最近在做智能解决方案系统时，我遇到了一个关键问题：如何让AI在复杂任务中既保持推理能力，又能有效执行行动？传统AI系统往往要么只能基于训练数据推理，要么只能执行固定流程，缺乏动态决策能力。 ReAct（Reasoning and Acting）范式正是为了解决这个问题而 ...

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 ...

LangChain, the agent engineering company behind LangSmith and open-source frameworks that have surpassed 1 billion downloads, today announced a comprehensive integration with NVIDIA to deliver an ...

LangGraph has been used to create a multi-agent large language model (LLM) coding framework. This framework is designed to automate various software development tasks, including coding, testing, and ...

Have you ever found yourself juggling between multiple tools, trying to fine-tune prompts or tweak configurations, only to feel like you’re spending more time navigating interfaces than actually ...