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Structured Outputs & Function Calling

Structured Outputs & Function Calling

Make models speak machine: reliable JSON, schema design that shapes model behavior, function/tool calling across providers, and the error-handling that production systems actually need.

4 sections·8 lessons

What you'll learn

1. Why Structure Changes Everything

  • From chat toy to software component
  • Check: structure basics

2. Function Calling Fundamentals

  • Letting the model pull levers
  • Check: function calling

3. Provider Implementations

  • The same idea, three dialects
  • Check: providers

4. Production Hardening

  • Validation, retries, and the failure budget
  • Final check: production

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