NVIDIA Object-Oriented Agents (NOOA).

ClassAct is a studio for building NVIDIA Object-Oriented Agents (NOOA). With ClassAct you can built NOOA agents by creating Classes, Modules, docstring and more.

Once the NOOA agent is built, test it via one of the NVIDIA open-source models...and copy the Python code to past into your code project. ClassAct let you create, test and copy agent code.

The aim of NOOA is to make an agent look and behave like normal software, thus one Python object you can type-check, test, diff, and call...instead of a pile of prompts, tool JSON, and a graph.

So you can think of NOOA as a new abstraction layer, the harness (how you present tools, state, and the loop) moves accuracy and cost as much as the model. NOOA is that harness.

System prompts are replaced by docstrings.

tool schemas are replaced by methods.

Workflow graph is replaced by Python.

Scratchpad / memory blob by fields on the object

The best way to get to grips with NOOA is to play around with it, ClassAct is a good starting point.