ResearchInput (schemas/research_models.py)

Pydantic models defining the research agent input, sensor readings, and evidence bundle schema.

# Source: https://github.com/nitrocloudofficial/nitrostack | License: Apache-2.0 | Copyright You must retain, in the Source form of any Derivative Works
# Provided via justclaw.it.com; keep this notice with the code.
"""
Research Agent Pydantic Models — Agent 2 interface contract.
"""

from pydantic import BaseModel, Field
from typing import List, Optional, Dict, Any
from backend.schemas.planner_models import ExecutionPlan


class ResearchInput(BaseModel):
    execution_plan: ExecutionPlan
    incident_id: str = "INC-2407-001"
    batch_id: str = "B-2407-184"


class SensorReading(BaseModel):
    reading_id: str
    timestamp: str
    humidity_pct: float
    temperature_c: float
    queue_delay_minutes: float
    cycle_time_seconds: float
    source: str
    record_id: str


class Evidence

... (truncated -- full source via MCP)