⚡ Live Sandbox: AI Dev Tool: RIP vector database

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```python
# AI Dev Tool: VectorSpark - ESP32 Microcontroller Vector Database Integration
# Description: A production-ready developer code asset for integrating vector databases with ESP32 microcontrollers
# Category: API Integration Wrapper

import os
import json
from typing import Dict, List
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
from fastapi.requests import Request
from pydantic import BaseModel
from esp32 import ESP32

# Initialize the FastAPI application
app = FastAPI()

# Define the ESP32 microcontroller configuration model
class ESP32Config(BaseModel):
    device_id: str
    device_key: str
    vector_db_url: str

# Define the vector database query model
class VectorQuery(BaseModel):
    query_vector: List[float]
    top_k: int

# Initialize the ESP32 microcontroller and vector database connections
esp32_config = ESP32Config(
    device_id="esp32-device",
    device_key="esp32-device-key",
    vector_db_url="http://vector-db:8000"
)

# Create an instance of the ESP32 microcontroller
esp32 = ESP32(esp32_config.device_id, esp32_config.device_key)

# Define the API

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