Few Shot NLP Intent Classification

The post discusses a 2-step approach for restricting Large Language Models (LLMs) to a desired domain in intent classification for chatbots. It highlights the limitations of a purely prompt-based approach and suggests the use of heuristics and LLM calls for preprocessing. The article emphasizes the importance of following a domain-specific approach with LLMs.