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AI Dev Tool: GPT6 Astra

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```python
# AI Dev Tool: FastAPI Pydantic v2 Micro-SaaS Boilerplate for Physical World AI Agents
# ==============================================================================
# This production-ready boilerplate integrates FastAPI, Pydantic v2, and Supabase
# to provide a robust foundation for developing micro-SaaS applications that interact
# with physical world AI agents.

from fastapi import FastAPI, Depends, HTTPException
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
from pydantic import BaseModel
from supabase import create_client, Client
from typing import List, Optional

# Initialize FastAPI application
app = FastAPI()

# Initialize Supabase client
supabase_url = "https://your-supabase-instance.supabase.co"
supabase_key = "your-supabase-key"
supabase: Client = create_client(supabase_url, supabase_key)

# Define Pydantic models for request and response validation
class Agent(BaseModel):
    id: int
    name: str
# ... full runnable version includes tests & documentation
  

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