Update TOC/index

Author: bojunehsu

articles/ai-services/content-understanding/index.yml

@@ -1,10 +1,10 @@
-### YamlMime:Landing
+### YamlMime:Hub
 
 title: Azure AI Content Understanding documentation
-summary: Content Understanding is a solution that analyzes and comprehends various media content—such as audio, video, text, and images—transforming it into structured, organized, and searchable data.
+summary: Content Understanding is a solution that analyzes and comprehends various media content—such as documents, images, audio, and video—transforming it into structured, organized, and searchable data.
 metadata:
   title: Azure AI Content Understanding documentation
-  description: Content Understanding is a solution that analyzes and comprehends various media content—such as audio, video, text, and images—transforming it into structured, organized, and searchable data.
+  description: Content Understanding is a solution that analyzes and comprehends various media content—such as documents, images, audio, and video—transforming it into structured, organized, and searchable data.
   ms.service: azure-ai-content-understanding
   ms.topic: landing-page
   author: laujan
@@ -14,21 +14,29 @@ metadata:
 highlightedContent:
 # itemType: architecture | concept | deploy | download | get-started | how-to-guide | learn | overview | quickstart | reference | tutorial | whats-new
   items:
-    - title: What is Azure AI Content Understanding?
+    - title: What is Content Understanding?
       itemType: overview
       url: overview.md
     - title: "What's new?"
       itemType: whats-new
       url: whats-new.md
-    - title: Try Content Understanding REST API
+    - title: Try REST API
       itemType: quickstart
       url: quickstart/use-rest-api.md
-    - title: Try Azure AI Foundry portal
+    - title: Try AI Foundry
       itemType: quickstart
       url: quickstart/use-ai-foundry.md
 
 conceptualContent:
   items:
+    - title: AI Foundry
+      links:
+        - itemType: quickstart
+          text: Quickstart
+          url: quickstart/use-ai-foundry.md
+        - itemType: concept
+          text: Analyzer templates
+          url: concepts/analyzer-templates.md
     - title: Analyzers
       links:
         - itemType: overview
@@ -45,23 +53,15 @@ conceptualContent:
         - itemType: overview
           text: Overview
           url: classifiers/overview.md
-    - title: Face and Person Directories
+    - title: Face and person directories
       links:
         - itemType: overview
           text: Overview
           url: face/overview.md
         - itemType: how-to-guide
           text: Build a person directory
           url: tutorial/build-person-directory.md
-    - title: Azure AI Foundry
-      links:
-        - itemType: quickstart
-          text: Quickstart
-          url: quickstart/use-ai-foundry.md
-        - itemType: concept
-          text: Analyzer templates
-          url: concepts/analyzer-templates.md
-    - title: capabilities
+    - title: Modalities
       links:
         - itemType: concept
           text: Document
@@ -91,6 +91,9 @@ conceptualContent:
         - itemType: reference
           text: Language and region support
           url: language-region-support.md
+        - itemType: tutorial
+          text: Azure AI Content Understanding Samples (Python)
+          url: https://github.com/Azure-Samples/azure-ai-content-understanding-python
     - title: Reference
       links:
         - itemType: reference
@@ -101,6 +104,6 @@ conceptualContent:
           url: glossary.md
         - itemType: reference
           text: REST API
-          url: reference/rest-api.md
+          url: /rest/api/contentunderstanding/operation-groups
 
 

articles/ai-services/content-understanding/toc.yml

@@ -1,5 +1,5 @@
 items:
-  - name: Azure AI Content Understanding Documentation
+  - name: Azure AI Content Understanding documentation
     href: index.yml
   - name: Overview
     expanded: true
@@ -10,7 +10,7 @@ items:
       - name: What's new
         displayName: changelog, release, updates, previews
         href: whats-new.md
-      - name: Create an Azure AI Services resource
+      - name: Create an Azure AI Foundry resource
         displayName: extract, text, images, OCR, optical character recognition
         href: how-to/create-multi-service-resource.md
       - name: Service quotas and limits
@@ -26,25 +26,33 @@ items:
       - name: Glossary
         displayName: glossary, definition, updates, previews
         href: glossary.md
+  - name: "Azure AI Foundry: Content Understanding"
+    items:
+      - name: Quickstart
+        displayName: quickstart, extract, text, images, OCR, optical character recognition
+        href: quickstart/use-ai-foundry.md
+      - name: Analyzer templates
+        displayName: analyzer, templates, document, text, images, video, audio, multimodal, visual, structured, content, field, extraction
+        href: concepts/analyzer-templates.md
   - name: Analyzers
     items:
-      - name: Analyzers overview
+      - name: Overview
         displayName: content understanding capabilities, document, text, images, video, audio, visual, structured, content, field, extraction
         href: concepts/analyzers-overview.md
-      - name: "Quickstart: REST API"
+      - name: "Quickstart"
         displayName: quickstart, extract, text, images, OCR, optical character recognition, content filtering, filter
         href: quickstart/use-rest-api.md
-      - name: Capabilities
+      - name: Modalities
         items:
           - name: Document
             items:
               - name: Overview
                 displayName: document, text, images, video, audio, visual, structured, content, field, extraction
                 href: document/overview.md
-              - name: 🆕 Document elements
+              - name: Elements 🆕
                 displayName: document, text, images, video, audio, visual, structured, content, field, extraction
                 href: document/elements.md
-              - name: 🆕 Markdown
+              - name: xMarkdown 🆕
                 displayName: document, text, images, video, audio, visual, structured, content, field, extraction
                 href: document/markdown.md
           - name: Image
@@ -58,50 +66,36 @@ items:
             displayName: video, audio, voice, recognition, synthesis, speaker, identification, verification, diarization, transcription, translation, language, understanding, sentiment, analysis, emotion, detection, pronunciation, model
       - name: Concepts
         items:
-          - name: 🆕 Prebuilt analyzers
+          - name: Prebuilt analyzers 🆕
             displayName: analyzer, templates, document, text, images, video, audio, multimodal, visual, structured, content, field, extraction
             href: concepts/prebuilt-analyzers.md
-          - name: "🆕 Modes: standard and pro"
+          - name: "Modes: standard and pro 🆕"
             displayName: standard, pro, modes, analyzers, optimization, fields
             href: concepts/standard-pro-modes.md
           - name: Best practices
             displayName: best practices, analyzers, optimization, fields
             href: concepts/best-practices.md
-          - name: Accuracy and confidence
-            displayName: accuracy, confidence, analyzers, optimization, fields, scores
-            href: concepts/accuracy-confidence.md
-          - name: Retrieval-augmented generation (RAG)
-            displayName: RAG, retrieval, augmented, generation, knowledge, base, search, index, vector
-            href: concepts/retrieval-augmented-generation.md
       - name: Tutorials
         items:
-          - name: 🆕 Create a custom analyzer
+          - name: Create a custom analyzer 🆕
             displayName: custom, analyzer, document, text, images, video, audio, multimodal, visual, structured, content, field, extraction
             href: tutorial/create-custom-analyzer.md
           - name: Build a retrieval-augmented solution
             displayName: RAG, retrieval, augmented, generation, knowledge, base, search, index, vector
             href: tutorial/build-rag-solution.md
-  - name: 🆕 Classifiers
+  - name: Classifiers 🆕
     items:
-      - name: Classifiers overview
+      - name: Overview
         displayName: classifier, text, images, video, audio, multimodal, visual, structured, content, field, extraction
         href: concepts/classifier.md
-  - name: 🆕 Face
+  - name: Face 🆕
     items:
-      - name: Face overview
+      - name: Overview
         displayName: face, recognition, detection, analysis, identification, verification
         href: face/overview.md
       - name: "Tutorial: Build a person directory"
         displayName: person, directory, search, index, vector
         href: tutorial/build-person-directory.md
-  - name: Azure AI Foundry
-    items:
-      - name: Quickstart
-        displayName: quickstart, extract, text, images, OCR, optical character recognition
-        href: quickstart/use-ai-foundry.md
-      - name: Analyzer templates
-        displayName: analyzer, templates, document, text, images, video, audio, multimodal, visual, structured, content, field, extraction
-        href: concepts/analyzer-templates.md
   - name: Responsible AI
     items:
       - name: Transparency note
@@ -112,4 +106,4 @@ items:
     items:
       - name: REST API
         displayName: quota, tiers, throttle, max, adjustments, requests, support, ocr
-        href: /rest/api/contentunderstanding/operation-groups?view=rest-contentunderstanding-2024-12-01-preview&preserve-view=true
+        href: /rest/api/contentunderstanding/operation-groups