GPT, or Generative Pre-trained Transformer, is a core deep learning and Machine Learning (ML) model that powers Large Language Models (LLMs) like ChatGPT and is trained on large datasets to generate human-like responses for a given prompt. An agent is a large language model setup that operates and keeps running iteratively to complete the defined task.