New ChatGPT Immediate Engineering Method: Program Simulation | by Giuseppe Scalamogna | Sep, 2023



Giuseppe ScalamognaTowards Data ScienceMan in a room holding a book and ethereal computation on the wallsSupply: Picture by Creator and generated with MidJourney

The world of immediate engineering is fascinating on varied ranges and there’s no scarcity of intelligent methods to nudge brokers like ChatGPT into producing particular sorts of responses. Methods like Chain-of-Thought (CoT), Instruction-Primarily based, N-shot, Few-shot, and even tips like Flattery/Position Task are the inspiration behind libraries stuffed with prompts aiming to satisfy each want.

On this article, I’ll delve into a method that, so far as my analysis exhibits, is doubtlessly much less explored. Whereas I’ll tentatively label it as “new,” I’ll chorus from calling it “novel.” Given the blistering price of innovation in immediate engineering and the convenience with which new strategies will be developed, it’s solely attainable that this method may exist already in some type.

The essence of the approach goals to make ChatGPT function in a approach that simulates a program. A program, as we all know, includes a sequence of directions sometimes bundled into capabilities to carry out particular duties. In some methods, this method is an amalgam of Instruction-Primarily based and Position-Primarily based prompting strategies. However not like these approaches, it seeks to make the most of a repeatable and static framework of directions, permitting the output from one perform to tell one other and the whole thing of the interplay to remain throughout the boundaries of this system. This modality ought to align effectively with the prompt-completion mechanics in brokers like ChatGPT.

Supply: Picture by Creator

For instance the approach, let’s specify the parameters for a mini-app inside ChatGPT4 designed to perform as an Interactive Innovator’s Workshop. Our mini-app will incorporate the next capabilities and options:

Work on New IdeaExpand on IdeaSummarize IdeaRetrieve IdeasContinue Engaged on Earlier IdeaToken/”Reminiscence” Utilization Statistics

To be clear we is not going to be asking ChatGPT to code the mini-app in any particular programming language and we’ll replicate this in our program parameters.


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