initial reordering of TOC

Author: msakande

articles/ai-foundry/toc.yml

@@ -12,65 +12,100 @@ items:
       href: foundry-agent/ask-foundry-agent.md
 - name: Azure AI Foundry Models
   items:
-  - name: Explore Azure AI Foundry Models
-    href: concepts/foundry-models-overview.md
-  - name: Configure Models from Partners and Community
-    href: foundry-models/how-to/configure-marketplace.md?context=/azure/ai-foundry/context/context
+  - name: Explore Foundry Models
+    href: foundry-models/overview.md
+  - name: Models and capabilities
+    href: ../ai-foundry/foundry-models/concepts/models.md?context=/azure/ai-foundry/context/context
   - name: Data, privacy, and security for Model Catalog
     href: how-to/concept-data-privacy.md
   - name: Model lifecycle and retirement
     href: concepts/model-lifecycle-retirement.md
+  - name: Foundry Models quotas and limits
+    href: ../ai-foundry/foundry-models/quotas-limits.md?context=/azure/ai-foundry/context/context
   - name: Choose a model for your use case
     items:
     - name: Model leaderboards
       href: concepts/model-benchmarks.md
     - name: Compare models in leaderboards
       href: how-to/benchmark-model-in-catalog.md
-  - name: Explore the model playgrounds
-    href: concepts/concept-playgrounds.md
-  - name: Deployment options in Azure AI Foundry portal
-    href: concepts/deployments-overview.md
-  - name: Supported programming languages and SDKs
-    href: ../ai-services/openai/supported-languages.md?context=/azure/ai-foundry/context/context
-  - name: Foundry Models quotas and limits
-    href: ../ai-foundry/foundry-models/quotas-limits.md?context=/azure/ai-foundry/context/context
-  - name: Deploy Foundry Models
+    - name: Explore the model playgrounds
+      href: concepts/concept-playgrounds.md
+  - name: Foundry Models deployment
     items:
+    - name: Deployment options in Azure AI Foundry portal
+      href: concepts/deployments-overview.md
     - name: Deployment types
-      href: ../ai-foundry/foundry-models/concepts/deployment-types.md?context=/azure/ai-foundry/context/context
-    - name: Supported Foundry Models
-      href: ../ai-foundry/foundry-models/concepts/models.md?context=/azure/ai-foundry/context/context
+      href: ../ai-foundry/foundry-models/concepts/deployment-types.md?context=/azure/ai-foundry/context/context    
+    - name: Configure Models from Partners and Community
+      href: foundry-models/how-to/configure-marketplace.md?context=/azure/ai-foundry/context/context
     - name: Deploy Foundry Models
       href: ../ai-foundry/foundry-models/how-to/create-model-deployments.md?context=/azure/ai-foundry/context/context
-    - name: Use the Foundry Models endpoint
+    - name: Troubleshoot deployments and monitoring
+      href: how-to/troubleshoot-deploy-and-monitor.md
+  - name: Develop with AI models
+    items:
+    - name: Use Foundry Models in code
       href: ../ai-foundry/foundry-models/how-to/inference.md?context=/azure/ai-foundry/context/context
-    - name: Develop
+    - name: Supported programming languages and SDKs
+      href: ../ai-services/openai/supported-languages.md?context=/azure/ai-foundry/context/context
+    - name: Work with chat models
+      items:
+      - name: Work with chat completion models
+        href: ../ai-foundry/foundry-models/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context
+      - name: Work with reasoning models
+        href: ../ai-foundry/foundry-models/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context
+      - name: Work with multimodal models
+        href: ../ai-foundry/foundry-models/how-to/use-chat-multi-modal.md?context=/azure/ai-foundry/context/context
+      - name: Use structured outputs
+        href: ../ai-foundry/foundry-models/how-to/use-structured-outputs.md?context=/azure/ai-foundry/context/context
+    - name: Work with embedding models
+      items:
+      - name: Work with text embeddings
+        href: ../ai-foundry/foundry-models/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context
+      - name: Work with image embeddings
+        href: ../ai-foundry/foundry-models/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context
+    - name: Work with image models
+      href: how-to/use-image-models.md
+    - name: Develop with LangChain and LangGraph
+      href: how-to/develop/langchain.md
+    - name: Develop with Llama-Index
+      href: how-to/develop/llama-index.md
+    - name: Develop with Semantic Kernel
+      href: how-to/develop/semantic-kernel.md
+  - name: Deployment in AI hub
+    items:
+    - name: Managed compute endpoints
+      items:
+      - name: Deploy models via managed compute
+        href: how-to/deploy-models-managed.md
+      - name: Deploy models to managed compute pay-as-you-go
+        href: how-to/deploy-models-managed-pay-go.md
+      - name: Deploy Huggingface models
+        href: how-to/deploy-huggingface-models.md
+      - name: Healthcare AI models
+        items:
+        - name: Foundational AI models for healthcare
+          href: how-to/healthcare-ai/healthcare-ai-models.md
+        - name: MedImageInsight model for embedding
+          href: how-to/healthcare-ai/deploy-medimageinsight.md
+        - name: CXRReportGen model for text generation
+          href: how-to/healthcare-ai/deploy-cxrreportgen.md
+        - name: MedImageParse models for prompted segmentation
+          href: how-to/healthcare-ai/deploy-medimageparse.md
+    - name: Serverless API endpoints
       items:
-        - name: Work with image models
-          href: how-to/use-image-models.md
-        - name: Work with chat models
-          items:
-          - name: Work with chat completion models
-            href: ../ai-foundry/foundry-models/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context
-          - name: Work with reasoning models
-            href: ../ai-foundry/foundry-models/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context
-          - name: Work with multimodal models
-            href: ../ai-foundry/foundry-models/how-to/use-chat-multi-modal.md?context=/azure/ai-foundry/context/context
-          - name: Use structured outputs
-            href: ../ai-foundry/foundry-models/how-to/use-structured-outputs.md?context=/azure/ai-foundry/context/context
-        - name: Work with embedding models
-          items:
-          - name: Work with text embeddings
-            href: ../ai-foundry/foundry-models/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context
-          - name: Work with image embeddings
-            href: ../ai-foundry/foundry-models/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context
-        - name: Develop with LangChain and LangGraph
-          href: how-to/develop/langchain.md
-        - name: Develop with Llama-Index
-          href: how-to/develop/llama-index.md
-        - name: Develop with Semantic Kernel
-          href: how-to/develop/semantic-kernel.md
-  - name: Deploy Azure OpenAI in Foundry Models
+      - name: Deploy models via serverless API 
+        href: how-to/deploy-models-serverless.md
+      - name: Consume models from a different project or hub
+        href: how-to/deploy-models-serverless-connect.md
+      - name: Model region availability for serverless API 
+        href: how-to/deploy-models-serverless-availability.md
+      - name: Guardrails & controls for serverless API 
+        href: concepts/model-catalog-content-safety.md
+      - name: Models available for serverless API
+        href: concepts/models-featured.md
+
+  - name: Azure OpenAI in Foundry Models
     items:
     - name: Use Azure OpenAI in Azure AI Foundry portal
       href: ../ai-services/connect-services-ai-foundry-portal.md?context=/azure/ai-foundry/context/context
@@ -80,9 +115,7 @@ items:
       href: ../ai-services/openai/how-to/deployment-types.md?context=/azure/ai-foundry/context/context
       displayName: provisioned, global standard, datazone, data zone, global data zone, batch, globalbatch
     - name: Deploy Azure OpenAI models
-      href: how-to/deploy-models-openai.md
-    - name: Troubleshoot deployments and monitoring
-      href: how-to/troubleshoot-deploy-and-monitor.md
+      href: how-to/deploy-models-openai.md  
     - name: Azure OpenAI quotas and limits
       href: ../ai-services/openai/quotas-limits.md?context=/azure/ai-foundry/context/context
     - name: Use Azure OpenAI models
@@ -158,40 +191,7 @@ items:
         - name: Troubleshooting guidance
           href: ../ai-services/openai/how-to/fine-tuning-troubleshoot.md?context=/azure/ai-foundry/context/context
           displayName: finetuning, fine-tuning
-  - name: Deploy models in AI hub
-    items:
-    - name: Use managed compute
-      items:
-      - name: Deploy models via managed compute
-        href: how-to/deploy-models-managed.md
-      - name: Deploy models to managed compute pay-as-you-go
-        href: how-to/deploy-models-managed-pay-go.md
-      - name: Healthcare AI models
-        items:
-        - name: Foundational AI models for healthcare
-          href: how-to/healthcare-ai/healthcare-ai-models.md
-        - name: MedImageInsight model for embedding
-          href: how-to/healthcare-ai/deploy-medimageinsight.md
-        - name: CXRReportGen model for text generation
-          href: how-to/healthcare-ai/deploy-cxrreportgen.md
-        - name: MedImageParse models for prompted segmentation
-          href: how-to/healthcare-ai/deploy-medimageparse.md
-    - name: Use serverless API deployment 
-      items:
-      - name: Deploy models via serverless API 
-        href: how-to/deploy-models-serverless.md
-      - name: Consume models from a different project or hub
-        href: how-to/deploy-models-serverless-connect.md
-      - name: Model region availability for serverless API 
-        href: how-to/deploy-models-serverless-availability.md
-      - name: Guardrails & controls for serverless API 
-        href: concepts/model-catalog-content-safety.md
-      - name: Models available for serverless API
-        href: concepts/models-featured.md
-    - name: Gretel Navigator model
-      href: how-to/deploy-models-gretel-navigator.md
-    - name: Mistral-7B and Mixtral models
-      href: how-to/deploy-models-mistral-open.md
+
 - name: Azure AI services
   items:
   - name: Use Azure AI services in Azure AI Foundry portal
@@ -606,6 +606,8 @@ items:
     items:
     - name: Manage quotas and limits for Foundry Models
       href: ../ai-foundry/foundry-models/quotas-limits.md?context=/azure/ai-foundry/context/context
+    - name: Azure OpenAI quotas and limits
+      href: ../ai-services/openai/quotas-limits.md?context=/azure/ai-foundry/context/context
     - name: What is the Provisioned Throughput offering (PTU)?
       href: ../ai-services/openai/concepts/provisioned-throughput.md?context=/azure/ai-foundry/context/context
       displayName: PTU, provisioned, provisioned throughput units