Prompt Engineering
Getting LLMs to do what you want through effective prompting.
Slides
Outline
LLMs and plots
- Activity:
07_plot-image-1- Interpret a real scatter plot (3 min) - Activity:
08_plot-image-2- Handle random noise and improve prompting (7 min)
Prompt engineering best practices
- Three key questions: best models? clear system prompt? examples?
- System prompt vs user prompt
- Tips: use LLMs to write prompts, add structure, separate files, think out loud
Apply your skills
- Activity:
09_quiz-game-1- Write system prompt for quiz game (8 min)