md_render = gr.Markdown(label="Markdown rendering", height=1100, show_copy_button=True, line_breaks=True) | |
with gr.Tab("Markdown text"): | |
md_text = gr.TextArea(lines=45, show_copy_button=True) | |
# TTS components | |
read_button = gr.Button("Read Out Loud") | |
read_status = gr.Textbox(label="TTS Status") | |
# Define interactions | |
file_input.change(fn=file_to_pdf, inputs=file_input, outputs=pdf_display) | |
convert_button.click( | |
fn=to_markdown, | |
inputs=[file_input, max_pages, is_ocr, layout_mode, formula_enable, table_enable, language], | |
outputs=[md_render, md_text, output_file, pdf_display] | |
) | |
read_button.click(fn=read_text, inputs=[md_text, language], outputs=read_status) | |
clear_button.add([file_input, md_render, pdf_display, md_text, output_file, is_ocr]) | |
if __name__ == "__main__": | |
demo.launch(ssr_mode=True) | |