arXiv:2410.22339cs.NIcs.AI2024-10被引 10

DAWN让全球智能体协同工作,实现安全高效的分布式应用。

DAWN: Designing Distributed Agents in a Worldwide Network

  • 通过网关代理实现全球智能体注册与发现,支持跨域协作。
  • 提供三种模式:确定性任务、辅助决策和自主运行,灵活适配场景。
  • 内置安全合规层,保障跨国协作中的安全与标准遵循。

大型语言模型(LLMs)的快速发展使其从基础对话工具演变为具备复杂推理与决策能力的智能实体。为应对日益增长的跨系统协作需求,本文提出分布式全球网络智能体框架DAWN,将基于LLM的智能体与传统软件系统融合,支持多样化的智能应用部署。DAWN通过网关代理实现全球智能体的注册与发现,由具备推理策略的主代理协调协作。系统支持三种运行模式:无LLM模式(用于确定性任务)、协作者模式(增强决策)和LLM代理模式(自主操作)。此外,DAWN配备专门的安全、安全与合规层,确保全球协作中的安全性,抵御攻击并符合严格标准。这些特性使DAWN成为跨行业智能应用部署的可靠网络平台。

原文摘要 · Abstract (English)

The rapid evolution of Large Language Models (LLMs) has transformed them from basic conversational tools into sophisticated entities capable of complex reasoning and decision-making. These advancements have led to the development of specialized LLM-based agents designed for diverse tasks such as coding and web browsing. As these agents become more capable, the need for a robust framework that facilitates global communication and collaboration among them towards advanced objectives has become increasingly critical. Distributed Agents in a Worldwide Network (DAWN) addresses this need by offering a versatile framework that integrates LLM-based agents with traditional software systems, enabling the creation of agentic applications suited for a wide range of use cases. DAWN enables distributed agents worldwide to register and be easily discovered through Gateway Agents. Collaborations among these agents are coordinated by a Principal Agent equipped with reasoning strategies. DAWN offers three operational modes: No-LLM Mode for deterministic tasks, Copilot for augmented decision-making, and LLM Agent for autonomous operations. Additionally, DAWN ensures the safety and security of agent collaborations globally through a dedicated safety, security, and compliance layer, protecting the network against attackers and adhering to stringent security and compliance standards. These features make DAWN a robust network for deploying agent-based applications across various industries.

智能体分布式安全协作

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