I've started thinking about LLMs as a "universal coupling", if that makes sense? It's wild to be able to conceive of APIs to plain text, and natural language queries on structured APIs, but that's what we've got.
My mind was really opened by Nat Friedman's work in GPT for browser automation: https://github.com/nat/natbot
And of course using langchain/ReACT.
So different from ChatGPT and (imo) way more intriguing.
mentioned in this blog post: https://interconnected.org/home/2023/02/07/braggoscope
Cool! Looks like an improved version of Natbot https://github.com/nat/natbot
Reminds me of natbot, which uses GPT-3 to do all 3:
https://github.com/nat/natbot
Related, "natbot" uses the stock GPT-3 model (no fine-tuning apart from the examples in the prompt) to drive a browser: