D9Intermediate

Structured Output Training

30 minEvery data processing task

Format: Train yourself to make AI output structured data (JSON) rather than free text.

Comparison:

Bad prompt: "Analyze this product review"
-> Output: A block of free text, hard for programs to process

Good prompt: "Analyze this product review, output in the following JSON format:
{
  'sentiment': 'positive/negative/neutral',
  'score': 1-10,
  'key_topics': ['topic1', 'topic2'],
  'action_items': ['suggestion1', 'suggestion2'],
  'confidence': 0.0-1.0
}"
-> Output: Structured JSON, directly usable by programs

Exercise: Design a JSON output format for the following tasks:

  1. Resume screening
  2. Competitive analysis
  3. User feedback classification
  4. Article SEO scoring

My Notes