Prompt Engineering: User Prompt Meta Model for GPT Based Models

The avenant of LLMs triggered a lot of interest from the scientific community and the general public alike. Tools such as ChatGPT offered a new way of interacting with machines through a more natural chat interface. However, experience have shown that although any task description could be an input to the model, some inputs formatted and organized in specific formats have demonstrated a higher success rate, in terms of performing the task in a more precise manner, with a higher rate of success. While such patterns are yet to be formalized and many still to be discovered, a first Meta Model could be formalized to pave the way for an automation of prompts generation.