71 Commits

Author SHA1 Message Date
Peter W. J. Staar
f3ae3029b8
docs: update readme and add ASR example (#1836)
* updated the README

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

* added minimal_asr_pipeline

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

* Updated README and added ASR example

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

* Updated docs.index.md

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

* updated CI and mkdocs

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

* added link tp existing audio file

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

* added link tp existing audio file

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

* reformatting

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

---------

Signed-off-by: Peter Staar <taa@zurich.ibm.com>
2025-06-23 18:55:16 +02:00
Michele Dolfi
64ac043786
docs: support running examples from root or subfolder (#1816)
support running examples from root or subfolder

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2025-06-19 11:10:40 +02:00
Michele Dolfi
0432a31b2f
docs: update vlm models api examples with LM Studio (#1759)
update vlm models api examples

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2025-06-12 12:58:44 +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
Panos Vagenas
7c4c356e76
chore: fix chunking example data link (#1596)
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
2025-05-16 08:44:47 +02:00
Panos Vagenas
9f28abf061
docs: add advanced chunking & serialization example (#1589)
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
2025-05-14 14:35:07 +02:00
Panos Vagenas
3220a592e7
docs: add serialization docs, update chunking docs (#1556)
* docs: add serializers docs, update chunking docs

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

* update notebook to improve MD table rendering

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

---------

Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
2025-05-08 21:43:01 +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
Ryan Lin
a2fbbba9f7
feat: add tutorial using Milvus and Docling for RAG pipeline (#1449)
* feat: add milvus rag with docling tutorial

Signed-off-by: Ryan Lin <linjinhong@yandex.com>

* chore: run pre-commit

Signed-off-by: Ryan Lin <linjinhong@yandex.com>

* feat: add RAG with Milvus example to mkdocs

Signed-off-by: Ryan Lin <linjinhong@yandex.com>

---------

Signed-off-by: Ryan Lin <linjinhong@yandex.com>
2025-04-25 09:12:35 +02:00
nkh0472
c2470ed216
docs: Fix wrong output format in example code (#1427)
fix: wrong output format

Signed-off-by: nkh0472 <67589323+nkh0472@users.noreply.github.com>
2025-04-22 12:32:55 +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
Panos Vagenas
71148eb381
docs: add visual grounding example (#1270)
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
2025-04-02 14:03:19 +02:00
Clément Doumouro
0974ba4e1c
docs(examples): batch conversion doc raises_on_error (#1147)
Signed-off-by: Clément Doumouro <clement.doumouro@gmail.com>
2025-03-25 11:14:39 +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>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
2025-03-19 15:38:54 +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

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

* update github pages

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

* revert test content

Signed-off-by: Michele Dolfi <dol@zurich.ibm.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: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2025-03-14 12:35:29 +01:00
Michele Dolfi
357d41cc47
docs: Enrichment models (#1097)
* warning for develop examples

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

* add docs for enrichment models

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

* minor reorg of top-level docs (#1098)

* minor reorg of top-level docs

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

* fix typo [no ci]

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

---------

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

* trigger ci

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>
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2025-03-04 14:24:38 +01:00
Panos Vagenas
db3ceefd4a
docs: improve docs on token limit warning triggered by HybridChunker (#1077)
Signed-off-by: Panos Vagenas <pva@zurich.ibm.com>
2025-02-28 14:54:46 +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
Christoph Auer
c93e36988f
feat: Implement new reading-order model (#916)
* Implement new reading-order model, replacing DS GLM model (WIP)

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

* Update reading-order model branch

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

* Update lockfile [skip ci]

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

* Add captions, footnotes and merges [skip ci]

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

* Updates for reading-order implementation

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

* Updates for reading-order implementation

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

* Update tests and lockfile

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

* Fixes, update tests

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

* Add normalization, update tests again

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

* Update tests with code

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

* Push final lockfile

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

* sanitize text

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

* Inlcude furniture, Update tests with furniture

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

* Fix content_layer assignment

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

* chore: Delete empty file docling/models/ds_glm_model.py

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Nikos Livathinos <nli@zurich.ibm.com>
2025-02-20 17:51:17 +01:00
Panos Vagenas
27c04007bc
docs: revamp picture description example (#1015)
* docs: revamp picture description example

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

* Improvements for visualization example (#1017)

* fix colab install, use granite and improve viz of description

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

* switch docs to notbook

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

* show results with all models

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

* show other vlm

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>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
2025-02-19 11:28:54 +01:00
Ahmed Nassar
77eb77bdc2
feat: Support cuda:n GPU device allocation (#694)
* Adding multi-gpu support, and cuda device allocation

Signed-off-by: ahn <ahn@zurich.ibm.com>

* Fixes pydantic exception with cuda:n
Signed-off-by: ahn <ahn@zurich.ibm.com>

* Pydantic field validator and comment restored.

Signed-off-by: ahn <ahn@zurich.ibm.com>

* chore: Accept AcceleratorDevice enum type

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

* Resetted some options to default, removed EasyOCR model wrap.
Signed-off-by: ahn <ahn@zurich.ibm.com>

* Fixed rebased issues
Signed-off-by: ahn <ahn@zurich.ibm.com>

* Revert accelerator test options
Signed-off-by: ahn <ahn@zurich.ibm.com>

---------

Signed-off-by: ahn <ahn@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: ahn <ahn@sonny.zuvela.ibm.com>
Co-authored-by: ahn <ahn@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
2025-02-17 11:31:13 +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
Michele Dolfi
2d66e99b69
docs: Examples for picture descriptions (#951)
* add more examples for picture descriptions

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

* fix merge typo

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

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2025-02-13 08:33:12 +01:00
Michele Dolfi
2716c7d4ff
feat: Introduce the enable_remote_services option to allow remote connections while processing (#941)
* feat: Introduce the allow_remote_services option to allow remote connections while processing

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

* add option in the example

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

* enhance docs

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

* rename to enable_remote_services

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

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2025-02-12 15:18:01 +01:00
Michele Dolfi
4cc6e3ea5e
feat: Describe pictures using vision models (#259)
* draft for picture description models

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

* vlm description using AutoModelForVision2Seq

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

* add generation options

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

* update vlm API

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

* allow only localhost traffic

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

* rename model

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

* do not run with vlm api

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

* more renaming

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

* fix examples path

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

* apply CLI download login

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

* fix name of cli argument

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

* use with_smolvlm in models download

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

---------

Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
2025-02-07 16:30:42 +01:00
Michele Dolfi
9114ada7bc
fix: Test cases for RTL programmatic PDFs and fixes for the formula model (#903)
fix: Support for RTL programmatic documents
fix(parser): detect and handle rotated pages
fix(parser): fix bug causing duplicated text
fix(formula): improve stopping criteria
chore: update lock file
fix: temporary constrain beautifulsoup


* switch to code formula model v1.0.1 and new test pdf

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>

* switch to code formula model v1.0.1 and new test pdf

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>

* cleaned up the data folder in the tests

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

* switch to code formula model v1.0.1 and new test pdf

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>

* added three test-files for right-to-left

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

* fix black

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>

* added new gt for test_e2e_conversion

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>

* added new gt for test_e2e_conversion

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>

* Add code to expose text direction of cell

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

* new test file

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>

* update lock

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

* fix mypy reports

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

* fix example filepaths

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

* add test data results

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

* pin wheel of latest docling-parse release

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

* use latest docling-core

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

* remove debugging code

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

* fix path to files in example

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

* Revert unwanted RTL additions

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

* Fix test data paths in examples

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

---------

Signed-off-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Signed-off-by: Peter Staar <taa@zurich.ibm.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Matteo-Omenetti <Matteo.Omenetti1@ibm.com>
Co-authored-by: Peter Staar <taa@zurich.ibm.com>
Co-authored-by: Christoph Auer <cau@zurich.ibm.com>
2025-02-07 08:43:31 +01:00
Nikos Livathinos
6d3fea0196
docs: Introduce example with custom models for RapidOCR (#874)
* docs: Introduce example with custom models for RapidOCR

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

* chore: Exclude the example with custom RapidOCR models from the examples to run in github actions

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

---------

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>
2025-02-04 10:07:00 +01:00
Christoph Auer
f9144f2bb6
docs: Add example for inspection of picture content (#624)
* chore: Add example for inspection of picture content

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

* fix: Test case re-generation

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

* fix: Test case re-generation only on CPU

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

* fix: Add missing GT files

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

---------

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
2025-01-29 10:39:00 +01:00
Cesar Berrospi Ramis
4d41db3f7a
docs(backend XML): do not delete temp file in notebook (#817)
Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
2025-01-27 18:53:39 +01:00
Farzad Sunavala
8a4ec77576
docs: typo (#814)
* Update rag_azuresearch.ipynb

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>

* typo

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>

---------

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>
2025-01-27 11:24:26 +01:00
Farzad Sunavala
b885b2fa3c
docs: added markdown headings to enable TOC in github pages (#808)
* docs: added markdown headings to enable TOC in github pages

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>

* minor renames

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>

* part 3 heading

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>

---------

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>
2025-01-27 09:40:35 +01:00
Cesar Berrospi Ramis
c2ae1cc4ca
docs: description of supported formats and backends (#788)
* chore: remove type-ignore marks for attaching text to non GroupItems

After commit b74208 of docling-core, text items can be attached to any NodeItem
and therefore the ignore[arg-type] type marks can be removed.

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

* test: remove unnecessary imports

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

* docs: add documentation on supported formats and backends

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

* docs: add notebook example with XML backends

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

---------

Signed-off-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com>
2025-01-26 08:10:33 +01:00
Nikos Livathinos
3be2fb581f
feat: Introduce automatic language detection in TesseractOcrCliModel (#800)
* feat: Introduce automatic language detection in tesseract_ocr_cli model. Extend unit tests.

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

* docs: Add example how to use "auto" language with tesseract OCR engines

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

* fix: Refactor the TesseractOcrModel and TesseractOcrCliModel to validate if the auto-detected
language is installed in the system and if not fall back to a default option without language.

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

---------

Signed-off-by: Nikos Livathinos <nli@zurich.ibm.com>
2025-01-26 08:07:56 +01:00
Matteo
3213b247ad
feat: Code and equation model for PDF and code blocks in markdown (#752)
* propagated changes for new CodeItem class

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* Rebased branch on latest main. changes for CodeItem

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* removed unused files

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* chore: update lockfile

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

* pin latest docling-core

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

* update docling-core pinning

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

* pin docling-core

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

* use new add_code in backends and update typing in MD backend

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

* added if statement for backend

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* removed unused import

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* removed print statements

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* gt for new pdf

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* Update docling/pipeline/standard_pdf_pipeline.py

Co-authored-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Signed-off-by: Matteo <43417658+Matteo-Omenetti@users.noreply.github.com>

* fixed doc comment of __call__ function of code_formula_model

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>

* fix artifacts_path type

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

* move imports

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

* move expansion_factor to base class

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

---------

Signed-off-by: Matteo Omenetti <omenetti.matteo@gmail.com>
Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Signed-off-by: Matteo <43417658+Matteo-Omenetti@users.noreply.github.com>
Co-authored-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>
2025-01-24 16:54:22 +01:00
Farzad Sunavala
c58f75d0f7
docs: fix minor typos (#801)
Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>
2025-01-24 16:27:05 +01:00
Farzad Sunavala
9020a934be
docs: add Azure RAG example (#675)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Co-authored-by: Farzad Sunavala <fsunavala@microsoft.com>
2025-01-24 13:56:26 +01:00
Iacopo Ghinassi
768608351d
docs: fix correct Accelerator pipeline options in docs/examples/custom_convert.py (#733)
* Update custom_convert.py

Added the missing AcceleratorDevice and AcceleratorOptions functions in the imports and changed Device in the code to the correct AcceleratorDevice

Signed-off-by: Iacopo Ghinassi <45108036+Ighina@users.noreply.github.com>

* apply formatting

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

---------

Signed-off-by: Iacopo Ghinassi <45108036+Ighina@users.noreply.github.com>
Signed-off-by: Michele Dolfi <dol@zurich.ibm.com>
Co-authored-by: Michele Dolfi <dol@zurich.ibm.com>
2025-01-19 16:55:26 +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
Peter W. J. Staar
f7e1cbf629
docs: Example to translate documents (#739)
* added example to translate documents

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

* updated the mkdocs

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

* fix PR hooks

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>
2025-01-15 06:51:15 +01:00
Panos Vagenas
4fa8028bd8
docs: add LangChain docs (#717)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2025-01-09 14:12:05 +01:00
Panos Vagenas
2d24faecd9
docs: add integrations, revamp docs (#693)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2025-01-07 14:15:54 +01:00
m-newhauser
2b591f9872
docs: add Weaviate RAG recipe notebook (#451)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Co-authored-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2024-12-19 21:57:40 +01:00
Panos Vagenas
fc645ea531
docs: document Haystack & Vectara support (#628)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2024-12-19 13:33:02 +01:00
Panos Vagenas
3e599c7bbe
docs: add Haystack RAG example (#615)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2024-12-17 14:24:40 +01:00
Nikos Livathinos
19fad9261c
feat: Introduce support for GPU Accelerators (#593)
* 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>

* Rollback changes from main

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

* Update test gt

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

* Remove unused debug settings

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

* Review fixes

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

* Nail the accelerator defaults for MPS

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: Christoph Auer <cau@zurich.ibm.com>
Co-authored-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
2024-12-13 17:45:22 +01:00
Panos Vagenas
c8ecdd987e
feat: expose new hybrid chunker, update docs (#384)
Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
2024-12-09 08:28:29 +01:00