- Add new layout model option: DocLayout-YOLO
- Implement model initialization and prediction for DocLayout-YOLO
- Update configuration options to include new model- Modify existing code to support both LayoutLMv3 and DocLayout-YOLO models
- Update Gradio app to support more Custom Switch

- Modified the condition to include List and Index block types- This change enhances the function's capability to process different paragraph types

refactor(para): improve paragraph splitting algorithm

- Adjust the threshold for identifying index blocks from 3 lines to 2 lines
- Add a new function __is_list_group to detect if a group of blocks is a list
- Modify the paragraph merging logic to handle list groups differently

- Remove unused parameters parse_type and lang from various functions
- Simplify function calls by removing unnecessary arguments
- Update related files to reflect these changes

refactor(ocr):Increase the dilation factor in OCR to address the issue of word concatenation.

- Remove unused functions such as split_long_words, ocr_mk_mm_markdown_with_para, etc.
- Simplify ocr_mk_markdown_with_para_core_v2 by removing unnecessary language detection and word splitting logic- Remove wordninja dependency from requirements
- Update ocr_model_init to include additional parameters for OCR model configuration

update example files

- Improve reading order with model-based sorting- Add list recognition within text
- Implement table of contents recognition
- Support table recognition
- Enhance code block and geometric shape recognition
- Address known issues in both English and Chinese READMEs

fix(para_split_v3): refine list block detection in paragraph splitting

- Update list block detection logic to require at least 2 numeric start lines
- Ensure the number of numeric start lines matches the number of end lines
- Remove detection of non-border starting lines for simplicity

refactor(para_split_v3): merge list and index block detection

Increased the threshold for filling spans in blocks from 0.3 to 0.5 to improve the accuracy of block formation. This change helps refine the grouping of spans into blocks, potentially enhancing the overall structure and readability of the PDF content.

- Combine __is_list_block() and __is_index_block() into a single function __is_list_or_index_block()
- Simplify block type determination logic
- Remove redundant code and improve readability
- Optimize block merging process

Add List and Index to the list of block types being processed in the draw_bbox.py file. This inclusion ensures that these block types are handled similarly to other text-containing blocks, improving the overall document processing accuracy and consistency.

feat(list&index block): detect and merge list and index blocks

- Add detection for list and index blocks in OCR processing- Implement merging of list and index blocks across pages
- Update block types to include list and index categories
- Adjust text merging logic to handle new block types
- Modify layout drawing to distinguish list and index blocks

* feat: manager docs with sphinx

* fix: readthedocs configure

* feat: support multiple language

* fix: add .readthedocs.yaml

* fix: requirments.txt path

---------
Co-authored-by: icecraft <xurui1@pjlab.org.cn>

fix: Solving the Grouping Anomaly Issue with Multiple Consecutive Non-Text Blocks

Update how_to_download_models_zh_cn.md

feat(pdf_parse_union_core_v2): reintegrate para_split_v3 and add page range support

- Reintegrate para_split_v3 into the pdf_parse_union_core_v2 process
- Add support for specifying page range in doc_analyze_by_custom_model
- Implement garbage collection and memory cleaning after processing
- Refine image loading from PDF, including handling out-of-range pages

Update README_Windows_CUDA_Acceleration_en_US.md

docs: update CUDA acceleration guides and README content

- Update GPU hardware support information in README.md and README_zh-CN.md
- Enhance CUDA acceleration guides for Ubuntu and Windows
- Modify README_zh-CN.md to reflect changes in GPU requirements and configurations
- Update TODO list to mark semantic reading order as completed

- Update GPU hardware support information in README.md and README_zh-CN.md
- Enhance CUDA acceleration guides for Ubuntu and Windows
- Modify README_zh-CN.md to reflect changes in GPU requirements and configurations
- Update TODO list to mark semantic reading order as completed

docs: add filename to wget command in model download scripts

- Update wget commands in both English and Chinese documentation to specify the filename
- Improve clarity and prevent potential filename conflicts when downloading the scripts

feat(docs): automate model download and configuration

- Add scripts to download models and update configuration file
- Remove manual steps for modifying model paths
- Update documentation for both ModelScope and HuggingFace model downloads
- Improve user experience by automating the entire process

- Add scripts to download models and update configuration file
- Remove manual steps for modifying model paths
- Update documentation for both ModelScope and HuggingFace model downloads
- Improve user experience by automating the entire process

feat(layoutreader): support local model directory and improve model loading