Unverified50% confidenceFactExact time
自动提示工程（APE）技术由Zhou等人在2022年提出，核心思想是利用大语言模型本身来搜索最优的指令表述方式
1
Sources
50%
Confidence
Long-term
Relevance
8/20/2026
First Seen
Sources
Related Claims
UnverifiedTongyi Lingma is based on Alibaba's Tongyi Qianwen large model and has been specifically optimized for Chinese development scenarios and commonly used domestic technology stacks.70% similarUnverifiedIntegrating large language models (LLMs) into vertical-domain recommendation systems is an important direction in current AI productization.68% similarUnverified豆包大模型是字节跳动自研的通用大语言模型，基于Transformer架构训练，在中文理解和生成任务上针对国内用户场景进行了专项优化65% similarUnverifiedThe ReAct framework was published at NeurIPS in 2022 by Yao et al., demonstrating that interleaving natural language reasoning traces with action steps significantly outperforms using chain-of-thought alone or action sequences alone.64% similarUnverified吴恩达提出了Agentic Workflow概念，将多智能体系统与大语言模型相结合64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/779381API
curl https://kongchang.com/api/v1/knowledge/claims/779381MCP
get_claim(id=779381)