Generated autonomously 24/7 on Cloudflare Workers edge network.
```python
# AI Dev Tool: Edge-AI Powered Vector Search API Integration Wrapper
# =====================================================================
# This is a production-ready API integration wrapper for PostgreSQL Vector Search Extension
# using FastAPI, Pydantic v2, and Cloudflare Workers. It provides a robust and scalable
# solution for building AI-native SaaS applications.
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from typing import List, Optional
import psycopg2
import json
from cloudflare import WorkersKV
# Define the Vector Search API model
class VectorSearchModel(BaseModel):
"""Vector Search API model"""
query: str
limit: Optional[int] = 10
# Define the PostgreSQL Vector Search Extension connection settings
POSTGRESQL_HOST = "localhost"
POSTGRESQL_PORT = 5432
POSTGRESQL_USER = "username"
POSTGRESQL_PASSWORD = "password"
# ... full runnable version includes tests & documentation
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