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;DR

In 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 …

ai article chat chef dall data data-for-good data science humanitarian language language models large language large language models limitations llm llms making methodology oil painting recipes