Secrets of ChatGPT: Building LLM applications for production

Originally published by Chip Huyen

I wanted to share this incredible article by Chip (originally published here) to give you a better understanding of how LLMs are used, and their limitations and quirks, so you can visit huggingface with renewed vigor.

This article will show you why what we teach in Prompt Engineering for Programmers is so important, and the implications of trying to jam context in one prompt, vs the same in multiple prompts. There’s an art and a science, and this article talks about both.