Merge pull request #276126 from HeidiSteen/heidist-features

[azure search] TOC edits

Author: v-ccolin

articles/search/TOC.yml

@@ -23,9 +23,9 @@
     href:  /azure/ai-services/openai/use-your-data-quickstart?context=/azure/search/context/context
   - name: Portal
     items:
-    - name: Create an index
+    - name: Create an index (Import data wizard)
       href: search-get-started-portal.md
-    - name: Data chunking and vectorization in Azure portal (preview)
+    - name: Import, chunk, and vectorize data
       href: search-get-started-portal-import-vectors.md
     - name: Create a demo app
       href: search-create-app-portal.md
@@ -123,6 +123,8 @@
     href: samples-python.md
   - name: REST samples
     href: samples-rest.md
+  - name: Vector samples
+    href: https://github.com/Azure/azure-search-vector-samples
 - name: Concepts
   items:
   - name: Data
@@ -200,16 +202,18 @@
       href: ../reliability/migrate-search-service.md
     - name: Multi-tenancy
       href: search-modeling-multitenant-saas-applications.md
-    - name: Manage in the portal
-      href: search-manage.md
-    - name: Manage with PowerShell
-      href: search-manage-powershell.md
-    - name: Manage with Azure CLI
-      href: search-manage-azure-cli.md
-    - name: Manage with REST
-      href: search-manage-rest.md
-    - name: Move service across regions
-      href: search-howto-move-across-regions.md
+    - name: Manage
+      items:
+      - name: Manage in the portal
+        href: search-manage.md
+      - name: Manage with PowerShell
+        href: search-manage-powershell.md
+      - name: Manage with Azure CLI
+        href: search-manage-azure-cli.md
+      - name: Manage with REST
+        href: search-manage-rest.md
+      - name: Move service across regions
+        href: search-howto-move-across-regions.md
   - name: Index management
     items:
     - name: Create a search index
@@ -518,36 +522,80 @@
     href: /legal/search/transparency-note?context=/azure/search/context/context
 - name: Reference
   items:
-  - name: REST
+  - name: API reference
     items:
     - name: Search REST API
       href: /rest/api/searchservice
     - name: Management REST API
       href: /rest/api/searchmanagement
-  - name: .NET
+  - name: Azure SDK reference
     items:
-    - name: Azure.Search.Documents
-      href: /dotnet/api/overview/azure/search.documents-readme
-    - name: Azure.ResourceManager.Search
-      href: /dotnet/api/overview/azure/resourcemanager.search-readme
-  - name: Java
-    items:
-    - name: com.azure.search.documents
-      href: /java/api/overview/azure/search-documents-readme
-    - name: com.azure.resourcemanager.search
-      href: /java/api/overview/azure/search/management
-  - name: JavaScript
+    - name: .NET
+      items:
+      - name: Azure.Search.Documents
+        href: /dotnet/api/overview/azure/search.documents-readme
+      - name: Azure.ResourceManager.Search
+        href: /dotnet/api/overview/azure/resourcemanager.search-readme
+    - name: Java
+      items:
+      - name: com.azure.search.documents
+        href: /java/api/overview/azure/search-documents-readme
+      - name: com.azure.resourcemanager.search
+        href: /java/api/overview/azure/search/management
+    - name: JavaScript
+      items:
+      - name: azure/search-documents
+        href: /javascript/api/overview/azure/search-documents-readme
+      - name: azure/arm-search
+        href: /javascript/api/@azure/arm-search/
+    - name: Python
+      items:
+      - name: azure-search-documents
+        href: /python/api/overview/azure/search-documents-readme
+      - name: azure-mgmt-search
+        href: /python/api/azure-mgmt-search/
+  - name: Data reference
     items:
-    - name: azure/search-documents
-      href: /javascript/api/overview/azure/search-documents-readme
-    - name: azure/arm-search
-      href: /javascript/api/@azure/arm-search/
-  - name: Python
+    - name: Data types
+      href: /rest/api/searchservice/supported-data-types
+    - name: Data types for indexer data sources
+      href: /rest/api/searchservice/data-type-map-for-indexers-in-azure-search
+    - name: Stopwords reference
+      href: reference-stopwords.md
+  - name: Query reference
     items:
-    - name: azure-search-documents
-      href: /python/api/overview/azure/search-documents-readme
-    - name: azure-mgmt-search
-      href: /python/api/azure-mgmt-search/
+    - name: Simple query syntax
+      href: query-simple-syntax.md
+    - name: Full Lucene query syntax
+      href: query-lucene-syntax.md
+    - name: moreLikeThis (preview)
+      href: search-more-like-this.md
+    - name: OData language reference
+      items:
+      - name: Overview
+        href: query-odata-filter-orderby-syntax.md
+      - name: $filter
+        href: search-query-odata-filter.md
+      - name: $orderby
+        href: search-query-odata-orderby.md
+      - name: $select
+        href: search-query-odata-select.md
+      - name: any, all
+        href: search-query-odata-collection-operators.md
+      - name: eq, ne, gt, lt, ge, le
+        href: search-query-odata-comparison-operators.md
+      - name: search.ismatch, search.ismatchscoring
+        href: search-query-odata-full-text-search-functions.md
+      - name: geo.distance, geo.intersects
+        href: search-query-odata-geo-spatial-functions.md
+      - name: and, or, not
+        href: search-query-odata-logical-operators.md
+      - name: search.in
+        href: search-query-odata-search-in-function.md
+      - name: search.score
+        href: search-query-odata-search-score-function.md
+      - name: OData Language Grammar
+        href: search-query-odata-syntax-reference.md
   - name: Resource management
     items:
     - name: Azure CLI
@@ -561,46 +609,6 @@
       href: ./policy-reference.md
     - name: Monitoring data reference
       href: monitor-azure-cognitive-search-data-reference.md
-  - name: Data type reference
-    href: /rest/api/searchservice/supported-data-types
-  - name: Data types for indexer data sources
-    href: /rest/api/searchservice/data-type-map-for-indexers-in-azure-search
-  - name: Stopwords reference
-    href: reference-stopwords.md
-  - name: OData language reference
-    items:
-    - name: Overview
-      href: query-odata-filter-orderby-syntax.md
-    - name: $filter
-      href: search-query-odata-filter.md
-    - name: $orderby
-      href: search-query-odata-orderby.md
-    - name: $select
-      href: search-query-odata-select.md
-    - name: any, all
-      href: search-query-odata-collection-operators.md
-    - name: eq, ne, gt, lt, ge, le
-      href: search-query-odata-comparison-operators.md
-    - name: search.ismatch, search.ismatchscoring
-      href: search-query-odata-full-text-search-functions.md
-    - name: geo.distance, geo.intersects
-      href: search-query-odata-geo-spatial-functions.md
-    - name: and, or, not
-      href: search-query-odata-logical-operators.md
-    - name: search.in
-      href: search-query-odata-search-in-function.md
-    - name: search.score
-      href: search-query-odata-search-score-function.md
-    - name: OData Language Grammar
-      href: search-query-odata-syntax-reference.md
-  - name: Query syntax reference
-    items:
-    - name: Simple query syntax
-      href: query-simple-syntax.md
-    - name: Full Lucene query syntax
-      href: query-lucene-syntax.md
-    - name: moreLikeThis (preview)
-      href: search-more-like-this.md
   - name: Skills reference
     items:
     - name: Overview
@@ -676,16 +684,20 @@
   items:
   - name: Stack Overflow
     href: https://stackoverflow.com/questions/tagged/azure-cognitive-search
-  - name: Pricing
+  - name: Pricing calculator
     href: https://azure.microsoft.com/pricing/details/search/
-  - name: Products by Region
+  - name: Azure products by region
     href: https://azure.microsoft.com/explore/global-infrastructure/products-by-region/?products=search
-  - name: Demo sites
-    href: resource-demo-sites.md
-  - name: Tools and Accelerators
-    href: resource-tools.md
-  - name: Training
-    href: resource-training.md
+  - name: Compliance and certification
+    href: /azure/compliance/
+  - name: Demos, tools, and training
+    items:
+    - name: Demo sites
+      href: resource-demo-sites.md
+    - name: Tools and accelerators
+      href: resource-tools.md
+    - name: Training
+      href: resource-training.md
   - name: Partner solutions
     items:
     - name: Partner spotlight

articles/search/resource-tools.md

@@ -6,10 +6,8 @@ author: HeidiSteen
 manager: nitinme
 ms.author: heidist
 ms.service: cognitive-search
-ms.custom:
-  - ignite-2023
 ms.topic: conceptual
-ms.date: 01/10/2024
+ms.date: 05/22/2024
 ---
 
 # Productivity tools - Azure AI Search
@@ -22,4 +20,4 @@ Productivity tools are built by engineers at Microsoft, but aren't part of the A
 | [Chat with your data solution accelerator](https://github.com/Azure-Samples/chat-with-your-data-solution-accelerator/blob/main/README.md) |  Code and docs to create interactive search solution in production environments.  | [https://github.com/Azure-Samples/chat-with-your-data-solution-accelerator](https://github.com/Azure-Samples/chat-with-your-data-solution-accelerator) |
 | [Knowledge Mining Accelerator](https://github.com/Azure-Samples/azure-search-knowledge-mining/blob/main/README.md) | Code and docs to jump start a knowledge store using your data. | [https://github.com/Azure-Samples/azure-search-knowledge-mining](https://github.com/Azure-Samples/azure-search-knowledge-mining) |
 | [Performance testing solution](https://github.com/Azure-Samples/azure-search-performance-testing/blob/main/README.md) | This solution helps you load test Azure AI Search. It uses Apache JMeter as an open source load and performance testing tool and Terraform to dynamically provision and destroy the required infrastructure on Azure. | [https://github.com/Azure-Samples/azure-search-performance-testing](https://github.com/Azure-Samples/azure-search-performance-testing) |
-| [Visual Studio Code extension](https://github.com/microsoft/vscode-azurecognitivesearch) | Although the extension is no longer available in the Visual Studio Code Marketplace, the code is open sourced at `https://github.com/microsoft/vscode-azurecognitivesearch`. You can clone and modify the tool for your own use. |
+| [Visual Studio Code extension](https://github.com/microsoft/vscode-azurecognitivesearch) | Although the extension is no longer available in the Visual Studio Code Marketplace, the code is open source. You can clone and modify the tool for your own use. | [https://github.com/microsoft/vscode-azurecognitivesearch](https://github.com/microsoft/vscode-azurecognitivesearch) |

articles/search/resource-training.md

@@ -1,22 +1,26 @@
 ---
-title: Search training modules
+title: Training modules
 titleSuffix: Azure AI Search
 description: Get hands-on training on Azure AI Search from Microsoft and other third-party training providers.
 author: HeidiSteen
 manager: nitinme
 ms.author: heidist
 ms.service: cognitive-search
-ms.custom:
-  - ignite-2023
 ms.topic: conceptual
-ms.date: 01/10/2024
+ms.date: 05/22/2024
 ---
 
 # Training - Azure AI Search
 
 Training modules deliver an end-to-end experience that helps you build skills and develop insights while working through a progression of exercises. Visit the following links to begin learning with prepared lessons from Microsoft and other training providers.
 
-+ [Introduction to Azure AI Search (Microsoft)](/training/modules/intro-to-azure-search/)
++ [Fundamentals of Knowledge Mining and Azure AI Search](/training/modules/intro-to-azure-search/)
++ [Build a RAG-based copilot solution with your own data using Azure AI Studio](/training/modules/build-copilot-ai-studio/)
++ [Create a custom skill for Azure AI Search](/training/modules/create-enrichment-pipeline-azure-cognitive-search/)
++ [Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service](/training/modules/use-own-data-azure-openai/)
 + [Implement knowledge mining with Azure AI Search (Microsoft)](/training/paths/implement-knowledge-mining-azure-cognitive-search/)
++ [Implement advanced search features in Azure AI Search](/training/modules/implement-advanced-search-features-azure-cognitive-search/)
++ [Perform vector search and retrieval in Azure AI Search](/training/modules/improve-search-results-vector-search/)
++ [Perform search re-ranking with semantic ranking in Azure AI Search](/training/modules/use-semantic-search/)
 + [Add search to apps (Pluralsight)](https://www.pluralsight.com/courses/azure-adding-search-abilities-apps)
 + [Developer course (Pluralsight)](https://www.pluralsight.com/courses/microsoft-azure-textual-content-search-enabling)