GitHub - gptscript-ai/gptscript: Natural Language Programming

• Right now, GPTs are the easiest way of sharing structured prompts, which are programs, written in plain English (or another language), that can get the AI to do useful things. I discussed creating structured prompts last week, and all the same techniques apply, but the GPT system makes structured prompts more powerful and much easier to create, tes

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OpenGPTs

This is an open source effort to create a similar experience to OpenAI's GPTs. It builds upon LangChain, LangServe and LangSmith. OpenGPTs gives you more control, allowing you to configure:

• The LLM you use (choose between the 60+ that LangChain offers)


• The prompts you use (use LangSmith to debug those)


• The tools you give it (choose from LangC

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Some techniques I have seen in the wild

Create a semi-strict programming language like promptlang - https://github.com/ruvnet/promptlang

this style was popular back in the early days of gpt-3.5 when it landed, for some reason, it fell out of fashion

Write a super long persona mapping prompt with a well defined action space

Best example of this is the V... See more