在 AgentCore 与 OpenClaw 上构建上下文感知 AI 助手
原标题：Building a context-aware AI assistant on AgentCore and OpenClaw
AI 摘要
AWS Machine Learning Blog 发布教程，介绍如何在 Amazon Bedrock AgentCore 上结合开源智能体系统 OpenClaw 构建具备长期记忆的上下文感知 AI 助手。方案以园艺助手 Sprout 为例，通过 AgentCore memory 将一次性对话转为持久知识，并用结构化元数据标记记忆以便检索。系统全部定义在单个 CloudFormation 模板中，按用量计费，轻量个人使用每月约 1-2 美元。
正文节选
Building a context-aware AI assistant on AgentCore and OpenClaw Off-the-shelf AI assistants answer individual questions well, but they fall short on a different axis: continuity. Ask a stateless assistant about your garden today and it has no idea that you mentioned your fast-draining raised beds three weeks ago, that you only use organic fertilizer, or that your petunias were struggling through a heat wave. Every conversation starts from zero, and the burden of re-explaining context falls on th