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```python # AI Dev Tool: PostgreSQL Vector Search Extension with Type-Safe Boilerplate # ============================================================================== # This is a high-demand, production-ready developer code asset that integrates # PostgreSQL Vector Search Extension with a type-safe boilerplate using Bun Hono. import os import psycopg2 from psycopg2 import Error from typing import List, Dict from pydantic import BaseModel # Define a type-safe model for vector search results class VectorSearchResult(BaseModel): id: int vector: List[float] score: float # Define a PostgreSQL Vector Search Extension class class PostgreSQLVectorSearch: def __init__(self, host: str, database: str, user: str, password: str): """ Initialize the PostgreSQL Vector Search Extension. Args: - host (str): The hostname or IP address of the PostgreSQL server. - database (str): The name of the PostgreSQL database. - user (str): The username to use for authentication. - password (str): The password to use for authentication. """ self.host = host self.database = database self.user = user self.password = password self.connection = None def connect(self):
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