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```python
# AI Dev Tool: PostgreSQL Vector Search Extension API Wrapper
# =========================================================
# This is a high-demand, production-ready API integration wrapper for PostgreSQL Vector Search Extension.
# It provides a simple and efficient way to interact with the PostgreSQL database and perform vector searches.
import os
import psycopg2
from psycopg2 import Error
from typing import List, Dict
class PostgreSQLVectorSearchAPI:
"""
PostgreSQL Vector Search Extension API Wrapper.
This class provides methods to interact with the PostgreSQL database and perform vector searches.
"""
def __init__(self, host: str, database: str, user: str, password: str):
"""
Initialize the PostgreSQLVectorSearchAPI object.
Args:
- host (str): The hostname or IP address of the PostgreSQL database server.
- database (str): The name of the PostgreSQL database.
# ... full runnable version includes tests & documentation
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