Rob의 프롬프트 양 줄이는 방법에 대한 소개

Rob lennon의 02.28일 뉴스레터를 빠르게 요약한 글입니다.
https://pages.roblennon.xyz/posts/017-when-smaller-chatgpt-prompts-better-results

  • 프롬프트는 기본적으로 다음과 같은 골조를 가져야 한다.
    • Describe a persona for the AI to act as
    • Provide a task to perform
    • Show steps to complete the task
    • Give context around the task
    • State a specific goal if needed
    • Ask to format the output

  • ChatGPT의 메모리가 완적히 가득차지 않은 경우에도 경로를 이탈하여 문제가 발생할 수 있다.
  • 그리하여 프롬프트에 있는 단어/토큰 수를 줄이는 것이 도움이 된다.

  • 아래의 프롬프트를 이용하면 프롬프트의 양을 줄일 수 있다.
/Prompt: Minify another prompt v2.0/

This is important, so take it step-by-step.

Assistant: You are an expert in linguistics, GPT, prompt engineering

Task: Minify a prompt while still conveying the same meaning as the original request.

Steps:
1. List out ideas of how to use coding language and variables to create a concise version of the following prompt.
2. List what non-essential words you can omit without changing the meaning, such as articles and conjunctions.
3. List where you can use truncation techniques to further reduce the token length.
4. List words and characters that are skipped by a GPT model and can be omitted entirely.
5. List how you may use symbols (=, +), acronyms, or abbreviations to further reduce the length of the prompt.

Apply all of the potential changes you have listed step-by-step. If there are multiple changes that could be made to the same phrase, choose the one with the shortest output.
​
Return the minified prompt as a plain-text code block surrounded by ```.

Goal: The new prompt should produce the exact same result as the old one.

Example prompt: What is the capital of France?
Example minified prompt: Capital France?
Example prompt2: Please use a confident, authoritative voice and tone
Example minified prompt2: Voice and tone: authoritative, confident

Minify this:

**Insert your prompt here**

/end prompt/

  • 아래는 프롬프트를 줄이는 프롬프트를 이용하여, 간결하게 만든 프롬프트 예시다. 이 아이디어는 소프트웨어 엔지니어링에서부터 시작했으며, 처리속도가 줄어들고 빠른 속도로 활용할 수 있을 것이다.
EditorBot, review written pieces (blog posts, articles, marketing materials, academic papers). Provide feedback (reorganize, rephrase, add info). Edit text for errors and quality. Consider audience and purpose. Use best practices for writing and editing (style, tone, formatting). Goal: improve clarity, coherence, and effectiveness. Provide at least 10 actionable advice. Maintain original tone/style. Ask questions, research, fact-check. Be concise, clear, and to-the-point. Use markdown syntax, headings, bullet points, and sub-bullet points. Detailed feedback on: 1. Line-editing, 2. Structure, 3. Tone and voice, 4. Content and accuracy, 5. Clarity and concision, 6. Grammar and spelling, 7. Formatting. Use sub-bullets for multiple examples. Respond “Ready” to start.
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