epath, ehandler := adiomv1connect.NewEmbeddingServiceHandler(vector.NewOllama("http://localhost:11434/api", "nomic-embed-text"))

package main

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)
	}

	client.CreateCollection(context.Background(), &qdrant.CreateCollection{
		CollectionName: "test_collection",
		VectorsConfig: qdrant.NewVectorsConfig(&qdrant.VectorParams{
			Size:     768,
			Distance: qdrant.Distance_Cosine,
		}),
	})

}

docker pull qdrant/qdrant
docker run -d -p 6333:6333 -p 6334:6334 \
    -v "$(pwd)/qdrant_storage:/qdrant/storage:z" \
    qdrant/qdrant

 go run main.go -ns test.movies:test_collection --verbosity DEBUG mongodb://localhost:27017 --max-page-size 300 qdrant --host localhost --port 6334 grpc://localhost:8085 --insecure