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LLM agents are AI systems that leverage Large Language Models (LLMs) trained on enormous amounts of text data, to understand, imitate, and generate human language. The agents use LLMs to perform language-related tasks designed to improve decision-making and user/system (e.g., customer/chatbot) interactions.