Our CodeAgent works mostly like classical ReAct agents - the exception being that the LLM engine writes its actions as Python code snippets. Actions are now Python code snippets. Hence, tool calls ...

I have python code like below. Basically, create table out of dataframe, and calling local ui. However, after a couple of times, python program triggered only mother duck login, instead of local UI.