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```python
# AI Dev Tool: PostgreSQL Vector Search Extension API Wrapper
# ==============================================================================
# This is a high-demand, production-ready developer code asset for interacting
# with the PostgreSQL Vector Search Extension. It provides a simple and intuitive
# API for performing vector searches on your PostgreSQL database.

import os
import psycopg2
from psycopg2 import errors
from typing import List, Dict

class PostgreSQLVectorSearchAPI:
    """
    A Python API wrapper for the PostgreSQL Vector Search Extension.
    
    Attributes:
    - host (str): The hostname or IP address of the PostgreSQL server.
    - database (str): The name of the PostgreSQL database.
    - username (str): The username to use for authentication.
    - password (str): The password to use for authentication.
    """

def __init__(self, host: str, database: str, username: str, password: str):
        """
        Initializes the PostgreSQLVectorSearchAPI instance.
        
        Args:
        - host (str): The hostname or IP address of the PostgreSQL server.
        - database (str): The name of the PostgreSQL database.
        - username (str): The username to use for authentication.
        - password (str): The password to use for authentication.
        """

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