Outlines library forces LLMs to produce perfectly structured outputs
Outlines adds deterministic constraints to LLM generation, preventing format errors and hallucinations. By masking illegal tokens during inference, it guarantees outputs like valid JSON or forced-choice classifications, making LLMs reliable for structured data pipelines.