backend/services/qdrantClient.js

import { QdrantClient } from "@qdrant/js-client-rest";
import { config } from "../config/index.js";

export const qdrant = new QdrantClient({
  url: config.qdrant.url,
  apiKey: config.qdrant.apiKey || undefined,
  checkCompatibility: false
});