Clear and Specific instructions - Principle 1 - Deepstash
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Clear and Specific instructions - Principle 1

Clear and Specific instructions - Principle 1

ChatGPT doesn't think like a human, it's a computer program after all. In order to have it respond correctly, we first define the base conditions on which it will act. A sandbox of sorts.

There are four basic tactics to apply:

  1. Use delimiters: Tell GPT to "Summarise the text between ```" or any other delimiter of your choice. This prevents anyone from engineering on your own prompts. 
  2. Ask for structured output: Most times we need structured data, as a CSV, JSON or even an HTML file. By asking GPT to reply in a certain format, we get the data that we want

(Continued in the idea below)

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Fundamental Guidelines for prompt engineering with ChatGPT

Fundamental Guidelines for prompt engineering with ChatGPT

ChatGPT is all the rage, and with that comes a plethora of Prompt engineering cheatsheets that are supposed to improve how you work with it.

Let's figure out how these prompts are built, instead of just directly copying them This is a series of posts, each covering...

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Thinking tactics

Thinking tactics

  1. Specify the steps: By specifying the exact steps needed, we get a much clearer output. An example would be to summarize a research paper, convert to french, list each heading out and convert it to a JSON object.
  2. Instruct the model to figure out its own soluti...

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Instruction tactics

  1. Check if conditions are fulfilled: Make sure your prompt contains what should be done if GPT is unable to do the task. An example would be "Respond with \"no steps provided"\ if there are no bullet points"
  2. Few shot prompting: Giving the model a few e...

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Let GPT think - Principle 2

Let GPT think - Principle 2

GPT doesn't think like a human, but it does need to think in a colloquial sense. For the best responses, we need to give it time to reason and think.

By asking it to validate or sample an existing statement, it will understand and analyse it based on the POV that was presented in t...

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reversentropy

Entropically curious 👁️‍🗨️

ChatGPT is a powerful tool, and understanding how to ask it is knowledge that we all should have. "Give a man a fish, and hell be sated for a day. Teach him how to, and he'll never be hungry in his life". The same philosophy applies here.

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