self.assistant_id = created_assistant.id The traceback indicates that created_assistant is a str instance, but the code expects an object with an .id property. It implies that the upstream call used ...

# Python Streams # Forever scalable event processing & in-memory durable K/V store; # as a library w/ asyncio & static typing. import faust Faust is a stream processing library, porting the ideas from ...

Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...

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如何让AI智能体（Agent）像人类一样拥有持久的记忆，从而在复杂的连续任务中保持上下文感知和深度理解？这已成为构建高级智能体的核心挑战。本文将深入探讨Agent Memory的核心概念，并聚焦于LangGraph框架下的长短期记忆实现，详解短期会话与长期知识的存储、管理、语义检索等技巧。更进一步地，我们将通过一个引入MCP协议的实战案例，手把手带你构建一个真实的融合长记忆机制的Multi-Age ...

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