Reframing LLM ‘Chat with Data’: Introducing LLM-Assisted Data Recipes
Source DALL·E 3 prompted with “Oil painting of a data chef making data recipes”TL;DRIn this article, we cover some of the limitations in using Large Language Models (LLMs) to ‘Chat with Data’, proposing a ‘Data Recipes’ methodology which may be an alternative in some situations. Data Recipes extends the idea of reusable code snippets but includes data and has the advantage of being programmed conversationally using an LLM. This enables the creation of a reusable Data Recipes Library — for accessing data and generating…