Chain of Draft
EfficiencyEfficiency
Keep reasoning concise with short, information-dense steps.
Chain of Thought
ReasoningReasoning
Encourage step-by-step reasoning for complex problems.
Few-Shot
LearningLearning
Provide a handful of examples to guide model behavior.
Instruction Hierarchy
StructureSecurityStructure
Structure prompts with clear priority levels to prevent conflicts and improve model compliance.
Self-Consistency
EnsembleVotingEnsemble
Sample multiple reasoning paths and aggregate via majority vote for more reliable answers.
Structured Output
FormatJSONFormat
Constrain model outputs to specific formats for reliable parsing and integration.
Tree of Thought
ReasoningExplorationReasoning
Explore multiple reasoning paths before selecting a solution.
Zero-Shot CoT
ReasoningSimpleReasoning
Trigger step-by-step reasoning without examples.