Instructor is the Python library that makes it trivial to extract structured data from any LLM — using Pydantic models to validate and retry LLM outputs automatically.
Builder’s Brief
Instructor is an ai models tool on Falcoscan. Structured outputs from LLMs using Pydantic validation. Falcoscan rates Instructor with an Opportunity score of 85/100, a Saturation score of 22/100, and a Wrapper-risk score of 9/100. Market signal: hot. Instructor is founded in 2023, currently at Bootstrapped stage. Pricing: Free. Falcoscan rating 4.7/5.
Market position · AI Models
How Instructor compares in AI Models
Instructor's opportunity score of 85 ranks #21 of 313 live AI Models tools on Falcoscan, 12.1 points above the category average of 72.9. Its saturation score is 22/100, against a category average of 30.5. 187 of the 313 live AI Models tools carry a hot signal, and Falcoscan has recorded 38 shutdowns in the category.
Instructor compared with top-rated AI Models tools
The top-rated live AI Models tools on Falcoscan, other than Instructor, are Hugging Face Hub, Anthropic API, Claude 3.5 Sonnet, Groq, and Anthropic Claude API.
Where is Instructor based?
Instructor is headquartered in San Francisco, United States.
Does Instructor have an API?
Falcoscan's records show no public API for Instructor.
Who is Instructor for?
Instructor is built for developers and ai builders.