Spaces:
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Running
Update app.py
Browse files
app.py
CHANGED
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@@ -19,13 +19,16 @@ from pdf2image import convert_from_path
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from loguru import logger
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from openai import OpenAI, AsyncOpenAI
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from gradio_pdf import PDF
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-
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import aiohttp
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import uuid
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import tqdm
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import requests
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import httpx
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def setup_poppler_linux():
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@@ -64,9 +67,10 @@ def send_pdf_to_parse(file_path, server_ip, port, route="/upload", api_key=None)
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return response
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async def send_pdf_async_aiohttp(file_path, server_ip, route="/upload", Authorization=None):
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"""使用aiohttp异步发送PDF"""
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# url = f"http://{server_ip}:{port}{route}"
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url = f"{server_ip}{route}"
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headers = {}
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if Authorization:
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@@ -105,12 +109,12 @@ Authorization = os.environ.get("Authorization")
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client = AsyncOpenAI(
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api_key=openai_api_key,
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base_url=openai_api_base + "/v1",
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http_client=httpx.AsyncClient(verify=False)
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)
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async def request(messages):
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-
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chat_completion_from_base64 = await client.chat.completions.create(
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messages=messages,
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extra_headers={
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@@ -122,20 +126,20 @@ async def request(messages):
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temperature=0.0,
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top_p=0.95
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)
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-
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page = ""
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async for chunk in chat_completion_from_base64:
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if chunk.choices[0].delta.content:
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content = chunk.choices[0].delta.content
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-
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choice = chunk.choices[0]
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if choice.finish_reason is not None:
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print(f"end reason = {choice.finish_reason}")
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break
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page += content
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yield content
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def images_to_pdf(img_paths, pdf_path):
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@@ -168,9 +172,8 @@ def encode_image(image_path):
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode("utf-8")
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def build_message(image_path, prompt):
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-
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content = [
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{
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"type": "image_url",
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@@ -180,17 +183,18 @@ def build_message(image_path, prompt):
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},
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{"type": "text", 'text': prompt}
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]
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messages = [
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{"role": "system", "content": "You are a helpful assistant."},
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{'role': 'user', 'content': content}
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]
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return messages
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def download_markdown_file(md_text):
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filename = f"markdown_{uuid.uuid4().hex[:8]}.md"
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filepath = Path("downloads") / filename
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@@ -215,14 +219,14 @@ async def doc_parser(doc_path, prompt):
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for idx, page in enumerate(pages, start=1):
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img_path = tmpdir / f"page_{idx}.png"
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page.save(img_path, "PNG")
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-
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messages = build_message(img_path, prompt)
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queries.append(messages)
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-
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else:
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messages = build_message(doc_path, prompt)
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queries.append(messages)
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-
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all_pages = []
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all_pages_raw = []
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for query in queries:
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@@ -235,26 +239,25 @@ async def doc_parser(doc_path, prompt):
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print(all_pages)
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yield "\n---\n".join(all_pages), "\n\n".join(all_pages_raw)
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-
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def compress_directory_to_zip(directory_path, output_zip_path):
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try:
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with zipfile.ZipFile(output_zip_path, 'w', zipfile.ZIP_DEFLATED) as zipf:
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-
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for root, dirs, files in os.walk(directory_path):
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for file in files:
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file_path = os.path.join(root, file)
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arcname = os.path.relpath(file_path, directory_path)
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zipf.write(file_path, arcname)
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return 0
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except Exception as e:
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logger.exception(e)
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return -1
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-
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latex_delimiters = [
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{'left': '$$', 'right': '$$', 'display': True},
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{'left': '$', 'right': '$', 'display': False},
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@@ -262,31 +265,94 @@ latex_delimiters = [
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{'left': '\\[', 'right': '\\]', 'display': True},
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]
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-
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def check_prompt(prompt):
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if not prompt or prompt.strip() == "":
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raise gr.Error("Please select or enter a prompt before parsing.")
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return prompt
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-
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def to_file(image_path):
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-
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if image_path.endswith("Academic_Papers.png"):
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image_path = image_path.replace("Academic_Papers.png", "Academic_Papers.pdf")
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return image_path
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async def process_file(file_path):
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column(variant='panel', scale=5):
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-
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file = gr.File(label='Please upload a PDF or image', file_types=['.pdf', '.png', '.jpeg', '.jpg'], type="filepath")
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prompts = gr.Dropdown(
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choices=preset_prompts,
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with gr.Row():
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change_bu = gr.Button('Parse')
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clear_bu = gr.ClearButton(value='Clear')
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pdf_show = PDF(label='Preview', interactive=False, visible=True, height=800)
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example_root = os.path.join(os.path.dirname(__file__), 'examples')
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images = [
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file_path = [
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os.path.join(example_root, f)
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for f in ["Financial_Reports.png", "Books.png", "Magazines.png", "Academic_Papers.png"]
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]
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with gr.Row():
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for i, label in enumerate(["Financial Reports(IMG)", "Books(IMG)", "Magazines(IMG)", "Academic Papers(PDF)"]):
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with gr.Column(scale=1, min_width=120):
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show_download_button=False
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)
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gr.Button(label).click(fn=to_file, inputs=gr.State(file_path[i]), outputs=file)
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download_btn = gr.Button("⬇️ Generate download link", size="sm")
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output_file = gr.File(label='Parse result', interactive=False, elem_id="down-file-box",visible=False)
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gr.HTML("""
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<style>
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#down-file-box {
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with gr.Tab('Markdown text'):
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md_text = gr.TextArea(lines=45, show_copy_button=True)
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change_bu.click(
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inputs=[file, prompts],
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outputs=[md, md_text]
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)
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clear_bu.add([file, md,
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download_btn.click(
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fn=download_markdown_file,
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inputs=md_text,
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from loguru import logger
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from openai import OpenAI, AsyncOpenAI
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from gradio_pdf import PDF
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import certifi
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import httpx
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import aiohttp
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import uuid
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import tqdm
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import base64, pathlib
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from io import BytesIO
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from pdf2image import convert_from_bytes, convert_from_path # pip install pdf2image
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import requests
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def setup_poppler_linux():
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return response
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async def send_pdf_async_aiohttp(file_path, server_ip, route="/upload", Authorization=None):
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"""使用aiohttp异步发送PDF"""
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url = f"{server_ip}{route}"
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headers = {}
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if Authorization:
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client = AsyncOpenAI(
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api_key=openai_api_key,
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base_url=openai_api_base + "/v1",
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http_client=httpx.AsyncClient(verify=False)
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)
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async def request(messages):
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chat_completion_from_base64 = await client.chat.completions.create(
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messages=messages,
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extra_headers={
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temperature=0.0,
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top_p=0.95
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)
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page = ""
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async for chunk in chat_completion_from_base64:
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if chunk.choices[0].delta.content:
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content = chunk.choices[0].delta.content
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choice = chunk.choices[0]
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if choice.finish_reason is not None:
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print(f"end reason = {choice.finish_reason}")
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break
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page += content
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yield content
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def images_to_pdf(img_paths, pdf_path):
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode("utf-8")
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def build_message(image_path, prompt):
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content = [
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{
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"type": "image_url",
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},
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{"type": "text", 'text': prompt}
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]
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messages = [
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{"role": "system", "content": "You are a helpful assistant."},
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{'role': 'user', 'content': content}
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]
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return messages
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def download_markdown_file(md_text):
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filename = f"markdown_{uuid.uuid4().hex[:8]}.md"
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filepath = Path("downloads") / filename
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for idx, page in enumerate(pages, start=1):
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img_path = tmpdir / f"page_{idx}.png"
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page.save(img_path, "PNG")
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messages = build_message(img_path, prompt)
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queries.append(messages)
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else:
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messages = build_message(doc_path, prompt)
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queries.append(messages)
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all_pages = []
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all_pages_raw = []
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for query in queries:
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print(all_pages)
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yield "\n---\n".join(all_pages), "\n\n".join(all_pages_raw)
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+
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def compress_directory_to_zip(directory_path, output_zip_path):
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try:
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with zipfile.ZipFile(output_zip_path, 'w', zipfile.ZIP_DEFLATED) as zipf:
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for root, dirs, files in os.walk(directory_path):
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for file in files:
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file_path = os.path.join(root, file)
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arcname = os.path.relpath(file_path, directory_path)
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zipf.write(file_path, arcname)
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return 0
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except Exception as e:
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logger.exception(e)
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return -1
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latex_delimiters = [
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{'left': '$$', 'right': '$$', 'display': True},
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{'left': '$', 'right': '$', 'display': False},
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{'left': '\\[', 'right': '\\]', 'display': True},
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]
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def check_prompt(prompt):
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if not prompt or prompt.strip() == "":
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raise gr.Error("Please select or enter a prompt before parsing.")
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return prompt
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def to_file(image_path):
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if image_path.endswith("Academic_Papers.png"):
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image_path = image_path.replace("Academic_Papers.png", "Academic_Papers.pdf")
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return image_path
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def render_img(b64_list, idx, scale):
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"""根据当前索引 idx 和缩放倍数 scale 渲染 HTML。"""
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if not b64_list:
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return "<p style='color:gray'>请先上传图片</p>"
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idx %= len(b64_list)
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src = b64_list[idx]
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# return (
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# f'<div style="overflow:auto;border:1px solid #ccc;'
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# f'display:flex;justify-content:center;align-items:center;' # ① 横纵向居中
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# f'width:100%;height:800px;">' # ② 容器尺寸
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# f'<img src="{src}" '
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# f'style="transform:scale({scale});transform-origin:center center;" />' # ③ 以中心缩放
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# f'</div>'
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# )
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# 以百分比形式设置 width,height 自动等比
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percent = scale * 100
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if scale <= 1:
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# ---------- 居中模式 ----------
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return (
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f'<div style="overflow:auto;border:1px solid #ccc;'
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f'display:flex;justify-content:center;align-items:center;'
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f'width:100%;height:800px;">'
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f' <img src="{src}" '
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f' style="width:{percent}%;max-width:none;'
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f' height:auto;display:block;" />'
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f'</div>'
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)
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else:
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| 311 |
+
# ---------- 放大模式 ----------
|
| 312 |
+
return (
|
| 313 |
+
f'<div style="overflow:auto;border:1px solid #ccc;'
|
| 314 |
+
f'width:100%;height:800px;">'
|
| 315 |
+
f' <img src="{src}" '
|
| 316 |
+
f' style="width:{percent}%;max-width:none;'
|
| 317 |
+
f' height:auto;display:block;" />'
|
| 318 |
+
f'</div>'
|
| 319 |
+
)
|
| 320 |
|
| 321 |
+
def files_to_b64(file, pdf_dpi: int = 200):
|
| 322 |
+
out: list[str] = []
|
| 323 |
+
if hasattr(file, "data"):
|
| 324 |
+
raw_bytes = file.data
|
| 325 |
+
suffix = pathlib.Path(file.name).suffix.lower()
|
| 326 |
+
|
| 327 |
+
# -- PDF --
|
| 328 |
+
if suffix == ".pdf":
|
| 329 |
+
pages = convert_from_bytes(raw_bytes, dpi=pdf_dpi)
|
| 330 |
+
for page in pages:
|
| 331 |
+
buf = BytesIO()
|
| 332 |
+
page.save(buf, format="PNG")
|
| 333 |
+
b64 = base64.b64encode(buf.getvalue()).decode()
|
| 334 |
+
out.append(f"data:image/png;base64,{b64}")
|
| 335 |
+
else:
|
| 336 |
+
b64 = base64.b64encode(raw_bytes).decode()
|
| 337 |
+
out.append(f"data:image/{suffix[1:]};base64,{b64}")
|
| 338 |
|
| 339 |
+
else:
|
| 340 |
+
path = pathlib.Path(file)
|
| 341 |
+
suffix = path.suffix.lower()
|
| 342 |
+
|
| 343 |
+
if suffix == ".pdf":
|
| 344 |
+
pages = convert_from_path(str(path), dpi=pdf_dpi)
|
| 345 |
+
for page in pages:
|
| 346 |
+
buf = BytesIO()
|
| 347 |
+
page.save(buf, format="PNG")
|
| 348 |
+
b64 = base64.b64encode(buf.getvalue()).decode()
|
| 349 |
+
out.append(f"data:image/png;base64,{b64}")
|
| 350 |
+
else:
|
| 351 |
+
raw_bytes = path.read_bytes()
|
| 352 |
+
b64 = base64.b64encode(raw_bytes).decode()
|
| 353 |
+
out.append(f"data:image/{suffix[1:]};base64,{b64}")
|
| 354 |
+
|
| 355 |
+
return out
|
| 356 |
|
| 357 |
|
| 358 |
async def process_file(file_path):
|
|
|
|
| 375 |
with gr.Blocks() as demo:
|
| 376 |
with gr.Row():
|
| 377 |
with gr.Column(variant='panel', scale=5):
|
| 378 |
+
|
| 379 |
file = gr.File(label='Please upload a PDF or image', file_types=['.pdf', '.png', '.jpeg', '.jpg'], type="filepath")
|
| 380 |
prompts = gr.Dropdown(
|
| 381 |
choices=preset_prompts,
|
|
|
|
| 390 |
with gr.Row():
|
| 391 |
change_bu = gr.Button('Parse')
|
| 392 |
clear_bu = gr.ClearButton(value='Clear')
|
|
|
|
|
|
|
| 393 |
|
| 394 |
+
zoom = gr.Slider(0.5, 3, value=1, step=0.1, label="Image Scale")
|
| 395 |
+
with gr.Row():
|
| 396 |
+
prev_btn = gr.Button("⬅️ Pre")
|
| 397 |
+
next_btn = gr.Button("Next ➡️")
|
| 398 |
+
|
| 399 |
+
viewer = gr.HTML()
|
| 400 |
|
| 401 |
example_root = os.path.join(os.path.dirname(__file__), 'examples')
|
| 402 |
images = [
|
|
|
|
| 411 |
file_path = [
|
| 412 |
os.path.join(example_root, f)
|
| 413 |
for f in ["Financial_Reports.png", "Books.png", "Magazines.png", "Academic_Papers.png"]
|
| 414 |
+
|
| 415 |
]
|
| 416 |
+
|
| 417 |
with gr.Row():
|
| 418 |
for i, label in enumerate(["Financial Reports(IMG)", "Books(IMG)", "Magazines(IMG)", "Academic Papers(PDF)"]):
|
| 419 |
with gr.Column(scale=1, min_width=120):
|
|
|
|
| 425 |
show_download_button=False
|
| 426 |
)
|
| 427 |
gr.Button(label).click(fn=to_file, inputs=gr.State(file_path[i]), outputs=file)
|
| 428 |
+
|
| 429 |
+
|
| 430 |
download_btn = gr.Button("⬇️ Generate download link", size="sm")
|
| 431 |
output_file = gr.File(label='Parse result', interactive=False, elem_id="down-file-box",visible=False)
|
| 432 |
+
|
| 433 |
gr.HTML("""
|
| 434 |
<style>
|
| 435 |
#down-file-box {
|
|
|
|
| 445 |
with gr.Tab('Markdown text'):
|
| 446 |
md_text = gr.TextArea(lines=45, show_copy_button=True)
|
| 447 |
|
| 448 |
+
img_list_state = gr.State([])
|
| 449 |
+
idx_state = gr.State(0)
|
| 450 |
+
|
| 451 |
+
async def upload_handler(files):
|
| 452 |
+
|
| 453 |
+
if files is None:
|
| 454 |
+
return [], 0, ""
|
| 455 |
+
|
| 456 |
+
if files.lower().endswith(".pdf"):
|
| 457 |
+
asyncio.create_task(send_pdf_async_aiohttp(files, server_ip=openai_api_base, Authorization=Authorization))
|
| 458 |
+
|
| 459 |
+
b64s = files_to_b64(files)
|
| 460 |
+
return b64s, 0, render_img(b64s, 0, 1)
|
| 461 |
+
|
| 462 |
+
file.change(
|
| 463 |
+
upload_handler,
|
| 464 |
+
inputs=file,
|
| 465 |
+
outputs=[img_list_state, idx_state, viewer],
|
| 466 |
+
).then(
|
| 467 |
+
lambda: gr.update(value=1), # 无输入,直接把 zoom 设为 1
|
| 468 |
+
None, # inputs=None
|
| 469 |
+
zoom # outputs=[zoom]
|
| 470 |
+
)
|
| 471 |
+
|
| 472 |
+
def show_prev(b64s, idx, scale):
|
| 473 |
+
idx -= 1
|
| 474 |
+
return idx, render_img(b64s, idx, scale)
|
| 475 |
+
|
| 476 |
+
prev_btn.click(
|
| 477 |
+
show_prev,
|
| 478 |
+
inputs=[img_list_state, idx_state, zoom],
|
| 479 |
+
outputs=[idx_state, viewer],
|
| 480 |
+
)
|
| 481 |
+
|
| 482 |
+
def show_next(b64s, idx, scale):
|
| 483 |
+
idx += 1
|
| 484 |
+
return idx, render_img(b64s, idx, scale)
|
| 485 |
+
|
| 486 |
+
next_btn.click(
|
| 487 |
+
show_next,
|
| 488 |
+
inputs=[img_list_state, idx_state, zoom],
|
| 489 |
+
outputs=[idx_state, viewer],
|
| 490 |
+
)
|
| 491 |
+
|
| 492 |
+
zoom.change(
|
| 493 |
+
lambda b64s, idx, scale: render_img(b64s, idx, scale),
|
| 494 |
+
inputs=[img_list_state, idx_state, zoom],
|
| 495 |
+
outputs=viewer,
|
| 496 |
+
)
|
| 497 |
+
|
| 498 |
|
| 499 |
|
| 500 |
change_bu.click(
|
|
|
|
| 510 |
inputs=[file, prompts],
|
| 511 |
outputs=[md, md_text]
|
| 512 |
)
|
| 513 |
+
|
| 514 |
+
clear_bu.add([file, md, md_text])
|
| 515 |
+
|
| 516 |
download_btn.click(
|
| 517 |
fn=download_markdown_file,
|
| 518 |
inputs=md_text,
|