What does "one$-$shot" prompting refer to in the context of LLMs$?$

Providing a single prompt or query to the LLM for generating responses.

Training the LLM using only one example of the desired task.

Using one LLM model for multiple tasks simultaneously.

Prompting the LLM with a single word for generating complex responses.