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```python
# AI Dev Tool: Edge AI-Powered Vector Search API
# =============================================
# This is a production-ready API integration wrapper for PostgreSQL Vector Search Extension
# using FastAPI, Pydantic v2, and Cloudflare Workers.
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from typing import List, Optional
import psycopg2
import psycopg2.extras
import json
# Initialize the FastAPI app
app = FastAPI()
# Define the PostgreSQL connection settings
PG_HOST = "localhost"
PG_DATABASE = "vector_search"
PG_USER = "postgres"
PG_PASSWORD = "password"
# Define the Vector Search model
class VectorSearchModel(BaseModel):
"""Vector Search model"""
# ... full runnable version includes tests & documentation
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