构建有记忆的AI Agent：三层记忆模型的设计与实现
引言：为什么AI Agent需要记忆？在使用 ChatGPT、Claude 等大语言模型时，你是否遇到过这样的困扰：每次开启新对话，AI 都像是”失忆”了一样，完全不记得你们之前的交流内容。你不得不一遍遍地重复自己的背景、偏好和需求。这种”金鱼记忆”严重限制了 AI 成为真正的个人助手。 为了让...
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2026
Building an AI Agent with Memory: Designing and Implementing a Three-Layer Memory Model
Introduction: Why Does an AI Agent Need Memory?When using large language models like ChatGPT and Claude, have you ever run into this frustration: ever...
Building an Intelligent Agent with LangGraph That Supports Skill Auto-Discovery and Memory Storage
This article introduces how to use LangGraph to build an intelligent Agent with automatic Skill discovery, memory storage, and local command executi...
使用 LangGraph 构建支持 Skill 自动发现和记忆存储的智能 Agent
本文介绍如何使用 LangGraph 构建一个具备自动 Skill 发现、记忆存储和本地命令执行能力的智能 Agent，并提供了一个简洁的 Web 聊天界面。 项目概述最近对 AI Agent 技术产生了浓厚兴趣，特别是 LangGraph 这个用于构建有状态 AI 工作流的框架。它相比传统的...
2026
Building an AI Agent with Memory: Designing and Implementing a Three-Layer Memory Model
Introduction: Why Does an AI Agent Need Memory?When using large language models like ChatGPT and Claude, have you ever run into this frustration: ever...
Building an AI Agent with Memory: Designing and Implementing a Three-Layer Memory Model
Introduction: Why Does an AI Agent Need Memory?When using large language models like ChatGPT and Claude, have you ever run into this frustration: ever...
Building an Intelligent Agent with LangGraph That Supports Skill Auto-Discovery and Memory Storage
This article introduces how to use LangGraph to build an intelligent Agent with automatic Skill discovery, memory storage, and local command executi...
Building an Intelligent Agent with LangGraph That Supports Skill Auto-Discovery and Memory Storage
This article introduces how to use LangGraph to build an intelligent Agent with automatic Skill discovery, memory storage, and local command executi...