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```python
# AI Dev Tool: PostgreSQL Vector Search Extension Boilerplate
# ================================================
# This boilerplate provides a production-ready starter for building vector search applications
# using PostgreSQL and Python. It includes a CLI automation tool for indexing and querying vectors.
import os
import sys
import psycopg2
from psycopg2 import Error
from typing import List, Tuple
from pydantic import BaseModel
# PostgreSQL Connection Settings
class PostgreSQLConfig(BaseModel):
"""PostgreSQL connection settings"""
host: str
database: str
user: str
password: str
# Vector Search Model
class VectorSearchModel(BaseModel):
"""Vector search model"""
id: int
# ... full runnable version includes tests & documentation
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