用 Letta 搭建有状态工程 Copilot：核心记忆、共享状态与自定义工具教程
Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and Portable Agent Workflows
Letta 出的实操教程，教你做带持久记忆的编程 Copilot，core memory、向量检索、多智能体共享状态都讲到，适合动手派。
这篇教程演示如何用 Letta 构建有状态的工程 Copilot，覆盖可检查的 core memory、基于向量检索的 archival 存储、多智能体共享状态、自定义工具和流式输出。教程还展示了如何把智能体工作流做成可移植的形式。核心是让智能体记忆超越单次提示词的限制，实现跨会话的持久状态。
Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and Portable Agent Workflows
Discover how to extend agentic memory beyond basic prompts by building a stateful engineering copilot with Letta. This comprehensive guide covers inspectable core memory, archival vector retrieval, multi-agent shared state, custom tools, and portable workflows. The post Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and Portable Agent Workflows appeared first on MarkTechPost .
