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```python # AI Dev Tool: Vector Search API # A production-ready API integration wrapper for PostgreSQL Vector Search # using FastAPI, Pydantic, and Hono Cloudflare Workers from fastapi import FastAPI, HTTPException from pydantic import BaseModel from hono import Hono from typing import List, Dict import psycopg2 import json # Define the PostgreSQL connection parameters POSTGRES_HOST = "localhost" POSTGRES_PORT = 5432 POSTGRES_DB = "vector_search" POSTGRES_USER = "postgres" POSTGRES_PASSWORD = "postgres" # Define the Hono Cloudflare Workers API endpoint HONO_API_ENDPOINT = "https://api.hono.dev/v1" # Define the Vector Search API app = FastAPI() # Define the request and response models class VectorSearchRequest(BaseModel): query: str limit: int = 10 class VectorSearchResponse(BaseModel): results: List[Dict[str, str]] # Define the Hono Cloudflare Workers client hono = Hono(api_key="YOUR_HONO_API_KEY") # Define the PostgreSQL connection function def connect_to_postgres(): try: conn = psycopg2.connect( host=POST
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