added

v0.6 - Zero-Shot && Data Browser++

Usually, we give you a bunch of smaller improvements to further enhance your experience using kern. We still have some, but this time around we spared neither time nor headaches to give you some exciting new possibilities. This includes the brand new type of Information Source "Zero-Shot", as well as some further Data Browser capabilities like an embedding-powered similarity search (thanks Qdrant!).

added

v0.5 - The One with some Insights

Now, who got the Friends reference? That's right. It's all about some insights into our peers. With our previously introduced multi-user labeling workflow, it's now time to get some insights in the form of a brand new graphโ€”the inter-annotator agreement. And as if this wasn't enough, we overhauled our embedding creation and active learning module.

improved

v0.4 - More Slices & Websockets

TL;DR:
The integration of Websockets makes page refreshing obsolete, the changes from concurrent users are now displayed almost instantly as they happen.
We complete the data slice selection by adding "static" data slices which will always return the same records after the slice was created. An example of when to use this feature can be the static slicing of data in order to distribute them among the labeling workforce.
There are now options to order the records in the data browser. You can order by attribute value, weak supervision confidence and finally you can also order randomly with a customizable seed. Use this feature for data exploration and for better customizable labeling sessions.

added

v0.3 - Team up -> Dream up โญ

In this release, we add the functionality to save filters that was developed in the Data Browser as Data Slices and bring you the first step towards a fully-fledged multi-user integration. Many of you wished for these features for quite some time, and we finally introduce them this patch!

improved

v0.2.1 - Notifications, Tokenization & more

In this release we add a notification center and drastically increase the performance of our application by introducing some upload limits and making changes to the tokenization process.

added

Introducing v0.2

After a successful first closed beta, we are going in for round 2. And we bring a whole lot of new features.