jruizaranguren / prompt

ChatGPT Prompt Engineering for Developers by Deeplearning Course Tetes

prompt

ChatGPT Prompt Engineering for Developers by Deeplearning Course Tests

Course can be found here: https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/

Resource to launch notebook: https://mybinder.org/

Running the code

You will need a working version of direnv. A script is provided and compatibility tested for Ubuntu 20 and 22:

source setup_direnv.sh

Then, create the virtual environment through:

make setup

In order to test the notebooks, you need to set the following environment variables:

OPENAI_API_KEY=<your key>
OPENAI_API_ORG=<your org>

Then, you can run the notebooks through:

Summary

• Write clear and specific instructions
  • Use delimiters to clearly indicate distinct parts of the input
  • Look for structure output
  • Ask the model to check whether conditions are satisfied
  • Provide some samples to guide the model
• Give the model time to think
  • Specify the steps required to complete a task
  • Instruct the model to work out its own solution before rushing to a conclusion
• Beware model limits:
  • hallucinations
  • it tend to lose the critical thinking parts
• Use an iterative process
• When summarizing try to hint:
  • number of work/sentence/character limits
  • intended audience
  • the desired tone
  • extract instead of summarize