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Pydantic AI Agent Setup
Linked challenge: Pydantic AI Physical Process Anomaly Sentinel for Water Utilities
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Define a Pydantic AI agent returning a custom `PhysicalAnomalyReport` struct. Inject physical baseline configuration dependencies into the context.