This agent implements the CodeAct idea (paper, tweet) that consolidates LLM agents’ actions into a
unified code action space for both simplicity and performance.The conceptual idea is illustrated below. At each turn, the agent can:
Converse: Communicate with humans in natural language to ask for clarification, confirmation, etc.
CodeAct: Choose to perform the task by executing code
Execute any valid Linux bash command
Execute any valid Python code with an interactive Python interpreter. This is simulated through bash command, see plugin system below for more details.