GPT agents are AI-powered language models trained on vast text data, excelling at NLP tasks like content creation and question-answering. They offer natural language processing and conversation abilities in various applications. GPT agents process user input, contextualize it using pre-trained data, generate responses through text prediction, and refine output based on feedback and context.