landing_page/qdrant-landing/content/documentation/headless/snippets/cloud-inference/simple/csharp.md

using Qdrant.Client;
using Qdrant.Client.Grpc;
using Value = Qdrant.Client.Grpc.Value;

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

await client.UpsertAsync(
  collectionName: "<your-collection>",
  points: new List <PointStruct> {
    new() {
      Id = 1,
        Vectors = new Document() {
          Text = "Recipe for baking chocolate chip cookies",
          Model = "<the-model-to-use>",
        },
        Payload = {
          ["topic"] = "cooking",
          ["type"] = "dessert"
        },
    },
  }
);

var points = await client.QueryAsync(
  collectionName: "<your-collection>",
  query: new Document() {
    Text = "How to bake cookies?",
    Model = "<the-model-to-use>"
  }
);

foreach(var point in points) {
  Console.WriteLine(point);
}