Knowledge generation prompting is a technique that utilizes the AI model's ability to generate knowledge for solving specific tasks. By providing the model with demonstrations and guiding it towards a particular problem, the AI can generate knowledge that is then used to answer the task at hand.
This technique can be combined with external sources, such as APIs or databases, to further enhance the AI's problem-solving abilities.
Knowledge generation prompting has two core steps:
- Knowledge generation - evaluate what the LLM already knows about the topic/subtopic as well as related ones
- Knowledge integration at inference time (during prompting via



