Unverified50% confidenceFactExact time
提示词工程中少样本示例（Few-shot）通过提供2-5个示例引导输出格式，思维链（Chain-of-Thought）要求模型「逐步思考」以激活推理能力
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/4/2026
First Seen
Valid until: 10/2/2026
Sources
AI Agent实战指南：内容生成到企业级应用全解析
bilibili数据拆解室7/2/2026
Related Claims
UnverifiedChain-of-Thought（思维链）提示鼓励模型逐步推理，Few-shot提示通过提供示例帮助模型理解任务格式，System Prompt用于设定模型的角色和行为约束80% similarUnverified少样本学习（few-shot learning）和思维链（Chain-of-Thought）提示技术能显著提升模型在推理任务上的表现80% similarPartially VerifiedFew-shot prompting involves providing several input-output examples in the prompt to allow the model to learn by analogy.80% similarUnverified少样本学习通过在Prompt中提供2-5个示例帮助模型快速理解输出格式和风格要求79% similarUnverified思维链、少样本示例、自洽性采样、思维树等方法共同构成了提示词工程的方法论体系78% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/111927API
curl https://kongchang.com/api/v1/knowledge/claims/111927MCP
get_claim(id=111927)