Since the launch of OpenAI's chatbot ChatGPT in November 2022, the generative AI boom has attracted many vendors to invest in the development of related technologies and applications, and has had a significant impact on a wide range of industries. The evolution of the technology can be broadly categorized into four stages: expert systems, machine learning and neural networks, deep learning, and large models, as follows.