├── .gitignore ├── PDF_parsing ├── GOT │ ├── GOT.egg-info │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ ├── requires.txt │ │ └── top_level.txt │ ├── GOT │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── data │ │ │ ├── __init__.py │ │ │ ├── base_dataset.py │ │ │ └── conversation_dataset_qwen.py │ │ ├── demo │ │ │ ├── __pycache__ │ │ │ │ └── process_results.cpython-310.pyc │ │ │ ├── process_results.py │ │ │ ├── run_ocr_2.0.py │ │ │ └── run_ocr_2.0_crop.py │ │ ├── eval │ │ │ ├── eval_GOT_ocr.py │ │ │ ├── evaluate_GOT.py │ │ │ ├── multi_hardware_eval_GOT.py │ │ │ └── pyevaltools │ │ │ │ ├── __init__.py │ │ │ │ ├── eval_ocr.py │ │ │ │ ├── eval_ocr_format.py │ │ │ │ ├── eval_ocr_scene.py │ │ │ │ └── merge_results.py │ │ ├── model │ │ │ ├── GOT_ocr_2_0.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── GOT_ocr_2_0.cpython-310.pyc │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── modeling_GOT_YiJiang.cpython-310.pyc │ │ │ │ └── modeling_GOT_vllm.cpython-310.pyc │ │ │ ├── modeling_GOT_vllm.py │ │ │ ├── plug │ │ │ │ ├── __pycache__ │ │ │ │ │ └── blip_process.cpython-310.pyc │ │ │ │ └── blip_process.py │ │ │ └── vision_encoder │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── vary_b.cpython-310.pyc │ │ │ │ └── vary_b.py │ │ ├── train │ │ │ ├── train.py │ │ │ ├── train_GOT.py │ │ │ ├── train_flash_attn.py │ │ │ ├── train_lora.py │ │ │ ├── train_lora_flash_attn.py │ │ │ ├── trainer.py │ │ │ ├── trainer_llm_llrd.py │ │ │ ├── trainer_vit_fixlr.py │ │ │ └── trainer_vit_llrd.py │ │ └── utils │ │ │ ├── __pycache__ │ │ │ ├── constants.cpython-310.pyc │ │ │ ├── conversation.cpython-310.pyc │ │ │ └── utils.cpython-310.pyc │ │ │ ├── arguments.py │ │ │ ├── constants.py │ │ │ ├── conversation.py │ │ │ └── utils.py │ ├── pyproject.toml │ ├── pyvenv.cfg │ └── zero_config │ │ ├── zero2.json │ │ └── zero3.json ├── MinerU │ ├── Dockerfile │ ├── LICENSE.md │ ├── MinerU_CLA.md │ ├── README.md │ ├── README_ja-JP.md │ ├── README_zh-CN.md │ ├── app.py │ ├── build │ │ └── lib │ │ │ └── magic_pdf │ │ │ ├── __init__.py │ │ │ ├── dict2md │ │ │ ├── __init__.py │ │ │ ├── mkcontent.py │ │ │ └── ocr_mkcontent.py │ │ │ ├── filter │ │ │ ├── __init__.py │ │ │ ├── pdf_classify_by_type.py │ │ │ └── pdf_meta_scan.py │ │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ └── rag │ │ │ │ ├── __init__.py │ │ │ │ ├── api.py │ │ │ │ ├── type.py │ │ │ │ └── utils.py │ │ │ ├── layout │ │ │ ├── __init__.py │ │ │ ├── bbox_sort.py │ │ │ ├── layout_det_utils.py │ │ │ ├── layout_sort.py │ │ │ ├── layout_spiler_recog.py │ │ │ └── mcol_sort.py │ │ │ ├── libs │ │ │ ├── Constants.py │ │ │ ├── MakeContentConfig.py │ │ │ ├── ModelBlockTypeEnum.py │ │ │ ├── __init__.py │ │ │ ├── boxbase.py │ │ │ ├── calc_span_stats.py │ │ │ ├── commons.py │ │ │ ├── config_reader.py │ │ │ ├── convert_utils.py │ │ │ ├── coordinate_transform.py │ │ │ ├── detect_language_from_model.py │ │ │ ├── draw_bbox.py │ │ │ ├── drop_reason.py │ │ │ ├── drop_tag.py │ │ │ ├── hash_utils.py │ │ │ ├── json_compressor.py │ │ │ ├── language.py │ │ │ ├── local_math.py │ │ │ ├── markdown_utils.py │ │ │ ├── nlp_utils.py │ │ │ ├── ocr_content_type.py │ │ │ ├── path_utils.py │ │ │ ├── pdf_check.py │ │ │ ├── pdf_image_tools.py │ │ │ ├── safe_filename.py │ │ │ ├── textbase.py │ │ │ ├── version.py │ │ │ └── vis_utils.py │ │ │ ├── model │ │ │ ├── __init__.py │ │ │ ├── doc_analyze_by_custom_model.py │ │ │ ├── magic_model.py │ │ │ ├── model_list.py │ │ │ ├── pdf_extract_kit.py │ │ │ ├── pek_sub_modules │ │ │ │ ├── __init__.py │ │ │ │ ├── layoutlmv3 │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── backbone.py │ │ │ │ │ ├── beit.py │ │ │ │ │ ├── deit.py │ │ │ │ │ ├── layoutlmft │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── data │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── cord.py │ │ │ │ │ │ │ ├── data_collator.py │ │ │ │ │ │ │ ├── funsd.py │ │ │ │ │ │ │ ├── image_utils.py │ │ │ │ │ │ │ └── xfund.py │ │ │ │ │ │ └── models │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ └── layoutlmv3 │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── configuration_layoutlmv3.py │ │ │ │ │ │ │ ├── modeling_layoutlmv3.py │ │ │ │ │ │ │ ├── tokenization_layoutlmv3.py │ │ │ │ │ │ │ └── tokenization_layoutlmv3_fast.py │ │ │ │ │ ├── model_init.py │ │ │ │ │ ├── rcnn_vl.py │ │ │ │ │ └── visualizer.py │ │ │ │ ├── post_process.py │ │ │ │ ├── self_modify.py │ │ │ │ └── structeqtable │ │ │ │ │ ├── StructTableModel.py │ │ │ │ │ └── __init__.py │ │ │ ├── ppTableModel.py │ │ │ └── pp_structure_v2.py │ │ │ ├── para │ │ │ ├── __init__.py │ │ │ ├── block_continuation_processor.py │ │ │ ├── block_termination_processor.py │ │ │ ├── commons.py │ │ │ ├── denoise.py │ │ │ ├── draw.py │ │ │ ├── exceptions.py │ │ │ ├── layout_match_processor.py │ │ │ ├── para_pipeline.py │ │ │ ├── para_split.py │ │ │ ├── para_split_v2.py │ │ │ ├── raw_processor.py │ │ │ ├── stats.py │ │ │ └── title_processor.py │ │ │ ├── pdf_parse_by_ocr.py │ │ │ ├── pdf_parse_by_txt.py │ │ │ ├── pdf_parse_union_core.py │ │ │ ├── pipe │ │ │ ├── AbsPipe.py │ │ │ ├── OCRPipe.py │ │ │ ├── TXTPipe.py │ │ │ ├── UNIPipe.py │ │ │ └── __init__.py │ │ │ ├── post_proc │ │ │ ├── __init__.py │ │ │ ├── detect_para.py │ │ │ ├── pdf_post_filter.py │ │ │ └── remove_footnote.py │ │ │ ├── pre_proc │ │ │ ├── __init__.py │ │ │ ├── citationmarker_remove.py │ │ │ ├── construct_page_dict.py │ │ │ ├── cut_image.py │ │ │ ├── detect_equation.py │ │ │ ├── detect_footer_by_model.py │ │ │ ├── detect_footer_header_by_statistics.py │ │ │ ├── detect_footnote.py │ │ │ ├── detect_header.py │ │ │ ├── detect_images.py │ │ │ ├── detect_page_number.py │ │ │ ├── detect_tables.py │ │ │ ├── equations_replace.py │ │ │ ├── fix_image.py │ │ │ ├── fix_table.py │ │ │ ├── main_text_font.py │ │ │ ├── ocr_detect_all_bboxes.py │ │ │ ├── ocr_detect_layout.py │ │ │ ├── ocr_dict_merge.py │ │ │ ├── ocr_span_list_modify.py │ │ │ ├── pdf_pre_filter.py │ │ │ ├── post_layout_split.py │ │ │ ├── remove_bbox_overlap.py │ │ │ ├── remove_colored_strip_bbox.py │ │ │ ├── remove_footer_header.py │ │ │ ├── remove_rotate_bbox.py │ │ │ ├── resolve_bbox_conflict.py │ │ │ ├── solve_line_alien.py │ │ │ └── statistics.py │ │ │ ├── resources │ │ │ ├── fasttext-langdetect │ │ │ │ └── lid.176.ftz │ │ │ └── model_config │ │ │ │ ├── UniMERNet │ │ │ │ └── demo.yaml │ │ │ │ ├── layoutlmv3 │ │ │ │ └── layoutlmv3_base_inference.yaml │ │ │ │ └── model_configs.yaml │ │ │ ├── rw │ │ │ ├── AbsReaderWriter.py │ │ │ ├── DiskReaderWriter.py │ │ │ ├── S3ReaderWriter.py │ │ │ └── __init__.py │ │ │ ├── spark │ │ │ ├── __init__.py │ │ │ └── spark_api.py │ │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── cli.py │ │ │ ├── cli_dev.py │ │ │ └── common.py │ │ │ └── user_api.py │ ├── demo │ │ ├── demo.py │ │ ├── demo1.json │ │ ├── demo1.pdf │ │ ├── demo2.json │ │ ├── demo2.pdf │ │ ├── magic_pdf_parse_main.py │ │ └── small_ocr.pdf │ ├── docs │ │ ├── FAQ_en_us.md │ │ ├── FAQ_zh_cn.md │ │ ├── README_Ubuntu_CUDA_Acceleration_en_US.md │ │ ├── README_Ubuntu_CUDA_Acceleration_zh_CN.md │ │ ├── README_Windows_CUDA_Acceleration_en_US.md │ │ ├── README_Windows_CUDA_Acceleration_zh_CN.md │ │ ├── chemical_knowledge_introduction │ │ │ ├── introduction.pdf │ │ │ └── introduction.xmind │ │ ├── download_models.py │ │ ├── download_models_hf.py │ │ ├── how_to_download_models_en.md │ │ ├── how_to_download_models_zh_cn.md │ │ ├── images │ │ │ ├── MinerU-logo-hq.png │ │ │ ├── MinerU-logo.png │ │ │ ├── datalab_logo.png │ │ │ ├── flowchart_en.png │ │ │ ├── flowchart_zh_cn.png │ │ │ ├── layout_example.png │ │ │ ├── poly.png │ │ │ ├── project_panorama_en.png │ │ │ ├── project_panorama_zh_cn.png │ │ │ └── spans_example.png │ │ ├── output_file_en_us.md │ │ └── output_file_zh_cn.md │ ├── magic-pdf.template.json │ ├── magic_pdf.egg-info │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ ├── entry_points.txt │ │ ├── not-zip-safe │ │ ├── requires.txt │ │ └── top_level.txt │ ├── magic_pdf │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pdf_parse_by_ocr.cpython-310.pyc │ │ │ ├── pdf_parse_by_txt.cpython-310.pyc │ │ │ ├── pdf_parse_union_core.cpython-310.pyc │ │ │ └── user_api.cpython-310.pyc │ │ ├── dict2md │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── ocr_mkcontent.cpython-310.pyc │ │ │ ├── mkcontent.py │ │ │ └── ocr_mkcontent.py │ │ ├── filter │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── pdf_classify_by_type.cpython-310.pyc │ │ │ │ └── pdf_meta_scan.cpython-310.pyc │ │ │ ├── pdf_classify_by_type.py │ │ │ └── pdf_meta_scan.py │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ └── rag │ │ │ │ ├── __init__.py │ │ │ │ ├── api.py │ │ │ │ ├── type.py │ │ │ │ └── utils.py │ │ ├── layout │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── bbox_sort.cpython-310.pyc │ │ │ │ ├── layout_det_utils.cpython-310.pyc │ │ │ │ ├── layout_sort.cpython-310.pyc │ │ │ │ └── layout_spiler_recog.cpython-310.pyc │ │ │ ├── bbox_sort.py │ │ │ ├── layout_det_utils.py │ │ │ ├── layout_sort.py │ │ │ ├── layout_spiler_recog.py │ │ │ └── mcol_sort.py │ │ ├── libs │ │ │ ├── Constants.py │ │ │ ├── MakeContentConfig.py │ │ │ ├── ModelBlockTypeEnum.py │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── Constants.cpython-310.pyc │ │ │ │ ├── MakeContentConfig.cpython-310.pyc │ │ │ │ ├── ModelBlockTypeEnum.cpython-310.pyc │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── boxbase.cpython-310.pyc │ │ │ │ ├── commons.cpython-310.pyc │ │ │ │ ├── config_reader.cpython-310.pyc │ │ │ │ ├── convert_utils.cpython-310.pyc │ │ │ │ ├── coordinate_transform.cpython-310.pyc │ │ │ │ ├── drop_reason.cpython-310.pyc │ │ │ │ ├── drop_tag.cpython-310.pyc │ │ │ │ ├── hash_utils.cpython-310.pyc │ │ │ │ ├── json_compressor.cpython-310.pyc │ │ │ │ ├── language.cpython-310.pyc │ │ │ │ ├── local_math.cpython-310.pyc │ │ │ │ ├── markdown_utils.cpython-310.pyc │ │ │ │ ├── ocr_content_type.cpython-310.pyc │ │ │ │ ├── pdf_check.cpython-310.pyc │ │ │ │ ├── pdf_image_tools.cpython-310.pyc │ │ │ │ └── version.cpython-310.pyc │ │ │ ├── boxbase.py │ │ │ ├── calc_span_stats.py │ │ │ ├── commons.py │ │ │ ├── config_reader.py │ │ │ ├── convert_utils.py │ │ │ ├── coordinate_transform.py │ │ │ ├── detect_language_from_model.py │ │ │ ├── draw_bbox.py │ │ │ ├── drop_reason.py │ │ │ ├── drop_tag.py │ │ │ ├── hash_utils.py │ │ │ ├── json_compressor.py │ │ │ ├── language.py │ │ │ ├── local_math.py │ │ │ ├── markdown_utils.py │ │ │ ├── nlp_utils.py │ │ │ ├── ocr_content_type.py │ │ │ ├── path_utils.py │ │ │ ├── pdf_check.py │ │ │ ├── pdf_image_tools.py │ │ │ ├── safe_filename.py │ │ │ ├── textbase.py │ │ │ ├── version.py │ │ │ └── vis_utils.py │ │ ├── model │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── doc_analyze_by_custom_model.cpython-310.pyc │ │ │ │ ├── magic_model.cpython-310.pyc │ │ │ │ ├── model_list.cpython-310.pyc │ │ │ │ ├── pdf_extract_kit.cpython-310.pyc │ │ │ │ └── ppTableModel.cpython-310.pyc │ │ │ ├── doc_analyze_by_custom_model.py │ │ │ ├── magic_model.py │ │ │ ├── model_list.py │ │ │ ├── pdf_extract_kit.py │ │ │ ├── pek_sub_modules │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── post_process.cpython-310.pyc │ │ │ │ │ └── self_modify.cpython-310.pyc │ │ │ │ ├── layoutlmv3 │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── backbone.cpython-310.pyc │ │ │ │ │ │ ├── beit.cpython-310.pyc │ │ │ │ │ │ ├── deit.cpython-310.pyc │ │ │ │ │ │ ├── model_init.cpython-310.pyc │ │ │ │ │ │ ├── rcnn_vl.cpython-310.pyc │ │ │ │ │ │ └── visualizer.cpython-310.pyc │ │ │ │ │ ├── backbone.py │ │ │ │ │ ├── beit.py │ │ │ │ │ ├── deit.py │ │ │ │ │ ├── layoutlmft │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ │ └── __init__.cpython-310.pyc │ │ │ │ │ │ ├── data │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── cord.py │ │ │ │ │ │ │ ├── data_collator.py │ │ │ │ │ │ │ ├── funsd.py │ │ │ │ │ │ │ ├── image_utils.py │ │ │ │ │ │ │ └── xfund.py │ │ │ │ │ │ └── models │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ │ └── __init__.cpython-310.pyc │ │ │ │ │ │ │ └── layoutlmv3 │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ │ ├── configuration_layoutlmv3.cpython-310.pyc │ │ │ │ │ │ │ ├── modeling_layoutlmv3.cpython-310.pyc │ │ │ │ │ │ │ ├── tokenization_layoutlmv3.cpython-310.pyc │ │ │ │ │ │ │ └── tokenization_layoutlmv3_fast.cpython-310.pyc │ │ │ │ │ │ │ ├── configuration_layoutlmv3.py │ │ │ │ │ │ │ ├── modeling_layoutlmv3.py │ │ │ │ │ │ │ ├── tokenization_layoutlmv3.py │ │ │ │ │ │ │ └── tokenization_layoutlmv3_fast.py │ │ │ │ │ ├── model_init.py │ │ │ │ │ ├── rcnn_vl.py │ │ │ │ │ └── visualizer.py │ │ │ │ ├── post_process.py │ │ │ │ ├── self_modify.py │ │ │ │ └── structeqtable │ │ │ │ │ ├── StructTableModel.py │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── __pycache__ │ │ │ │ │ ├── StructTableModel.cpython-310.pyc │ │ │ │ │ └── __init__.cpython-310.pyc │ │ │ ├── ppTableModel.py │ │ │ └── pp_structure_v2.py │ │ ├── para │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── para_split_v2.cpython-310.pyc │ │ │ ├── block_continuation_processor.py │ │ │ ├── block_termination_processor.py │ │ │ ├── commons.py │ │ │ ├── denoise.py │ │ │ ├── draw.py │ │ │ ├── exceptions.py │ │ │ ├── layout_match_processor.py │ │ │ ├── para_pipeline.py │ │ │ ├── para_split.py │ │ │ ├── para_split_v2.py │ │ │ ├── raw_processor.py │ │ │ ├── stats.py │ │ │ └── title_processor.py │ │ ├── pdf_parse_by_ocr.py │ │ ├── pdf_parse_by_txt.py │ │ ├── pdf_parse_union_core.py │ │ ├── pipe │ │ │ ├── AbsPipe.py │ │ │ ├── OCRPipe.py │ │ │ ├── TXTPipe.py │ │ │ ├── UNIPipe.py │ │ │ ├── __init__.py │ │ │ └── __pycache__ │ │ │ │ ├── AbsPipe.cpython-310.pyc │ │ │ │ ├── TXTPipe.cpython-310.pyc │ │ │ │ └── __init__.cpython-310.pyc │ │ ├── post_proc │ │ │ ├── __init__.py │ │ │ ├── detect_para.py │ │ │ ├── pdf_post_filter.py │ │ │ └── remove_footnote.py │ │ ├── pre_proc │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── citationmarker_remove.cpython-310.pyc │ │ │ │ ├── construct_page_dict.cpython-310.pyc │ │ │ │ ├── cut_image.cpython-310.pyc │ │ │ │ ├── equations_replace.cpython-310.pyc │ │ │ │ ├── ocr_detect_all_bboxes.cpython-310.pyc │ │ │ │ ├── ocr_dict_merge.cpython-310.pyc │ │ │ │ ├── ocr_span_list_modify.cpython-310.pyc │ │ │ │ ├── remove_bbox_overlap.cpython-310.pyc │ │ │ │ └── resolve_bbox_conflict.cpython-310.pyc │ │ │ ├── citationmarker_remove.py │ │ │ ├── construct_page_dict.py │ │ │ ├── cut_image.py │ │ │ ├── detect_equation.py │ │ │ ├── detect_footer_by_model.py │ │ │ ├── detect_footer_header_by_statistics.py │ │ │ ├── detect_footnote.py │ │ │ ├── detect_header.py │ │ │ ├── detect_images.py │ │ │ ├── detect_page_number.py │ │ │ ├── detect_tables.py │ │ │ ├── equations_replace.py │ │ │ ├── fix_image.py │ │ │ ├── fix_table.py │ │ │ ├── main_text_font.py │ │ │ ├── ocr_detect_all_bboxes.py │ │ │ ├── ocr_detect_layout.py │ │ │ ├── ocr_dict_merge.py │ │ │ ├── ocr_span_list_modify.py │ │ │ ├── pdf_pre_filter.py │ │ │ ├── post_layout_split.py │ │ │ ├── remove_bbox_overlap.py │ │ │ ├── remove_colored_strip_bbox.py │ │ │ ├── remove_footer_header.py │ │ │ ├── remove_rotate_bbox.py │ │ │ ├── resolve_bbox_conflict.py │ │ │ ├── solve_line_alien.py │ │ │ └── statistics.py │ │ ├── resources │ │ │ ├── fasttext-langdetect │ │ │ │ └── lid.176.ftz │ │ │ └── model_config │ │ │ │ ├── UniMERNet │ │ │ │ └── demo.yaml │ │ │ │ ├── layoutlmv3 │ │ │ │ └── layoutlmv3_base_inference.yaml │ │ │ │ └── model_configs.yaml │ │ ├── rw │ │ │ ├── AbsReaderWriter.py │ │ │ ├── DiskReaderWriter.py │ │ │ ├── S3ReaderWriter.py │ │ │ ├── __init__.py │ │ │ └── __pycache__ │ │ │ │ ├── AbsReaderWriter.cpython-310.pyc │ │ │ │ ├── DiskReaderWriter.cpython-310.pyc │ │ │ │ └── __init__.cpython-310.pyc │ │ ├── spark │ │ │ ├── __init__.py │ │ │ └── spark_api.py │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── cli.py │ │ │ ├── cli_dev.py │ │ │ └── common.py │ │ └── user_api.py │ ├── projects │ │ ├── README.md │ │ ├── README_zh-CN.md │ │ └── llama_index_rag │ │ │ ├── README.md │ │ │ ├── README_zh-CN.md │ │ │ ├── data_ingestion.py │ │ │ ├── docker-compose.yml │ │ │ ├── example │ │ │ └── data │ │ │ │ └── declaration_of_the_rights_of_man_1789.pdf │ │ │ ├── query.py │ │ │ └── rag_data_api.png │ ├── requirements-docker.txt │ ├── requirements-qa.txt │ ├── requirements.txt │ ├── setup.py │ ├── signatures │ │ └── version1 │ │ │ └── cla.json │ ├── tests │ │ ├── assets │ │ │ ├── more_para_test_samples │ │ │ │ ├── gift_files.txt │ │ │ │ ├── scihub_files.txt │ │ │ │ └── zlib_files.txt │ │ │ ├── paper │ │ │ │ ├── images_tables_equations.json │ │ │ │ ├── paper.pdf │ │ │ │ ├── paper_recogPara.json │ │ │ │ ├── paper_recogPara.pdf │ │ │ │ └── pdf_dic.json │ │ │ ├── paras_test.json │ │ │ ├── pdf_text_example │ │ │ │ ├── vertical_blocks.json │ │ │ │ └── vertical_en_blocks.json │ │ │ └── pre_proc_results │ │ │ │ ├── 2列_ViLT_1_title.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── arxiv_2011.13925 │ │ │ │ └── preproc_out.json │ │ │ │ ├── p3_图文混排_5.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── p3_图文混排_6.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── p3_图文混排_84.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── scihub_10800000 │ │ │ │ └── preproc_out.json │ │ │ │ ├── scihub_46600000 │ │ │ │ └── preproc_out.json │ │ │ │ ├── scihub_60900000 │ │ │ │ └── preproc_out.json │ │ │ │ ├── scihub_76800000 │ │ │ │ └── preproc_out.json │ │ │ │ ├── the_eye_cdn_00412782 │ │ │ │ └── preproc_out.json │ │ │ │ ├── 中文单列_书籍_100247_4_装饰图片.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 书双列图文交错_p3_图文混排_91.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 双列_4图_10.1016_j.ijheatmasstransfer.2006.10.031_7.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 双列底部跨列表_10.1016_j.ijheatmasstransfer.2006.10.031_3.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 图注在侧边正文_10.1002_mrm.24141 9.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 图注在右侧栏_10.1002_mrm.24141 8.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 文字框重叠layout.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 春单列_论文-图、表、公式_5_带特殊table.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 纯2列_10.1002_mrm.24141_4.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 纯2列_ViLT_6_文字_表格.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 纯单列_中文_同花顺数据接口用户手册-windows-Python_17_段落_表格.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 纯单列_中文_同花顺数据接口用户手册-windows-Python_4_段落_图片.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 纯单列_论文-图、表、公式_14_少量文字_双列图片.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 纯单列_论文-图、表、公式_6_单列文字_双列图片.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 顶部2列文字 底部跨栏表格_10.1002_mrm.24141_10.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 顶部title 摘要，底部双列_10.1016_j.ijheatmasstransfer.2006.10.031_1.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 顶部表格_下2列_ViLT_7.pdf │ │ │ │ └── preproc_out.json │ │ │ │ ├── 顶部跨列表_底部2列文字_10.1016_j.ijheatmasstransfer.2006.10.031_2.pdf │ │ │ │ └── preproc_out.json │ │ │ │ └── 顶部金字塔形布局的图片_10.1002_mrm.24141_5.pdf │ │ │ │ └── preproc_out.json │ │ ├── get_coverage.py │ │ ├── magic-pdf.json │ │ ├── overall_indicator.py │ │ ├── preproc_2_parasplit_example.json │ │ ├── pymu_textblocks.json │ │ ├── retry_env.sh │ │ ├── test_bookname.txt │ │ ├── test_cli │ │ │ ├── conf │ │ │ │ ├── __init__py │ │ │ │ └── conf.py │ │ │ ├── lib │ │ │ │ ├── __init__.py │ │ │ │ ├── calculate_score.py │ │ │ │ ├── common.py │ │ │ │ ├── pre_clean.py │ │ │ │ └── scoring.py │ │ │ ├── magic-pdf.json │ │ │ ├── pdf_dev │ │ │ │ ├── annotations │ │ │ │ │ └── cleaned │ │ │ │ │ │ └── cleaned_research_report_1f978cd81fb7260c8f7644039ec2c054.md │ │ │ │ ├── pdf │ │ │ │ │ └── research_report_1f978cd81fb7260c8f7644039ec2c054.pdf │ │ │ │ └── result.json │ │ │ ├── test_bench.py │ │ │ ├── test_bench_gpu.py │ │ │ └── test_cli_sdk.py │ │ ├── test_commons.py │ │ ├── test_footnote │ │ │ └── footnote_bookid.txt │ │ ├── test_integrations │ │ │ └── test_rag │ │ │ │ ├── assets │ │ │ │ ├── middle.json │ │ │ │ ├── one_page_with_table_image.2.pdf │ │ │ │ └── one_page_with_table_image.pdf │ │ │ │ ├── test_api.py │ │ │ │ └── test_utils.py │ │ ├── test_metascan_classify │ │ │ ├── test_classify.py │ │ │ ├── test_meta_scan.py │ │ │ └── test_metascan_classify_data.json │ │ ├── test_para │ │ │ ├── para_test_pdf_ids.ini │ │ │ ├── test_hyphen_at_line_end.py │ │ │ ├── test_para_pipeline.py │ │ │ ├── test_pdf2text_recogPara_BlockContinuationProcessor.py │ │ │ ├── test_pdf2text_recogPara_BlockInnerParasProcessor.py │ │ │ ├── test_pdf2text_recogPara_Common.py │ │ │ ├── test_pdf2text_recogPara_TitleProcessor.py │ │ │ └── utils_for_test_para.py │ │ ├── test_table │ │ │ ├── assets │ │ │ │ └── table.jpg │ │ │ └── test_tablemaster.py │ │ ├── test_tools │ │ │ ├── __init__.py │ │ │ ├── assets │ │ │ │ ├── cli │ │ │ │ │ ├── path │ │ │ │ │ │ ├── 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