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```python
# AI Dev Tool: Birdsong Analysis API Wrapper
# =============================================
# A high-demand API integration wrapper for analyzing regional differences in birdsong
# using Laya (OS Jev) on Mac M4 CoreML Offline and Pirate Face Rescues LLM Models.
import os
import json
from typing import Dict, List
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
from pydantic import BaseModel
from supabase import create_client, Client
# Initialize Supabase client
SUPABASE_URL = os.environ.get("SUPABASE_URL")
SUPABASE_KEY = os.environ.get("SUPABASE_KEY")
supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
# Initialize Laya (OS Jev) on Mac M4 CoreML Offline
LAYA_MODEL_PATH = os.environ.get("LAYA_MODEL_PATH")
import coremltools as ct
laya_model = ct.models.MLModel(LAYA_MODEL_PATH)
# Define the BirdsongAnalysisRequest model
# ... full runnable version includes tests & documentation
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