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```python # AI Dev Tool: Benchmarking Pocket-Scale Inference with PostgreSQL Vector Search Extension # Description: A production-ready CLI automation tool for benchmarking pocket-scale inference # using PostgreSQL Vector Search Extension and Hy4 preview. import argparse import time import psycopg2 from psycopg2 import Error from typing import List, Dict # Define a function to create a PostgreSQL connection def create_postgres_connection( host: str, database: str, user: str, password: str ) -> psycopg2.connection: """ Creates a PostgreSQL connection. Args: - host (str): The host URL. - database (str): The database name. - user (str): The username. - password (str): The password. Returns: - psycopg2.connection: A PostgreSQL connection object. """ try: # Establish a connection to the PostgreSQL database connection = psycopg2.connect( host=host, database=database, user=user, password=password ) return connection except Error as e: print(f"Error creating PostgreSQL connection: {e}") return None # Define a function to create a table with vector search extension def create_table_with
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