fixed links

Author: HeidiSteen

articles/search/search-api-preview.md

@@ -26,7 +26,7 @@ Preview features are removed from this list if they're retired or transition to
 |Feature                          | Category | Description | Availability  |
 |---------|------------------|-------------|---------------|
 | [**Query rewrite in the semantic reranker**](semantic-how-to-query-rewrite.md) | Relevance (scoring) | You can set options on a semantic query to rewrite the query input into a revised or expanded query that generates more relevant results from the L2 ranker. | [Search Documents (preview)](/rest/api/searchservice/documents/search-post?view=rest-searchservice-2024-11-01-preview&preserve-view=true).|
-| [**Document Layout skill**](cognitive-search-document-layout.md) | Applied AI (skills) | A new skill used to analyze a document for structure. | [Create or Update Skillset (preview)](/rest/api/searchservice/skillsets/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true). |
+| [**Document Layout skill**](cognitive-search-skill-document-intelligence-layout.md) | Applied AI (skills) | A new skill used to analyze a document for structure and provide [structure-aware chunking](search-how-to-semantic-chunking.md). | [Create or Update Skillset (preview)](/rest/api/searchservice/skillsets/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true). |
 | [**Managed identity for keyless billing to an Azure AI multiservice subdomain**](cognitive-search-attach-cognitive-services.md). | Applied AI (skills) | You can now use a managed identity and roles for a keyless connection to Azure AI services for built-in skills processing. This capability removes restrictions for having both search and AI services in the same region.  | [Create or Update Skillset  (preview)](/rest/api/searchservice/skillsets/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true).|
 | [**Markdown parsing mode**](search-how-to-index-markdown-blobs.md) | Indexer data source | With this parsing mode, indexers can generate one-to-one or one-to-many search documents from Markdown files in Azure Storage. | [Create or Update Indexer (preview)](/rest/api/searchservice/indexers/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true). |
 | [**Rescoring options for compressed vectors**](vector-search-how-to-quantization.md) | Relevance (scoring) | You can set options to rescore with original vectors instead of compressed vectors. Applies to HNSW and exhaustive KNN vector algorithms, using binary and scalar compression. | [Create or Update Index (preview)](/rest/api/searchservice/indexes/create-or-update?view=rest-searchservice-2024-09-01-preview&preserve-view=true).|

articles/search/whats-new.md

@@ -25,7 +25,7 @@ ms.custom:
 |-----------------------------|------|--------------|
 | [**Add Azure AI Search to a network security perimeter**](search-security-network-security-perimiter.md) | Security | Join a search service to a [network security perimeter](/azure/private-link/network-security-perimeter-concepts) to control network access to your search service. The Azure portal and the Management REST APIs in the [2024-06-01-preview](/rest/api/searchmanagement/network-security-perimeter-configurations?view=rest-searchmanagement-2024-06-01-preview&preserve-view=true) can be used to view and reconcile network security perimeter configurations. |
 | [**Query rewrite in the semantic reranker**](semantic-how-to-query-rewrite.md) | Relevance | [Search Documents (2024-11-01-preview)](/rest/api/searchservice/documents/search-post?view=rest-searchservice-2024-11-01-preview&preserve-view=true), new **QueryRewritesType** property in the request.|
-| [**Document Layout skill**](cognitive-search-document-layout.md) used to analyze a document for structure and provide structure-aware chunking. This skill calls Document Intelligence and uses the Document Intelligence layout model. | Feature | [Create or Update Skillset (2024-11-01-preview)](/rest/api/searchservice/skillsets/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true)|
+| [**Document Layout skill**](cognitive-search-skill-document-intelligence-layout.md) used to analyze a document for structure and provide [structure-aware chunking](search-how-to-semantic-chunking.md). This skill calls Document Intelligence and uses the Document Intelligence layout model. | Feature | [Create or Update Skillset (2024-11-01-preview)](/rest/api/searchservice/skillsets/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true)|
 | [**Managed identity for keyless billing to an Azure AI multiservice subdomain**](cognitive-search-attach-cognitive-services.md). | Applied AI (skills) | You can now use a managed identity and roles for a keyless connection to Azure AI services for built-in skills processing. This capability removes restrictions for having both search and AI services in the same region. Availability is in the [Create or Update Skillset (2024-11-01-preview)](/rest/api/searchservice/skillsets/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true), the Azure portal, and in the Azure SDK beta packages that provide this feature. |
 | [**Markdown parsing mode**](search-how-to-index-markdown-blobs.md), used for indexing Markdown files in Azure Storage.  | Feature | [Create or Update Indexer (2024-11-01-preview)](/rest/api/searchservice/indexers/create-or-update?view=rest-searchservice-2024-11-01-preview&preserve-view=true) |
 | [**Rescoring options for compressed vectors**](vector-search-how-to-quantization.md), used for rescoring with original vectors instead of compressed vectors. Applies to HNSW and exhaustive KNN vector algorithms, using binary and scalar compression. | Feature | [Create or Update Index (2024-11-01-preview)](/rest/api/searchservice/indexes/create-or-update?view=rest-searchservice-2024-09-01-preview&preserve-view=true) |