Markdown and other corrections

Author: jasonnovichRunAI

docs/admin/runai-setup/self-hosted/k8s/backend.md

@@ -1,10 +1,12 @@
 
 # Install the Run:ai Control Plane
 
-## Prerequisites and preperations
-Make sure you have followed the Control Plane [prerequisites](./prerequisites.md) and [preperations](./preperations.md).
+## Prerequisites and preparations
+
+Make sure you have followed the Control Plane [prerequisites](./prerequisites.md) and [preparations](./preparations.md).
 
 ## Helm install
+
 Run the helm command below:
 
 === "Connected"
@@ -36,20 +38,20 @@ Run the helm command below:
 !!! Tip
     Use the  `--dry-run` flag to gain an understanding of what is being installed before the actual installation.
 
-
 ## Additional Run:ai configurations (optional)
+
 There may be cases where you need to set additional properties,
-To apply the changes run `helm upgrade` and use `--set` to set specific confiogurations, and restart the relevant Run:ai pods so they can fetch the new configurations.
+To apply the changes run `helm upgrade` and use `--set` to set specific configurations, and restart the relevant Run:ai pods so they can fetch the new configurations.
 
 |  Key     | Change   | Description |
-|----------|----------|-------------| 
+|----------|----------|-------------|
 | `global.ingress.ingressClass` |  Ingress class  |  Run:ai default is using NGINX. If your cluster has a different ingress controller, you can configure the ingress class to be created by Run:ai |
 | `global.ingress.tlsSecretName`  | TLS secret name  | Run:ai requires the creation of a secret with domain certificate. See [above](#domain-certificate). If the `runai-backend` namespace already had such a secret, you can set the secret name here  |
-| `<component>` <br> &ensp;`resources:` <br> &emsp; `limits:` <br> &emsp; &ensp; `cpu: 500m` <br> &emsp; &ensp; `memory: 512Mi` <br> &emsp; `requests:` <br> &emsp; &ensp; `cpu: 250m` <br> &emsp; &ensp; `memory: 256Mi`  | Pod request and limits  |  Set Run:ai and 3rd party services' resources  |   
+| `<component>` <br> &ensp;`resources:` <br> &emsp; `limits:` <br> &emsp; &ensp; `cpu: 500m` <br> &emsp; &ensp; `memory: 512Mi` <br> &emsp; `requests:` <br> &emsp; &ensp; `cpu: 250m` <br> &emsp; &ensp; `memory: 256Mi`  | Pod request and limits  |  Set Run:ai and 3rd party services' resources  |
 |<div style="width:200px"></div>| | |
 
-
 ## Additional 3rd party configurations (optional)
+
 The Run:ai Control Plane chart, includes multiple sub-charts of 3rd party components:
 
 * [PostgreSQL](https://artifacthub.io/packages/helm/bitnami/postgresql){target=_blank} - Data store
@@ -62,15 +64,16 @@ The Run:ai Control Plane chart, includes multiple sub-charts of 3rd party compon
 !!! Tip
     Click on any component, to view it's chart values and configurations
 
-If you have opted to connect to an [external PostgreSQL database](preperations.md#external-postgres-database-optional), refer to the additional configurations table below. Adjust the following parameters based on your connection details:
+If you have opted to connect to an [external PostgreSQL database](preparations.md#external-postgres-database-optional), refer to the additional configurations table below. Adjust the following parameters based on your connection details:
 
 1. Disable PostgreSQL deployment - `postgresql.enabled`
 2. Run:ai connection details - `global.postgresql.auth`
 3. Grafana connection details - `grafana.dbUser`, `grafana.dbPassword`
 
 ### PostgreSQL
+
 |  Key     | Change   | Description |
-|----------|----------|-------------| 
+|----------|----------|-------------|
 | `postgresql.enabled`| PostgreSQL installation | If set to `false` the PostgreSQL will not be installed |
 | `global.postgresql.auth.host`  | PostgreSQL host | Hostname or IP address of the PostgreSQL server  |
 | `global.postgresql.auth.port`  | PostgreSQL port | Port number on which PostgreSQL is running  |
@@ -82,21 +85,24 @@ If you have opted to connect to an [external PostgreSQL database](preperations.m
 | `postgresql.primary.persistence.storageClass` | Storage class | The installation to work with a specific storage class rather than the default one |
 
 ### Thanos
+
 |  Key     | Change   | Description |
-|----------|----------|-------------| 
+|----------|----------|-------------|
 | `thanos.receive.persistence.storageClass` | Storage class | The installation to work with a specific storage class rather than the default one |
 
 ### Keycloakx
+
 |  Key     | Change   | Description |
-|----------|----------|-------------| 
-| `keycloakx.adminUser` | User name of the internal identity provider administrator | This user is the administrator of Keycloak | 
-| `keycloakx.adminPassword` | Password of the internal identity provider administrator | This password is for the administrator of Keycloak | 
+|----------|----------|-------------|
+| `keycloakx.adminUser` | User name of the internal identity provider administrator | This user is the administrator of Keycloak |
+| `keycloakx.adminPassword` | Password of the internal identity provider administrator | This password is for the administrator of Keycloak |
 | `keycloakx.existingSecret`  | Keycloakx Credentials (secret) | Existing secret name with authentication credentials   |
 | `global.keycloakx.host` |  KeyCloak (Run:ai internal identity provider) host path | Override the DNS for Keycloak. This can be used to access Keycloak from outside the Run:ai Control Plane cluster via ingress |
 
 ### Grafana
+
 |  Key     | Change   | Description |
-|----------|----------|-------------| 
+|----------|----------|-------------|
 | `grafana.db.existingSecret`  | Grafana database connection credentials (secret) | Existing secret name with authentication credentials   |
 | `grafana.dbUser`  | Grafana database username  | Username for accessing the Grafana database |
 | `grafana.dbPassword`  | Grafana database password | Password for the Grafana database user |
@@ -105,8 +111,9 @@ If you have opted to connect to an [external PostgreSQL database](preperations.m
 | `grafana.adminPassword`  | Grafana password  |   Override the Run:ai default password for accessing Grafana |
 
 ### Redis
+
 |  Key     | Change   | Description |
-|----------|----------|-------------| 
+|----------|----------|-------------|
 | `redisCache.auth.password` | Redis (Runai internal cache mechanism) applicative password | Override the default password |
 | `redisCache.auth.existingSecret`  | Redis credentials (secret) | Existing secret name with authentication credentials   |