AI Dev Tool: Extreme 220GHzBroadband Silicon Capacitor

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Preview Code

```python
# AI Dev Tool: Extreme Broadband Vector Search API
# ================================================
# This is a production-ready API integration wrapper for PostgreSQL Vector Search Extension
# using FastAPI and Supabase. It provides a robust and scalable solution for vector search
# use cases, leveraging the power of Rust SIMD on the GPU for accelerated computations.

from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
from pydantic import BaseModel
from supabase import create_client, Client
from typing import List, Optional
import os
import logging

# Initialize logger
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)

# Define the 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 FastAPI app
# ... full runnable version includes tests & documentation