Connecting to the Qdrant application in Nebius AI Cloud

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Prerequisites

1. Make sure you are in a group that has at least the editor role within your tenant; for example, the default editors group. You can check this in the Administration → IAM section of the web console.
2. Download the Nebius AI Cloud certificate and install it according to your operating system instructions. You only need the certificate in the following cases:
   • You deployed the application before June 27, 2025, in a project located in the eu-north1 or eu-west1 regions.
   • You deployed the application before June 30, 2025, in a project located in the us-central1 region.
   You can find the deployment date on your application’s page.

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How to connect

1. In the web console, go to  Applications.
2. Under Installed applications, click on your application.
3. Under Artifacts, copy the URL from Public endpoint.
4. Connect to a Qdrant interface of your choice:

from qdrant_client import QdrantClient

qdrant_client = QdrantClient(
    url="https://<public_endpoint>",
    api_key="<API_key>",
)

curl -X GET 'https://<public_endpoint>/collections' \
  --header 'api-key: <API_key>'