AI-Powered Roadmap Generator Prompt Engineering

Abstract

One of the most common issues in AI is discussed in this paper the problem of making Large Language Models (LLMs) produce the correct, clean and structured output in the form of a JSON. This is of significance in a majority of real world applications employing AI. The researchers examined the solution of this issue by an app named “Roadmint”. They searched the key working formula. The trick is simple like - Make the artificial intelligence know what to do, Clearly give the JSON structure inside the prompt, Give a few good examples, Create some strict rules - such as what’s the AI is not allowed to do. The most appropriate is that everyone can use this approach as a template. In case you are developing an AI project and you want your model to provide the same and correct output, such a strategy can make your system more stable and easy to manage.