schema-guided-reasoning

Name: schema-guided-reasoning
Author: Bbar0n234

Паттерн Schema-Guided Reasoning (SGR) для решения задач на базе LLM с использованием structured output, constrained decoding, Pydantic моделей. Используй когда нужно: структурированный вывод, JSON schema, воспроизводимость рассуждений, тестируемость промежуточных шагов, направленное рассуждение модели, response_format, parse().

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Updated 2 months ago

View on GitHub ↗License: MIT

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Schema-Guided Reasoning (SGR)

Суть подхода

SGR направляет рассуждения LLM через предопределённые схемы с использованием Constrained Decoding (Structured Output). Вместо свободного текста модель обязана следовать структуре: какие шаги выполнить, в каком порядке, на чём сфокусироваться.

Ключевой механизм: Порядок полей в схеме = порядок рассуждения модели. Модель заполняет поля последовательно, и ранние поля "разогревают" мышление для поздних.

Когда применять

**Используй SGR к

[Description truncada. Veja o README completo no GitHub.]

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