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```python
# AI Dev Tool: FastAPI Pydantic v2 Micro-SaaS HPV Tracker
# Description: A production-ready API integration wrapper for tracking HPV and other microbes using bioengineered chewing gum data.
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from typing import List, Optional
import sqlite3
import json
# Initialize the FastAPI application
app = FastAPI(title="HPV Tracker API", description="API for tracking HPV and other microbes using bioengineered chewing gum data.")
# Define the Pydantic model for HPV data
class HPVData(BaseModel):
"""Model for HPV data"""
id: int
patient_id: int
gum_type: str
microbe_type: str
detection_date: str
# Define the Pydantic model for patient data
class PatientData(BaseModel):
"""Model for patient data"""
# ... full runnable version includes tests & documentation
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