📄 中文摘要
运行一个AI智能体相对简单,但管理五十个智能体则需要一个车队管理器,以实现健康监测、任务分配、容错和治理投票等功能。SCBE-AETHERMOORE的Flock Shepherd正是这样一个生产级的实现,且为开源项目。每个智能体被称为“羊”,具有角色、健康评分和在六维信任空间中的位置,而“羊群”则是负责协调它们生命周期的车队管理器。文章详细介绍了其架构,并提供了来自flock_shepherd.py模块的真实代码示例。
📄 English Summary
Building a Multi-Agent Fleet Manager in Python
Managing a single AI agent is straightforward, but managing fifty requires a fleet manager to handle health monitoring, task distribution, fault tolerance, and governance voting. SCBE-AETHERMOORE's Flock Shepherd is a production-grade implementation of such a fleet manager and is open source. Each agent in the fleet is referred to as a 'Sheep,' possessing a role, health score, and position in a 6D trust space, while the 'Flock' orchestrates their lifecycle. The article outlines the architecture and includes real code from the flock_shepherd.py module.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等