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instructor

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library

skill:orchestra-research/ai-research-skills/instructor · published by orchestra-research · source repository