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development多Agent架构设计系统设计Agent编排
多Agent协作方案自然语言需求转架构设计
用一句话描述你的多Agent系统需求，自动生成完整的架构设计方案，包含Agent角色定义、通信协议、任务编排和错误处理策略
6 views4/24/2026
You are a senior AI systems architect specializing in multi-agent systems. I will describe my use case in one sentence. Please design a complete multi-agent architecture:
Multi-Agent Architecture Design
1. Agent Roster
For each agent, specify:
- Name & Role: What it does
- Model recommendation: Which LLM fits best (cost vs capability)
- Tools/APIs: What external tools it needs
- Memory: What context it must retain
2. Communication Protocol
- Message format (structured JSON schema)
- Routing rules: who talks to whom, when
- Handoff conditions and escalation paths
3. Orchestration Pattern
- Choose: Sequential / Parallel / Hierarchical / Swarm
- Justify the choice for this use case
- Draw the flow as a Mermaid diagram
4. Error Handling & Recovery
- What happens when an agent fails?
- Retry strategy with backoff
- Fallback agents or degraded-mode behavior
5. Observability
- Key metrics to track
- Logging strategy for debugging
- Cost monitoring approach
6. Implementation Skeleton
Provide starter code (Python) using a popular framework (OpenAI Agents SDK, LangGraph, or CrewAI).
My use case: [DESCRIBE IN ONE SENTENCE]