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263 Commits

Author SHA1 Message Date
Michele Dolfi
7c705739f9 fix: usage of hashlib for FIPS (#1512) 
fix usage of hashlib for FIPS

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
 2025-05-02 15:03:29 +02:00
Ihar Hrachyshka
b147331f2a chore: restore typing hint for self.script_readers (#1500) 
With future annotations, typing hints resolution is always deferred.

https://peps.python.org/pep-0563/

Signed-off-by: Ihar Hrachyshka <ihar.hrachyshka@gmail.com>
 2025-04-30 20:33:27 +02:00
Ben Browning
4ab7e9ddfb fix: Guard against attribute errors in TesseractOcrModel __del__ (#1494) 
This moves the initialization of the `reader` and `script_readers`
attributes to before we attempt to import tesserocr, so that when later
accessing these attributes in the garbage collection method `__del__`
the attributes exist.

This requires changing the typing of the `script_readers` dict value to
`Any` because we cannot yet reference its actual strong type, since it's
a tesserocr value.

This prevents throwing an exception during garbage collection for
cases where the TesseractOcrModel instance didn't properly initialize,
like when it throws an `ImportError` during its initializer.

Signed-off-by: Ben Browning <bbrownin@redhat.com>
 2025-04-30 17:51:33 +02:00
Zach Cox
cc453961a9 fix: enable cuda_use_flash_attention2 for PictureDescriptionVlmModel (#1496) 
fix: enable use_cuda_flash_attention2 for PictureDescriptionVlmModel

Signed-off-by: Zach Cox <zach.s.cox@gmail.com>
 2025-04-30 08:02:52 +02:00
Peter W. J. Staar
976e92e289 fix: updated the time-recorder label for reading order (#1490) 
* fix: updated the time-recorder label for reading order

Signed-off-by: Peter Staar <taa@zurich.ibm.com>

* reformatted code

Signed-off-by: Peter Staar <taa@zurich.ibm.com>

---------

Signed-off-by: Peter Staar <taa@zurich.ibm.com>
 2025-04-29 13:02:53 +02:00
nkh0472
a097ccd8d5 chore: typo fix (#1465) 
* typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

* chore: typo fix

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>

---------

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>
 2025-04-28 08:52:09 +02:00
Maxim Lysak
94d66a0765 fix: Incorrect scaling of TableModel bboxes when do_cell_matching is False (#1459) 
fixing double scaling in case of do_cell_matching is False

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
 2025-04-25 12:34:12 +02:00
Cesar Berrospi Ramis
ed20124544 fix(html): handle address, details, and summary tags (#1436) 
* fix(html): handle 'address' tag

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>

* fix(html): handle 'details' tag

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>

---------

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
 2025-04-23 09:30:59 +02:00
Eugene
8012a3e4d6 fix: Treat overflowing -v flags as DEBUG (#1419) 
Signed-off-by: Eugene <fogaprod@gmail.com>
 2025-04-19 11:02:41 +02:00
Michele Dolfi
5458a88464 ci: add coverage and ruff (#1383) 
* add coverage calculation and push

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* new codecov version and usage of token

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* enable ruff formatter instead of black and isort

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* apply ruff lint fixes

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* apply ruff unsafe fixes

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* add removed imports

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* runs 1 on linter issues

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* finalize linter fixes

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* Update pyproject.toml

Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
Signed-off-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
 2025-04-14 18:01:26 +02:00
Peter W. J. Staar
c0ba88edf1 feat(cli): add option for html with split-page mode (#1355) 
* updated the cli to output html in split-page mode

Signed-off-by: Peter Staar <taa@zurich.ibm.com>

* add pin for new docling-core with html split argument

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* relock with fixed html export in docling-core

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* update test results

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* update more tests

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* update example

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* update lock with docling-core fixes

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* update test results

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* add again chunking extras

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>
 2025-04-14 08:41:50 +02:00
Tim Kellogg
0de70e7991 fix: auto-recognize .xlsx, .docx and .pptx files (#1340) 
* bug: auto-recognize .xlsx files

Signed-off-by: Tim Kellogg <timothy.kellogg@gmail.com>

* apply styling

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* apply to other ms office zip formats

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

---------

Signed-off-by: Tim Kellogg <timothy.kellogg@gmail.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
 2025-04-14 07:45:13 +02:00
Cesar Berrospi Ramis
415b877984 fix(docx): declare image_data variable when handling pictures (#1359) 
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
 2025-04-11 13:04:00 +02:00
Rowan Skewes
250399948d fix: Implement PictureDescriptionApiOptions.bitmap_area_threshold (#1248) 
fix: Implement PictureDescriptionApiOptions.picture_area_threshold

Signed-off-by: Rowan Skewes <rowan.skewes@gmail.com>
 2025-04-11 11:14:05 +02:00
Cesar Berrospi Ramis
eef2bdea77 feat(xlsx): create a page for each worksheet in XLSX backend (#1332) 
* 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>
 2025-04-11 10:29:53 +02:00
Gabe Goodhart
c605edd8e9 feat: OllamaVlmModel for Granite Vision 3.2 (#1337) 
* build: Add ollama sdk dependency

Branch: OllamaVlmModel

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Add option plumbing for OllamaVlmOptions in pipeline_options

Branch: OllamaVlmModel

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Full implementation of OllamaVlmModel

Branch: OllamaVlmModel

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Connect "granite_vision_ollama" pipeline option to CLI

Branch: OllamaVlmModel

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* Revert "build: Add ollama sdk dependency"

After consideration, we're going to use the generic OpenAI API instead
of the Ollama-specific API to avoid duplicate work.

This reverts commit bc6b366468cdd66b52540aac9c7d8b584ab48ad0.

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* refactor: Move OpenAI API call logic into utils.utils

This will allow reuse of this logic in a generic VLM model

NOTE: There is a subtle change here in the ordering of the text prompt and
the image in the call to the OpenAI API. When run against Ollama, this
ordering makes a big difference. If the prompt comes before the image, the
result is terse and not usable whereas the prompt coming after the image
works as expected and matches the non-OpenAI chat API.

Branch: OllamaVlmModel

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* refactor: Refactor from Ollama SDK to generic OpenAI API

Branch: OllamaVlmModel

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Linting, formatting, and bug fixes

The one bug fix was in the timeout arg to openai_image_request. Otherwise,
this is all style changes to get MyPy and black passing cleanly.

Branch: OllamaVlmModel

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* remove model from download enum

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* generalize input args for other API providers

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* rename and refactor

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* add example

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* require flag for remote services

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* disable example from CI

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* add examples to docs

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

---------

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
 2025-04-10 18:03:04 +02:00
Joan Fabrégat
6b696b504a fix: Properly address page in pipeline _assemble_document when page_range is provided (#1334) 
* Fixes #1333

Signed-off-by: Joan Fabrégat <j@fabreg.at>

* fix for the (dumb) MyPy type checker

Signed-off-by: Joan Fabrégat <j@fabreg.at>

---------

Signed-off-by: Joan Fabrégat <j@fabreg.at>
 2025-04-10 16:11:28 +02:00
Maxim Lysak
355d8dc7a6 chore: Logo parameter in docling CLI, prints cute ascii logo (#1294) 
logo parameter in docling cli, prints cute ascii logo

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
 2025-04-09 05:29:48 +02:00
Rafael Teixeira de Lima
14e9c0ce9a fix(docx): Adding new latex symbols, simplifying how equations are added to text (#1295) 
* 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

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

Signed-off-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* 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

Signed-off-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* 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>
Signed-off-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Guilhem VERMOREL <83694424+guilhemvermorel@users.noreply.github.com>
Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* docs: add visual grounding example (#1270)

Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* 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

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Use Formatting

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle hyperlink

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle formatting properly for DocItemLabel.PARAGRAPH

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Use inline group

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle bullet lists

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Strip elements

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Strip elements

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Run black and mypy

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle header and footer

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Use inline_fmt everywhere

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Run precommit

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Address feedback

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Fix add_list_item

Signed-off-by: SimJeg <sjegou@nvidia.com>

* fix minor bugs, mark helper methods internal

Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>

---------

Signed-off-by: SimJeg <sjegou@nvidia.com>
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
Co-authored-by: Panos Vagenas <pva@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* 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>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* chore: update lock file (#1315)

chore: update lock

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* 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

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>

---------

Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
Signed-off-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
Signed-off-by: SimJeg <sjegou@nvidia.com>
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: FernandoSSI <fernandosi2005@gmail.com>
Co-authored-by: Guilhem VERMOREL <83694424+guilhemvermorel@users.noreply.github.com>
Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Co-authored-by: Simon Jégou <SimJeg@users.noreply.github.com>
Co-authored-by: Panos Vagenas <pva@zurich.ibm.com>
Co-authored-by: Maxim Lysak <101627549+maxmnemonic@users.noreply.github.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Co-authored-by: Fernando Santos <121275806+FernandoSSI@users.noreply.github.com>
 2025-04-08 17:11:37 +02:00
Fernando Santos
0499cd1c1e feat: handle <code> tags as code blocks (#1320) 
handle <code> tags as code blocks

Signed-off-by: FernandoSSI <fernandosi2005@gmail.com>
 2025-04-08 10:32:06 +02:00
Maxim Lysak
dc3bf9ceac 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>
 2025-04-07 17:36:56 +02:00
Simon Jégou
bfcab3d677 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

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Use Formatting

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle hyperlink

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle formatting properly for DocItemLabel.PARAGRAPH

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Use inline group

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle bullet lists

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Strip elements

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Strip elements

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Run black and mypy

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Handle header and footer

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Use inline_fmt everywhere

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Run precommit

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Address feedback

Signed-off-by: SimJeg <sjegou@nvidia.com>

* Fix add_list_item

Signed-off-by: SimJeg <sjegou@nvidia.com>

* fix minor bugs, mark helper methods internal

Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>

---------

Signed-off-by: SimJeg <sjegou@nvidia.com>
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
Co-authored-by: Panos Vagenas <pva@zurich.ibm.com>
 2025-04-03 15:11:50 +02:00
Rafael Teixeira de Lima
d2d68747f9 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

Signed-off-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* 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>
Signed-off-by: gvl4 <Guilhem.VERMOREL@3ds.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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Co-authored-by: gvl4 <Guilhem.VERMOREL@3ds.com>
 2025-04-02 12:56:44 +02:00
Guilhem VERMOREL
b3d111a3cd 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>
 2025-03-31 10:53:49 +02:00
Maxim Lysak
7afad7e52d fix: Fixes tables when using OCR (#1261) 
Fix for the tables when using OCR

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
 2025-03-29 10:06:00 +01:00
Maxim Lysak
8bd71e8e33 fix: Word-level pdf cells for tables (#1238) 
* word-level pdf cells for tables

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* removed comments

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated dependency to docling-core

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

---------

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
 2025-03-28 16:34:48 +01:00
Panos Vagenas
9210812bfa fix: improve HTML layer detection, various MD fixes (#1241) 
Markdown fixes:
- properly propagate section header levels
- improve handling of list subroots without text

Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
 2025-03-26 16:07:14 +01:00
Panos Vagenas
85c4df887b fix(html): fix HTML parsed heading level (#1244) 
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
 2025-03-26 10:30:23 +01:00
mislavmartinic
825b226fab fix(converter): Cache same pipeline class with different options (#1152) 
* Update document_converter.py

Fixing caching same class with different options by using composite key (class, options)

# TODO this will ignore if different options have been defined for the same pipeline class.

at row 292

Signed-off-by: mislavmartinic <mislav.martinic@pontistechnology.com>

* formatted script

* removed unnecessary hasattr check

* pre-commit chain run

---------

Signed-off-by: mislavmartinic <mislav.martinic@pontistechnology.com>
 2025-03-25 12:18:44 +01:00
Hoang-Long Do
6df8827231 fix(debug): Missing translation of bbox to to_bounding_box (#1220) 
* Fix: Add missing bbox attribute to PdfTextCell

* Fix: Add missing bbox attribute to PdfTextCell

Signed-off-by: hl2311 <dhlong2301@gmail.com>

* fix: Refactor missing bbox attribute to PdfTextCell

Signed-off-by: hl2311 <dhlong2301@gmail.com>

* Signed-off-by: hl2311 <dhlong2301@gmail.com>

fix: Refactor missing bbox attribute to PdfTextCell

---------

Signed-off-by: hl2311 <dhlong2301@gmail.com>
 2025-03-25 12:18:10 +01:00
Rafael Teixeira de Lima
f739d0e4c5 fix(docx): identifying numbered headers (#1231) 
* 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>
 2025-03-25 11:41:02 +01:00
Maxim Lysak
1c26769785 feat(SmolDocling): Support MLX acceleration in VLM pipeline (#1199) 
* Initial implementation to support MLX for VLM pipeline and SmolDocling

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* mlx_model unit

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Add CLI choices for VLM pipeline and model

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>

* Initial implementation to support MLX for VLM pipeline and SmolDocling

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* mlx_model unit

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Add CLI choices for VLM pipeline and model

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>

* Updated minimal vlm pipeline example

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* make vlm_pipeline python3.9 compatible

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Fixed extract_text_from_backend definition

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated README

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated example

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated documentation

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* corrections in the documentation

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Consmetic changes

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>

---------

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
 2025-03-19 15:38:54 +01:00
Maciej Wieczorek
b454aa1551 feat: Add PPTX notes slides (#474) 
* 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>
 2025-03-19 14:52:09 +01:00
Christoph Auer
f5adfb9724 fix: Determine correct page size in DoclingParseV4Backend (#1196) 
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
 2025-03-19 11:05:42 +01:00
Rafael Teixeira de Lima
0b707d0882 fix(msword): Fixing function return in equations handling (#1194) 
* Fixing function return

Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

* Add message

Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>

---------

Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
 2025-03-19 10:34:25 +01:00
Maxim Lysak
2f72167ff6 feat: updated vlm pipeline (with latest changes from docling-core) (#1158) 
* Draft implementation of Doctag backend

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated VLM pipeline doctags to docling conversion, now properly supports lists

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* preparing to migrate to new doctags deserializer

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* re-using DocTagsDocument.from_doctags_and_image_pairs

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* satisfying mypy and other checks

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Added support for force_backend_text parameter

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* removed unnecessary transformation

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Cleaned up

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Update tests

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>

* Updated readme

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

---------

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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 2025-03-18 15:44:51 +01:00
Michele Dolfi
6eaae3cba0 feat: add factory for ocr engines via plugins (#1010) 
* add factory for ocr engines

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* apply pre-commit after rebase

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* add picture description factory

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* fix enable option

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* switch to create methods

Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>

* make `options` an explicit kwarg

Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>

* keep old lock of docling-core

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* fix lock

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* add allow_external_plugins option

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* add factory return and ignore options type

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
Co-authored-by: Panos Vagenas <pva@zurich.ibm.com>
 2025-03-18 13:58:05 +01:00
Christoph Auer
3960b199d6 feat: Add DoclingParseV4 backend, using high-level docling-parse API (#905) 
* 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

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* 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>
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 2025-03-18 10:38:19 +01:00
Michele Dolfi
fa16b12316 chore: move to docling-project org (#1160) 
* chore: rename org

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* Update docs/faq/index.md

Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
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* update github pages

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* revert test content

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

---------

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 2025-03-14 12:35:29 +01:00
Cesar Berrospi Ramis
f94da44ec5 fix(html): handle nested empty lists (#1154) 
Address the case of nested lists in empty list items.

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
 2025-03-13 16:56:58 +01:00
Panos Vagenas
0945973b79 fix: use first table row as col headers (#1156) 
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
 2025-03-13 15:34:18 +01:00
Rafael Teixeira de Lima
6eb718f849 feat: equations to latex in MSWord backend (with inline groups) (#1114) 
* 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>

---------

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>

---------

Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
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* 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>

---------

Signed-off-by: Rafael Teixeira de Lima <Rafael.td.lima@gmail.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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Co-authored-by: Matteo <43417658+Matteo-Omenetti@users.noreply.github.com>
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 2025-03-13 15:12:22 +01:00
Cesar Berrospi Ramis
aa92a57fa9 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>
 2025-03-13 09:45:55 +01:00
Christoph Auer
eb97357b05 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>

---------

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>
 2025-03-11 10:53:49 +01:00
Matteo
5e30381c0d 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>

---------

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Co-authored-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
 2025-03-11 10:15:28 +01:00
Michele Dolfi
4d64c4c0b6 fix(CLI): fix help message for abort options (#1130) 
fix help message

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
 2025-03-07 14:47:49 +01:00
Christoph Auer
c56ab3a66b 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>
 2025-03-05 14:30:59 +01:00
Michele Dolfi
8dc0562542 fix: enable locks for threadsafe pdfium (#1052) 
* enable locks for threadsafe pdfium

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

* fix deadlock in pypdfium2 backend

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
 2025-03-02 20:06:44 +01:00
Peter W. J. Staar
e25d557c06 refactor: add the contentlayer to html-backend (#1040) 
* added the contentlayer to html-backend

Signed-off-by: Peter Staar <taa@zurich.ibm.com>

* updated the handle_image function

Signed-off-by: Peter Staar <taa@zurich.ibm.com>

* reformatted code of html backend

Signed-off-by: Peter Staar <taa@zurich.ibm.com>

* test(html): add more info if a test case fails

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>

* refactor(html): put parsed item in body if doc has no header

In case an HTML does not have any header tag, all parsed items are placed in
DoclingDocument's body content layer.
HTML paragraphs ('p' tags) are parsed as text items with paragraph label.
Update test ground truth accoring to the changes above.

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>

* chore: set TextItem label to 'text' instead of 'paragraph'

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>

---------

Signed-off-by: Peter Staar <taa@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>
 2025-03-02 10:37:53 -05:00
Cesar Berrospi Ramis
de7b963b09 fix(html): use 'start' attribute when parsing ordered lists from HTML docs (#1062) 
* fix(html): use 'start' attribute in ordered lists

When parsing ordered lists in HTML, take into account the 'start' attribute if it exists.

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>

* chore(html): reduce verbosity in HTML backend

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>

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Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
 2025-02-27 09:46:57 +01:00