* Fix OCR bounding box misalignment caused by rotation metadata
Signed-off-by: AndrewTsai0406 <tsai247365@gmail.com>
* Add rotation-mismatch scanned pdf test case
Signed-off-by: AndrewTsai0406 <tsai247365@gmail.com>
* add ground truth for ocr_test_rotation_mismatch.pdf
Signed-off-by: AndrewTsai0406 <tsai247365@gmail.com>
* add ground truth for ocr_test_rotation_mismatch.pdf
Signed-off-by: AndrewTsai0406 <tsai247365@gmail.com>
* Updated test GT and merged from main
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix OCR test by excluding mismatched rotation example
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: AndrewTsai0406 <tsai247365@gmail.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
* Add DocumentConverter.extract and full extraction pipeline
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add DocumentConverter.extract template arg
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add NuExtract model
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add Extraction pipeline
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add proper test, support pydantic class types
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add qr bill example
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add base_extraction_pipeline
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add types
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update typing of ExtractionResult and inner fields
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Factor out extract to DocumentExtractor
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Address mypy issues
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add DocumentExtractor
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Resolve circular import issue
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Clean up imports, remove Optional for template arg
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Move new type definitions into datamodel
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update comments
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Respect page-range, disable test_extraction for CI
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* chore(html): refactor parser to leverage context managers
Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
* fix(html): parse inline code snippets, also from list items
Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
* chore(html): remove hidden tags
Remove tags that are not meant to be displayed.
Add regression tests for code blocks, inline code, and hidden tags.
Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
---------
Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
* feat: exploring new version
* DCO Remediation Commit for Georg Heiler <georg.kf.heiler@gmail.com>
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Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
* chore: autoformat
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* feat: enable configurable runtime for rapidocr and handle new result better;
Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
* chore: fix linter
Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
* chore: use new server model
* chore: change default engine type to onnx
* chore: tests update for new rapidocr
* fix: rebase from main and fix clashes
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Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
* DCO Remediation Commit for Georg Heiler <georg.kf.heiler@gmail.com>
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Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
* DCO Remediation Commit for Georg Heiler <georg.kf.heiler@gmail.com>
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Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
* DCO Remediation Commit for Georg Heiler <georg.kf.heiler@gmail.com>
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Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
---------
Signed-off-by: Georg Heiler <georg.kf.heiler@gmail.com>
* fix(HTML): parse footer tag as a section in furniture
Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
* fix(HTML): add test for body vs furniture in HTML parser.
Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
---------
Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
* re-implement links for html backend.
Signed-off-by: Roman Kayan BAZG <roman.kayan@bazg.admin.ch>
* fix inline groups in list items. write specific test for find_parent_annotation of _extract_text_and_hyperlink_recursively.
Signed-off-by: Roman Kayan BAZG <roman.kayan@bazg.admin.ch>
* implement hack for images.
Signed-off-by: Roman Kayan BAZG <roman.kayan@bazg.admin.ch>
---------
Signed-off-by: Roman Kayan BAZG <roman.kayan@bazg.admin.ch>
* feat: add convert_string to document-converter
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fix unsupported operand type(s) for |: type and NoneType
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added tests for convert_string
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
fix(HTML): ensure correct concatenation of child strings in table cells and list items
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
Fix a bug in parsing HTML tables in HTML backend.
Fix a bug in test file that prevented JATS backend tests.
Ensure that the JATS backend creates headings with the right level.
Remove unnecessary data files for testing JATS backend.
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Update tests to use default PDF backend (DPv4)
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* OCR tests use DPv1 until rotation bugs are fixed
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Establish layout_model spec and example instantations
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Updated naming
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Back to uppercase constants
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fix deps issue with openai-whipser>numba>llvmlite
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Pull v1 changed test GT from main
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Integrate ListItemMarkerProcessor into document assembly
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update to final version
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update all test cases
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Upgrade deps
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fix(msword_backend): Identify text in the same line after an image / image anchor #1425
Signed-off-by: Michael Krissgau <michael.krissgau@ibm.com>
* test: add test file and case for fix(msword_backend): Identify text in the same line after an image / image anchor #1425
Signed-off-by: Michael Krissgau <michael.krissgau@ibm.com>
* test: added groundtruth test files for fix(msword_backend): Identify text in the same line after an image / image anchor #1425
Signed-off-by: Michael Krissgau <michael.krissgau@ibm.com>
* fix: extraneous empty paragraphs for test files
Signed-off-by: Michael Krissgau <michael.krissgau@ibm.com>
---------
Signed-off-by: Michael Krissgau <michael.krissgau@ibm.com>
Co-authored-by: Michael Krissgau <michael.krissgau@ibm.com>
When page_range param is used for formula conversion,
the system throws list index out of range error.
Included tests to validate that the fix works.
Signed-off-by: Masum <masumsofts@yahoo.com>
The AsciiDoc backend should not create an ImageRef with Size equal to None, instead use default size values.
Refactor static methods as such and add the staticmethod decorator.
Extend the regression test for this fix.
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Keep page.parsed_page.textline_cells and page.cells in sync, including OCR
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Make page.parsed_page the only source of truth for text cells
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Small fix
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Correctly compute PDF boxes from pymupdf
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Use different OCR engine order
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add type hints and fix mypy
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* One more test fix
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Remove with pypdfium2_lock from caller sites
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix typing
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* feat: adding new vlm-models support
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the transformers
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* got microsoft/Phi-4-multimodal-instruct to work
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* working on vlm's
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* refactoring the VLM part
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* all working, now serious refacgtoring necessary
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* refactoring the download_model
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the formulate_prompt
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* pixtral 12b runs via MLX and native transformers
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the VlmPredictionToken
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* refactoring minimal_vlm_pipeline
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the MyPy
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added pipeline_model_specializations file
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* need to get Phi4 working again ...
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* finalising last points for vlms support
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the pipeline for Phi4
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* streamlining all code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixing the tests
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added the html backend to the VLM pipeline
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* fixed the static load_from_doctags
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* restore stable imports
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use AutoModelForVision2Seq for Pixtral and review example (including rename)
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove unused value
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* refactor instances of VLM models
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* skip compare example in CI
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use lowercase and uppercase only
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add new minimal_vlm example and refactor pipeline_options_vlm_model for cleaner import
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* rename pipeline_vlm_model_spec
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* move more argument to options and simplify model init
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add supported_devices
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove not-needed function
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* exclude minimal_vlm
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* missing file
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add message for transformers version
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* rename to specs
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use module import and remove MLX from non-darwin
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove hf_vlm_model and add extra_generation_args
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* use single HF VLM model class
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* remove torch type
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* add docs for vision models
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
