GPT, or Generative Pre-trained Transformer, is an advanced language processing AI model developed by OpenAI, with its latest version being GPT-3. It can perform various language tasks such as translation, summarization, and text generation, particularly useful for enhancing chatbot interactions. To use GPT-3 in a chatbot application, one needs an API key from OpenAI and programming knowledge, particularly in languages like Python or Java.