Prompt Engineering

https://learn.deeplearning.ai/courses/chatgpt-prompt-eng/lesson/dfbds/introduction

A few words about Context Engineering

• Differs from Prompt Engineering as we are more careful at filling the context window of our LLMs in industrial application settings.
• This requires careful design of the following components:
  • System prompt/instructions
  • User inputs
  • Short term memory or chat history
  • Long term memory
  • Information retrieval from knowledge base
  • Tools and their definitions
  • Responses from tools
  • Structured outputs
  • Global state/context
• Read more here