Merge branch 'release-foundry-toc' of https://github.com/MicrosoftDocs/azure-ai-docs-pr into pafarley-foundry-toc

PatrickFarley · PatrickFarley · commit 7640f210051c · 2025-01-29T14:57:47.000-05:00
diff --git a/articles/ai-studio/index.yml b/articles/ai-studio/index.yml
@@ -30,42 +30,38 @@ landingContent:
             url: what-is-ai-studio.md
           - text: Azure OpenAI Service in Azure AI Foundry
             url: azure-openai-in-ai-studio.md
-          - text: Select and deploy models from the catalog
-            url: how-to/model-catalog.md
           - text: Retrieval Augmented Generation (RAG)
             url: concepts/retrieval-augmented-generation.md
           - text: Evaluation and monitoring metrics for generative AI
             url: concepts/evaluation-metrics-built-in.md
-      - linkListType: how-to-guide
-        links:
-          - text: Create a project in Azure AI Foundry portal
-            url: how-to/create-projects.md
-          - text: Get started with prompt flow
-            url: how-to/flow-develop.md
-          - text: Connect to AI services
-            url: ai-services/how-to/connect-ai-services.md
+          - text: Model deployment options
+            url: concepts/deployments-overview.md
+
   # Card
-  - title: 10-minute quickstarts
-    linkLists:
+  - title: Get started
+    linkLists:   
       - linkListType: quickstart
         links:
+          - text: Build a chap app in the playground
+            url: quickstarts/get-started-playground.md
           - text: Build a chat app using the Azure AI SDK
             url: quickstarts/get-started-code.md
-          - text: Use Azure OpenAI Assistants in the playground
-            url: ../ai-services/openai/assistants-quickstart.md?context=/azure/ai-studio/context/context
-          - text: Get started using vision-enabled chats
-            url: quickstarts/multimodal-vision.md
-      - linkListType: tutorial
-        links:
-          - text: Deploy an enterprise chat web app
-            url: tutorials/deploy-chat-web-app.md
 
+      - linkListType: how-to-guide
+        links:
+          - text: Select and deploy models from the catalog
+            url: how-to/model-catalog.md
+          - text: Compare benchmarks across models and datasets
+            url: how-to/benchmark-model-in-catalog.md
+          - text: What is Azure AI Agent service?
+            url: ../ai-services/agents/overview.md?context=/azure/ai-studio/context/context
+      
   # Card
-  - title: Develop apps
+  - title: Azure AI Foundry SDK
     linkLists:
       - linkListType: how-to-guide
         links:
-          - text: Get started with the Azure AI SDKs
+          - text: Get started with the Azure AI Foundry SDKs
             url: how-to/develop/sdk-overview.md
           - text: Work with Azure AI Foundry projects in VS Code
             url: how-to/develop/vscode.md
@@ -74,13 +70,9 @@ landingContent:
         links:
           - text: Build a custom chat app with the Azure AI SDK
             url: tutorials/copilot-sdk-create-resources.md
-
-      - linkListType: concept
-        links:
-          - text: Connections for flows and indexing
-            url: concepts/connections.md
-          - text: Deploy models, flows, and web apps
-            url: concepts/deployments-overview.md
+          - text: Deploy an enterprise chat web app
+            url: tutorials/deploy-chat-web-app.md
+            
       - linkListType: reference
         links:
           - text: Azure AI Foundry SDK
diff --git a/articles/ai-studio/toc.yml b/articles/ai-studio/toc.yml
@@ -53,34 +53,14 @@ items:
       href: how-to/benchmark-model-in-catalog.md
   - name: Featured models
     items:
+    - name: AI21 Jamba models
+      href: how-to/deploy-models-jamba.md
     - name: Azure OpenAI models
       items:
       - name: Deploy Azure OpenAI models
         href: how-to/deploy-models-openai.md
       - name: Fine-tune Azure OpenAI models
         href: ../ai-services/openai/how-to/fine-tuning.md?context=/azure/ai-studio/context/context
-    - name: Healthcare AI models
-      items:
-        - name: Foundational AI models for healthcare
-          href: how-to/healthcare-ai/healthcare-ai-models.md
-        - name: MedImageInsight - embedding model
-          href: how-to/healthcare-ai/deploy-medimageinsight.md
-        - name: CXRReportGen - text generation model
-          href: how-to/healthcare-ai/deploy-cxrreportgen.md
-        - name: MedImageParse - prompted segmentation model
-          href: how-to/healthcare-ai/deploy-medimageparse.md
-    - name: Microsoft Phi family models
-      items:
-        - name: Phi-3 chat models
-          href: how-to/deploy-models-phi-3.md
-        - name: Phi-3 chat model with vision
-          href: how-to/deploy-models-phi-3-vision.md
-        - name: Phi-3.5 chat model with vision
-          href: how-to/deploy-models-phi-3-5-vision.md
-        - name: Phi-4 chat models
-          href: how-to/deploy-models-phi-4.md
-        - name: Fine-tune Phi-3 chat models
-          href: how-to/fine-tune-phi-3.md
     - name: Cohere models
       items:
       - name: Cohere Command models
@@ -89,35 +69,57 @@ items:
         href: how-to/deploy-models-cohere-embed.md
       - name: Cohere Rerank models
         href: how-to/deploy-models-cohere-rerank.md
+    - name: Gretel Navigator model
+      href: how-to/deploy-models-gretel-navigator.md
+    - name: Healthcare AI models
+      items:
+      - name: Foundational AI models for healthcare
+        href: how-to/healthcare-ai/healthcare-ai-models.md
+      - name: MedImageInsight - embedding model
+        href: how-to/healthcare-ai/deploy-medimageinsight.md
+      - name: CXRReportGen - text generation model
+        href: how-to/healthcare-ai/deploy-cxrreportgen.md
+      - name: MedImageParse - prompted segmentation model
+        href: how-to/healthcare-ai/deploy-medimageparse.md
+    - name: JAIS model
+      href: how-to/deploy-models-jais.md
     - name: Meta Llama models
       items:
       - name: Meta Llama family models
         href: how-to/deploy-models-llama.md
       - name: Fine-tune Meta Llama family models
         href: how-to/fine-tune-model-llama.md
+    - name: Microsoft Phi family models
+      items:
+      - name: Phi-3 chat models
+        href: how-to/deploy-models-phi-3.md
+      - name: Phi-3 chat model with vision
+        href: how-to/deploy-models-phi-3-vision.md
+      - name: Phi-3.5 chat model with vision
+        href: how-to/deploy-models-phi-3-5-vision.md
+      - name: Phi-4 chat models
+        href: how-to/deploy-models-phi-4.md
+      - name: Fine-tune Phi-3 chat models
+        href: how-to/fine-tune-phi-3.md
     - name: Mistral family models
       items:
-        - name: Mistral premium models
-          href: how-to/deploy-models-mistral.md
-        - name: Codestral model
-          href: how-to/deploy-models-mistral-codestral.md
-        - name: Mistral Nemo model
-          href: how-to/deploy-models-mistral-nemo.md
-        - name: Mistral-7B and Mixtral models
-          href: how-to/deploy-models-mistral-open.md
+      - name: Mistral premium models
+        href: how-to/deploy-models-mistral.md
+      - name: Codestral model
+        href: how-to/deploy-models-mistral-codestral.md
+      - name: Mistral Nemo model
+        href: how-to/deploy-models-mistral-nemo.md
+      - name: Mistral-7B and Mixtral models
+        href: how-to/deploy-models-mistral-open.md
       displayName: maas
-    - name: Gretel Navigator model
-      href: how-to/deploy-models-gretel-navigator.md
-    - name: JAIS model
-      href: how-to/deploy-models-jais.md
-    - name: AI21 Jamba models
-      href: how-to/deploy-models-jamba.md
+    - name: NTTDATA tsuzumi model
+      items:
+        - name: NTTDATA tsuzumi model
+          href: how-to/deploy-models-tsuzumi.md
+        - name: Fine-tune tsuzumi model
+          href: how-to/fine-tune-models-tsuzumi.md
     - name: TimeGEN-1 model
       href: how-to/deploy-models-timegen-1.md
-    - name: NTTDATA tsuzumi model
-      href: how-to/deploy-models-tsuzumi.md
-    - name: Fine-tune tsuzumi model
-      href: how-to/fine-tune-models-tsuzumi.md
 - name: Azure OpenAI and AI services
   items:
   - name: Azure OpenAI in Azure AI Foundry
@@ -267,10 +269,6 @@ items:
       href: ../ai-services/openai/concepts/prompt-engineering.md?context=/azure/ai-studio/context/context
     - name: Image prompt engineering 
       href: ../ai-services/openai/concepts/gpt-4-v-prompt-engineering.md?context=/azure/ai-studio/context/context
-    - name: Fine-tuning in Azure AI Foundry
-      href: concepts/fine-tuning-overview.md
-    - name: Distillation
-      href: concepts/concept-model-distillation.md
     - name: Synthetic Data Generation
       href: concepts/concept-synthetic-data.md
   - name: Develop with code
@@ -324,6 +322,16 @@ items:
           href: how-to/flow-develop-evaluation.md
     - name: A/B experimentation 
       href: concepts/a-b-experimentation.md
+  - name: Model optimizations
+    items:
+    - name: Fine-tuning in Azure AI Foundry
+      href: concepts/fine-tuning-overview.md
+    - name: Fine-tune with a managed compute
+      href: how-to/fine-tune-managed-compute.md
+    - name: Fine-tune Azure OpenAI models
+      href: ../ai-services/openai/how-to/fine-tuning.md?context=/azure/ai-studio/context/context
+    - name: Distillation
+      href: concepts/concept-model-distillation.md
   - name: Deployments
     items:
     - name: Deploying models in Azure AI Foundry
@@ -332,6 +340,11 @@ items:
       href: how-to/deploy-models-serverless.md
     - name: Deploy models via managed compute
       href: how-to/deploy-models-managed.md
+    - name: Consume serverless API models from a different project or hub
+      href: how-to/deploy-models-serverless-connect.md
+      displayName: maas, paygo, models-as-a-service
+    - name: Model and region availability for Serverless API deployments
+      href: how-to/deploy-models-serverless-availability.md
     - name: Quotas and limits
       href: ai-services/concepts/quotas-limits.md
     - name: Troubleshoot deployments and monitoring
