Merge pull request #7728 from ovh/SR-AI-fixes

FIXES - AI guides

Author: tcpdumpfbacke

pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli/guide.en-gb.md

@@ -10,7 +10,7 @@ This guide covers the installation of the **ovhai** CLI. The CLI is the recommen
 
 ## Requirements
 
--   a [Public Cloud project](https://www.ovhcloud.com/en-gb/public-cloud/) in your OVHcloud account
+-   a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account
 -   **AI Training activated** for your account, see [how to submit a job Step 2](/pages/public_cloud/ai_machine_learning/training_guide_02_howto_submit_job)
 -   a user for AI Tools, see [how to create a user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users)
 
@@ -98,4 +98,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-gb/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project.
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project.

pages/public_cloud/ai_machine_learning/cli_11_howto_run_notebook_cli/guide.en-gb.md

@@ -321,7 +321,7 @@ Learn how to access your Object Storage data and Git repositories from your note
 
 Learn how to share your notebooks with other people [here](/pages/public_cloud/ai_machine_learning/cli_14_howto_cli_sharing).
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-gb/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project.
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project.
 
 ## Feedback
 

pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-gb.md

@@ -212,7 +212,7 @@ For more information about the job and its lifecycle refer to the [jobs page](/p
 
 To know more about the CLI and available commands to interact with your job check out the [overview of `ovhai`](/pages/public_cloud/ai_machine_learning/cli_15_commands_reference)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-gb/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project.
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project.
 
 ## Feedback
 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.de-de.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/de/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.en-asia.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/asia/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.en-au.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-au/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.en-ca.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-ca/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.en-gb.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-gb/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.en-ie.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-ie/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.en-sg.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en-sg/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.en-us.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/en/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.es-es.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/es-es/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project. 

pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli/guide.es-us.md

@@ -57,7 +57,7 @@ ovhai token create basetoken --label-selector model=base --role operator
 
 ### Use the app token
 
-If your token has a role `read` and you wish to acces the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
+If your token has a role `read` and you wish to access the `job_url` or if it is an `operator` token and you wish to use the AI Training API simply add the following header to your HTTP requests:
 
 ``` {.console}
 -H 'Authorization: Bearer <token>'
@@ -73,7 +73,7 @@ ovhai job run --app-token <my-token> ubuntu -- echo `Hello World`
 
 ### Token lifecycle
 
-Application token do not have an expiration date.
+Application tokens do not have an expiration date.
 We need an additional mechanism to revoke those tokens and remove access to unwanted applications.
 
 There are two ways to revoke a token.
@@ -102,4 +102,4 @@ Please send us your questions, feedback and suggestions to improve the service:
 
 - On the OVHcloud [Discord server](https://discord.gg/ovhcloud)
 
-If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](https://www.ovhcloud.com/es/professional-services/) to get a quote and ask our Professional Services experts for a custom analysis of your project. 
+If you need training or technical assistance to implement our solutions, contact your sales representative or click on [this link](/links/professional-services) to get a quote and ask our Professional Services experts for a custom analysis of your project.