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```python
# AI Dev Tool: PostgreSQL Vector Search Extension API Integration Wrapper
# ========================================================================
# This API Integration Wrapper provides a simple and efficient way to interact with the PostgreSQL Vector Search Extension.
# It allows developers to easily integrate vector search functionality into their applications.
import psycopg2
from psycopg2 import Error
from typing import List, Dict
class PostgreSQLVectorSearchAPI:
"""
PostgreSQL Vector Search Extension API Integration Wrapper.
Attributes:
----------
host : str
The hostname or IP address of the PostgreSQL database server.
database : str
The name of the PostgreSQL database.
user : str
The username to use for the connection.
password : str
The password to use for the connection.
"""
# ... full runnable version includes tests & documentation
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