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A vector similarity search engine for storing, searching, and managing embeddings. This page describes the Levelrail template for Qdrant (Database Tools). It deploys the services below as one Docker Compose app on your own server. Project site: https://qdrant.tech/documentation/. Recommended memory: about 512 MiB.

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Services, ports and volumes

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Environment variables

Passwords and keys marked as generated are created for you when the app is deployed and stored as secrets. Values are not shown here.

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Deploy Qdrant with Levelrail

In the dashboard, open Apps, choose New app, then Browse templates, and select Qdrant. Review the Compose body and deploy. With the CLI:
See the service template catalog for how templates work, and Getting started if you have not installed Levelrail yet.

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More Database Tools templates

All templates are listed in the self-host gallery.
Last modified on October 12, 2026