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```python # AI Dev Tool: PostgreSQL Vector Search Extension CLI Automation Tool # Description: A command-line interface tool for automating PostgreSQL vector search extension tasks # Requirements: Python 3.8+, psycopg2, numpy import psycopg2 import numpy as np from typing import List, Tuple def connect_to_postgres(host: str, database: str, user: str, password: str) -> psycopg2.Connection: """ Establish a connection to a PostgreSQL database. Args: - host (str): The hostname or IP address of the PostgreSQL server. - database (str): The name of the database to connect to. - user (str): The username to use for the connection. - password (str): The password to use for the connection. Returns: - A psycopg2 Connection object. """ try: return psycopg2.connect( host=host, database=database, user=user, password=password ) except psycopg2.Error as e: print(f"Error connecting to PostgreSQL: {e}") return None def create_vector_search_extension(conn: psycopg2.Connection) -> None: """ Create the PostgreSQL vector search extension. Args:
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