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Instructor
Cooling DownWhat is Instructor?
Python library for structured outputs from LLMs using Pydantic. Extract typed data from any model with validation, retries, and streaming support.
Heat Score32
Heat score updated Apr 29, 2026
-367d
Why this tool is flagged
Instructor dropped 36 points this week alone — a sharp, fast decline. Combined with its 30-day trajectory (+0 pts), this suggests a recent momentum reversal rather than a slow fade. Sharp drops in the AI Frameworks space often precede a category shift toward a newer tool.Pricing
free
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