src/models.py

from pydantic import BaseModel, Field, conint
from typing import Literal, List

#===================== Duplicate concepts =====================

class InnovationClassify(BaseModel):
    classification: Literal["INSUFFICIENT INFO","NOT INNOVATIVE", "MODERATELY INNOVATIVE", "VERY INNOVATIVE"] = Field(
        description="Overall innovation level using the rubric."
    )
    rationale: str = Field(
        description="1–2 sentences that justify the classification."
    )
    confidence: int = Field(
        description="0–100 confidence in the classification given the detail level in the concept."
    )