* scaffolding in place
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* doing scaffolding for audio pipeline
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* WIP: got first transcription working
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* all working, time to start cleaning up
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* first working ASR pipeline
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* added openai-whisper as a first transcription model
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* updating with asr_options
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* finalised the first working ASR pipeline with Whisper
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* use whisper from the latest git commit
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
* Update docling/datamodel/pipeline_options.py
Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Signed-off-by: Peter W. J. Staar <91719829+PeterStaar-IBM@users.noreply.github.com>
* Update docling/datamodel/pipeline_options.py
Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Signed-off-by: Peter W. J. Staar <91719829+PeterStaar-IBM@users.noreply.github.com>
* updated comment
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* AudioBackend -> DummyBackend
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* file rename
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Rename to NoOpBackend, add test for ASR pipeline
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Support every format in NoOpBackend
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add missing audio file and test
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Install ffmpeg system dependency for ASR test
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Peter W. J. Staar <91719829+PeterStaar-IBM@users.noreply.github.com>
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Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Co-authored-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>
* fix: prov for merged-elems
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* reformatted the code
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
* Reset pyproject.toml
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix tests
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-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
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* 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>
* chore(HTML): log the stacktrace of errors
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* fix(HTML): handle row headers like in pivot tables
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
---------
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* sytle(xlsx): enforce type hints in XLSX backend
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* feat(xlsx): create a page for each worksheet in XLSX backend
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* docs(xlsx): add docstrings to XLSX backend module.
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* docling(xlsx): add bounding boxes and page size information in cell units
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
---------
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Adding new latex symbols, simplifying how equations are added to text
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Identify headers through inhenrited style
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Log warning message instead of print
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Adding new latex symbols, simplifying how equations are added to text
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Identify headers through inhenrited style
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Log warning message instead of print
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* fix: Tesseract OCR CLI can't process images composed with numbers only (#1201)
fix wrong type text extracted by tesseract_ocr_cli_model
Signed-off-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
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* fix(docx): Improve text parsing (#1268)
* chore: bump version to 2.28.4 [skip ci]
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Improve text parsing
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* fix: Tesseract OCR CLI can't process images composed with numbers only (#1201)
fix wrong type text extracted by tesseract_ocr_cli_model
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Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
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* Flexibilize heading detection
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Fix trailing space
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Remove trailing space
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
---------
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
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* docs: add visual grounding example (#1270)
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* feat(docx): add text formatting and hyperlink support (#630)
* feat: Enable markdown text formatting for docx
Signed-off-by: SimJeg <sjegou@nvidia.com>
* Fix imports
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* Use Formatting
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* Handle hyperlink
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* Use inline group
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* Handle bullet lists
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* Strip elements
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* Strip elements
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* Run black and mypy
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* Handle header and footer
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* Use inline_fmt everywhere
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* Run precommit
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* Address feedback
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* Fix add_list_item
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* fix minor bugs, mark helper methods internal
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---------
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* fix(pptx): check if picture shape has an image attached (#1316)
Check if picture shape has an image attached in pptx backend
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
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* chore: update lock file (#1315)
chore: update lock
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
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* docs: add plugins docs (#1319)
add plugin docs
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* feat: handle <code> tags as code blocks (#1320)
handle <code> tags as code blocks
Signed-off-by: FernandoSSI <fernandosi2005@gmail.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Adding new latex symbols, simplifying how equations are added to text
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Identify headers through inhenrited style
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* Log warning message instead of print
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* Adding new latex symbols, simplifying how equations are added to text
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
---------
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
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Markdown fixes:
- properly propagate section header levels
- improve handling of list subroots without text
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
* Modifications to identify numbered headers
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* Add style check
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
---------
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* feat: Add PPTX notes slides
Presenter notes may have useful information and should also be extracted.
Signed-off-by: Maciej Wieczorek <maciej@wieczorek.co>
* feat: Move presenter notes into furniture
Signed-off-by: Maciej Wieczorek <maciej@wieczorek.co>
---------
Signed-off-by: Maciej Wieczorek <maciej@wieczorek.co>
Update docling-core dependency to version 2.23.3.
Fix regression test of HTML backend after docling-core dependency update.
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Add DoclingParseV3 backend implementation
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Use docling-core with docling-parse types
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fixes and test updates
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix streams
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fix streams
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Reset tests
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* update test cases
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* update test units
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Add back DoclingParse v1 backend, pipeline options
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update locks
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* fix: update docling-core to 2.22.0
Update dependency library docling-core to latest release 2.22.0
Fix regression tests and ground truth files
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Ground-truth files updated
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update tests, use TextCell.from_ocr property
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Text fixes, new test data
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Rename docling backend to v4
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Test all backends, fixes
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Reset all tests to use docling-parse v1 for now
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Fixes for DPv4 backend init, better test coverage
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* test_input_doc use default backend
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Equation groups
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* fix: Proper handling of orphan IDs in layout postprocessing (#1118)
* Fix the handling of orphan IDs in layout postprocessing
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update test cases
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* chore: bump version to 2.25.2 [skip ci]
* docs: add description of DOCLING_ARTIFACTS_PATH env var (#1124)
add env var in docs
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* fix(CLI): fix help message for abort options (#1130)
fix help message
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* perf: New revision code formula model and document picture classifier (#1140)
* new version code formula model
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* new version document picture classifier
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* new code formula model
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
* restored original code formula test pdf
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
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Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Co-authored-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* feat: Use new TableFormer model weights and default to accurate model version (#1100)
* feat: New tableformer model weights [WIP]
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
* Updated TF version
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
* Updated tests, after merging with Main, Switched to Accurate TF model by default
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
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Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
* chore: bump version to 2.26.0 [skip ci]
* fix: Pass tests, update docling-core to 2.22.0 (#1150)
fix: update docling-core to 2.22.0
Update dependency library docling-core to latest release 2.22.0
Fix regression tests and ground truth files
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* Updating content hash
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
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Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
Co-authored-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Co-authored-by: Matteo <43417658+Matteo-Omenetti@users.noreply.github.com>
Co-authored-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
fix: update docling-core to 2.22.0
Update dependency library docling-core to latest release 2.22.0
Fix regression tests and ground truth files
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
* feat: New tableformer model weights [WIP]
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
* Updated TF version
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
* Updated tests, after merging with Main, Switched to Accurate TF model by default
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
---------
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
* Fix the handling of orphan IDs in layout postprocessing
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
* Update test cases
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
