Reasoning And Structured Output: 6 curated resources
Curated material on reasoning and structured output within prompting.
6 resources · page 1 of 1
Structured outputs (Gemini API)
by Google
Gemini's equivalent: constrain responses to a JSON schema.
Reasoning best practices
by OpenAI
When to pick a reasoning model and how prompting them differs from chat models.
Structured model outputs
by OpenAI
How to get schema-valid JSON instead of hoping the model formats it right.
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Sample several reasoning paths and take the majority answer.
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Early research on using worked reasoning examples to improve performance on reasoning tasks.
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Search over branching reasoning steps; basis for many planning approaches.