While the basic operation of an LLM is to generate an appropriate output for the user’s input prompt, the Agent is designed to perform complex and sophisticated thinking tasks. The Agent can execute detailed planning and reasoning to accomplish intricate goals.
The Agent thinks by considering the given tools and the current situation in order to perform the Task. This means that the Agent plans and executes for the given task. After that, the Agent prepares the necessary next action.