Structured Language Model Generation with Outlines

Outlines is an open-source library that introduces deterministic certainty into LLM output generation. It masks syntactically illegal tokens during inference instead of fixing poor text afterward. The library enforces structured outputs like JSON objects and classification choices using Python types and Pydantic models.