using Qdrant.Client;
using Qdrant.Client.Grpc;

public class Snippet
{
	public static async Task Run()
	{
		var client = new QdrantClient(
		  host: "xyz-example.qdrant.io",
		  port: 6334,
		  https: true,
		  apiKey: "<your-api-key>"
		);

		await client.QueryAsync(
		    collectionName: "{collection_name}",
		    query: new Document() { Model = "qdrant/bm25", Text = "How to bake cookies?" },
		    usingVector: "my-bm25-vector"
		);
	}
}