commit 19 / Portal First Ideate Placeholders

nitya · Jan 6, 2025 · bbb5520 · bbb5520
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diff --git a/docs/2-Portal-First/2-Setup/02-Model-Exploration/01.md b/docs/2-Portal-First/2-Setup/02-Model-Exploration/01.md
@@ -10,7 +10,7 @@ In the previous lab exercises, we learned about _model selection_ by:
 - Using the **model benchmarks** to compare relevant models by metrics
 - Using the **model card** to understand costs, capabilities & code use.
 
-We went from _1800 models_ to a single candidate. Now let's test our selected model with real prompts to see how well it "fits" our scenario requirements. To do this, we need to leave guest mode and log into Azure so we can create an AI project, deploy the model, and explore it in the portal playground. **Let's do this, next!**
+We went from _1800 models_ to a single candidate. Now, we need to test this model out to see how well it "fits" our requuirements. To do this, we need to deploy the model and explore it interactively in a chat playground. Let's see how we can do this in Azure AI Foundry, next.
 
 !!! quote "By the end of this section you should know how to:"
 

diff --git a/docs/2-Portal-First/2-Setup/02-Model-Exploration/02.md b/docs/2-Portal-First/2-Setup/02-Model-Exploration/02.md
@@ -1,13 +1,21 @@
 # 2. Create an AI project
 
-!!! info "LEARNING RESOURCES: Explore for deeper dives into the topic"
+??? info "LEARNING RESOURCES: Explore for deeper dives into the topic"
 
     1. [Create a project in Azure AI Foundry portal](https://learn.microsoft.com/en-us/azure/ai-studio/how-to/create-projects?tabs=ai-studio)"
     1. [How to create a secure Azure AI Foundry hub and project with a managed virtual network](https://learn.microsoft.com/en-us/azure/ai-studio/how-to/create-secure-ai-hub)"
     1. [Management center overview](https://learn.microsoft.com/en-us/azure/ai-studio/concepts/management-center)"
 
 ## 2.1 Log into Azure
 
+In the [Model Card : Deployment](./../01-Model-Selection/04.md#43-deployment) section we saw the `Create a subscription to deploy` button in the card that, when you logged into Azure, changed into a `Deploy` button. 
+
+In this section, we'll continue on from that step and assume you have already done the following:
+
+1. Created an Azure account if needed. [Learn more](https://aka.ms/free)
+1. Logged into that Azure account when prompted in _this_ workflow.
+
+
 ## 2.2 Create an AI project
 
 ## 2.3. View Management Center
diff --git a/docs/2-Portal-First/3-Ideate/01-Model-Customization/03.md b/docs/2-Portal-First/3-Ideate/01-Model-Customization/03.md
@@ -1 +1,5 @@
-# 3. Create & Update RBAC
+# 3. Create & Update RBAC
+
+!!! info "LEARNING RESOURCES: Explore for deeper dives into the topic"
+
+    1. [Tutorial: Deploy an enterprise chat web app](https://learn.microsoft.com/en-us/azure/ai-studio/tutorials/deploy-chat-web-app)
diff --git a/docs/2-Portal-First/3-Ideate/01-Model-Customization/04.md b/docs/2-Portal-First/3-Ideate/01-Model-Customization/04.md
@@ -1 +1,5 @@
-# 4. Add Grounding Data
+# 4. Add Grounding Data
+
+!!! info "LEARNING RESOURCES: Explore for deeper dives into the topic"
+
+    1. [Tutorial: Deploy an enterprise chat web app](https://learn.microsoft.com/en-us/azure/ai-studio/tutorials/deploy-chat-web-app)
diff --git a/docs/2-Portal-First/3-Ideate/01-Model-Customization/05.md b/docs/2-Portal-First/3-Ideate/01-Model-Customization/05.md
@@ -1 +1,5 @@
-# 5. Test Grounded Chat
+# 5. Test Grounded Chat
+
+!!! info "LEARNING RESOURCES: Explore for deeper dives into the topic"
+
+    1. [Tutorial: Deploy an enterprise chat web app](https://learn.microsoft.com/en-us/azure/ai-studio/tutorials/deploy-chat-web-app)