Unverified50% confidenceFactExact time

多智能体协作范式自 2023 年起在 AI 工程领域迅速升温，相关框架包括 AutoGPT、BabyAGI、LangChain、微软 AutoGen、LangGraph

1

Sources

50%

Confidence

Long-term

Relevance

7/15/2026

First Seen

Sources

Hermes MoA多模型协作实测：复杂问题解题质量质变

Related Claims

Verified多智能体架构正在成为构建复杂AI应用的主流范式，LangGraph、CrewAI、AutoGen等框架的快速崛起印证了这一趋势84% similar UnverifiedMicrosoft的AutoGen、CrewAI和LangGraph是允许开发者定义多个不同角色AI智能体协作的框架82% similar

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