# Changelog

All notable changes to this project will be documented in this file.

The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

<!--
These are the section headers that we use:
* "Added" for new features.
* "Changed" for changes in existing functionality.
* "Deprecated" for soon-to-be removed features.
* "Removed" for now removed features.
* "Fixed" for any bug fixes.
* "Security" in case of vulnerabilities.
-->

## [Unreleased]()

### Added

- Added suggestion multi score attribute. ([#4730](https://github.com/argilla-io/argilla/pull/4730))
- Added order by suggestion first. ([#4731](https://github.com/argilla-io/argilla/pull/4731))
- Added multi selection entity dropdown for span annotation overlap. ([#4735](https://github.com/argilla-io/argilla/pull/4735))
- Added pre selection highlight for span annotation. ([#4726](https://github.com/argilla-io/argilla/pull/4726))
- Added banner when persistent storage is not enabled. ([#4744](https://github.com/argilla-io/argilla/pull/4744))
- Added support on Python SDK for new multi-label questions `labels_order` attribute. ([#4757](https://github.com/argilla-io/argilla/pull/4757))

### Changed

- Changed the way how Hugging Face space and user is showed in sign in. ([#4748](https://github.com/argilla-io/argilla/pull/4748))

### Fixed

- Fixed Korean character reversed. ([#4753](https://github.com/argilla-io/argilla/pull/4753))

## [1.27.0](https://github.com/argilla-io/argilla/compare/v1.26.1...v1.27.0)

### Added

- Added Allow overlap spans in the `FeedbackDataset`. ([#4668](https://github.com/argilla-io/argilla/pull/4668))
- Added `allow_overlapping` parameter for span questions. ([#4697](https://github.com/argilla-io/argilla/pull/4697))
- Added overall progress bar on `Datasets` table. ([#4696](https://github.com/argilla-io/argilla/pull/4696))
- Added German language translation. ([#4688](https://github.com/argilla-io/argilla/pull/4688))

### Changed

- New UI design for suggestions. ([#4682](https://github.com/argilla-io/argilla/pull/4682))

### Fixed

- Improve performance for more than 250 labels. ([#4702](https://github.com/argilla-io/argilla/pull/4702))

## [1.26.1](https://github.com/argilla-io/argilla/compare/v1.26.0...v1.26.1)

### Added

- Added support for automatic detection of RTL languages. ([#4686](https://github.com/argilla-io/argilla/pull/4686))

## [1.26.0](https://github.com/argilla-io/argilla/compare/v1.25.0...v1.26.0)

### Added

- If you expand the labels of a `single or multi` label Question, the state is maintained during the entire annotation process. ([#4630](https://github.com/argilla-io/argilla/pull/4630))
- Added support for span questions in the Python SDK. ([#4617](https://github.com/argilla-io/argilla/pull/4617))
- Added support for span values in suggestions and responses. ([#4623](https://github.com/argilla-io/argilla/pull/4623))
- Added `span` questions for `FeedbackDataset`. ([#4622](https://github.com/argilla-io/argilla/pull/4622))
- Added `ARGILLA_CACHE_DIR` environment variable to configure the client cache directory. ([#4509](https://github.com/argilla-io/argilla/pull/4509))

### Fixed

- Fixed contextualized workspaces. ([#4665](https://github.com/argilla-io/argilla/pull/4665))
- Fixed prepare for training when passing `RankingValueSchema` instances to suggestions. ([#4628](https://github.com/argilla-io/argilla/pull/4628))
- Fixed parsing ranking values in suggestions from HF datasets. ([#4629](https://github.com/argilla-io/argilla/pull/4629))
- Fixed reading description from API response payload. ([#4632](https://github.com/argilla-io/argilla/pull/4632))
- Fixed pulling (n\*chunk_size)+1 records when using `ds.pull` or iterating over the dataset. ([#4662](https://github.com/argilla-io/argilla/pull/4662))
- Fixed client's resolution of enum values when calling the Search and Metrics api, to support Python >=3.11 enum handling. ([#4672](https://github.com/argilla-io/argilla/pull/4672))

## [1.25.0](https://github.com/argilla-io/argilla/compare/v1.24.0...v1.25.0)

> [!NOTE]
> For changes in the argilla-server module, visit the argilla-server [release notes](https://github.com/argilla-io/argilla-server/releases/tag/v1.25.0)

### Added

- Reorder labels in `dataset settings page` for single/multi label questions ([#4598](https://github.com/argilla-io/argilla/pull/4598))
- Added pandas v2 support using the python SDK. ([#4600](https://github.com/argilla-io/argilla/pull/4600))

### Removed

- Removed `missing` response for status filter. Use `pending` instead. ([#4533](https://github.com/argilla-io/argilla/issues/4533))

### Fixed

- Fixed FloatMetadataProperty: value is not a valid float ([#4570](https://github.com/argilla-io/argilla/pull/4605))
- Fixed redirect to `user-settings` instead of 404 `user_settings` ([#4609](https://github.com/argilla-io/argilla/pull/4609))

## [1.24.0](https://github.com/argilla-io/argilla/compare/v1.23.0...v1.24.0)

> [!NOTE]
> This release does not contain any new features, but it includes a major change in the `argilla-server` dependency.
> The package is using the `argilla-server` dependency defined [here](https://github.com/argilla-io/argilla-server). ([#4537](https://github.com/argilla-io/argilla/pull/4537))

### Changed

- The package is using the `argilla-server` dependency defined [here](https://github.com/argilla-io/argilla-server). ([#4537](https://github.com/argilla-io/argilla/pull/4537))

## [1.23.1](https://github.com/argilla-io/argilla/compare/v1.23.0...v1.23.1)

### Fixed

- Fixed Responsive view for Feedback Datasets. ([#4579](https://github.com/argilla-io/argilla/pull/4579))

## [1.23.0](https://github.com/argilla-io/argilla/compare/v1.22.0...v1.23.0)

### Added

- Added bulk annotation by filter criteria. ([#4516](https://github.com/argilla-io/argilla/pull/4516))
- Automatically fetch new datasets on focus tab. ([#4514](https://github.com/argilla-io/argilla/pull/4514))
- API v1 responses returning `Record` schema now always include `dataset_id` as attribute. ([#4482](https://github.com/argilla-io/argilla/pull/4482))
- API v1 responses returning `Response` schema now always include `record_id` as attribute. ([#4482](https://github.com/argilla-io/argilla/pull/4482))
- API v1 responses returning `Question` schema now always include `dataset_id` attribute. ([#4487](https://github.com/argilla-io/argilla/pull/4487))
- API v1 responses returning `Field` schema now always include `dataset_id` attribute. ([#4488](https://github.com/argilla-io/argilla/pull/4488))
- API v1 responses returning `MetadataProperty` schema now always include `dataset_id` attribute. ([#4489](https://github.com/argilla-io/argilla/pull/4489))
- API v1 responses returning `VectorSettings` schema now always include `dataset_id` attribute. ([#4490](https://github.com/argilla-io/argilla/pull/4490))
- Added `pdf_to_html` function to `.html_utils` module that convert PDFs to dataURL to be able to render them in tha Argilla UI. ([#4481](https://github.com/argilla-io/argilla/issues/4481#issuecomment-1903695755))
- Added `ARGILLA_AUTH_SECRET_KEY` environment variable. ([#4539](https://github.com/argilla-io/argilla/pull/4539))
- Added `ARGILLA_AUTH_ALGORITHM` environment variable. ([#4539](https://github.com/argilla-io/argilla/pull/4539))
- Added `ARGILLA_AUTH_TOKEN_EXPIRATION` environment variable. ([#4539](https://github.com/argilla-io/argilla/pull/4539))
- Added `ARGILLA_AUTH_OAUTH_CFG` environment variable. ([#4546](https://github.com/argilla-io/argilla/pull/4546))
- Added OAuth2 support for HuggingFace Hub. ([#4546](https://github.com/argilla-io/argilla/pull/4546))

### Deprecated

- Deprecated `ARGILLA_LOCAL_AUTH_*` environment variables. Will be removed in the release v1.25.0. ([#4539](https://github.com/argilla-io/argilla/pull/4539))

### Changed

- Changed regex pattern for `username` attribute in `UserCreate`. Now uppercase letters are allowed. ([#4544](https://github.com/argilla-io/argilla/pull/4544))

### Removed

- Remove sending `Authorization` header from python SDK requests. ([#4535](https://github.com/argilla-io/argilla/pull/4535))

### Fixed

- Fixed keyboard shortcut for label questions. ([#4530](https://github.com/argilla-io/argilla/pull/4530))

## [1.22.0](https://github.com/argilla-io/argilla/compare/v1.21.0...v1.22.0)

### Added

- Added Bulk annotation support. ([#4333](https://github.com/argilla-io/argilla/pull/4333))
- Restore filters from feedback dataset settings. ([#4461])(https://github.com/argilla-io/argilla/pull/4461)
- Warning on feedback dataset settings when leaving page with unsaved changes. ([#4461](https://github.com/argilla-io/argilla/pull/4461))
- Added pydantic v2 support using the python SDK. ([#4459](https://github.com/argilla-io/argilla/pull/4459))
- Added `vector_settings` to the `__repr__` method of the `FeedbackDataset` and `RemoteFeedbackDataset`. ([#4454](https://github.com/argilla-io/argilla/pull/4454))
- Added integration for `sentence-transformers` using `SentenceTransformersExtractor` to configure `vector_settings` in `FeedbackDataset` and `FeedbackRecord`. ([#4454](https://github.com/argilla-io/argilla/pull/4454))

### Changed

- Module `argilla.cli.server` definitions have been moved to `argilla.server.cli` module. ([#4472](https://github.com/argilla-io/argilla/pull/4472))
- [breaking] Changed `vector_settings_by_name` for generic `property_by_name` usage, which will return `None` instead of raising an error. ([#4454](https://github.com/argilla-io/argilla/pull/4454))
- The constant definition `ES_INDEX_REGEX_PATTERN` in module `argilla._constants` is now private. ([#4472](https://github.com/argilla-io/argilla/pull/4474))
- `nan` values in metadata properties will raise a 422 error when creating/updating records. ([#4300](https://github.com/argilla-io/argilla/issues/4300))
- `None` values are now allowed in metadata properties. ([#4300](https://github.com/argilla-io/argilla/issues/4300))
- Refactor and add `width`, `height`, `autoplay` and `loop` attributes as optional args in `to_html` functions. ([#4481](https://github.com/argilla-io/argilla/issues/4481#issuecomment-1903695755))

### Fixed

- Paginating to a new record, automatically scrolls down to selected form area. ([#4333](https://github.com/argilla-io/argilla/pull/4333))

### Deprecated

- The `missing` response status for filtering records is deprecated and will be removed in the release v1.24.0. Use `pending` instead. ([#4433](https://github.com/argilla-io/argilla/pull/4433))

### Removed

- The deprecated `python -m argilla database` command has been removed. ([#4472](https://github.com/argilla-io/argilla/pull/4472))

## [1.21.0](https://github.com/argilla-io/argilla/compare/v1.20.0...v1.21.0)

### Added

- Added new draft queue for annotation view ([#4334](https://github.com/argilla-io/argilla/pull/4334))
- Added annotation metrics module for the `FeedbackDataset` (`argilla.client.feedback.metrics`). ([#4175](https://github.com/argilla-io/argilla/pull/4175)).
- Added strategy to handle and translate errors from the server for `401` HTTP status code` ([#4362](https://github.com/argilla-io/argilla/pull/4362))
- Added integration for `textdescriptives` using `TextDescriptivesExtractor` to configure `metadata_properties` in `FeedbackDataset` and `FeedbackRecord`. ([#4400](https://github.com/argilla-io/argilla/pull/4400)). Contributed by @m-newhauser
- Added `POST /api/v1/me/responses/bulk` endpoint to create responses in bulk for current user. ([#4380](https://github.com/argilla-io/argilla/pull/4380))
- Added list support for term metadata properties. (Closes [#4359](https://github.com/argilla-io/argilla/issues/4359))
- Added new CLI task to reindex datasets and records into the search engine. ([#4404](https://github.com/argilla-io/argilla/pull/4404))
- Added `httpx_extra_kwargs` argument to `rg.init` and `Argilla` to allow passing extra arguments to `httpx.Client` used by `Argilla`. ([#4440](https://github.com/argilla-io/argilla/pull/4441))
- Added `ResponseStatusFilter` enum in `__init__` imports of Argilla ([#4118](https://github.com/argilla-io/argilla/pull/4463)). Contributed by @Piyush-Kumar-Ghosh.

### Changed

- More productive and simpler shortcut system ([#4215](https://github.com/argilla-io/argilla/pull/4215))
- Move `ArgillaSingleton`, `init` and `active_client` to a new module `singleton`. ([#4347](https://github.com/argilla-io/argilla/pull/4347))
- Updated `argilla.load` functions to also work with `FeedbackDataset`s. ([#4347](https://github.com/argilla-io/argilla/pull/4347))
- [breaking] Updated `argilla.delete` functions to also work with `FeedbackDataset`s. It now raises an error if the dataset does not exist. ([#4347](https://github.com/argilla-io/argilla/pull/4347))
- Updated `argilla.list_datasets` functions to also work with `FeedbackDataset`s. ([#4347](https://github.com/argilla-io/argilla/pull/4347))

### Fixed

- Fixed error in `TextClassificationSettings.from_dict` method in which the `label_schema` created was a list of `dict` instead of a list of `str`. ([#4347](https://github.com/argilla-io/argilla/pull/4347))
- Fixed total records on pagination component ([#4424](https://github.com/argilla-io/argilla/pull/4424))

### Removed

- Removed `draft` auto save for annotation view ([#4334](https://github.com/argilla-io/argilla/pull/4334))

## [1.20.0](https://github.com/argilla-io/argilla/compare/v1.19.0...v1.20.0)

### Added

- Added `GET /api/v1/datasets/:dataset_id/records/search/suggestions/options` endpoint to return suggestion available options for searching. ([#4260](https://github.com/argilla-io/argilla/pull/4260))
- Added `metadata_properties` to the `__repr__` method of the `FeedbackDataset` and `RemoteFeedbackDataset`.([#4192](https://github.com/argilla-io/argilla/pull/4192)).
- Added `get_model_kwargs`, `get_trainer_kwargs`, `get_trainer_model`, `get_trainer_tokenizer` and `get_trainer` -methods to the `ArgillaTrainer` to improve interoperability across frameworks. ([#4214](https://github.com/argilla-io/argilla/pull/4214)).
- Added additional formatting checks to the `ArgillaTrainer` to allow for better interoperability of `defaults` and `formatting_func` usage. ([#4214](https://github.com/argilla-io/argilla/pull/4214)).
- Added a warning to the `update_config`-method of `ArgillaTrainer` to emphasize if the `kwargs` were updated correctly. ([#4214](https://github.com/argilla-io/argilla/pull/4214)).
- Added `argilla.client.feedback.utils` module with `html_utils` (this mainly includes `video/audio/image_to_html` that convert media to dataURL to be able to render them in tha Argilla UI and `create_token_highlights` to highlight tokens in a custom way. Both work on TextQuestion and TextField with use_markdown=True) and `assignments` (this mainly includes `assign_records` to assign records according to a number of annotators and records, an overlap and the shuffle option; and `assign_workspace` to assign and create if needed a workspace according to the record assignment). ([#4121](https://github.com/argilla-io/argilla/pull/4121))

### Fixed

- Fixed error in `ArgillaTrainer`, with numerical labels, using `RatingQuestion` instead of `RankingQuestion` ([#4171](https://github.com/argilla-io/argilla/pull/4171))
- Fixed error in `ArgillaTrainer`, now we can train for `extractive_question_answering` using a validation sample ([#4204](https://github.com/argilla-io/argilla/pull/4204))
- Fixed error in `ArgillaTrainer`, when training for `sentence-similarity` it didn't work with a list of values per record ([#4211](https://github.com/argilla-io/argilla/pull/4211))
- Fixed error in the unification strategy for `RankingQuestion` ([#4295](https://github.com/argilla-io/argilla/pull/4295))
- Fixed `TextClassificationSettings.labels_schema` order was not being preserved. Closes [#3828](https://github.com/argilla-io/argilla/issues/3828) ([#4332](https://github.com/argilla-io/argilla/pull/4332))
- Fixed error when requesting non-existing API endpoints. Closes [#4073](https://github.com/argilla-io/argilla/issues/4073) ([#4325](https://github.com/argilla-io/argilla/pull/4325))
- Fixed error when passing `draft` responses to create records endpoint. ([#4354](https://github.com/argilla-io/argilla/pull/4354))

### Changed

- [breaking] Suggestions `agent` field only accepts now some specific characters and a limited length. ([#4265](https://github.com/argilla-io/argilla/pull/4265))
- [breaking] Suggestions `score` field only accepts now float values in the range `0` to `1`. ([#4266](https://github.com/argilla-io/argilla/pull/4266))
- Updated `POST /api/v1/dataset/:dataset_id/records/search` endpoint to support optional `query` attribute. ([#4327](https://github.com/argilla-io/argilla/pull/4327))
- Updated `POST /api/v1/dataset/:dataset_id/records/search` endpoint to support `filter` and `sort` attributes. ([#4327](https://github.com/argilla-io/argilla/pull/4327))
- Updated `POST /api/v1/me/datasets/:dataset_id/records/search` endpoint to support optional `query` attribute. ([#4270](https://github.com/argilla-io/argilla/pull/4270))
- Updated `POST /api/v1/me/datasets/:dataset_id/records/search` endpoint to support `filter` and `sort` attributes. ([#4270](https://github.com/argilla-io/argilla/pull/4270))
- Changed the logging style while pulling and pushing `FeedbackDataset` to Argilla from `tqdm` style to `rich`. ([#4267](https://github.com/argilla-io/argilla/pull/4267)). Contributed by @zucchini-nlp.
- Updated `push_to_argilla` to print `repr` of the pushed `RemoteFeedbackDataset` after push and changed `show_progress` to True by default. ([#4223](https://github.com/argilla-io/argilla/pull/4223))
- Changed `models` and `tokenizer` for the `ArgillaTrainer` to explicitly allow for changing them when needed. ([#4214](https://github.com/argilla-io/argilla/pull/4214)).

## [1.19.0](https://github.com/argilla-io/argilla/compare/v1.18.0...v1.19.0)

### Added

- Added `POST /api/v1/datasets/:dataset_id/records/search` endpoint to search for records without user context, including responses by all users. ([#4143](https://github.com/argilla-io/argilla/pull/4143))
- Added `POST /api/v1/datasets/:dataset_id/vectors-settings` endpoint for creating vector settings for a dataset. ([#3776](https://github.com/argilla-io/argilla/pull/3776))
- Added `GET /api/v1/datasets/:dataset_id/vectors-settings` endpoint for listing the vectors settings for a dataset. ([#3776](https://github.com/argilla-io/argilla/pull/3776))
- Added `DELETE /api/v1/vectors-settings/:vector_settings_id` endpoint for deleting a vector settings. ([#3776](https://github.com/argilla-io/argilla/pull/3776))
- Added `PATCH /api/v1/vectors-settings/:vector_settings_id` endpoint for updating a vector settings. ([#4092](https://github.com/argilla-io/argilla/pull/4092))
- Added `GET /api/v1/records/:record_id` endpoint to get a specific record. ([#4039](https://github.com/argilla-io/argilla/pull/4039))
- Added support to include vectors for `GET /api/v1/datasets/:dataset_id/records` endpoint response using `include` query param. ([#4063](https://github.com/argilla-io/argilla/pull/4063))
- Added support to include vectors for `GET /api/v1/me/datasets/:dataset_id/records` endpoint response using `include` query param. ([#4063](https://github.com/argilla-io/argilla/pull/4063))
- Added support to include vectors for `POST /api/v1/me/datasets/:dataset_id/records/search` endpoint response using `include` query param. ([#4063](https://github.com/argilla-io/argilla/pull/4063))
- Added `show_progress` argument to `from_huggingface()` method to make the progress bar for parsing records process optional.([#4132](https://github.com/argilla-io/argilla/pull/4132)).
- Added a progress bar for parsing records process to `from_huggingface()` method with `trange` in `tqdm`.([#4132](https://github.com/argilla-io/argilla/pull/4132)).
- Added to sort by `inserted_at` or `updated_at` for datasets with no metadata. ([4147](https://github.com/argilla-io/argilla/pull/4147))
- Added `max_records` argument to `pull()` method for `RemoteFeedbackDataset`.([#4074](https://github.com/argilla-io/argilla/pull/4074))
- Added functionality to push your models to the Hugging Face hub with `ArgillaTrainer.push_to_huggingface` ([#3976](https://github.com/argilla-io/argilla/pull/3976)). Contributed by @Racso-3141.
- Added `filter_by` argument to `ArgillaTrainer` to filter by `response_status` ([#4120](https://github.com/argilla-io/argilla/pull/4120)).
- Added `sort_by` argument to `ArgillaTrainer` to sort by `metadata` ([#4120](https://github.com/argilla-io/argilla/pull/4120)).
- Added `max_records` argument to `ArgillaTrainer` to limit record used for training ([#4120](https://github.com/argilla-io/argilla/pull/4120)).
- Added `add_vector_settings` method to local and remote `FeedbackDataset`. ([#4055](https://github.com/argilla-io/argilla/pull/4055))
- Added `update_vectors_settings` method to local and remote `FeedbackDataset`. ([#4122](https://github.com/argilla-io/argilla/pull/4122))
- Added `delete_vectors_settings` method to local and remote `FeedbackDataset`. ([#4130](https://github.com/argilla-io/argilla/pull/4130))
- Added `vector_settings_by_name` method to local and remote `FeedbackDataset`. ([#4055](https://github.com/argilla-io/argilla/pull/4055))
- Added `find_similar_records` method to local and remote `FeedbackDataset`. ([#4023](https://github.com/argilla-io/argilla/pull/4023))
- Added `ARGILLA_SEARCH_ENGINE` environment variable to configure the search engine to use. ([#4019](https://github.com/argilla-io/argilla/pull/4019))

### Changed

- [breaking] Remove support for Elasticsearch < 8.5 and OpenSearch < 2.4. ([#4173](https://github.com/argilla-io/argilla/pull/4173))
- [breaking] Users working with OpenSearch engines must use version >=2.4 and set `ARGILLA_SEARCH_ENGINE=opensearch`. ([#4019](https://github.com/argilla-io/argilla/pull/4019) and [#4111](https://github.com/argilla-io/argilla/pull/4111))
- [breaking] Changed `FeedbackDataset.*_by_name()` methods to return `None` when no match is found ([#4101](https://github.com/argilla-io/argilla/pull/3976)).
- [breaking] `limit` query parameter for `GET /api/v1/datasets/:dataset_id/records` endpoint is now only accepting values greater or equal than `1` and less or equal than `1000`. ([#4143](https://github.com/argilla-io/argilla/pull/4143))
- [breaking] `limit` query parameter for `GET /api/v1/me/datasets/:dataset_id/records` endpoint is now only accepting values greater or equal than `1` and less or equal than `1000`. ([#4143](https://github.com/argilla-io/argilla/pull/4143))
- Update `GET /api/v1/datasets/:dataset_id/records` endpoint to fetch record using the search engine. ([#4142](https://github.com/argilla-io/argilla/pull/4142))
- Update `GET /api/v1/me/datasets/:dataset_id/records` endpoint to fetch record using the search engine. ([#4142](https://github.com/argilla-io/argilla/pull/4142))
- Update `POST /api/v1/datasets/:dataset_id/records` endpoint to allow to create records with `vectors` ([#4022](https://github.com/argilla-io/argilla/pull/4022))
- Update `PATCH /api/v1/datasets/:dataset_id` endpoint to allow updating `allow_extra_metadata` attribute. ([#4112](https://github.com/argilla-io/argilla/pull/4112))
- Update `PATCH /api/v1/datasets/:dataset_id/records` endpoint to allow to update records with `vectors`. ([#4062](https://github.com/argilla-io/argilla/pull/4062))
- Update `PATCH /api/v1/records/:record_id` endpoint to allow to update record with `vectors`. ([#4062](https://github.com/argilla-io/argilla/pull/4062))
- Update `POST /api/v1/me/datasets/:dataset_id/records/search` endpoint to allow to search records with vectors. ([#4019](https://github.com/argilla-io/argilla/pull/4019))
- Update `BaseElasticAndOpenSearchEngine.index_records` method to also index record vectors. ([#4062](https://github.com/argilla-io/argilla/pull/4062))
- Update `FeedbackDataset.__init__` to allow passing a list of vector settings. ([#4055](https://github.com/argilla-io/argilla/pull/4055))
- Update `FeedbackDataset.push_to_argilla` to also push vector settings. ([#4055](https://github.com/argilla-io/argilla/pull/4055))
- Update `FeedbackDatasetRecord` to support the creation of records with vectors. ([#4043](https://github.com/argilla-io/argilla/pull/4043))
- Using cosine similarity to compute similarity between vectors. ([#4124](https://github.com/argilla-io/argilla/pull/4124))

### Fixed

- Fixed svg images out of screen with too large images ([#4047](https://github.com/argilla-io/argilla/pull/4047))
- Fixed creating records with responses from multiple users. Closes [#3746](https://github.com/argilla-io/argilla/issues/3746) and [#3808](https://github.com/argilla-io/argilla/issues/3808) ([#4142](https://github.com/argilla-io/argilla/pull/4142))
- Fixed deleting or updating responses as an owner for annotators. (Commit [403a66d](https://github.com/argilla-io/argilla/commit/403a66d16d816fa8a62e3f76314ccc90e0073297))
- Fixed passing user_id when getting records by id. (Commit [98c7927](https://github.com/argilla-io/argilla/commit/98c792757a21da05bac89b7f625e7e5792ad59f9))
- Fixed non-basic tags serialized when pushing a dataset to the Hugging Face Hub. Closes [#4089](https://github.com/argilla-io/argilla/issues/4089) ([#4200](https://github.com/argilla-io/argilla/pull/4200))

## [1.18.0](https://github.com/argilla-io/argilla/compare/v1.17.0...v1.18.0)

### Added

- New `GET /api/v1/datasets/:dataset_id/metadata-properties` endpoint for listing dataset metadata properties. ([#3813](https://github.com/argilla-io/argilla/pull/3813))
- New `POST /api/v1/datasets/:dataset_id/metadata-properties` endpoint for creating dataset metadata properties. ([#3813](https://github.com/argilla-io/argilla/pull/3813))
- New `PATCH /api/v1/metadata-properties/:metadata_property_id` endpoint allowing the update of a specific metadata property. ([#3952](https://github.com/argilla-io/argilla/pull/3952))
- New `DELETE /api/v1/metadata-properties/:metadata_property_id` endpoint for deletion of a specific metadata property. ([#3911](https://github.com/argilla-io/argilla/pull/3911))
- New `GET /api/v1/metadata-properties/:metadata_property_id/metrics` endpoint to compute metrics for a specific metadata property. ([#3856](https://github.com/argilla-io/argilla/pull/3856))
- New `PATCH /api/v1/records/:record_id` endpoint to update a record. ([#3920](https://github.com/argilla-io/argilla/pull/3920))
- New `PATCH /api/v1/dataset/:dataset_id/records` endpoint to bulk update the records of a dataset. ([#3934](https://github.com/argilla-io/argilla/pull/3934))
- Missing validations to `PATCH /api/v1/questions/:question_id`. Now `title` and `description` are using the same validations used to create questions. ([#3967](https://github.com/argilla-io/argilla/pull/3967))
- Added `TermsMetadataProperty`, `IntegerMetadataProperty` and `FloatMetadataProperty` classes allowing to define metadata properties for a `FeedbackDataset`. ([#3818](https://github.com/argilla-io/argilla/pull/3818))
- Added `metadata_filters` to `filter_by` method in `RemoteFeedbackDataset` to filter based on metadata i.e. `TermsMetadataFilter`, `IntegerMetadataFilter`, and `FloatMetadataFilter`. ([#3834](https://github.com/argilla-io/argilla/pull/3834))
- Added a validation layer for both `metadata_properties` and `metadata_filters` in their schemas and as part of the `add_records` and `filter_by` methods, respectively. ([#3860](https://github.com/argilla-io/argilla/pull/3860))
- Added `sort_by` query parameter to listing records endpoints that allows to sort the records by `inserted_at`, `updated_at` or metadata property. ([#3843](https://github.com/argilla-io/argilla/pull/3843))
- Added `add_metadata_property` method to both `FeedbackDataset` and `RemoteFeedbackDataset` (i.e. `FeedbackDataset` in Argilla). ([#3900](https://github.com/argilla-io/argilla/pull/3900))
- Added fields `inserted_at` and `updated_at` in `RemoteResponseSchema`. ([#3822](https://github.com/argilla-io/argilla/pull/3822))
- Added support for `sort_by` for `RemoteFeedbackDataset` i.e. a `FeedbackDataset` uploaded to Argilla. ([#3925](https://github.com/argilla-io/argilla/pull/3925))
- Added `metadata_properties` support for both `push_to_huggingface` and `from_huggingface`. ([#3947](https://github.com/argilla-io/argilla/pull/3947))
- Add support for update records (`metadata`) from Python SDK. ([#3946](https://github.com/argilla-io/argilla/pull/3946))
- Added `delete_metadata_properties` method to delete metadata properties. ([#3932](https://github.com/argilla-io/argilla/pull/3932))
- Added `update_metadata_properties` method to update `metadata_properties`. ([#3961](https://github.com/argilla-io/argilla/pull/3961))
- Added automatic model card generation through `ArgillaTrainer.save` ([#3857](https://github.com/argilla-io/argilla/pull/3857))
- Added `FeedbackDataset` `TaskTemplateMixin` for pre-defined task templates. ([#3969](https://github.com/argilla-io/argilla/pull/3969))
- A maximum limit of 50 on the number of options a ranking question can accept. ([#3975](https://github.com/argilla-io/argilla/pull/3975))
- New `last_activity_at` field to `FeedbackDataset` exposing when the last activity for the associated dataset occurs. ([#3992](https://github.com/argilla-io/argilla/pull/3992))

### Changed

- `GET /api/v1/datasets/{dataset_id}/records`, `GET /api/v1/me/datasets/{dataset_id}/records` and `POST /api/v1/me/datasets/{dataset_id}/records/search` endpoints to return the `total` number of records. ([#3848](https://github.com/argilla-io/argilla/pull/3848), [#3903](https://github.com/argilla-io/argilla/pull/3903))
- Implemented `__len__` method for filtered datasets to return the number of records matching the provided filters. ([#3916](https://github.com/argilla-io/argilla/pull/3916))
- Increase the default max result window for Elasticsearch created for Feedback datasets. ([#3929](https://github.com/argilla-io/argilla/pull/))
- Force elastic index refresh after records creation. ([#3929](https://github.com/argilla-io/argilla/pull/))
- Validate metadata fields for filtering and sorting in the Python SDK. ([#3993](https://github.com/argilla-io/argilla/pull/3993))
- Using metadata property name instead of id for indexing data in search engine index. ([#3994](https://github.com/argilla-io/argilla/pull/3994))

### Fixed

- Fixed response schemas to allow `values` to be `None` i.e. when a record is discarded the `response.values` are set to `None`. ([#3926](https://github.com/argilla-io/argilla/pull/3926))

## [1.17.0](https://github.com/argilla-io/argilla/compare/v1.16.0...v1.17.0)

### Added

- Added fields `inserted_at` and `updated_at` in `RemoteResponseSchema` ([#3822](https://github.com/argilla-io/argilla/pull/3822)).
- Added automatic model card generation through `ArgillaTrainer.save` ([#3857](https://github.com/argilla-io/argilla/pull/3857)).
- Added task templates to the `FeedbackDataset` ([#3973](https://github.com/argilla-io/argilla/pull/3973)).

### Changed

- Updated `Dockerfile` to use multi stage build ([#3221](https://github.com/argilla-io/argilla/pull/3221) and [#3793](https://github.com/argilla-io/argilla/pull/3793)).
- Updated active learning for text classification notebooks to use the most recent small-text version ([#3831](https://github.com/argilla-io/argilla/pull/3831)).
- Changed argilla dataset name in the active learning for text classification notebooks to be consistent with the default names in the huggingface spaces ([#3831](https://github.com/argilla-io/argilla/pull/3831)).
- FeedbackDataset API methods have been aligned to be accessible through the several implementations ([#3937](https://github.com/argilla-io/argilla/pull/3937)).
- The `unify_responses` support for remote datasets ([#3937](https://github.com/argilla-io/argilla/pull/3937)).

### Fixed

- Fix field not shown in the order defined in the dataset settings. Closes [#3959](https://github.com/argilla-io/argilla/issues/3959) ([#3984](https://github.com/argilla-io/argilla/pull/3984))
- Updated active learning for text classification notebooks to pass ids of type int to `TextClassificationRecord` ([#3831](https://github.com/argilla-io/argilla/pull/3831)).
- Fixed record fields validation that was preventing from logging records with optional fields (i.e. `required=True`) when the field value was `None` ([#3846](https://github.com/argilla-io/argilla/pull/3846)).
- Always set `pretrained_model_name_or_path` attribute as string in `ArgillaTrainer` ([#3914](https://github.com/argilla-io/argilla/pull/3914)).
- The `inserted_at` and `updated_at` attributes are create using the `utcnow` factory to avoid unexpected race conditions on timestamp creation ([#3945](https://github.com/argilla-io/argilla/pull/3945))
- Fixed `configure_dataset_settings` when providing the workspace via the arg `workspace` ([#3887](https://github.com/argilla-io/argilla/pull/3887)).
- Fixed saving of models trained with `ArgillaTrainer` with a `peft_config` parameter ([#3795](https://github.com/argilla-io/argilla/pull/3795)).
- Fixed backwards compatibility on `from_huggingface` when loading a `FeedbackDataset` from the Hugging Face Hub that was previously dumped using another version of Argilla, starting at 1.8.0, when it was first introduced ([#3829](https://github.com/argilla-io/argilla/pull/3829)).
- Fixed wrong `__repr__` problem for `TrainingTask`. ([#3969](https://github.com/argilla-io/argilla/pull/3969))
- Fixed wrong key return error `prepare_for_training_with_*` for `TrainingTask`. ([#3969](https://github.com/argilla-io/argilla/pull/3969))

### Deprecated

- Function `rg.configure_dataset` is deprecated in favour of `rg.configure_dataset_settings`. The former will be removed in version 1.19.0

## [1.16.0](https://github.com/argilla-io/argilla/compare/v1.15.1...v1.16.0)

### Added

- Added `ArgillaTrainer` integration with sentence-transformers, allowing fine tuning for sentence similarity ([#3739](https://github.com/argilla-io/argilla/pull/3739))
- Added `ArgillaTrainer` integration with `TrainingTask.for_question_answering` ([#3740](https://github.com/argilla-io/argilla/pull/3740))
- Added `Auto save record` to save automatically the current record that you are working on ([#3541](https://github.com/argilla-io/argilla/pull/3541))
- Added `ArgillaTrainer` integration with OpenAI, allowing fine tuning for chat completion ([#3615](https://github.com/argilla-io/argilla/pull/3615))
- Added `workspaces list` command to list Argilla workspaces ([#3594](https://github.com/argilla-io/argilla/pull/3594)).
- Added `datasets list` command to list Argilla datasets ([#3658](https://github.com/argilla-io/argilla/pull/3658)).
- Added `users create` command to create users ([#3667](https://github.com/argilla-io/argilla/pull/3667)).
- Added `whoami` command to get current user ([#3673](https://github.com/argilla-io/argilla/pull/3673)).
- Added `users delete` command to delete users ([#3671](https://github.com/argilla-io/argilla/pull/3671)).
- Added `users list` command to list users ([#3688](https://github.com/argilla-io/argilla/pull/3688)).
- Added `workspaces delete-user` command to remove a user from a workspace ([#3699](https://github.com/argilla-io/argilla/pull/3699)).
- Added `datasets list` command to list Argilla datasets ([#3658](https://github.com/argilla-io/argilla/pull/3658)).
- Added `users create` command to create users ([#3667](https://github.com/argilla-io/argilla/pull/3667)).
- Added `users delete` command to delete users ([#3671](https://github.com/argilla-io/argilla/pull/3671)).
- Added `workspaces create` command to create an Argilla workspace ([#3676](https://github.com/argilla-io/argilla/pull/3676)).
- Added `datasets push-to-hub` command to push a `FeedbackDataset` from Argilla into the HuggingFace Hub ([#3685](https://github.com/argilla-io/argilla/pull/3685)).
- Added `info` command to get info about the used Argilla client and server ([#3707](https://github.com/argilla-io/argilla/pull/3707)).
- Added `datasets delete` command to delete a `FeedbackDataset` from Argilla ([#3703](https://github.com/argilla-io/argilla/pull/3703)).
- Added `created_at` and `updated_at` properties to `RemoteFeedbackDataset` and `FilteredRemoteFeedbackDataset` ([#3709](https://github.com/argilla-io/argilla/pull/3709)).
- Added handling `PermissionError` when executing a command with a logged in user with not enough permissions ([#3717](https://github.com/argilla-io/argilla/pull/3717)).
- Added `workspaces add-user` command to add a user to workspace ([#3712](https://github.com/argilla-io/argilla/pull/3712)).
- Added `workspace_id` param to `GET /api/v1/me/datasets` endpoint ([#3727](https://github.com/argilla-io/argilla/pull/3727)).
- Added `workspace_id` arg to `list_datasets` in the Python SDK ([#3727](https://github.com/argilla-io/argilla/pull/3727)).
- Added `argilla` script that allows to execute Argilla CLI using the `argilla` command ([#3730](https://github.com/argilla-io/argilla/pull/3730)).
- Added support for passing already initialized `model` and `tokenizer` instances to the `ArgillaTrainer` ([#3751](https://github.com/argilla-io/argilla/pull/3751))
- Added `server_info` function to check the Argilla server information (also accessible via `rg.server_info`) ([#3772](https://github.com/argilla-io/argilla/issues/3772)).

### Changed

- Move `database` commands under `server` group of commands ([#3710](https://github.com/argilla-io/argilla/pull/3710))
- `server` commands only included in the CLI app when `server` extra requirements are installed ([#3710](https://github.com/argilla-io/argilla/pull/3710)).
- Updated `PUT /api/v1/responses/{response_id}` to replace `values` stored with received `values` in request ([#3711](https://github.com/argilla-io/argilla/pull/3711)).
- Display a `UserWarning` when the `user_id` in `Workspace.add_user` and `Workspace.delete_user` is the ID of an user with the owner role as they don't require explicit permissions ([#3716](https://github.com/argilla-io/argilla/issues/3716)).
- Rename `tasks` sub-package to `cli` ([#3723](https://github.com/argilla-io/argilla/pull/3723)).
- Changed `argilla database` command in the CLI to now be accessed via `argilla server database`, to be deprecated in the upcoming release ([#3754](https://github.com/argilla-io/argilla/pull/3754)).
- Changed `visible_options` (of label and multi label selection questions) validation in the backend to check that the provided value is greater or equal than/to 3 and less or equal than/to the number of provided options ([#3773](https://github.com/argilla-io/argilla/pull/3773)).

### Fixed

- Fixed `remove user modification in text component on clear answers` ([#3775](https://github.com/argilla-io/argilla/pull/3775))
- Fixed `Highlight raw text field in dataset feedback task` ([#3731](https://github.com/argilla-io/argilla/pull/3731))
- Fixed `Field title too long` ([#3734](https://github.com/argilla-io/argilla/pull/3734))
- Fixed error messages when deleting a `DatasetForTextClassification` ([#3652](https://github.com/argilla-io/argilla/pull/3652))
- Fixed `Pending queue` pagination problems when during data annotation ([#3677](https://github.com/argilla-io/argilla/pull/3677))
- Fixed `visible_labels` default value to be 20 just when `visible_labels` not provided and `len(labels) > 20`, otherwise it will either be the provided `visible_labels` value or `None`, for `LabelQuestion` and `MultiLabelQuestion` ([#3702](https://github.com/argilla-io/argilla/pull/3702)).
- Fixed `DatasetCard` generation when `RemoteFeedbackDataset` contains suggestions ([#3718](https://github.com/argilla-io/argilla/pull/3718)).
- Add missing `draft` status in `ResponseSchema` as now there can be responses with `draft` status when annotating via the UI ([#3749](https://github.com/argilla-io/argilla/pull/3749)).
- Searches when queried words are distributed along the record fields ([#3759](https://github.com/argilla-io/argilla/pull/3759)).
- Fixed Python 3.11 compatibility issue with `/api/datasets` endpoints due to the `TaskType` enum replacement in the endpoint URL ([#3769](https://github.com/argilla-io/argilla/pull/3769)).
- Fixed `RankingValueSchema` and `FeedbackRankingValueModel` schemas to allow `rank=None` when `status=draft` ([#3781](https://github.com/argilla-io/argilla/pull/3781)).

## [1.15.1](https://github.com/argilla-io/argilla/compare/v1.15.0...v1.15.1)

### Fixed

- Fixed `Text component` text content sanitization behavior just for markdown to prevent disappear the text([#3738](https://github.com/argilla-io/argilla/pull/3738))
- Fixed `Text component` now you need to press Escape to exit the text area ([#3733](https://github.com/argilla-io/argilla/pull/3733))
- Fixed `SearchEngine` was creating the same number of primary shards and replica shards for each `FeedbackDataset` ([#3736](https://github.com/argilla-io/argilla/pull/3736)).

## [1.15.0](https://github.com/argilla-io/argilla/compare/v1.14.1...v1.15.0)

### Added

- Added `Enable to update guidelines and dataset settings for Feedback Datasets directly in the UI` ([#3489](https://github.com/argilla-io/argilla/pull/3489))
- Added `ArgillaTrainer` integration with TRL, allowing for easy supervised finetuning, reward modeling, direct preference optimization and proximal policy optimization ([#3467](https://github.com/argilla-io/argilla/pull/3467))
- Added `formatting_func` to `ArgillaTrainer` for `FeedbackDataset` datasets add a custom formatting for the data ([#3599](https://github.com/argilla-io/argilla/pull/3599)).
- Added `login` function in `argilla.client.login` to login into an Argilla server and store the credentials locally ([#3582](https://github.com/argilla-io/argilla/pull/3582)).
- Added `login` command to login into an Argilla server ([#3600](https://github.com/argilla-io/argilla/pull/3600)).
- Added `logout` command to logout from an Argilla server ([#3605](https://github.com/argilla-io/argilla/pull/3605)).
- Added `DELETE /api/v1/suggestions/{suggestion_id}` endpoint to delete a suggestion given its ID ([#3617](https://github.com/argilla-io/argilla/pull/3617)).
- Added `DELETE /api/v1/records/{record_id}/suggestions` endpoint to delete several suggestions linked to the same record given their IDs ([#3617](https://github.com/argilla-io/argilla/pull/3617)).
- Added `response_status` param to `GET /api/v1/datasets/{dataset_id}/records` to be able to filter by `response_status` as previously included for `GET /api/v1/me/datasets/{dataset_id}/records` ([#3613](https://github.com/argilla-io/argilla/pull/3613)).
- Added `list` classmethod to `ArgillaMixin` to be used as `FeedbackDataset.list()`, also including the `workspace` to list from as arg ([#3619](https://github.com/argilla-io/argilla/pull/3619)).
- Added `filter_by` method in `RemoteFeedbackDataset` to filter based on `response_status` ([#3610](https://github.com/argilla-io/argilla/pull/3610)).
- Added `list_workspaces` function (to be used as `rg.list_workspaces`, but `Workspace.list` is preferred) to list all the workspaces from an user in Argilla ([#3641](https://github.com/argilla-io/argilla/pull/3641)).
- Added `list_datasets` function (to be used as `rg.list_datasets`) to list the `TextClassification`, `TokenClassification`, and `Text2Text` datasets in Argilla ([#3638](https://github.com/argilla-io/argilla/pull/3638)).
- Added `RemoteSuggestionSchema` to manage suggestions in Argilla, including the `delete` method to delete suggestios from Argilla via `DELETE /api/v1/suggestions/{suggestion_id}` ([#3651](https://github.com/argilla-io/argilla/pull/3651)).
- Added `delete_suggestions` to `RemoteFeedbackRecord` to remove suggestions from Argilla via `DELETE /api/v1/records/{record_id}/suggestions` ([#3651](https://github.com/argilla-io/argilla/pull/3651)).

### Changed

- Changed `Optional label for * mark for required question` ([#3608](https://github.com/argilla-io/argilla/pull/3608))
- Updated `RemoteFeedbackDataset.delete_records` to use batch delete records endpoint ([#3580](https://github.com/argilla-io/argilla/pull/3580)).
- Included `allowed_for_roles` for some `RemoteFeedbackDataset`, `RemoteFeedbackRecords`, and `RemoteFeedbackRecord` methods that are only allowed for users with roles `owner` and `admin` ([#3601](https://github.com/argilla-io/argilla/pull/3601)).
- Renamed `ArgillaToFromMixin` to `ArgillaMixin` ([#3619](https://github.com/argilla-io/argilla/pull/3619)).
- Move `users` CLI app under `database` CLI app ([#3593](https://github.com/argilla-io/argilla/pull/3593)).
- Move server `Enum` classes to `argilla.server.enums` module ([#3620](https://github.com/argilla-io/argilla/pull/3620)).

### Fixed

- Fixed `Filter by workspace in breadcrumbs` ([#3577](https://github.com/argilla-io/argilla/pull/3577))
- Fixed `Filter by workspace in datasets table` ([#3604](https://github.com/argilla-io/argilla/pull/3604))
- Fixed `Query search highlight` for Text2Text and TextClassification ([#3621](https://github.com/argilla-io/argilla/pull/3621))
- Fixed `RatingQuestion.values` validation to raise a `ValidationError` when values are out of range i.e. [1, 10] ([#3626](https://github.com/argilla-io/argilla/pull/3626)).

### Removed

- Removed `multi_task_text_token_classification` from `TaskType` as not used ([#3640](https://github.com/argilla-io/argilla/pull/3640)).
- Removed `argilla_id` in favor of `id` from `RemoteFeedbackDataset` ([#3663](https://github.com/argilla-io/argilla/pull/3663)).
- Removed `fetch_records` from `RemoteFeedbackDataset` as now the records are lazily fetched from Argilla ([#3663](https://github.com/argilla-io/argilla/pull/3663)).
- Removed `push_to_argilla` from `RemoteFeedbackDataset`, as it just works when calling it through a `FeedbackDataset` locally, as now the updates of the remote datasets are automatically pushed to Argilla ([#3663](https://github.com/argilla-io/argilla/pull/3663)).
- Removed `set_suggestions` in favor of `update(suggestions=...)` for both `FeedbackRecord` and `RemoteFeedbackRecord`, as all the updates of any "updateable" attribute of a record will go through `update` instead ([#3663](https://github.com/argilla-io/argilla/pull/3663)).
- Remove unused `owner` attribute for client Dataset data model ([#3665](https://github.com/argilla-io/argilla/pull/3665))

## [1.14.1](https://github.com/argilla-io/argilla/compare/v1.14.0...v1.14.1)

### Fixed

- Fixed PostgreSQL database not being updated after `begin_nested` because of missing `commit` ([#3567](https://github.com/argilla-io/argilla/pull/3567)).

### Fixed

- Fixed `settings` could not be provided when updating a `rating` or `ranking` question ([#3552](https://github.com/argilla-io/argilla/pull/3552)).

## [1.14.0](https://github.com/argilla-io/argilla/compare/v1.13.3...v1.14.0)

### Added

- Added `PATCH /api/v1/fields/{field_id}` endpoint to update the field title and markdown settings ([#3421](https://github.com/argilla-io/argilla/pull/3421)).
- Added `PATCH /api/v1/datasets/{dataset_id}` endpoint to update dataset name and guidelines ([#3402](https://github.com/argilla-io/argilla/pull/3402)).
- Added `PATCH /api/v1/questions/{question_id}` endpoint to update question title, description and some settings (depending on the type of question) ([#3477](https://github.com/argilla-io/argilla/pull/3477)).
- Added `DELETE /api/v1/records/{record_id}` endpoint to remove a record given its ID ([#3337](https://github.com/argilla-io/argilla/pull/3337)).
- Added `pull` method in `RemoteFeedbackDataset` (a `FeedbackDataset` pushed to Argilla) to pull all the records from it and return it as a local copy as a `FeedbackDataset` ([#3465](https://github.com/argilla-io/argilla/pull/3465)).
- Added `delete` method in `RemoteFeedbackDataset` (a `FeedbackDataset` pushed to Argilla) ([#3512](https://github.com/argilla-io/argilla/pull/3512)).
- Added `delete_records` method in `RemoteFeedbackDataset`, and `delete` method in `RemoteFeedbackRecord` to delete records from Argilla ([#3526](https://github.com/argilla-io/argilla/pull/3526)).

### Changed

- Improved efficiency of weak labeling when dataset contains vectors ([#3444](https://github.com/argilla-io/argilla/pull/3444)).
- Added `ArgillaDatasetMixin` to detach the Argilla-related functionality from the `FeedbackDataset` ([#3427](https://github.com/argilla-io/argilla/pull/3427))
- Moved `FeedbackDataset`-related `pydantic.BaseModel` schemas to `argilla.client.feedback.schemas` instead, to be better structured and more scalable and maintainable ([#3427](https://github.com/argilla-io/argilla/pull/3427))
- Update CLI to use database async connection ([#3450](https://github.com/argilla-io/argilla/pull/3450)).
- Limit rating questions values to the positive range [1, 10] ([#3451](https://github.com/argilla-io/argilla/issues/3451)).
- Updated `POST /api/users` endpoint to be able to provide a list of workspace names to which the user should be linked to ([#3462](https://github.com/argilla-io/argilla/pull/3462)).
- Updated Python client `User.create` method to be able to provide a list of workspace names to which the user should be linked to ([#3462](https://github.com/argilla-io/argilla/pull/3462)).
- Updated `GET /api/v1/me/datasets/{dataset_id}/records` endpoint to allow getting records matching one of the response statuses provided via query param ([#3359](https://github.com/argilla-io/argilla/pull/3359)).
- Updated `POST /api/v1/me/datasets/{dataset_id}/records` endpoint to allow searching records matching one of the response statuses provided via query param ([#3359](https://github.com/argilla-io/argilla/pull/3359)).
- Updated `SearchEngine.search` method to allow searching records matching one of the response statuses provided ([#3359](https://github.com/argilla-io/argilla/pull/3359)).
- After calling `FeedbackDataset.push_to_argilla`, the methods `FeedbackDataset.add_records` and `FeedbackRecord.set_suggestions` will automatically call Argilla with no need of calling `push_to_argilla` explicitly ([#3465](https://github.com/argilla-io/argilla/pull/3465)).
- Now calling `FeedbackDataset.push_to_huggingface` dumps the `responses` as a `List[Dict[str, Any]]` instead of `Sequence` to make it more readable via 🤗`datasets` ([#3539](https://github.com/argilla-io/argilla/pull/3539)).

### Fixed

- Fixed issue with `bool` values and `default` from Jinja2 while generating the HuggingFace `DatasetCard` from `argilla_template.md` ([#3499](https://github.com/argilla-io/argilla/pull/3499)).
- Fixed `DatasetConfig.from_yaml` which was failing when calling `FeedbackDataset.from_huggingface` as the UUIDs cannot be deserialized automatically by `PyYAML`, so UUIDs are neither dumped nor loaded anymore ([#3502](https://github.com/argilla-io/argilla/pull/3502)).
- Fixed an issue that didn't allow the Argilla server to work behind a proxy ([#3543](https://github.com/argilla-io/argilla/pull/3543)).
- `TextClassificationSettings` and `TokenClassificationSettings` labels are properly parsed to strings both in the Python client and in the backend endpoint ([#3495](https://github.com/argilla-io/argilla/issues/3495)).
- Fixed `PUT /api/v1/datasets/{dataset_id}/publish` to check whether at least one field and question has `required=True` ([#3511](https://github.com/argilla-io/argilla/pull/3511)).
- Fixed `FeedbackDataset.from_huggingface` as `suggestions` were being lost when there were no `responses` ([#3539](https://github.com/argilla-io/argilla/pull/3539)).
- Fixed `QuestionSchema` and `FieldSchema` not validating `name` attribute ([#3550](https://github.com/argilla-io/argilla/pull/3550)).

### Deprecated

- After calling `FeedbackDataset.push_to_argilla`, calling `push_to_argilla` again won't do anything since the dataset is already pushed to Argilla ([#3465](https://github.com/argilla-io/argilla/pull/3465)).
- After calling `FeedbackDataset.push_to_argilla`, calling `fetch_records` won't do anything since the records are lazily fetched from Argilla ([#3465](https://github.com/argilla-io/argilla/pull/3465)).
- After calling `FeedbackDataset.push_to_argilla`, the Argilla ID is no longer stored in the attribute/property `argilla_id` but in `id` instead ([#3465](https://github.com/argilla-io/argilla/pull/3465)).

## [1.13.3](https://github.com/argilla-io/argilla/compare/v1.13.2...v1.13.3)

### Fixed

- Fixed `ModuleNotFoundError` caused because the `argilla.utils.telemetry` module used in the `ArgillaTrainer` was importing an optional dependency not installed by default ([#3471](https://github.com/argilla-io/argilla/pull/3471)).
- Fixed `ImportError` caused because the `argilla.client.feedback.config` module was importing `pyyaml` optional dependency not installed by default ([#3471](https://github.com/argilla-io/argilla/pull/3471)).

## [1.13.2](https://github.com/argilla-io/argilla/compare/v1.13.1...v1.13.2)

### Fixed

- The `suggestion_type_enum` ENUM data type created in PostgreSQL didn't have any value ([#3445](https://github.com/argilla-io/argilla/pull/3445)).

## [1.13.1](https://github.com/argilla-io/argilla/compare/v1.13.0...v1.13.1)

### Fixed

- Fix database migration for PostgreSQL (See [#3438](https://github.com/argilla-io/argilla/pull/3438))

## [1.13.0](https://github.com/argilla-io/argilla/compare/v1.12.1...v1.13.0)

### Added

- Added `GET /api/v1/users/{user_id}/workspaces` endpoint to list the workspaces to which a user belongs ([#3308](https://github.com/argilla-io/argilla/pull/3308) and [#3343](https://github.com/argilla-io/argilla/pull/3343)).
- Added `HuggingFaceDatasetMixin` for internal usage, to detach the `FeedbackDataset` integrations from the class itself, and use Mixins instead ([#3326](https://github.com/argilla-io/argilla/pull/3326)).
- Added `GET /api/v1/records/{record_id}/suggestions` API endpoint to get the list of suggestions for the responses associated to a record ([#3304](https://github.com/argilla-io/argilla/pull/3304)).
- Added `POST /api/v1/records/{record_id}/suggestions` API endpoint to create a suggestion for a response associated to a record ([#3304](https://github.com/argilla-io/argilla/pull/3304)).
- Added support for `RankingQuestionStrategy`, `RankingQuestionUnification` and the `.for_text_classification` method for the `TrainingTaskMapping` ([#3364](https://github.com/argilla-io/argilla/pull/3364))
- Added `PUT /api/v1/records/{record_id}/suggestions` API endpoint to create or update a suggestion for a response associated to a record ([#3304](https://github.com/argilla-io/argilla/pull/3304) & [3391](https://github.com/argilla-io/argilla/pull/3391)).
- Added `suggestions` attribute to `FeedbackRecord`, and allow adding and retrieving suggestions from the Python client ([#3370](https://github.com/argilla-io/argilla/pull/3370))
- Added `allowed_for_roles` Python decorator to check whether the current user has the required role to access the decorated function/method for `User` and `Workspace` ([#3383](https://github.com/argilla-io/argilla/pull/3383))
- Added API and Python Client support for workspace deletion (Closes [#3260](https://github.com/argilla-io/argilla/issues/3260))
- Added `GET /api/v1/me/workspaces` endpoint to list the workspaces of the current active user ([#3390](https://github.com/argilla-io/argilla/pull/3390))

### Changed

- Updated output payload for `GET /api/v1/datasets/{dataset_id}/records`, `GET /api/v1/me/datasets/{dataset_id}/records`, `POST /api/v1/me/datasets/{dataset_id}/records/search` endpoints to include the suggestions of the records based on the value of the `include` query parameter ([#3304](https://github.com/argilla-io/argilla/pull/3304)).
- Updated `POST /api/v1/datasets/{dataset_id}/records` input payload to add suggestions ([#3304](https://github.com/argilla-io/argilla/pull/3304)).
- The `POST /api/datasets/:dataset-id/:task/bulk` endpoints don't create the dataset if does not exists (Closes [#3244](https://github.com/argilla-io/argilla/issues/3244))
- Added Telemetry support for `ArgillaTrainer` (closes [#3325](https://github.com/argilla-io/argilla/issues/3325))
- `User.workspaces` is no longer an attribute but a property, and is calling `list_user_workspaces` to list all the workspace names for a given user ID ([#3334](https://github.com/argilla-io/argilla/pull/3334))
- Renamed `FeedbackDatasetConfig` to `DatasetConfig` and export/import from YAML as default instead of JSON (just used internally on `push_to_huggingface` and `from_huggingface` methods of `FeedbackDataset`) ([#3326](https://github.com/argilla-io/argilla/pull/3326)).
- The protected metadata fields support other than textual info - existing datasets must be reindex. See [docs](https://docs.argilla.io/en/latest/getting_started/installation/configurations/database_migrations.html#elasticsearch) for more detail (Closes [#3332](https://github.com/argilla-io/argilla/issues/3332)).
- Updated `Dockerfile` parent image from `python:3.9.16-slim` to `python:3.10.12-slim` ([#3425](https://github.com/argilla-io/argilla/pull/3425)).
- Updated `quickstart.Dockerfile` parent image from `elasticsearch:8.5.3` to `argilla/argilla-server:${ARGILLA_VERSION}` ([#3425](https://github.com/argilla-io/argilla/pull/3425)).

### Removed

- Removed support to non-prefixed environment variables. All valid env vars start with `ARGILLA_` (See [#3392](https://github.com/argilla-io/argilla/pull/3392)).

### Fixed

- Fixed `GET /api/v1/me/datasets/{dataset_id}/records` endpoint returning always the responses for the records even if `responses` was not provided via the `include` query parameter ([#3304](https://github.com/argilla-io/argilla/pull/3304)).
- Values for protected metadata fields are not truncated (Closes [#3331](https://github.com/argilla-io/argilla/issues/3331)).
- Big number ids are properly rendered in UI (Closes [#3265](https://github.com/argilla-io/argilla/issues/3265))
- Fixed `ArgillaDatasetCard` to include the values/labels for all the existing questions ([#3366](https://github.com/argilla-io/argilla/pull/3265))

### Deprecated

- Integer support for record id in text classification, token classification and text2text datasets.

## [1.12.1](https://github.com/argilla-io/argilla/compare/v1.12.0...v1.12.1)

### Fixed

- Using `rg.init` with default `argilla` user skips setting the default workspace if not available. (Closes [#3340](https://github.com/argilla-io/argilla/issues/3340))
- Resolved wrong import structure for `ArgillaTrainer` and `TrainingTaskMapping` (Closes [#3345](https://github.com/argilla-io/argilla/issues/3345))
- Pin pydantic dependency to version < 2 (Closes [3348](https://github.com/argilla-io/argilla/issues/3348))

## [1.12.0](https://github.com/argilla-io/argilla/compare/v1.11.0...v1.12.0)

### Added

- Added `RankingQuestionSettings` class allowing to create ranking questions in the API using `POST /api/v1/datasets/{dataset_id}/questions` endpoint ([#3232](https://github.com/argilla-io/argilla/pull/3232))
- Added `RankingQuestion` in the Python client to create ranking questions ([#3275](https://github.com/argilla-io/argilla/issues/3275)).
- Added `Ranking` component in feedback task question form ([#3177](https://github.com/argilla-io/argilla/pull/3177) & [#3246](https://github.com/argilla-io/argilla/pull/3246)).
- Added `FeedbackDataset.prepare_for_training` method for generaring a framework-specific dataset with the responses provided for `RatingQuestion`, `LabelQuestion` and `MultiLabelQuestion` ([#3151](https://github.com/argilla-io/argilla/pull/3151)).
- Added `ArgillaSpaCyTransformersTrainer` class for supporting the training with `spacy-transformers` ([#3256](https://github.com/argilla-io/argilla/pull/3256)).

#### Docs

- Added instructions for how to run the Argilla frontend in the developer docs ([#3314](https://github.com/argilla-io/argilla/pull/3314)).

### Changed

- All docker related files have been moved into the `docker` folder ([#3053](https://github.com/argilla-io/argilla/pull/3053)).
- `release.Dockerfile` have been renamed to `Dockerfile` ([#3133](https://github.com/argilla-io/argilla/pull/3133)).
- Updated `rg.load` function to raise a `ValueError` with a explanatory message for the cases in which the user tries to use the function to load a `FeedbackDataset` ([#3289](https://github.com/argilla-io/argilla/pull/3289)).
- Updated `ArgillaSpaCyTrainer` to allow re-using `tok2vec` ([#3256](https://github.com/argilla-io/argilla/pull/3256)).

### Fixed

- Check available workspaces on Argilla on `rg.set_workspace` (Closes [#3262](https://github.com/argilla-io/argilla/issues/3262))

## [1.11.0](https://github.com/argilla-io/argilla/compare/v1.10.0...v1.11.0)

### Fixed

- Replaced `np.float` alias by `float` to avoid `AttributeError` when using `find_label_errors` function with `numpy>=1.24.0` ([#3214](https://github.com/argilla-io/argilla/pull/3214)).
- Fixed `format_as("datasets")` when no responses or optional respones in `FeedbackRecord`, to set their value to what 🤗 Datasets expects instead of just `None` ([#3224](https://github.com/argilla-io/argilla/pull/3224)).
- Fixed `push_to_huggingface()` when `generate_card=True` (default behaviour), as we were passing a sample record to the `ArgillaDatasetCard` class, and `UUID`s introduced in 1.10.0 ([#3192](https://github.com/argilla-io/argilla/pull/3192)), are not JSON-serializable ([#3231](https://github.com/argilla-io/argilla/pull/3231)).
- Fixed `from_argilla` and `push_to_argilla` to ensure consistency on both field and question re-construction, and to ensure `UUID`s are properly serialized as `str`, respectively ([#3234](https://github.com/argilla-io/argilla/pull/3234)).
- Refactored usage of `import argilla as rg` to clarify package navigation ([#3279](https://github.com/argilla-io/argilla/pull/3279)).

#### Docs

- Fixed URLs in Weak Supervision with Sentence Tranformers tutorial [#3243](https://github.com/argilla-io/argilla/pull/3243).
- Fixed library buttons' formatting on Tutorials page ([#3255](https://github.com/argilla-io/argilla/pull/3255)).
- Modified styling of error code outputs in notebooks ([#3270](https://github.com/argilla-io/argilla/pull/3270)).
- Added ElasticSearch and OpenSearch versions ([#3280](https://github.com/argilla-io/argilla/pull/3280)).
- Removed template notebook from table of contents ([#3271](https://github.com/argilla-io/argilla/pull/3271)).
- Fixed tutorials with `pip install argilla` to not use older versions of the package ([#3282](https://github.com/argilla-io/argilla/pull/3282)).

### Added

- Added `metadata` attribute to the `Record` of the `FeedbackDataset` ([#3194](https://github.com/argilla-io/argilla/pull/3194))
- New `users update` command to update the role for an existing user ([#3188](https://github.com/argilla-io/argilla/pull/3188))
- New `Workspace` class to allow users manage their Argilla workspaces and the users assigned to those workspaces via the Python client ([#3180](https://github.com/argilla-io/argilla/pull/3180))
- Added `User` class to let users manage their Argilla users via the Python client ([#3169](https://github.com/argilla-io/argilla/pull/3169)).
- Added an option to display `tqdm` progress bar to `FeedbackDataset.push_to_argilla` when looping over the records to upload ([#3233](https://github.com/argilla-io/argilla/pull/3233)).

### Changed

- The role system now support three different roles `owner`, `admin` and `annotator` ([#3104](https://github.com/argilla-io/argilla/pull/3104))
- `admin` role is scoped to workspace-level operations ([#3115](https://github.com/argilla-io/argilla/pull/3115))
- The `owner` user is created among the default pool of users in the quickstart, and the default user in the server has now `owner` role ([#3248](https://github.com/argilla-io/argilla/pull/3248)), reverting ([#3188](https://github.com/argilla-io/argilla/pull/3188)).

### Deprecated

- As of Python 3.7 end-of-life (EOL) on 2023-06-27, Argilla will no longer support Python 3.7 ([#3188](https://github.com/argilla-io/argilla/pull/33188)). More information at https://peps.python.org/pep-0537/

## [1.10.0](https://github.com/argilla-io/argilla/compare/v1.9.0...v1.10.0)

### Added

- Added search component for feedback datasets ([#3138](https://github.com/argilla-io/argilla/pull/3138))
- Added markdown support for feedback dataset guidelines ([#3153](https://github.com/argilla-io/argilla/pull/3153))
- Added Train button for feedback datasets ([#3170](https://github.com/argilla-io/argilla/pull/3170))

### Changed

- Updated `SearchEngine` and `POST /api/v1/me/datasets/{dataset_id}/records/search` to return the `total` number of records matching the search query ([#3166](https://github.com/argilla-io/argilla/pull/3166))

### Fixed

- Replaced Enum for string value in URLs for client API calls (Closes [#3149](https://github.com/argilla-io/argilla/issues/3149))
- Resolve breaking issue with `ArgillaSpanMarkerTrainer` for Named Entity Recognition with `span_marker` v1.1.x onwards.
- Move `ArgillaDatasetCard` import under `@requires_version` decorator, so that the `ImportError` on `huggingface_hub` is handled properly ([#3174](https://github.com/argilla-io/argilla/pull/3174))
- Allow flow `FeedbackDataset.from_argilla` -> `FeedbackDataset.push_to_argilla` under different dataset names and/or workspaces ([#3192](https://github.com/argilla-io/argilla/issues/3192))

#### Docs

- Resolved typos in the docs ([#3240](https://github.com/argilla-io/argilla/pull/3240)).
- Fixed mention of master branch ([#3254](https://github.com/argilla-io/argilla/pull/3254)).

## [1.9.0](https://github.com/argilla-io/argilla/compare/v1.8.0...v1.9.0)

### Added

- Added boolean `use_markdown` property to `TextFieldSettings` model.
- Added boolean `use_markdown` property to `TextQuestionSettings` model.
- Added new status `draft` for the `Response` model.
- Added `LabelSelectionQuestionSettings` class allowing to create label selection (single-choice) questions in the API ([#3005](https://github.com/argilla-io/argilla/pull/3005))
- Added `MultiLabelSelectionQuestionSettings` class allowing to create multi-label selection (multi-choice) questions in the API ([#3010](https://github.com/argilla-io/argilla/pull/3010)).
- Added `POST /api/v1/me/datasets/{dataset_id}/records/search` endpoint ([#3068](https://github.com/argilla-io/argilla/pull/3068)).
- Added new components in feedback task Question form: MultiLabel ([#3064](https://github.com/argilla-io/argilla/pull/3064)) and SingleLabel ([#3016](https://github.com/argilla-io/argilla/pull/3016)).
- Added docstrings to the `pydantic.BaseModel`s defined at `argilla/client/feedback/schemas.py` ([#3137](https://github.com/argilla-io/argilla/pull/3137))
- Added the information about executing tests in the developer documentation ([#3143]).

### Changed

- Updated `GET /api/v1/me/datasets/:dataset_id/metrics` output payload to include the count of responses with `draft` status.
- Added `LabelSelectionQuestionSettings` class allowing to create label selection (single-choice) questions in the API.
- Added `MultiLabelSelectionQuestionSettings` class allowing to create multi-label selection (multi-choice) questions in the API.
- Database setup for unit tests. Now the unit tests use a different database than the one used by the local Argilla server (Closes [#2987](https://github.com/argilla-io/argilla/issues/2987)).
- Updated `alembic` setup to be able to autogenerate revision/migration scripts using SQLAlchemy metadata from Argilla server models ([#3044](https://github.com/argilla-io/argilla/pull/3044))
- Improved `DatasetCard` generation on `FeedbackDataset.push_to_huggingface` when `generate_card=True`, following the official HuggingFace Hub template, but suited to `FeedbackDataset`s from Argilla ([#3110](https://github.com/argilla-io/argilla/pull/3100))

### Fixed

- Disallow `fields` and `questions` in `FeedbackDataset` with the same name ([#3126]).
- Fixed broken links in the documentation and updated the development branch name from `development` to `develop` ([#3145]).

[#3126]: https://github.com/argilla-io/argilla/pull/3126

## [1.8.0](https://github.com/argilla-io/argilla/compare/v1.7.0...v1.8.0)

### Added

- `/api/v1/datasets` new endpoint to list and create datasets ([#2615]).
- `/api/v1/datasets/{dataset_id}` new endpoint to get and delete datasets ([#2615]).
- `/api/v1/datasets/{dataset_id}/publish` new endpoint to publish a dataset ([#2615]).
- `/api/v1/datasets/{dataset_id}/questions` new endpoint to list and create dataset questions ([#2615])
- `/api/v1/datasets/{dataset_id}/fields` new endpoint to list and create dataset fields ([#2615])
- `/api/v1/datasets/{dataset_id}/questions/{question_id}` new endpoint to delete a dataset questions ([#2615])
- `/api/v1/datasets/{dataset_id}/fields/{field_id}` new endpoint to delete a dataset field ([#2615])
- `/api/v1/workspaces/{workspace_id}` new endpoint to get workspaces by id ([#2615])
- `/api/v1/responses/{response_id}` new endpoint to update and delete a response ([#2615])
- `/api/v1/datasets/{dataset_id}/records` new endpoint to create and list dataset records ([#2615])
- `/api/v1/me/datasets` new endpoint to list user visible datasets ([#2615])
- `/api/v1/me/dataset/{dataset_id}/records` new endpoint to list dataset records with user responses ([#2615])
- `/api/v1/me/datasets/{dataset_id}/metrics` new endpoint to get the dataset user metrics ([#2615])
- `/api/v1/me/records/{record_id}/responses` new endpoint to create record user responses ([#2615])
- showing new feedback task datasets in datasets list ([#2719])
- new page for feedback task ([#2680])
- show feedback task metrics ([#2822])
- user can delete dataset in dataset settings page ([#2792])
- Support for `FeedbackDataset` in Python client (parent PR [#2615], and nested PRs: [#2949], [#2827], [#2943], [#2945], [#2962], and [#3003])
- Integration with the HuggingFace Hub ([#2949])
- Added `ArgillaPeftTrainer` for text and token classificaiton [#2854](https://github.com/argilla-io/argilla/issues/2854)
- Added `predict_proba()` method to `ArgillaSetFitTrainer`
- Added `ArgillaAutoTrainTrainer` for Text Classification [#2664](https://github.com/argilla-io/argilla/issues/2664)
- New `database revisions` command showing database revisions info

[#2615]: https://github.com/argilla-io/argilla/issues/2615

### Fixes

- Avoid rendering html for invalid html strings in Text2text ([#2911]https://github.com/argilla-io/argilla/issues/2911)

### Changed

- The `database migrate` command accepts a `--revision` param to provide specific revision id
- `tokens_length` metrics function returns empty data ([#3045])
- `token_length` metrics function returns empty data ([#3045])
- `mention_length` metrics function returns empty data ([#3045])
- `entity_density` metrics function returns empty data ([#3045])

### Deprecated

- Using Argilla with Python 3.7 runtime is deprecated and support will be removed from version 1.11.0 ([#2902](https://github.com/argilla-io/argilla/issues/2902))
- `tokens_length` metrics function has been deprecated and will be removed in 1.10.0 ([#3045])
- `token_length` metrics function has been deprecated and will be removed in 1.10.0 ([#3045])
- `mention_length` metrics function has been deprecated and will be removed in 1.10.0 ([#3045])
- `entity_density` metrics function has been deprecated and will be removed in 1.10.0 ([#3045])

### Removed

- Removed mention `density`, `tokens_length` and `chars_length` metrics from token classification metrics storage ([#3045])
- Removed token `char_start`, `char_end`, `tag`, and `score` metrics from token classification metrics storage ([#3045])
- Removed tags-related metrics from token classification metrics storage ([#3045])

[#3045]: https://github.com/argilla-io/argilla/pull/3045

## [1.7.0](https://github.com/argilla-io/argilla/compare/v1.6.0...v1.7.0)

### Added

- add `max_retries` and `num_threads` parameters to `rg.log` to run data logging request concurrently with backoff retry policy. See [#2458](https://github.com/argilla-io/argilla/issues/2458) and [#2533](https://github.com/argilla-io/argilla/issues/2533)
- `rg.load` accepts `include_vectors` and `include_metrics` when loading data. Closes [#2398](https://github.com/argilla-io/argilla/issues/2398)
- Added `settings` param to `prepare_for_training` ([#2689](https://github.com/argilla-io/argilla/issues/2689))
- Added `prepare_for_training` for `openai` ([#2658](https://github.com/argilla-io/argilla/issues/2658))
- Added `ArgillaOpenAITrainer` ([#2659](https://github.com/argilla-io/argilla/issues/2659))
- Added `ArgillaSpanMarkerTrainer` for Named Entity Recognition ([#2693](https://github.com/argilla-io/argilla/pull/2693))
- Added `ArgillaTrainer` CLI support. Closes ([#2809](https://github.com/argilla-io/argilla/issues/2809))

### Fixes

- fix image alignment on token classification

### Changed

- Argilla quickstart image dependencies are externalized into `quickstart.requirements.txt`. See [#2666](https://github.com/argilla-io/argilla/pull/2666)
- bulk endpoints will upsert data when record `id` is present. Closes [#2535](https://github.com/argilla-io/argilla/issues/2535)
- moved from `click` to `typer` CLI support. Closes ([#2815](https://github.com/argilla-io/argilla/issues/2815))
- Argilla server docker image is built with PostgreSQL support. Closes [#2686](https://github.com/argilla-io/argilla/issues/2686)
- The `rg.log` computes all batches and raise an error for all failed batches.
- The default batch size for `rg.log` is now 100.

### Fixed

- `argilla.training` bugfixes and unification ([#2665](https://github.com/argilla-io/argilla/issues/2665))
- Resolved several small bugs in the `ArgillaTrainer`.

### Deprecated

- The `rg.log_async` function is deprecated and will be removed in next minor release.

## [1.6.0](https://github.com/argilla-io/argilla/compare/v1.5.1...v1.6.0)

### Added

- `ARGILLA_HOME_PATH` new environment variable ([#2564]).
- `ARGILLA_DATABASE_URL` new environment variable ([#2564]).
- Basic support for user roles with `admin` and `annotator` ([#2564]).
- `id`, `first_name`, `last_name`, `role`, `inserted_at` and `updated_at` new user fields ([#2564]).
- `/api/users` new endpoint to list and create users ([#2564]).
- `/api/users/{user_id}` new endpoint to delete users ([#2564]).
- `/api/workspaces` new endpoint to list and create workspaces ([#2564]).
- `/api/workspaces/{workspace_id}/users` new endpoint to list workspace users ([#2564]).
- `/api/workspaces/{workspace_id}/users/{user_id}` new endpoint to create and delete workspace users ([#2564]).
- `argilla.tasks.users.migrate` new task to migrate users from old YAML file to database ([#2564]).
- `argilla.tasks.users.create` new task to create a user ([#2564]).
- `argilla.tasks.users.create_default` new task to create a user with default credentials ([#2564]).
- `argilla.tasks.database.migrate` new task to execute database migrations ([#2564]).
- `release.Dockerfile` and `quickstart.Dockerfile` now creates a default `argilladata` volume to persist data ([#2564]).
- Add user settings page. Closes [#2496](https://github.com/argilla-io/argilla/issues/2496)
- Added `Argilla.training` module with support for `spacy`, `setfit`, and `transformers`. Closes [#2504](https://github.com/argilla-io/argilla/issues/2496)

### Fixes

- Now the `prepare_for_training` method is working when `multi_label=True`. Closes [#2606](https://github.com/argilla-io/argilla/issues/2606)

### Changed

- `ARGILLA_USERS_DB_FILE` environment variable now it's only used to migrate users from YAML file to database ([#2564]).
- `full_name` user field is now deprecated and `first_name` and `last_name` should be used instead ([#2564]).
- `password` user field now requires a minimum of `8` and a maximum of `100` characters in size ([#2564]).
- `quickstart.Dockerfile` image default users from `team` and `argilla` to `admin` and `annotator` including new passwords and API keys ([#2564]).
- Datasets to be managed only by users with `admin` role ([#2564]).
- The list of rules is now accessible while metrics are computed. Closes[#2117](https://github.com/argilla-io/argilla/issues/2117)
- Style updates for weak labeling and adding feedback toast when delete rules. See [#2626](https://github.com/argilla-io/argilla/pull/2626) and [#2648](https://github.com/argilla-io/argilla/pull/2648)

### Removed

- `email` user field ([#2564]).
- `disabled` user field ([#2564]).
- Support for private workspaces ([#2564]).
- `ARGILLA_LOCAL_AUTH_DEFAULT_APIKEY` and `ARGILLA_LOCAL_AUTH_DEFAULT_PASSWORD` environment variables. Use `python -m argilla.tasks.users.create_default` instead ([#2564]).
- The old headers for `API Key` and `workspace` from python client
- The default value for old `API Key` constant. Closes [#2251](https://github.com/argilla-io/argilla/issues/2251)

[#2564]: https://github.com/argilla-io/argilla/issues/2564

## [1.5.1](https://github.com/argilla-io/argilla/compare/v1.5.0...v1.5.1) - 2023-03-30

### Fixes

- Copying datasets between workspaces with proper owner/workspace info. Closes [#2562](https://github.com/argilla-io/argilla/issues/2562)
- Copy dataset with empty workspace to the default user workspace [905d4de](https://github.com/recognai/argilla/commit/905d4deaa769bfc9bbc022cd2dc75c7435cfe865)
- Using elasticsearch config to request backend version. Closes [#2311](https://github.com/argilla-io/argilla/issues/2311)
- Remove sorting by score in labels. Closes [#2622](https://github.com/argilla-io/argilla/issues/2622)

### Changed

- Update field name in metadata for image url. See [#2609](https://github.com/argilla-io/argilla/pull/2609)
- Improvements in tutorial doc cards. Closes [#2216](https://github.com/argilla-io/argilla/issues/2216)

## [1.5.0](https://github.com/argilla-io/argilla/compare/v1.4.0...v1.5.0) - 2023-03-21

### Added

- Add the fields to retrieve when loading the data from argilla. `rg.load` takes too long because of the vector field, even when users don't need it. Closes [#2398](https://github.com/argilla-io/argilla/issues/2398)
- Add new page and components for dataset settings. Closes [#2442](https://github.com/argilla-io/argilla/issues/2003)
- Add ability to show image in records (for TokenClassification and TextClassification) if an URL is passed in metadata with the key \_image_url
- Non-searchable fields support in metadata. [#2570](https://github.com/argilla-io/argilla/pull/2570)
- Add record ID references to the prepare for training methods. Closes [#2483](https://github.com/argilla-io/argilla/issues/2483)
- Add tutorial on Image Classification. [#2420](https://github.com/argilla-io/argilla/pull/2420)
- Add Train button, visible for "admin" role, with code snippets from a selection of libraries. Closes [#2591] (https://github.com/argilla-io/argilla/pull/2591)

### Changed

- Labels are now centralized in a specific vuex ORM called GlobalLabel Model, see https://github.com/argilla-io/argilla/issues/2210. This model is the same for TokenClassification and TextClassification (so both task have labels with color_id and shortcuts parameters in the vuex ORM)
- The shortcuts improvement for labels [#2339](https://github.com/argilla-io/argilla/pull/2339) have been moved to the vuex ORM in dataset settings feature [#2444](https://github.com/argilla-io/argilla/commit/eb37c3bcff3ad253481d6a10f8abb093384f2dcb)
- Update "Define a labeling schema" section in docs.
- The record inputs are sorted alphabetically in UI by default. [#2581](https://github.com/argilla-io/argilla/pull/2581)
- The record inputs are fully visible when pagination size is one and the height of collapsed area size is bigger for laptop screen. [#2587](https://github.com/argilla-io/argilla/pull/2587/files)

### Fixes

- Allow URL to be clickable in Jupyter notebook again. Closes [#2527](https://github.com/argilla-io/argilla/issues/2527)

### Removed

- Removing some data scan deprecated endpoints used by old clients. This change will break compatibility with client `<v1.3.0`
- Stop using old scan deprecated endpoints in python client. This logic will break client compatibility with server version `<1.3.0`
- Remove the previous way to add labels through the dataset page. Now labels can be added only through dataset settings page.