…konfuzio-sdk into bentoml-experiments

# Conflicts:
#	konfuzio_sdk/bento/extraction/rfextractionai_service.py
#	konfuzio_sdk/bento/extraction/utils.py
#	konfuzio_sdk/trainer/information_extraction.py

* Added: mlflow artifacts folders to gitignore, Added: convention to ignore files or folders that start with draft

* Added: mlflow artifacts and database to gitignore

* Added: MLflow tracking to TextualSplittingAI

* Added: handler for mlflow setup exceptions

* Changed: saving and logging steps, reformatting logged metrics in TextualSplittingAI

* Fixed: formatting of learning_rate before logging

* Added: mlflow==2.9.2 dependency

* Changed: report_to variable to none when mlflow is muted

* Added: mlflow to setup.py

* Added: mlflow to setup.py

* Added: mlflow to extras.py

* Added: tests for mlflow integration in TextualSplittingAI

* Changed: time usage to konfuzio get_timestamp method, Added: attributes to TextualFileSplittingModel linked to mlflow

* Added:tests for training TextualFileSplittingModel with Mlflow, Changed: tests for training TextualFileSplittingModel without Mlflow

* Removed: unnecessary block in tests

* Fix a bug where the only one AI model was being included in the Snapshot rather than all active AI's of the project.

* Only export AIs that have not yet been exported

* add index enumeration

…littingModel (#469)

* Added: description for TextualFileSplittingModel and MultimodalFileSplittingModel

* Added: TextualFileSplittingModel to API Reference section

* Added: docstrings to TextualFileSplittingModel to have clearer API Reference section

* Changed: links used in splitting ai models descriptions

* initial commit

* Changed: API version used for construction of endpoints' URLs

* Changed: tests affected by change of URLs

* Changed: usage of V3 API in several methods, affected tests

* Changed: URLs, API calls parsing & tests for projects, documents, annotations endpoints

* Changed: API calls to V3 instead of V1/V2 endpoints for Annotations and Documents

* Changed: data.py changes to support transitioning from v2 to v3 API

* Changed: All tests for api.py pass, data.py modifications to support changes in api.py

* Fixed: API tests no longer leave unremoved annotations

* Changed: data.py changes to support transitioning from v2 to v3 API

* Fixed: loading Categories, Labels and Label Sets

* Fixed: adding Labels to the Label Sets

* Fixed: broken tests after v3 upgrade

* Removed: hardcoded timeout

* Fixed: delete/patch on Annotations, explanatory comments

* Added: explanatory comments in data.py, update argument removal

* Fixed: broken tests

* Changed: pagination limit value in api.py

* Added: documentation on Annotation creation via api.py's methods

* Removed: unneeded if-else in metadata fetching

* Added: Documentation on adding Annotations in API v3

* Changed: API v3 Annotation creation tutorial - correct code examples, enumeration in tutorials page

* Fixed: tests dependent on project 458

* Fixed: broken and skipped tests

* Fixed: broken and skipped tests

* Fixed: referencing status

* Fixed: referencing status

* Fixed: referencing status

* Changed: structure of document-related json5 files

* Fixed: backward compatibility bug

* Fixed: test_api.py tests

* Fixed: Use correct session/host

* Fixed: use KONFUZIO_HOST if host is None

* Removed: irrelevant ToDos

* Added: documentation on how to change and delete annotations

* Changed: Move get request inside try block
Apparently, this line can trigger HTTPError already, so we move it inside the try block.

* Fixed: ruff format

---------

Co-authored-by: Giacomo Magnanini <gikappa@gmail.com>

…into bentoml-experiments

…konfuzio-sdk into bentoml-experiments

# Conflicts:
#	konfuzio_sdk/trainer/information_extraction.py

…konfuzio-sdk into bentoml-experiments

* Fixed: backward compatibility in Page class and documentation for tokenizers

* Changed: document construction, spans used in annotation from tutorial on how to create them

* Fixed: creation of document when it is not new nor updated

* Added: comments for changes to support backward compatibility, test for lines() method

* Update process.md

Updated the contribution guide.
There are still open questions and possible conflicts that have to be covered!

* Update process.md - final changes

Final changes

* Update process.md

Final Changes of the Contribution Guide

* Update process.md - proper DVUI branch name

Use main instead of master for the DVUI

* Changed: CLI parsing

* Addeded: Getting started colab

* Changed: removed colab cell outputs

* Changed: optional dependencies will return warning not error

* Changed: Command for konfuzio_sdk init

* Changed: documentation, Deleted: deepnote notebook

* Fixed: url in colab badge

* Fixed: typos

* Removed: obsolete test and import

* Changed: tests and cli returns

* Changed: tests

* Fixed: typos

* Changed: tests, Added: new tests

…ment name (#477)

* Added: quick start notebook

* Changed: notebook description

* Added: installation link and quick start notebook

* Changed: installation link

* Changed: installation link

* Changed: installation link

* Changed: notebooks readme

* Added: MLflow connection check using provided tracking URI and experiment name

* Added: MLflow check for experiment_name

* Changed: error log to warning log to avoid crashing unnecessarily

---------

Co-authored-by: zypriafl <zypriafl@web.de>

…os, schema to validate it and a test

* Fixed: KeyError on annotation deletion

* Fixed: Installation link for konfuzio_sdk

* Changed: Exeption as KeyError

…konfuzio-sdk into bentoml-experiments

* Changed: Test to incorporate additional key from APIv3

* Changed: Tests to incorporate additional key from APIv3

…ed: too long param descriptions that break rendering of the documentation