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```python
# AI Dev Tool: ParqDB Vector Search API Integration Wrapper
# Description: A production-ready API integration wrapper for ParqDB vector search
# Author: [Your Name]
import os
import requests
from pydantic import BaseModel
from typing import List, Optional
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
# Define the ParqDB API endpoint
PARQDB_API_ENDPOINT = os.environ.get("PARQDB_API_ENDPOINT", "https://parqdb.example.com")
# Define the ParqDB API key
PARQDB_API_KEY = os.environ.get("PARQDB_API_KEY", "YOUR_API_KEY_HERE")
# Define the FastAPI app
app = FastAPI()
# Define the vector search request model
class VectorSearchRequest(BaseModel):
"""Vector search request model"""
query: str
# ... full runnable version includes tests & documentation
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