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```python
# AI Dev Tool: PostgreSQL Vector Search Extension with Rust WebAssembly Edge Function
# ==============================================================================
# This is a production-ready developer code asset that integrates PostgreSQL Vector Search Extension
# with a Rust WebAssembly Edge Function for efficient and scalable similarity searches.

import os
import psycopg2
from psycopg2 import extras
from pydantic import BaseModel
from typing import List, Optional

# Define the PostgreSQL connection settings
class PostgreSQLConfig(BaseModel):
    """PostgreSQL connection settings"""
    host: str
    database: str
    user: str
    password: str
    port: int = 5432

# Define the Vector Search model
class VectorSearchModel(BaseModel):
    """Vector Search model"""
    id: int
    vector: List[float]

# Define the Edge Function settings
class EdgeFunctionConfig(BaseModel):
    """Edge Function settings"""
    wasm_file: str
    function_name: str

# Initialize the PostgreSQL connection
def init_postgresql_connection(config: PostgreSQLConfig):
    """Initialize the PostgreSQL connection"""
    try:
        conn = psycopg2.connect(
            host=config.host,
            database=config.database,
            user=config.user,
            password=config.password,
            port=config.port
        )
        return conn

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