What is an LLM agent?

An LLM agent is a system where an LLM acts as a reasoning engine that plans, takes actions, and observes results in a loop. Unlike a single-turn chatbot, an agent can call tools, retrieve information, execute code, and refine its approach based on intermediate results. Agents enable LLMs to handle complex multi-step tasks autonomously.