v1.4.0

🔆 Highlights

Enhanced annotation flow for all tasks

Improved bulk annotation and actions

A more stylish banner for available global actions. It includes an improved label selector to apply and remove labels in bulk.

We enhanced multi-label text classification annotations and now adding labels in bulk doesn't remove previous labels. This action will change the status of the records to Pending and you will need to validate the annotation to save the changes.

Learn more about bulk annotations and multi-level text classification annotations in our docs.

Clear and Reset actions

New actions to clear all annotations and reset changes. They can be used at the record level or as bulk actions.

Unvalidate and undiscard

Click the Validate or Discard buttons in a record to undo this action.

Optimized one-record view

Improved view for a single record to enable a more focused annotation experience.

Prepare for training for SparkNLP Text2Text

Extended support to prepare Text2Text datasets for training with SparkNLP.

Learn more in our docs.

Extended shortcuts for token classification (kudos @cceyda)

In token classification tasks that have 10+ options, labels get assigned QWERTY keys as shortcuts.

Changelog

All notable changes to this project will be documented in this file. See standard-version for commit guidelines.

1.4.0 (2023-03-09)

Features

• configure_dataset accepts a workspace as argument (#2503) (29c9ee3),
• Add active_client function to main argilla module (#2387) (4e623d4), closes #2183
• Add text2text support for prepare for training spark nlp (#2466) (21efb83), closes #2465 #2482
• Allow passing workspace as client param for rg.log or rg.load (#2425) (b3b897a), closes #2059
• Bulk annotation improvement (#2437) (3fce915), closes #2264
• Deprecate chunk_size in favor of batch_size for rg.log (#2455) (3ebea76), closes #2453
• Expose batch_size parameter for rg.load (#2460) (e25be3e), closes #2454 #2434
• Extend shortcuts to include alphabet for token classification (#2339) (4a92b35)

Bug Fixes

• added flexible app redirect to docs page (#2428) (5600301), closes #2377
• added regex match to set workspace method (#2427) (d789fa1), closes [#2388]
• error when loading record with empty string query (#2429) (fc71c3b), closes #2400 #2303
• Remove extra-action dropdown state after navigation (#2479) (9328994), closes #2158

Documentation

• Add AutoTrain to readme (7199780)
• Add migration to label schema section (#2435) (d57a1e5), closes #2003 #2003
• Adds zero+few shot tutorial with SetFit (#2409) (6c679ad)
• Update readme with quickstart section and new links to guides (#2333) (91a77ad)

As always, thanks to our amazing contributors!

• Documentation update: adding missing n (#2362) by @Gnonpi
• feat: Extend shortcuts to include alphabet for token classification (#2339) by @cceyda