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Instructor

The leading library for getting structured, validated output from LLMs using Pydantic.

4.7See reviews
#244 in Coding#334 in Automation
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Free🪟 API
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About Instructor

Instructor is the most popular Python library for extracting structured, validated data from LLMs, with 11k+ GitHub stars and 3 million+ monthly downloads. Built on Pydantic, it supports 15+ providers including OpenAI, Anthropic Claude, and Google Gemini, and is available in Python, TypeScript, Go, Ruby, Elixir, and Rust.

Key Features

structured llm output
pydantic validation
multi provider support
automatic retries
streaming support
open source

💰 Pricing

Free

Completely free and open source under MIT license.

Open Source$0

MIT-licensed, free for all use cases

Frequently Asked Questions

Is Instructor free?
Yes, Instructor is completely free to use. Completely free and open source under MIT license.
What is Instructor used for?
Instructor is primarily used for Coding, Automation. The leading library for getting structured, validated output from LLMs using Pydantic.
What platforms does Instructor work on?
Instructor is available on API.
What are the best alternatives to Instructor?
Top alternatives to Instructor include ChatGPT, Claude, GitHub Copilot. These tools offer similar functionality and may suit different budgets or workflows.

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📊 Comparison vs Alternatives

Feature
Instructor logoInstructor
PricingFreeFreemiumFreemiumFreemium
Rating⭐ 4.7⭐ 4.8⭐ 4.8⭐ 4.6
Free Tier
Popularity
55%
100%
94%
92%

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Quick Stats

Rating
4.7
ReviewsExternal data
Coding#244
Automation#334
PricingFree
Popularity
55%

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Last updated: 2026-03-28·Claim this listing
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