taprosoft
commited on
Commit
·
b5e52b5
1
Parent(s):
b7d4a95
feat: add methods metadata
Browse files- app.py +22 -13
- backends/__init__.py +76 -0
app.py
CHANGED
@@ -16,6 +16,8 @@ import pymupdf4llm
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from gradio_pdf import PDF
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from backends import ( # convert_zerox,
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convert_docling,
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convert_gemini,
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convert_gmft,
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@@ -149,18 +151,6 @@ latex_delimiters = [
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# startup test (also for loading models the first time)
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start_startup = time.time()
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WARMUP_PDF_PATH = "examples/table.pdf"
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SUPPORTED_METHODS = [
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"PyMuPDF",
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"Docling",
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"Marker",
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"MinerU",
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"Unstructured",
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"Gemini (API)",
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"Img2Table (table-only)",
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"GMFT (table-only)",
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"Sycamore",
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# "Zerox"
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]
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if DO_WARMUP:
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print("Warm-up sequence")
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@@ -277,8 +267,27 @@ with gr.Blocks(
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interactive=False,
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)
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with gr.Tab("About"):
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gr.Markdown(
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-
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container=False,
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show_label=False,
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)
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from gradio_pdf import PDF
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from backends import ( # convert_zerox,
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SUPPORTED_METHODS,
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SUPPORTED_METHODS_METADATA,
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convert_docling,
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convert_gemini,
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convert_gmft,
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# startup test (also for loading models the first time)
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start_startup = time.time()
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WARMUP_PDF_PATH = "examples/table.pdf"
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if DO_WARMUP:
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print("Warm-up sequence")
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interactive=False,
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)
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with gr.Tab("About"):
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method_metadata = SUPPORTED_METHODS_METADATA[
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method
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] # type: ignore
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method_name = method_metadata["name"] # type: ignore
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method_description = method_metadata[
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"description"
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] # type: ignore
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method_url = method_metadata["url"] # type: ignore
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method_documentation = method_metadata[
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"documentation"
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] # type: ignore
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gr.Markdown(
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value=(
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f"# {method_name}\n\n{method_description}\n\n"
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+ (
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f"[[Github repo]]({method_url}) "
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if method_url
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else ""
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)
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+ f"[[Documentation]]({method_documentation})"
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),
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container=False,
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show_label=False,
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)
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backends/__init__.py
CHANGED
@@ -1,3 +1,4 @@
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from .docling import convert_docling
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from .gemini import convert_gemini
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from .gmft import convert_gmft
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@@ -20,3 +21,78 @@ __all__ = [
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"convert_gmft",
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"convert_sycamore",
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]
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# flake8: noqa
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from .docling import convert_docling
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from .gemini import convert_gemini
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from .gmft import convert_gmft
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"convert_gmft",
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"convert_sycamore",
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]
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SUPPORTED_METHODS = [
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"PyMuPDF",
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"Docling",
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"Marker",
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"MinerU",
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"Unstructured",
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"Gemini (API)",
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"Img2Table (table-only)",
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"GMFT (table-only)",
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"Sycamore",
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# "Zerox"
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]
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SUPPORTED_METHODS_METADATA = {
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"Unstructured": {
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"name": "Unstructured",
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"description": "Open-Source Pre-Processing Tools for Unstructured Data.",
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"url": "https://github.com/Unstructured-IO/unstructured",
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"documentation": "https://docs.unstructured.io/welcome",
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},
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"Marker": {
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"name": "Marker",
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"description": "Marker converts documents to markdown, JSON, and HTML quickly and accurately.",
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"url": "https://github.com/VikParuchuri/marker",
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"documentation": "https://github.com/VikParuchuri/marker",
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},
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"MinerU": {
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"name": "MinerU",
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"description": "A high-quality tool for convert PDF to Markdown and JSON.",
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"url": "https://github.com/opendatalab/MinerU",
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"documentation": "https://github.com/opendatalab/MinerU",
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},
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"Docling": {
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"name": "Docling",
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"description": "Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem.",
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"url": "https://github.com/DS4SD/docling",
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"documentation": "https://ds4sd.github.io/docling/",
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},
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"PyMuPDF": {
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"name": "PyMuPDF",
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"description": "PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.",
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"url": "https://github.com/pymupdf/PyMuPDF",
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"documentation": "https://pymupdf.readthedocs.io/en/latest/pymupdf4llm/index.html",
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},
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"PyMuPDF": {
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"name": "PyMuPDF",
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"description": "PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.",
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"url": "https://github.com/pymupdf/PyMuPDF",
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"documentation": "https://pymupdf.readthedocs.io/en/latest/pymupdf4llm/index.html",
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},
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"Gemini (API)": {
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"name": "Gemini",
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"description": "Using Gemini multimodal API to parse PDF to markdown.",
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"url": None,
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"documentation": "https://ai.google.dev/gemini-api/docs/document-processing?lang=python",
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},
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"Img2Table (table-only)": {
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"name": "Img2Table",
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"description": "img2table is a table identification and extraction Python Library for PDF and images, based on OpenCV image processing.",
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"url": "https://github.com/xavctn/img2table",
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"documentation": "https://github.com/xavctn/img2table",
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},
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"GMFT (table-only)": {
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"name": "GMFT",
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"description": "Lightweight, performant, deep table extraction.",
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"url": "https://github.com/conjuncts/gmft",
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"documentation": "https://github.com/conjuncts/gmft",
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},
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"Sycamore": {
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"name": "Sycamore",
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"description": "Sycamore is an open source, AI-powered document processing engine for ETL, RAG, LLM-based applications, and analytics on unstructured data.",
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"url": "https://github.com/aryn-ai/sycamore",
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"documentation": "https://sycamore.readthedocs.io/en/stable/",
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},
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}
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