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```python # AI Dev Tool: PostgreSQL Vector Search Extension with Hono Type-Safe Boilerplate import os import psycopg2 from psycopg2 import Error from hono import Hono 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 # Define the vector search query model class VectorSearchQuery(BaseModel): """Vector search query model""" query: str limit: int = 10 # Define the Hono API endpoint for vector search class VectorSearchAPI(Hono): """Hono API endpoint for vector search""" def __init__(self, config: PostgreSQLConfig): self.config = config async def vector_search(self, query: VectorSearchQuery): """Perform vector search on the PostgreSQL database""" try: # Establish a connection to the PostgreSQL database conn = psycopg2.connect( host=self.config.host, database=self.config.database, user=self.config.user, password=self.config.password ) # Create a cursor object cur = conn
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