Unverified50% confidenceFactExact time
护栏分为模型层(RLHF/RLAIF植入权重)、推理层(系统提示词约束)和应用层(外部过滤器和内容审核API)三个层次
1
Sources
50%
Confidence
Long-term
Relevance
7/10/2026
First Seen
Sources
Rust AI Agent 系统提示词工程实战:七维设计指南
bilibili软件工艺师7/8/2026
Related Claims
Unverified护栏是多层次概念:模型层护栏通过RLHF/RLAIF植入模型权重,推理层护栏依托系统提示词约束实时行为,应用层护栏借助外部过滤器和内容审核API85% similarUnverified本文讨论的安全机制同时适用于 LangGraph、LangChain 和 DeepAgents 三个层面,具体代码实现落在 LangChain 层60% similarUnverifiedLangChain的StructuredTool依赖Pydantic来定义工具的输入参数结构,通过Pydantic BaseModel描述每个参数的类型和含义59% similarUnverifiedLangChain整体架构分为三个层次:底层架构、组件(Components)、部署(Deployment),并有监控体系和Integrations整合层59% similarUnverifiedharness(编排框架)的典型代表包括 LangChain、AutoGPT、CrewAI 等框架58% similar
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