Instructor — Structured LLM Outputs

Get type-safe, validated Pydantic objects from any LLM instead of raw strings.

Setup

pip install instructor pydantic
pip install anthropic  # or openai

Basic Usage (Anthropic)

import anthropic
import instructor
from pydantic import BaseModel