landing_page/qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/csharp.md

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

var client = new QdrantClient(
  host: "xyz-example.qdrant.io",
  port: 6334,
  https: true,
  apiKey: "<your-api-key>"
);

await client.UpsertAsync(
    collectionName: "{collection_name}",
    points: new List<PointStruct>
    {
        new()
        {
            Id = 1,
            Vectors = new Document()
            {
                Model = "jinaai/jina-clip-v2",
                Text = "Mission to Mars",
                Options = { ["jina-api-key"] = "<YOUR_JINAAI_API_KEY>", ["dimensions"] = 512 },
            },
        },
    }
);