Commit Graph

41 Commits

Author SHA1 Message Date
Peter W. J. Staar
1557e7ce3e
feat: Support audio input (#1763)
* 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>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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>
2025-06-23 14:47:26 +02:00
Shkarupa Alex
215b540f6c
feat: Maximum image size for Vlm models (#1802)
* Image scale moved to base vlm options.
Added max_size image limit (options and vlm models).

* DCO Remediation Commit for Shkarupa Alex <shkarupa.alex@gmail.com>

I, Shkarupa Alex <shkarupa.alex@gmail.com>, hereby add my Signed-off-by to this commit: e93602a0d02fdb6f6dea1f65686cffcc4c616011

Signed-off-by: Shkarupa Alex <shkarupa.alex@gmail.com>

---------

Signed-off-by: Shkarupa Alex <shkarupa.alex@gmail.com>
2025-06-18 12:57:37 +02:00
Christoph Auer
7d3302cb48
feat: Make Page.parsed_page the only source of truth for text cells, add OCR cells to it (#1745)
* 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>
2025-06-13 19:01:55 +02:00
Ayraf
df140227c3
feat: support xlsm files (#1520)
* code for xlsm support

* updated support for xlsm

* updated code for xlsm support

* Update docling_parse_v4_backend.py

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* Update docling_parse_v4_backend.py

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* Update test_backend_msexcel_xlsm.py

 updated the tests/test_backend_msexcel_xlsm.py:

 have a function starting with test
removed all print statements
** To add an explicit assert {test}=={pred}

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* Update base_models.py

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* Update test_backend_msexcel.py

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* Update test_backend_msexcel_xlsm.py

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* Update document_converter.py

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* Delete tests/test_backend_msexcel_xlsm.py

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* xlsm file

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>

* run tests

* ran tests

* Fix tests, upgrade XSLM example to a valid file

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

---------

Signed-off-by: ShiroYasha18 <85089952+ShiroYasha18@users.noreply.github.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
2025-06-10 16:55:59 +02:00
Eugene
a2b83fe4ae
fix: Add WEBP to the list of image file extensions (#1711)
feat: Add WEBP to the list of image file extensions

Signed-off-by: Eugene <fogaprod@gmail.com>
2025-06-05 09:09:27 +02:00
Peter W. J. Staar
cfdf4cea25
feat: new vlm-models support (#1570)
* 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>
2025-06-02 17:01:06 +02:00
Christoph Auer
90875247e5
feat: Establish confidence estimation for document and pages (#1313)
* Establish confidence field, propagate layout confidence through

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

* Add OCR confidence and parse confidence (stub)

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

* Add parse quality rules, use 5% percentile for overall and parse scores

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

* Heuristic updates

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

* Fix garbage regex

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

* Move grade to page

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

* Introduce mean_score and low_score, consistent aggregate computations

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

* Add confidence test

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
2025-05-21 12:32:49 +02:00
Elwin
12dab0a1e8
feat: support image/webp file type (#1415)
* support image/webp file type

Signed-off-by: Elwin <61868295+hzhaoy@users.noreply.github.com>
Signed-off-by: Elwin <hzywong@gmail.com>

* docs: add webp image format in supported_formats.md

Signed-off-by: Elwin <61868295+hzhaoy@users.noreply.github.com>
Signed-off-by: Elwin <hzywong@gmail.com>

* test: add a test case for `image/webp` file

Signed-off-by: Elwin <hzywong@gmail.com>

* style: apply styling

Signed-off-by: Elwin <hzywong@gmail.com>

* test: update test case of converting `image/webp` file with more ocr engines

Signed-off-by: Elwin <hzywong@gmail.com>

* style: apply styling

Signed-off-by: Elwin <hzywong@gmail.com>

* rename test file

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

---------

Signed-off-by: Elwin <61868295+hzhaoy@users.noreply.github.com>
Signed-off-by: Elwin <hzywong@gmail.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
2025-05-14 09:47:28 +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
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
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

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>
2025-03-18 10:38:19 +01:00
Christoph Auer
3c9fe76b70
feat: [Experimental] Introduce VLM pipeline using HF AutoModelForVision2Seq, featuring SmolDocling model (#1054)
* Skeleton for SmolDocling model and VLM Pipeline

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

* wip smolDocling inference and vlm pipeline

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

* WIP, first working code for inference of SmolDocling, and vlm pipeline assembly code, example included.

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

* Fixes to preserve page image and demo export to html

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

* Enabled figure support in vlm_pipeline

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

* Fix for table span compute in vlm_pipeline

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

* Properly propagating image data per page, together with predicted tags in VLM pipeline. This enables correct figure extraction and page numbers in provenances

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

* Cleaned up logs, added pages to vlm_pipeline, basic timing per page measurement in smol_docling models

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

* Replaced hardcoded otsl tokens with the ones from docling-core tokens.py enum

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

* Added tokens/sec measurement, improved example

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

* Added capability for vlm_pipeline to grab text from preconfigured backend

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

* Exposed "force_backend_text" as pipeline parameter

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

* Flipped keep_backend to True for vlm_pipeline assembly to work

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

* Updated vlm pipeline assembly and smol docling model code to support updated doctags

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

* Fixing doctags starting tag, that broke elements on first line during assembly

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

* Introduced SmolDoclingOptions to configure model parameters (such as query and artifacts path) via client code, see example in minimal_smol_docling. Provisioning for other potential vlm all-in-one models.

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

* Moved artifacts_path for SmolDocling into vlm_options instead of global pipeline option

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

* New assembly code for latest model revision, updated prompt and parsing of doctags, updated logging

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

* Updated example of Smol Docling usage

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

* Added captions for the images for SmolDocling assembly code, improved provenance definition for all elements

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

* Update minimal smoldocling example

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

* Fix repo id

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

* Cleaned up unnecessary logging

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

* More elegant solution in removing the input prompt

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

* removed minimal_smol_docling example from CI checks

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

* Removed special html code wrapping when exporting to docling document, cleaned up comments

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

* Addressing PR comments, added enabled property to SmolDocling, and related VLM pipeline option, few other minor things

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

* Moved keep_backend = True to vlm pipeline

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

* removed pipeline_options.generate_table_images from vlm_pipeline (deprecated in the pipelines)

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

* Added example on how to get original predicted doctags in minimal_smol_docling

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

* removing changes from base_pipeline

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

* Replaced remaining strings to appropriate enums

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

* Updated poetry.lock

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

* re-built poetry.lock

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

* Generalize and refactor VLM pipeline and models

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

* Rename example

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

* Move imports

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

* Expose control over using flash_attention_2

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

* Fix VLM example exclusion in CI

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

* Add back device_map and accelerate

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

* Make drawing code resilient against bad bboxes

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

* chore: clean up code and comments

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

* chore: more cleanup

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

* chore: fix leftover .to(device)

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

* fix: add proper table provenance

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
2025-02-26 14:43:26 +01:00
Cesar Berrospi Ramis
428b656793
feat(xml-jats): parse XML JATS documents (#967)
* chore(xml-jats): separate authors and affiliations

In XML PubMed (JATS) backend, convert authors and affiliations as they
are typically rendered on PDFs.

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

* fix(xml-jats): replace new line character by a space

Instead of removing new line character from text, replace it by a space character.

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

* feat(xml-jats): improve existing parser and extend features

Partially support lists, respect reading order, parse more sections, support equations, better text formatting.

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

* chore(xml-jats): rename PubMed objects to JATS

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

---------

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
2025-02-17 10:43:31 +01:00
Tobias Strebitzer
00d9405b0a
feat: Add support for CSV input with new backend to transform CSV files to DoclingDocument (#945)
* feat: Implement csv backend and format detection

Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com>

* test: Implement csv parsing and format tests

Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com>

* docs: Add example and CSV format documentation

Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com>

* feat: Add support for various CSV dialects and update documentation

Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com>

* feat: Add validation for delimiters and tests for inconsistent csv files

Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com>

---------

Signed-off-by: Tobias Strebitzer <tobias.strebitzer@magloft.com>
2025-02-14 08:55:09 +01:00
Panos Vagenas
88a0e66adc
feat: add Docling JSON ingestion (#783)
* feat: add Docling JSON ingestion

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* update conversion as per review comments, add tests, revert Docling JSON disambiguation, document intricacies

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* Update docling/backend/json/docling_json_backend.py

Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

---------

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
2025-01-24 18:05:23 +01:00
Michele Dolfi
57fc28d3d8
refactor: allow the usage of backends in the enrich models and generalize the interface (#742)
* fix get image with cropbox

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

* allow the usage of backends in the enrich models and generalize the interface

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

* move logic in BaseTextImageEnrichmentModel

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

* renaming

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

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2025-01-15 09:52:38 +01:00
Lucas Morin
fd034802b6
feat: Create a backend to transform PubMed XML files to DoclingDocument (#557)
Signed-off-by: lucas-morin <lucas.morin222@gmail.com>
2024-12-17 19:27:09 +01:00
Christoph Auer
60dc852f16
feat: Updated Layout processing with forms and key-value areas (#530)
* Upgraded Layout Postprocessing, sending old code back to ERZ

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

* Implement hierachical cluster layout processing

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

* Pass nested cluster processing through full pipeline

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

* Pass nested clusters through GLM as payload

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

* Move to_docling_document from ds-glm to this repo

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

* Clean up imports again

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

* feat(Accelerator): Introduce options to control the num_threads and device from API, envvars, CLI.
- Introduce the AcceleratorOptions, AcceleratorDevice and use them to set the device where the models run.
- Introduce the accelerator_utils with function to decide the device and resolve the AUTO setting.
- Refactor the way how the docling-ibm-models are called to match the new init signature of models.
- Translate the accelerator options to the specific inputs for third-party models.
- Extend the docling CLI with parameters to set the num_threads and device.
- Add new unit tests.
- Write new example how to use the accelerator options.

* fix: Improve the pydantic objects in the pipeline_options and imports.

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>

* fix: TableStructureModel: Refactor the artifacts path to use the new structure for fast/accurate model

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>

* Updated test ground-truth

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

* Updated test ground-truth (again), bugfix for empty layout

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

* fix: Do proper check to set the device in EasyOCR, RapidOCR.

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>

* fix: Correct the way to set GPU for EasyOCR, RapidOCR

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>

* fix: Ocr AccleratorDevice

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>

* Merge pull request #556 from DS4SD/cau/layout-processing-improvement

feat: layout processing improvements and bugfixes

* Update lockfile

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

* Update tests

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

* Update HF model ref, reset test generate

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

* Repin to release package versions

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

* Many layout processing improvements, add document index type

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

* Update pinnings to docling-core

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

* Update test GT

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

* Fix table box snapping

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

* Fixes for cluster pre-ordering

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

* Introduce OCR confidence, propagate to orphan in post-processing

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

* Fix form and key value area groups

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

* Adjust confidence in EasyOcr

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

* Roll back CLI changes from main

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

* Update test GT

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

* Update docling-core pinning

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

* Annoying fixes for historical python versions

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

* Updated test GT for legacy

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

* Comment cleanup

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>
Co-authored-by: Nikos Livathinos <nli@zurich.ibm.com>
2024-12-17 17:32:24 +01:00
Cesar Berrospi Ramis
4e087504cc
feat: create a backend to parse USPTO patents into DoclingDocument (#606)
* feat: add PATENT_USPTO as input format

Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>

* feat: add USPTO backend parser

Add a backend implementation to parse patent applications and
grants from the United States Patent Office (USPTO).

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

* refactor: change the name of the USPTO input format

Change the name of the patent USPTO input format to show the typical format (XML).

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

* refactor: address several input formats with same mime type

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

* refactor: group XML backend parsers in a subfolder

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

* chore: add safe initialization of PatentUsptoDocumentBackend

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

---------

Signed-off-by: Cesar Berrospi Ramis <ceb@zurich.ibm.com>
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
2024-12-17 16:35:23 +01:00
Michele Dolfi
a7df337654
fix: make enum serializable with human-readable value (#555)
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2024-12-10 13:12:44 +01:00
Peter W. J. Staar
0d11e30dd8
fix: Enable HTML export in CLI and add options for image mode (#513)
* updated README

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

* removed duck in title

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

* updated the index.md

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

* updated the cli to export html

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

* added html to cli

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

* reformatted the code

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

* removed the duck emoji, added the  in the cli. Currently, the referenced seems broken

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

* cleaning up the comments

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

* reference is now working

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

* Clean up styling and docs

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

* Pin docling-core>=2.7.1

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>
2024-12-06 12:37:57 +01:00
Christoph Auer
34c7c79858
fix: improve handling of disallowed formats (#429)
* fix: Fixes and tests for StopIteration on .convert()

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

* fix: Remove unnecessary case handling

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

* fix: Other test fixes

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

* improve handling of unsupported types

- Introduced new explicit exception types instead of `RuntimeError`
- Introduced new `ConversionStatus` value for unsupported formats
- Tidied up converter member typing & removed asserts

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* robustify & simplify format option resolution

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* rename new status, populate ConversionResult errors

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2024-12-03 12:45:32 +01:00
Panos Vagenas
051789d017
perf: prevent temp file leftovers, reuse core type (#487)
* chore: reuse DocumentStream from docling-core

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* update docling-core version

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* [skip ci] document  import line

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* fix: use new resolve_source_to_x functions to avoid tempfile leftovers (#490)

use new resolve_source_to_x functions

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

---------

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
2024-12-03 10:40:28 +01:00
Peter W. J. Staar
926dfd29d5
feat: added excel backend (#334)
* feat: added excel backend

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

* first msexcel backend

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

* added tooling for the cli

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

* first working version for excel parsing of tables

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

* added proper typing for mypy

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

* added proper typing for mypy

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

* refactor EXCEL to XLSX

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

* added the unit tests

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

* ran poetry lock

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

* adding images to output [WIP]

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

* reformatted the code

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

* fixed the mypy

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

* updated the msexcel

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

* updated the msexcel (2)

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

* fixed the mypy

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

* added tests for merged cells in excel

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

* reformatted the code

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

---------

Signed-off-by: Peter Staar <taa@zurich.ibm.com>
2024-11-19 12:21:17 +01:00
Christoph Auer
2a2c65bf4f
feat: Add pipeline timings and toggle visualization, establish debug settings (#183)
* Add settings to turn visualization on or off

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

* Add profiling code to all models

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

* Refactor and fix profiling codes

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

* Visualization codes output PNG to debug dir

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

* Fixes for time logging

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

* Optimize imports

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

* Update lockfile

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

* Add start_timestamps to ProfilingItem

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
2024-10-30 15:04:19 +01:00
Christoph Auer
3023f18ba0
feat: Support AsciiDoc and Markdown input format (#168)
* updated the base-model and added the asciidoc_backend

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

* updated the asciidoc backend

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

* Ensure all models work only on valid pages (#158)

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

* ci: run ci also on forks (#160)


---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>

* fix: fix legacy doc ref (#162)

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>

* docs: typo fix (#155)

* Docs: Typo fix

- Corrected spelling of invidual to automatic

Signed-off-by: ABHISHEK FADAKE <31249309+fadkeabhi@users.noreply.github.com>

* add synchronize event for forks

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

---------

Signed-off-by: ABHISHEK FADAKE <31249309+fadkeabhi@users.noreply.github.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>

* feat: add coverage_threshold to skip OCR for small images (#161)

* feat: add coverage_threshold to skip OCR for small images

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

* filter individual boxes

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

* rename option

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

---------

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

* chore: bump version to 2.1.0 [skip ci]

* adding tests for asciidocs

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

* first working asciidoc parser

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

* reformatted the code

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

* fixed the mypy

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

* adding test_02.asciidoc

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

* Drafting Markdown backend via Marko library

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

* work in progress on MD backend

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

* md_backend produces docling document with headers, paragraphs, lists

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

* Improvements in md parsing

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

* Detecting and assembling tables in markdown in temporary buffers

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

* Added initial docling table support to md_backend

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

* Cleaned code, improved logging for MD

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

* Fixes MyPy requirements, and rest of pre-commit

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

* Fixed example run_md, added origin info to md_backend

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

* working on asciidocs, struggling with ImageRef

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

* able to parse the captions and image uri's

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

* fixed the mypy

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

* Update all backends with proper filename in DocumentOrigin

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

* Update to docling-core v2.1.0

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

* Fixes for MD Backend, to avoid duplicated text inserts into docling doc

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

* Fix styling

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

* Added support for code blocks and fenced code in MD

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

* cleaned prints

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

* Added proper processing of in-line textual elements for MD backend

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

* Fixed issues with duplicated paragraphs and incorrect lists in pptx

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

* Fixed issue with group ordeering in pptx backend, added gebug log into run with formats

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

---------

Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
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2024-10-23 16:14:26 +02:00
Christoph Auer
7d3be0edeb
feat!: Docling v2 (#117)
---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Maxim Lysak <mly@zurich.ibm.com>
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Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
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2024-10-16 21:02:03 +02:00
Michele Dolfi
f96ea86a00
feat: add options for choosing OCR engines (#118)
---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
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2024-10-08 19:07:08 +02:00
Christoph Auer
d6df76f90b
feat: Support tableformer model choice (#90)
* Support tableformer model choice

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

* Update datamodel structure

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

* Update docs

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

* Cleanup

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

* Add test unit for table options

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

* Ensure import backwards-compatibility for PipelineOptions

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

* Update README

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

* Adjust parameters on custom_convert

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

* Update Dockerfile

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
2024-09-26 21:37:08 +02:00
Michele Dolfi
8aa476ccd3
test: improve typing definitions (part 1) (#72)
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2024-09-12 15:56:29 +02:00
Michele Dolfi
1de2e4f924
feat: export document pages as multimodal output (#54)
* feat: export document pages as multimodal output

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

* create a single parquet output

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

* add loading into HF datasets library

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

* renaming

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

* cleanup

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

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2024-09-03 15:05:35 +02:00
Peter W. J. Staar
48f4d1ba52
fix: Add unit tests (#51)
* add the pytests

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

* renamed the test folder and added the toplevel test

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

* updated the toplevel function test

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

* need to start running all tests successfully

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

* added the reference converted documents

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

* added first test for json and md output

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

* ran pre-commit

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

* replaced deprecated json function with model_dump_json

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

* replaced deprecated json function with model_dump_json

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

* reformatted code

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

* Fix backend tests

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

* commented out the drawing

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

* ci: avoid duplicate runs

Signed-off-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>

* commented out json verification for now

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

* added verification of input cells

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

* reformat code

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

* added test to verify the cells in the pages

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

* added test to verify the cells in the pages (2)

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

* added test to verify the cells in the pages (3)

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

* run all examples in CI

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

* make sure examples return failures

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

* raise a failure if examples fail

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

* fix examples

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

* run examples after tests

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

* Add tests and update top_level_tests using only datamodels

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

* Remove unnecessary code

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

* Validate conversion status on e2e test

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

* package verify utils and add more tests

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

* reduce docs in example, since they are already in the tests

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

* skip batch_convert

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

* pin docling-parse 1.1.2

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

* updated the error messages

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

* commented out the json verification for now

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

* bumped GLM version

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

* Fix lockfile

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

* Pin new docling-parse v1.1.3

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

---------

Signed-off-by: Peter Staar <taa@zurich.ibm.com>
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2024-08-30 14:08:20 +02:00
Panos Vagenas
e46a66a176
fix: refine conversion result (#52)
- fields `output` & `assembled` need not be optional
- introduced "synonym" `ConversionResult` for `ConvertedDocument` & deprecated the latter

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2024-08-27 11:50:43 +02:00
Christoph Auer
a294b7e64a
feat: Page-level error reporting from PDF backend, introduce PARTIAL_SUCCESS status (#47)
* Put safety-checks for failed parse of pages

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

* Introduce page-level error checks

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

* Bump to docling-parse 1.1.1

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

* Introduce page-level error checks

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
2024-08-23 16:18:41 +02:00
Christoph Auer
e94d317c02
feat: Add adaptive OCR, factor out treatment of OCR areas and cell filtering (#38)
* Introduce adaptive OCR

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

* Factor out BaseOcrModel, add docling-parse backend tests, fixes

* Make easyocr default dep

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
2024-08-20 15:28:03 +02:00
Michele Dolfi
78347bf679
feat: allow computing page images on-demand with scale and cache them (#36)
* feat: allow computing page images on-demand and cache them

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

* feat: expose scale for export of page images and document elements

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

* fix comment

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

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2024-08-20 13:27:19 +02:00
Michele Dolfi
63d80edca2
feat: output page images and extracted bbox (#31)
* Add assemble options and example saving pages and figures

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

* add options for different page elements, improve example and flip name of assemble_options

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

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2024-08-12 18:25:45 +02:00
Christoph Auer
e9526bb11e
feat: Optimize table extraction quality, add configuration options (#11)
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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2024-07-17 16:13:21 +02:00
Michele Dolfi
e45dc5d1a5
ci: Add Github Actions (#4)
* add Github Actions

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

* apply styling

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

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Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
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* add semantic-release config

Signed-off-by: Panos Vagenas <35837085+vagenas@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>
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2024-07-16 13:05:04 +02:00
Christoph Auer
e2d996753b Initial commit 2024-07-15 09:42:42 +02:00