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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 class BirdsongAnalysisRequest(BaseModel): """Request model for birdsong analysis""" audio_file: str location: str # Define the BirdsongAnalysisResponse model
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