- Add function to get local LayoutReader model directory- Check and use local model directory if available
- Fall back to online model if local directory not found
- Update model initialization to support local path
- Refactor model loading in singleton class

fix: caption|footnote match algorithm

fix: caption or footnote match algorithm

perf(pdf_extract_kit): conditional memory cleanup based on GPU capacity

- Introduce a conditional memory cleanup step in the PDF extraction process
- Assess available GPU memory before deciding to perform memory cleanup- Log the time taken for garbage collection when it occurs
- This optimization helps to balance performance and resource utilization

feat: add arXiv paper link to header and adjust PDF parsing logic

feat: add arXiv paper link to header and adjust PDF parsing logic- Add arXiv paper link to the header template for easy access to the latest research paper.
- Modify the PDF parsing logic to handle edge cases more accurately, particularly in determining the number of lines in a block based on its height.

refactor(model): improve timing information and performance

- Enhance timing output precision to two decimal places for better readability- Calculate and log document analysis speed in pages per second
- Optimize logging for YOLO and table recognition processes
- Remove unnecessary comments and improve code efficiency

add arxiv url

add arxiv url

feat：add layoutreader to sort blocks

- Insert lines into blocks based on median line height- Calculate block index using line indices median
- Remove virtual line information for table and image blocks
- Enhance line sorting algorithm for different block types
- Add line height calculation function

The clean_memory function has been removed from pdf_parse_union_core_v2.py due to it not being used.
This change streamlines the code and prevents potential confusion regarding its purpose.

Update import statements in `pdf_parse_union_core_v2.py` to directly import
`prepare_inputs`, `boxes2inputs`, and `parse_logits` from `magic_pdf.model.v3.helpers`
instead of from `magic_pdf.model.v3`. This change streamlines the imports, making the
code more readable and maintaining a cleaner approach to modular design.

Adapt import statements in `pdf_parse_union_core_v2.py` to reflect the updated packagestructure, changing from the `magic_pdf.v3.helpers` module to the `magic_pdf.model.v3`
module. This ensures compatibility with the revised directory layout.

Blocks without lines are now correctly indexed even when they contain textual content rendered
as images. The sorting logic has been updated to accommodate this scenario. Additionally, the
LayoutLMv3 model initialization has been enhanced to utilize bfloat16 precision on devices that
support it, offering potential performance benefits on supported hardware.

Removed redundant sorting of lines by model and optimized calculation of block
indexes by using a single pass through the sorted lines. This change simplifies the
code and potentially improves performance by reducing the number of sortingoperations and unnecessary iterations over blocks without lines.

refactor(draw_bbox): remove commented-out code and streamline bbox drawingRemoved legacy commented-out code related to layout_bbox_list from draw_bbox.py, which
was used for diagnostic purposes and was no longer necessary. This change streamlines
the codebase and clarifies the drawing process of bounding boxes on PDF pages. The update
also adjusts the order of operations slightly for improved readability without altering
the functionality.

Introduce torch and transformers libraries to support new ML features.Ensure version compatibility by adding torch version within the range 2.2.2 to 2.3.1and include the necessary transformers library.

refactor(pdf_parse_union_core_v2): implement model initialization within classRefactored model initialization to be handled by a singleton class to ensure that model
instances are reused across calls, avoiding redundant initializations. Removed logger
information that was commented out and ensured consistency in logging behavior.

Refactor the draw bbox functions by removing unused imports and simplifying the
code logic for drawing layout and line sorting bounding boxes. Adjust the debug
configuration to enable content list dumping and disable markdown making mode.

# Conflicts:
#	magic_pdf/libs/draw_bbox.py

Introduce an additional argument `draw_bbox` in the `draw_bbox_with_number` function to
enable toggling the drawing of bounding boxes on or off. When set to `False`, no bounding
box will be drawn, allowing for situations where only text

Remove debug code related to layout bbox visualization and adjust drawing functions to
support optional line sorting bboxes. This change includes the removal of `draw_layout_bbox`
function and updates to `draw_bbox_with_number` to support variable line width for bbox drawing.

Add a new function `draw_line_sort_bbox` to visualize the sorting of lines on each page.
This includes indexing lines and handling both text and non-text elements such as tables
and images for better content organization.

Also, comment out GPU-related code for flexibility and remove overlaps in bounding box
detection, which improves the accuracy of layout splitting.

refactor(pdf_parse_union): integrate LayoutLMv3 for block orderingReplace the heuristic-based block ordering algorithm with LayoutLMv3 model predictions toimprove the accuracy of block ordering on PDF pages. Additionally, refactor the span
handling during block filling to ensure spans are correctly assigned.

- Introduce LayoutLMv3ForTokenClassification from 'hantian/layoutreader' to predict block
  order.
- Implement span replacement strategy to use pymu spans for non-OCR content.
- Enhance cleanup process to free GPU memory more effectively after model use.
- Adjust block ordering logic to use median line index for text, title, and interline equation blocks.
- Refactor page parsing core logic for better maintainability.

BREAKING CHANGE: The integration of LayoutLMv3 changes the internal block handling and
ordering mechanism, which may affect downstream systems relying on the previous
implementation. Ensure to test thoroughly before deployment.

docs: update project lists in README files to include web_api

Add the web_api project to the lists of projects in both the English and Chinese
README.md files, providing a brief description and linking to the project's
documentation. Ensure that the formatting and style are consistent with the
existing project entries.

- Added CUDA cache clearing after layoutreader prediction to free up GPU memory.
- Modified the bbox sorting logic to sort text and title blocks separately.
- Adjusted drawing colors for better distinction in debug visualizations.

feat: 删除无用的文件,更新前端style

feat: style

update backlog