⚡ Live Sandbox: AI Dev Tool: Kagi added a setting

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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

# Define search result model
class SearchResult(BaseModel):
    id: int
    title: str
    link: str
    paywalled: bool

# Search filter endpoint
@app.post("/search", response_model=List[SearchResult])
async def search(filter: SearchFilter):
    """
    Search for links based on the given query and filter options.

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