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@frascuchon frascuchon released this 09 Apr 12:50
· 2065 commits to develop since this release
v1.6.0
295c98f

🔆 Highlights

User roles & settings page

We've introduced two user roles to help you manage your annotation team: admin and annotator. admin users can create, list and delete other users, workspaces and datasets. The annotator role is specifically designed for users who focus solely on annotating datasets.

User settings page

We've also added a page to see your user's settings in the Argilla UI. To access it click on your user avatar at the top right corner and then select My settings.

Argilla Trainer

The new Argilla.training module deals with all data transformations and basic default configurations to train a model with annotations from Argilla using popular NLP frameworks. It currently supports spacy, setfit and transformers.

Additionally, admin users can access ready-made code snippets to copy-paste directly from the Argilla UI. Just go to the dataset you want to use, click the </> Train button in the top banner and select your preferred framework.

Ready-made code snippet to train a model using the `alpaca-clean-en` dataset and `setfit` as shown in the Argilla UI

Learn more about Argilla.training in our docs.

Database support

Argilla will now create a default SQLite database to store users and workspaces. PostgreSQL is also officially supported. Simply set a custom value for the ARGILLA_DATABASE_URL environment variable pointing to your PostgreSQL instance.

Changelog 1.6.0

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
  • Added Argilla.training module with support for spacy, setfit, and transformers. Closes #2504

Fixes

  • Now the prepare_for_training method is working when multi_label=True. Closes #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
  • Style updates for weak labelling and adding feedback toast when delete rules. See #2626 and #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

As always, thanks to our amazing contributors!

  • feat: add ArgillaSpaCyTrainer for both TokenClassification and TextClassification (#2604) by @alvarobartt
  • Move dataset dump to train, ignored unnecessary imports, & remove _required_fields attribute (#2642) by @alvarobartt
  • fix: update field name in metadata for image url (#2609) by @burtenshaw
  • fix Install doc spell error by @PhilipMay
  • fix: broken README.md link (#2616) by @alvarobartt

Contributors

PhilipMay, burtenshaw, and alvarobartt
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