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```python # AI Dev Tool: PostgreSQL Vector Search Extension with FastAPI and Hono # ================================================================ # This is a production-ready developer code asset that integrates # PostgreSQL Vector Search Extension with FastAPI and Hono Cloudflare Workers. from fastapi import FastAPI, HTTPException from fastapi.responses import JSONResponse from fastapi.requests import Request from pydantic import BaseModel from typing import List, Optional import psycopg2 import json from hono import Hono # Define the FastAPI application app = FastAPI() # Define the Hono Cloudflare Workers instance hono = Hono() # Define the PostgreSQL database connection settings POSTGRES_HOST = "localhost" POSTGRES_PORT = 5432 POSTGRES_DB = "vector_search_db" POSTGRES_USER = "vector_search_user" POSTGRES_PASSWORD = "vector_search_password" # Define the PostgreSQL Vector Search Extension query function def query_vector_search(query: str, limit: int = 10): """ Query the PostgreSQL Vector Search Extension. Args: - query (str): The search query. - limit (int): The number of results to return (default: 10). Returns: - A list of search results
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