AI Workflow Builder vs Lefts

This demo shows how JointJS for React handles agent-building UIs: adding skills and prompts, wiring up tools, and defining agent behavior visually.

Lefts is a very simple domain specific language for building complex machine learning workflows from simple ones.

About AI Workflow Builder

This demo shows how JointJS for React handles agent-building UIs: adding skills and prompts, wiring up tools, and defining agent behavior visually. It ships with automatic layout, custom shapes, a navigator and many more features out of the box, the same pieces you'd use to build this into your own product. Extend the default workflow or build your own from scratch, add new actions, configure agents, jot down notes, and explore everything the diagram can do.

About Lefts

Lefts is a very simple domain specific language for building complex machine learning workflows from simple ones. Starting with your favourite machine learning models, you can use Lefts operations to:. Without making subsequent model fitting, evaluation or experimentation any more complex than it was with the original model. This implementation is built on top of the excellent Polars DataFrame library. E nsemble: Takes a set of models and makes them evaluate as one. F eed: Allows the output of one model to be used as a feature or target by another.