This release comes with several new exciting features to bridge the gap between data and intelligence further to generate immediate business value.

Introducing Model Apps

We're thrilled to announce an exciting new feature in this release – Model Apps!

Upon registering a dataset, our platform seamlessly auto-generates a baseline model for your specific dataset. Model Apps presents a no-code solution to shorten the path from data to AI.

1. Automatic Baseline Model Creation:

To create a baseline model, you only need to click the "Generate APP" button on the dataset details page. If you didn't select the baseline model tasklet during registration, it may take a few hours as we will run it first to train the model. We use state-of-the-art AutoML on high-quality sampled data to identify the best model and its optimal hyperparameters to create a baseline model exposed as a web app and RESTful endpoints.

2. Inference Using Web App

Once the baseline model is trained, you can make inferences using our interactive UI.

3. Inference using RESTful endpoint

We also generate RESTful endpoints with API tokens for programmatic access.

Snippets

We are excited to announce two new features to improve collaboration and productivity in Snippet!

Real-time Collaboration

Multiple Users can now collaborate on Snippets in real time and see each other's updates. The edits are automatically merged and saved, streamlining teamwork.

Tables

Insert and edit tables directly within Snippets using slash commands.
Tables allow you to organize information and data more effectively. This improves documentation creation and productivity when working with tabular data.

These features provide a more seamless collaboration experience and enhance your ability to create documents and reports in Snippet.

Custom Embeddings

Do you wish to visualize embedding generated in your pipeline custom embeddings? With the updated MarkovML SDK, you can upload your custom embeddings for your registered datasets and visualize them on the Embeddings UI. Click here to learn more.

Platform

Sign up with Microsoft Outlook

MarkovML now allows users to sign up using OAuth with Microsoft accounts, in addition to Google and email login options.