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

public class Snippet
{
    public static async Task Run()
    {
        var client = new QdrantClient("localhost", 6334); // @hide

        await client.QueryAsync(
            collectionName: "books",
            prefetch: new List<PrefetchQuery>
            {
                new()
                {
                    Using = "description-dense",
                    Query = new Document
                    {
                        Text = "9780553213515",
                        Model = "sentence-transformers/all-minilm-l6-v2",
                    },
                    ScoreThreshold = 0.5f,
                },
                new()
                {
                    Using = "isbn-bm25",
                    Query = new Document { Text = "9780553213515", Model = "Qdrant/bm25" },
                },
            },
            query: Fusion.Rrf,
            payloadSelector: true,
            limit: 10
        );
    }
}