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Qdrant

Vector search database, ready to run as a private service.

SettingValue
Imageqdrant/qdrant:v1.15.5
Port6333 (HTTP, private)
StorageVolume at /qdrant/storage
Minimum size0.5 vCPU · 512 MiB

Create it

In your project, choose Create, then Qdrant from the templates. Raseef creates the service with the settings below, generates its secrets and deploys it. Its data lives on its own volume.

Connect from your app

Qdrant is a private service: it has no public address. Other services in the same environment reach it on its private address and port, which Raseef offers as variables you can reference.

Reference its address and port from your app, using the name you gave the service (here qdrant):

Variables of your app
QDRANT_HOST=${{ qdrant.RASEEF_PRIVATE_DOMAIN }}
QDRANT_PORT=${{ qdrant.RASEEF_PRIVATE_PORT }}

Its credentials are generated when the service is created (see below). Reference them the same way, for example ${{ qdrant.QDRANT__SERVICE__API_KEY }}.

See Variables for how references work.

Variables

Generated once, when the service is created, and stored encrypted:

VariableValue
QDRANT__SERVICE__API_KEYA random token, 96 hex characters

Set by the template:

VariableValue
QDRANT__STORAGE__SNAPSHOTS_PATH/qdrant/storage/snapshots

Every variable of a template service is managed by Raseef and cannot be edited. The workspace owner can reveal the secrets from the service panel; each reveal is recorded in the audit log.

Data and backups

The data directory /qdrant/storage is a persistent volume: it survives restarts and deploys. A service with a volume runs a single replica, and a deploy stops the old replica before starting the new one, so expect a short interruption. See Volumes for sizes and backups.

Version

The service runs qdrant/qdrant:v1.15.5, pinned by digest when the service is created and kept on that exact image afterwards. Template catalog version 2026-10-19.1.

Upstream documentation: qdrant/qdrant.

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