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```python
# AI Dev Tool: DeepSeek V4 API Integration Wrapper
# Description: A production-ready API integration wrapper for managing AI coding costs at scale
# Author: Elite Software Architect
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)
# Define the AI coding cost model
class AICodingCost(BaseModel):
id: int
project_name: str
coding_cost: float
ai_model: str
# ... full runnable version includes tests & documentation
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