A Taxonomy of Agentic AI

The evolution of AI agents, particularly since 2024, has shifted from marketing hype to practical applications across various levels of capability. AI agents, defined as large language model-based applications, perform semi-autonomous tasks using code. This taxonomy categorises AI agents from simple code-using chatbots to complex teams executing multi-faceted projects, highlighting their growing significance in educational settings.