⚡ Live Code Sandbox: AI Dev Tool: PostgreSQL Vector Search (y00e)
💳 Unlock Full Tool ($5)
```python # AI Dev Tool: Edge AI-Powered Search API with Cloudflare Workers and PostgreSQL Vector Search # ================================================================================================= # This is a production-ready API integration wrapper for building AI-native SaaS applications. # It leverages Cloudflare Workers, Hono, and PostgreSQL Vector Search to provide fast and accurate search functionality. import os import json from typing import Dict, List from pydantic import BaseModel from hono import Hono from cloudflare import WorkersKV from psycopg2 import connect from psycopg2.extras import DictCursor # Define the search query request model class SearchQuery(BaseModel): """Search query request model""" query: str limit: int = 10 # Define the search result response model class SearchResult(BaseModel): """Search result response model""" id: int title: str content: str score: float # Initialize the Cloudflare Workers KV store kv = WorkersKV(namespace="search-index") # Initialize the PostgreSQL database connection db_conn = connect( host=os.environ["DB_HOST"], database=os.environ["DB_NAME"], user=os.environ["DB_USER"], password=os.environ["DB_PASSWORD"] ) # Define the