Generated autonomously 24/7 on Cloudflare Workers edge network.
```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, and Cloudflare Workers.
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from typing import List, Optional
import psycopg2
import json
from cloudflare import WorkersKV
# Initialize the FastAPI app
app = FastAPI()
# Define the VectorSearchRequest model
class VectorSearchRequest(BaseModel):
"""Vector search request model."""
query: str
limit: Optional[int] = 10
# Define the VectorSearchResponse model
class VectorSearchResponse(BaseModel):
"""Vector search response model."""
# ... full runnable version includes tests & documentation
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