Backups (Cloud): include automated process

- Based on testing at the cloud.qdrant.io console

qdrant-landing/content/documentation/cloud/aws-marketplace.md

@@ -39,4 +39,4 @@ Now that you have signed up via AWS Marketplace, please read our instructions to
 
 2. Learn how to [authenticate and access your cluster](../../cloud/authentication/).
 
-3. Additional open source [documentation](../../troubleshooting/).
+3. Additional open source [documentation](../../troubleshooting/).

qdrant-landing/content/documentation/cloud/backups.md

@@ -1,36 +1,98 @@
 ---
 title: Backups
-weight: 30
+weight: 60
 ---
 
-# Backups
+# Cloud Backups
 
-There are situations where you need to restore your cluster because of application or system failure.
+Qdrant organizes cloud instances as clusters. On occasion, you may need to
-In most cases you will have a source of truth for your data in a regular database and would be able to reindex the data into your Qdrant vector search cluster.
+restore your cluster because of application or system failure.
-However, encoding and uploading a big amount of data might require a long time.
+
-For high availability critical projects we highly recommend relying on replication, which is always a better option, because it guarantees the proper cluster functionality as long as at least one replica is running.
+You may already have a source of truth for your data in a regular database. If you
-For less critical use-cases you can make use of one of the available options.
+have a problem, you could reindex the data into your Qdrant vector search cluster.
+However, this process can take time. For high availability critical projects we
+recommend replication. It guarantees the proper cluster functionality as long as
+at least one replica is running.
+
+For less critical use-cases you can set up automatic or self-service backups.
+
+## Prerequisites
+
+You can back up your Qdrant clusters though the Qdrant Cloud
+Dashboard at https://cloud.qdrant.io. This section assumes that you've already
+set up your cluster, as described in the following sections:
+
+- [Create a cluster](/documentation/cloud/create-cluster/)
+- Set up [Authentication](/documentation/cloud/authentication/)
+- Configure one or more [Collections](/documentation/concepts/collections/)
 
 ## Automatic backups
 
-The cloud platform offers an option for automatic backups of your clusters. It is possible to configure periodical file system level snapshots to restore a cluster from a hard copy.
+You can set up automatic backups of your clusters with our Cloud UI at
-On the cluster settings section you can choose how often a backup should be taken and how many copies you want to keep.
+https://cloud.qdrant.io. With the procedures listed in this page, you can set up
+snapshots on a daily/weekly/monthly basis. You can keep as many snapshots as you
+need. You can restore a cluster from the snapshot of your choice.
 
-To restore a Qdrant cluster from backup, you can select a desired backup copy version and start the restore process.
+> Note: Restoring a snapshot may create issues:
-Attention: during the restoring process the affected cluster will not be available because the cluster will be deleted and created from scratch from the backup copy.
+> - The affected cluster is not available while a snapshot is being restored.
-Please also note, that if you changed the cluster setup after the copy was created, the new cluster will reset to the previous configuration.
+> - If you changed the cluster setup after the copy was created, the new cluster 
+    resets to the previous configuration. You may lose data after the date of 
+    that restored snapshot.
 
-## Self-service backups
+### Configure a backup
 
-Qdrant engine offers a snapshot API that allows to create a snapshot of a particular collection or even the whole storage.
+After you have taken the prerequisite steps, you can configure a backup with the
-Please refer to the [snapshot documentation](../../concepts/snapshots/) for details.
+[Qdrant Cloud Dashboard](https://cloud.qdrant.io). To do so, take these steps:
 
-Here is how you can quickly snapshot and recover a collection:
+1. Sign in to the dashboard
+1. Select Clusters.
+1. Select the cluster that you want to back up.
+   ![Select a cluster](/documentation/cloud/select-cluster.png)
+1. Find and select the **Backups** tab.
+1. Now you can set up a backup schedule.
+   The **Days of Retention** is the number of days after a backup snapshot is
+   deleted.
+1. Alternatively, you can select **Backup now** to take an immediate snapshot.
 
-1. Take a snapshot
+![Configure a cluster backup](/documentation/cloud/backup-schedule.png)
-   - In case of a single node cluster, simply call the snapshot endpoint on the exposed url. 
+
-   - In case of a multi node cluster you’d need to take a snapshot on each node that the collection resides upon. To achieve this, you simply prepend `node-{num}-` to your cluster url and call the [snapshot endpoint](../../concepts/snapshots/#create-snapshot) on the individual hosts, starting with node 0 up to the number of nodes minus one.
+### Restore a backup
-   - In the response you'll get the name of the snapshot taken.
+
+If you have a backup, it appears in the list of **Available Backups**. You can
+choose to restore or delete the backups of your choice.
+
+![Restore or delete a cluster backup](/documentation/cloud/restore-delete.png)
+
+### Self-service backups
+
+Alternatively, Qdrant offers a snapshot API which allows you to create a snapshot
+of a specific collection or your entire cluster. For more information, see our
+[snapshot documentation](/documentation/concepts/snapshots/).
+
+### Backup considerations
+
+Backups are incremental. For example, if you have two backups, backup number 2
+contains only the data that changed since backup number 1. This reduces the
+total cost of your backups.
+
+You can create multiple backup schedules.
+
+When you restore a snapshot, any changes made after the date of the snapshot
+are lost.
+
+<!-- I think we should move this to the Snapshot page, but I'll do it later -->
+
+## Backups with a snapshot
+
+Here is how you can snapshot and recover a collection:
+
+1. Take a snapshot:
+   - For a single node cluster, call the snapshot endpoint on the exposed URL.
+   - For a multi node cluster call a snapshot on each node of the collection. 
+     Specifically, prepend `node-{num}-` to your cluster URL.
+     Then call the [snapshot endpoint](../../concepts/snapshots/#create-snapshot) on the individual hosts. Start with node 0.
+   - In the response, you'll see the name of the snapshot.
 2. Delete and recreate the collection.
-3. Recover the snapshot
+3. Recover the snapshot:
-   - Call the [recover endpoint](../../concepts/snapshots/#recover-in-cluster-deployment) with location pointing to the snapshot file (`file:///qdrant/snapshots/{collection_name}/{snapshot_file_name}`) you got for each host.
+   - Call the [recover endpoint](../../concepts/snapshots/#recover-in-cluster-deployment). Set a location which points to the snapshot file (`file:///qdrant/snapshots/{collection_name}/{snapshot_file_name}`) for each host.
+