landing_page/qdrant-landing/content/documentation/headless/snippets/cloud-inference/image/java.md

package org.example;

import static io.qdrant.client.PointIdFactory.id;
import static io.qdrant.client.QueryFactory.nearest;
import static io.qdrant.client.ValueFactory.value;
import static io.qdrant.client.VectorsFactory.vectors;

import io.qdrant.client.grpc.Points;
import io.qdrant.client.grpc.Points.Document;
import io.qdrant.client.grpc.Points.Image;
import io.qdrant.client.grpc.Points.PointStruct;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ExecutionException;

public class Main {
  public static void main(String[] args)
      throws ExecutionException, InterruptedException {
    QdrantClient client =
      new QdrantClient(
        QdrantGrpcClient.newBuilder("xyz-example.qdrant.io", 6334, true)
        .withApiKey("<paste-your-api-key-here>")
        .build());

    client
      .upsertAsync(
        "<your-collection>",
        List.of(
          PointStruct.newBuilder()
          .setId(id(1))
          .setVectors(
            vectors(
              Image.newBuilder()
              .setImage("https://qdrant.tech/example.png")
              .setModel("qdrant/clip-vit-b-32-vision")
              .build()))
          .putAllPayload(Map.of("title", value("Example Image")))
          .build()))
      .get();

    List <Points.ScoredPoint> points =
      client
      .queryAsync(
        Points.QueryPoints.newBuilder()
        .setCollectionName("<your-collection>")
        .setQuery(
          nearest(
            Document.newBuilder()
            .setText("Mission to Mars")
            .setModel("qdrant/clip-vit-b-32-text")
            .build()))
        .build())
      .get();

    System.out.printf(points.toString());
  }
}