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```python # AI Dev Tool: AirPods 5 Voice Assistant API Integration Wrapper # Description: A production-ready API integration wrapper for AirPods 5 voice assistant # using GPT-6 Astra, looped transformers, and hidden reasoning. import os import json from typing import Dict, List from fastapi import FastAPI, HTTPException from fastapi.responses import JSONResponse from pydantic import BaseModel from transformers import AutoModelForSequenceClassification, AutoTokenizer from sqlalchemy import create_engine, Column, Integer, String from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import sessionmaker # Define the base model for the database Base = declarative_base() # Define the AirPods 5 voice assistant model class AirPods5VoiceAssistant(Base): __tablename__ = 'airpods5_voice_assistant' id = Column(Integer, primary_key=True) voice_command = Column(String) response = Column(String) # Create the database engine engine = create_engine('postgresql://user:password@host:port/dbname') # Create the database session Session = sessionmaker(bind=engine) session = Session() # Define the FastAPI app app
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