small-fixes3

docs/Researcher/cli-reference/new-cli/runai.md

@@ -6,6 +6,15 @@ authors:
 date: 2024-Jun-18
 ---
 
+## The new Command-line interface
+
+This command-line interface is a complete revamp of the command-line interface. Few highlights:
+
+* The CLI internally uses the [Control-plane API](../../../developer/admin-rest-api/overview.md). This provides a single point of view on Workloads removing dissemilarities between the user interface and the command-line interface. 
+* As such, it also removes the need to configure the [Kubernetes API server](../../../admin/authentication/researcher-authentication.md) for authentication. 
+* The CLI is only available for Run:ai cluster version 2.18 and up.
+* The new CLI is backward compatible with the older CLI.
+
 ## Summary
 
 The Run:ai Command-line Interface (CLI) tool for a Researcher to send deep learning workloads, acquire GPU-based containers, list jobs, and access other features in the Run:ai platform.

docs/developer/admin-rest-api/overview.md

@@ -1,10 +1,10 @@
 # Control Plane REST API
 
-The purpose of the Administrator REST API is to provide an easy-to-use programming interface for administrative tasks.
+The purpose of the Control Plane REST API is to provide an easy-to-use programming interface for administrative tasks.
 
 ## Endpoint URL for API
 
-The domain used for Administrator REST APIs is the same domain used to browse for the Run:ai User Interface. Either `<company>.run.ai`, or `app.run.ai` for older tenants or a custom URL used for Self-hosted installations.
+The domain used for Control Plane REST APIs is the same domain used to browse for the Run:ai User Interface. Either `<company>.run.ai`, or `app.run.ai` for older tenants or a custom URL used for Self-hosted installations.
 
 ## Authentication
 
@@ -41,7 +41,7 @@ For example, if you have an Administrator role, you can get a list of clusters b
     ```
 (replace `<ACCESS-TOKEN>` with the bearer token from above).
 
-For an additional example, see the [following](https://github.com/run-ai/docs/blob/master/examples/create-user-and-project.py){target=_blank} code. It is an example of how to use the Run:ai Administrator REST API to create a User and a Project and set the User to the Project.  
+For an additional example, see the [following](https://github.com/run-ai/docs/blob/master/examples/create-user-and-project.py){target=_blank} code. It is an example of how to use the Run:ai Control Plane REST API to create a User and a Project and set the User to the Project.  
 
 ## Control Plane API Documentation
 

docs/developer/cluster-api/reference.md

@@ -1,2 +1,2 @@
 
-For a full reference for the YAML API parameters see the [YAML Reference](Workload-YAML-Reference-v1.pdf).
+For a full reference for the YAML API parameters see the [YAML Reference](Workload-YAML-Reference-v1.pdf) document.