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AutoGen Agent Hierarchy & Initialization
Linked challenge: Wildfire Property Risk Underwriting Multi-Agent System with AutoGen & Helicone
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Set up a multi-agent system using Microsoft AutoGen (`pyautogen`). Create three agents: `GISAnalystAgent` (analyzes spatial and canopy data), `ComplianceAgent` (evaluates structural hardening and defensible space rules), and `UnderwriterAgent` (aggregates findings into an underwriting decision). Configure all agents to route OpenAI API calls through Helicone by setting `base_url='https://oai.helicone.ai/v1'` and passing custom Helicone headers (`Helicone-Auth`, `Helicone-Property-SessionId`).