instructor — Expert Playground

Structured outputs from LLMs using Pydantic models

instructor expert patternsRun locally

Install

pip install instructor

Python CodeRun locally

# Install: pip install instructor
import instructor

# Expert-level instructor usage
# Performance optimization and internals
print("instructor expert patterns")

# Install: pip install instructor
import instructor

# Expert-level instructor usage
# Performance optimization and internals
print("instructor expert patterns")

Expert-level instructor usage for performance-critical and production-grade applications.

Challenge

Try modifying the code above to explore different behaviors. Can you extend the example to handle a new use case?

View all Expert examples for instructor