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

import (
	"context"
	"time"

	"github.com/qdrant/go-client/qdrant"
)

client, err := qdrant.NewClient(&qdrant.Config{
	Host:   "xyz-example.qdrant.io",
	Port:   6334,
	APIKey: "<paste-your-api-key-here>",
	UseTLS: true,
})

client.Upsert(ctx, &qdrant.UpsertPoints{
	CollectionName: "<your-collection>",
	Points: []*qdrant.PointStruct{
		{
			Id: qdrant.NewIDNum(uint64(1)),
			Vectors: qdrant.NewVectorsImage(&qdrant.Image{
				Model: "jinaai/jina-clip-v2",
				Image: qdrant.NewValueString("https://qdrant.tech/example.png"),
				Options: qdrant.NewValueMap(map[string]any{
					"jina-api-key": "<YOUR_JINAAI_API_KEY>",
					"dimensions":   512,
				}),
			}),
		},
	},
})