AI Agents: Architecture and Implementation

AI agents are autonomous systems using large language models to perceive environments, reason, and act, representing the next step in LLM applications. They comprise an LLM core, tools, and a reasoning loop, where the LLM selects and executes tools based on well-defined descriptions to complete tasks.