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```python # AI Dev Tool: Omni Vector Search # A production-ready developer code asset for PostgreSQL Vector Search Extension import os import psycopg2 from psycopg2 import Error from typing import List, Dict import numpy as np from nextjs_expo_monorepo_boilerplate import create_app # Define a function to connect to PostgreSQL database def connect_to_db(host: str, database: str, user: str, password: str) -> psycopg2.connection: """ Connect to a PostgreSQL database. Args: - host (str): The host URL of the database. - database (str): The name of the database. - user (str): The username to use for the connection. - password (str): The password to use for the connection. Returns: - connection (psycopg2.connection): The connection object. """ try: connection = psycopg2.connect( host=host, database=database, user=user, password=password ) return connection except Error as e: print(f"Error connecting to database: {e}") return None # Define a function to create a vector search index def create_vector_search_index(connection
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