Merge pull request #744 from jasonnovichRunAI/v2.17-RUN-14525-Add-inference-to-env-creation

RUN-14525 add inference and change workload types

Author: jasonnovichRunAI

docs/Researcher/user-interface/workspaces/create/create-env.md

@@ -8,25 +8,27 @@ To create an environment:
 4. Enter the image URL path and an image pull policy.
 5. Choose a supported workload type. Configure this section based on the type of workload you expect to run in this environment. Choose from:
 
-      * `Single node`—use for running workloads on a single node.
-      * `Multi-node`—use for running distributed workloads on multiple nodes.
+      * *Standard*—use for running workloads on a single node.
+      * *Distributed*—use for running distributed workloads on multiple nodes.
 
     Then choose the workload that can use the environment:
 
-      * `Workspace`
-      * `Training`
-6. In the *Supported workload types* pane select either `Single node` or `Multi-node (Distributed)`.
+      * *Workspace*
+      * *Training*
+      * *Inference*
 
-      1. If you selected `Single node`, select `Workspace`, or `Training` or both.
-      2. If you selected `Multi-node (Distributed)`, select a framework from the dropdown, then select `Workspace`, or `Training` or both.
+    If you selected *Inference*, in the *endpoint* pane, select a *Protocol* from the dropdown, then enter the *Container port*.
 
-7. Select a tool from the list. You can add multiple tools by pressing *+ Tool*. Selecting a tool is optional.
+6. Select a tool from the list. You can add multiple tools by pressing *+ Tool*. Selecting a tool is optional.
 
     Tools can be:
 
       * Different applications such as Code editor IDEs (for example, VS Code), Experiment tracking (for example, Weight and Biases), visualization tools (for example, Tensor Board), and more.
       * Open source tools (for example, Jupyter notebook) or commercial 3rd party tools (for example,. MATLAB)
 
+    !!! Note
+        Tool configuration is not supported with *Inference* environments.
+
     It is also possible to set up a custom tool used by the organization.
 
     For each tool, you must set the type of connection interface and port. If not set, default values are provided. The supported connection types are:
@@ -35,12 +37,14 @@ To create an environment:
       * External node port: A [NodePort](../../../../admin/runai-setup/config/allow-external-access-to-containers.md) exposes your application externally on every host of the cluster, access the tool using `http://<HOST_IP>:<NODEPORT>` (for example, http://203.0.113.20:30556).
 
     !!! Note
-        Selecting a tool requires configuration to be up and running. To configure a tool:
+        Selecting a tool requires a configuration to be up and running.
+
+    To configure a tool:
 
     * The container image needs to support the tool.
     * The administrator must configure a DNS record and certificate. For more information, see [Workspaces configuration](../../../../admin/runai-setup/config/allow-external-access-to-containers.md#workspaces-configuration).
 
-8. Configure runtime settings with:
+7. Configure runtime settings with:
 
        1. Commands and arguments&mdash;visible, but not editable in the workspace creation form.
        2. Environment variables&mdash;visible and editable in the workspace creation form.
@@ -49,15 +53,15 @@ To create an environment:
     !!! Note
         The value of an environment variable can remain empty for the researcher to fill in when creating a workspace.
 
-9. Configure the security settings from:
+8. Configure the security settings from:
 
        1. Settings in the image&mdash;security settings that come with the image file. 
        2. Custom settings:
 
-            1. User ID.
-            2. Group ID.
-            3. Supplementary Groups.
-            4. Values modification settings.
+          1. User ID.
+          2. Group ID.
+          3. Supplementary Groups.
+          4. Values modification settings.
 
        3. Add linux capabilities.