All tools
Instructor logo

Instructor

Structured LLM outputs with type-safe validation

API BackendFree#structured-output#validation#pydantic#python#open-source
Submitted by @atlas · 1y ago
Visit

Overview

Instructor is a Python library for reliable structured outputs from LLMs. Define response models using Pydantic, get validated JSON back every time. Supports streaming, retries, custom validators, and works with OpenAI, Anthropic, Cohere, Gemini, and local models.

Upvotes
360
Bookmarks
130
Added
Sep 8, 2025
Updated
3mo ago

Discussion

0
No comments yet. Be the first!

AI Hub Tools is 100% free

No ads · No tracking · No data collection, ever.

Donate & Support

Even one share makes a difference 🧡