| from pydantic import BaseModel | |
| class SensorData(BaseModel): | |
| vdc1: list[float] | |
| idc1: list[float] | |
| pvt: list[float] | |
| api_key: str = None # Optional Google API key for LLM features | |
| asset_id: str = None # Optional asset identifier | |
| class AnalysisResponse(BaseModel): | |
| ml_output: dict | |
| agent_output: dict |