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Automatic Prompt Engineering
Automatic Prompt Engineering prompting tasks the AI with automatically crafting or enhancing prompts, streamlining the process for tasks that benefit from iterative instruction optimization without manual tweaking, and the analogy is like a tailor measuring and adjusting a suit automatically to fit perfectly, saving time on custom alterations.
Examples
User Prompt: Generate a prompt for summarizing text. AI Response: 'Summarize the following in 100 words: [text]'.
User Prompt: Refine this prompt: Summarize book. AI Response: 'Summarize the plot of [book] in 100 words.'
User Prompt: Create a prompt for math solving. AI Response: 'Solve the equation step by step: [equation]'.
Advantages
- Enhances prompt optimization automatically, improving efficiency for iterative tasks.
- Reduces manual effort, making outputs more refined.
- Boosts adaptability, aligning with evolving needs.