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用 Strands Evals 和 Amazon Bedrock AgentCore 评估技能型智能体

Evaluate skill-equipped agents with Strands Evals and Amazon Bedrock AgentCore

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教你怎么测智能体是不是真的按技能流程干活,用了 Strands Evals 和 Bedrock AgentCore 两套工具,做智能体的可以照着搭评估流程。

智能体回答流利不代表它选对了技能或按步骤执行。文章演示如何用 Strands Evals 和 Amazon Bedrock AgentCore Evaluations 两个工具,分别衡量技能选择(skill selection)和指令遵循(instruction following)两项指标。技能(Skills)是把领域流程编码为可复用指令的机制,评估它需要专门的方法。读者可以按文中流程搭建自己的智能体评估管道。

图片来源 · AWS Machine Learning Blog
原文 · AWS Machine Learning Blog

Evaluate skill-equipped agents with Strands Evals and Amazon Bedrock AgentCore

Skills let you encode domain-specific procedures as reusable, portable instructions for agents, but a fluent answer doesn't prove the agent picked the right skill or followed it. Learn how to measure skill selection and instruction following with Strands Evals and Amazon Bedrock AgentCore Evaluations.