⚡ Live Sandbox: AI Dev Tool: As AI eats the

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```python
# AI Dev Tool: AI-Native SaaS Template with Type-Safe Boilerplate
# Description: A production-ready developer code asset for building AI-native SaaS applications
# Category: Production Starter Boilerplate

import os
import json
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
from fastapi.requests import Request
from pydantic import BaseModel
from supabase import create_client, Client
from typing import Optional

# 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 API application
app = FastAPI(
    title="AI-Native SaaS Template",
    description="A production-ready developer code asset for building AI-native SaaS applications",
    version="1.0.0",
)

# Define the request and response models
class AIRequest(BaseModel):
    """The request model for AI-related operations"""
    prompt: str
    context: Optional[str]

class AIResponse(BaseModel):
    """The response model for AI-related operations"""
    response: str
    context

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