package snippet

import (
	"context"

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

func Main() {
	client, err := qdrant.NewClient(&qdrant.Config{
		Host: "localhost",
		Port: 6334,
	})

	if err != nil {
		panic(err)
	} // @hide

	client.CreateCollection(context.Background(), &qdrant.CreateCollection{
		CollectionName: "{collection_name}",
		VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
			Size:     768,
			Distance: qdrant.Distance_Cosine,
		}),
		OptimizersConfig: &qdrant.OptimizersConfigDiff{
			IndexingThreshold: qdrant.PtrOf(uint64(20000)),
		},
	})
}