landing_page/qdrant-landing/content/documentation/headless/snippets/inference/cohere-query/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.Query(ctx, &qdrant.QueryPoints{
	CollectionName: "<your-collection>",
	Query: qdrant.NewQueryNearest(
		qdrant.NewVectorInputDocument(&qdrant.Document{
			Text:  "a green square",
			Model: "cohere/embed-v4.0",
			Options: qdrant.NewValueMap(map[string]any{
				"cohere-api-key":   "<YOUR_COHERE_API_KEY>",
				"output_dimension": 512,
			}),
		}),
	),
})