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```python
# AI Dev Tool: FastAPI Supabase Search Filter
# ============================================
# A production-ready boilerplate for building fast and scalable search filters
# using FastAPI and Supabase.
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
# Initialize FastAPI app
app = FastAPI()
# Initialize Supabase client
SUPABASE_URL = "https://your-supabase-instance.supabase.co"
SUPABASE_KEY = "your-supabase-key"
SUPABASE_SECRET = "your-supabase-secret"
supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
# Define search filter model
class SearchFilter(BaseModel):
query: str
remove_paywalled: bool = False
# ... full runnable version includes tests & documentation
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