The Unexpected Joys of Prompt Engineering

Lesley

Tech|2023-12-12|Last edited: 2024-6-19|
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Dec 12, 2023
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promptengineering
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ChatGPT
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Chain Of Thought (CoT)

  1. Let’s take this step by step
  1. Take a deep breath and come up with a plan for answering

Reasoning and Acting (ReAct)

Grant the model powers to take action outside of its own text generation flow. This could be looking up a webpage, performing a math calculation, or even looking up information in internal documentation sources. Generally you prompt the model with its abilities.

Room for Thought — Make a Plan First

Monte Carlo — Brainstorm Options

Self Correction — Critique yourself

Classifying — Only answer with a specific option

Puppetry — Speaking for the model
 
 

Reference

 
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