update

Author: mrbullwinkle

articles/ai-studio/toc.yml

@@ -125,22 +125,42 @@ items:
         displayName: cognitive
       - name: Azure OpenAI in Azure AI Foundry
         href: azure-openai-in-ai-studio.md
+      - name: Model region availability
+        href:  ../ai-services/openai/concepts/models.md?context=/azure/ai-studio/context/context
+      - name: Deployment types
+        href: ../ai-services/openai/how-to/deployment-types.md?context=/azure/ai-studio/context/context
       - name: Deploy Azure OpenAI models
         href: how-to/deploy-models-openai.md
-      - name: Use Azure OpenAI Assistants
-        href: ../ai-services/openai/assistants-quickstart.md?context=/azure/ai-studio/context/context
-      - name: Generate images in Azure AI Foundry portal
+      - name: Generate images
         href: ../ai-services/openai/dall-e-quickstart.md?context=/azure/ai-studio/context/context
-      - name:  Chat
+      - name: Generate text
         items:
-        - name: Use GPT-35-Turbo and GPT-4 with Azure OpenAI Service
-          href: ../ai-services/openai/chatgpt-quickstart.md?context=/azure/ai-studio/context/context
-        - name: Chat with your data using Azure OpenAI models
-          href: ../ai-services/openai/use-your-data-quickstart.md?context=/azure/ai-studio/context/context
+        - name: Batch
+          href: ../ai-services/openai/how-to/batch.md?context=/azure/ai-studio/context/context
+        - name: Reasoning models
+          href: ../ai-services/openai/how-to/reasoning.md?context=/azure/ai-studio/context/context 
+        - name: Function calling
+          href: ../ai-services/openai/how-to/function-calling.md?context=/azure/ai-studio/context/context 
+        - name: Predicted outputs
+          href: ../ai-services/openai/how-to/predicted-outputs.md?context=/azure/ai-studio/context/context 
+        - name: Prompt caching
+          href: ../ai-services/openai/how-to/prompt-caching.md?context=/azure/ai-studio/context/context 
+        - name: Structured outputs
+          href: ../ai-services/openai/how-to/structured-outputs.md?context=/azure/ai-studio/context/context 
         - name: Use vision-enabled chat
           href:  ../ai-services/openai/gpt-v-quickstart.md?context=/azure/ai-studio/context/context
-        - name: Use GPT-4o in the real-time audio playground
-          href: ../ai-services/openai/realtime-audio-quickstart.md?context=/azure/ai-studio/context/context
+      - name: Audio
+        item:
+          - name: Use GPT-4o in the real-time audio playground
+            href: ../ai-services/openai/realtime-audio-quickstart.md?context=/azure/ai-studio/context/context
+          - name: Audio generation
+            href: ../ai-services/openai/audio-completions-quickstart.md?context=/azure/ai-studio/context/context 
+      - name: Embeddings
+        href: ../ai-services/openai/tutorials/embeddings.md?context=/azure/ai-studio/context/context
+      - name: Distillation (stored completions)
+        href: ../ai-services/openai/how-to/stored-completions.md?context=/azure/ai-studio/context/context
+      - name: Evaluation
+        href: ../ai-services/openai/how-to/evaluations.md?context=/azure/ai-studio/context/context
       - name: Fine-tuning
         items:
         - name: Fine-tune Azure OpenAI models