@@ -35,7 +35,7 @@ To attach an Azure AI multi-service resource, you must provide connection inform
 ## Prerequisites
 
 + Connectivity over a public endpoint, unless your search service meets the creation date, tier, and region requirements for private connections to an Azure AI services multi-service resource.
-+ [Azure AI multi-service resource](/azure/ai-services/multi-service-resource) created via the [Azure portal[(https://portal.azure.com) only.
++ [Azure AI multi-service resource](/azure/ai-services/multi-service-resource) created via the [Azure portal](https://portal.azure.com) only.
 
 > [!NOTE]
 > If your Azure AI resource is configured to use a private endpoint, Azure AI Search can connect [using a shared private link](search-indexer-howto-access-private.md) For more information, see the [requirements and limits for using shared private links](search-limits-quotas-capacity.md#shared-private-link-resource-limits).

@@ -10,7 +10,7 @@ ms.custom:
   - ignite-2023
   - build-2024
 ms.topic: reference
-ms.date: 04/15/2025
+ms.date: 07/14/2025
 ---
 # Skill context and input annotation language
 
@@ -106,8 +106,14 @@ Specific elements of an array can be referenced by using their numeric index lik
 
 ### Escape sequences
 
-There are two characters that have special meaning and need to be escaped if they appear in an expression and must be interpreted as is instead of as their special meaning: `'/'` and `'~'`.
-Those characters must be escaped respectively as `'~0'` and `'~1'`. 
+There are several characters that have a special meaning and need to be escaped if they are to be interpreted as-is instead of a syntax element. These characters include `#`, `/`, and `~` among others.
+
+| Escape sequence | Special meaning (usage in path syntax)  | Example |
+|---|---|
+| `~0` | Used for escaping `~` | "~0" for `~`, where "~/documents" becomes "~0~1documents"|
+| `~1` | Used for escaping `/` | "~1" for `/`, where "~/documents" becomes "~0~1documents" |
+| `~2` | Used for generically to escape arbitrary sequences (including but not limited to `#` and `*`) | "~2#~2" where "readme#requirements" becomes "readme~2#~2requirements" |
+
 
 ## Array enumeration
 

@@ -8,7 +8,7 @@ author: mrcarter8
 ms.author: mcarter
 ms.service: azure-ai-search
 ms.topic: how-to
-ms.date: 07/01/2025
+ms.date: 07/14/2025
 ms.custom:
   - ignite-2024
   - sfi-image-nochange
@@ -30,7 +30,7 @@ Shared private link is a premium feature that's billed by usage. When you set up
 Azure AI Search makes outbound calls to other Azure resources in the following scenarios:
 
 + Knowledge agent connections to Azure OpenAI for agentic retrieval workflows
-+ Indexer or query connections to Azure OpenAI, Azure AI Vision, or the Azure AI Foundry model catalog for vectorization
++ Indexer or query connections to Azure OpenAI or Azure AI Vision for vectorization
 + Indexer connections to supported data sources
 + Indexer (skillset) connections to Azure Storage for caching enrichments, debug session sate, or writing to a knowledge store
 + Indexer (skillset) connections to Azure AI services for billing purposes
@@ -127,7 +127,7 @@ You can create a shared private link for the following resources.
 
 <sup>5</sup> See [Create a shared private link for a SQL Managed Instance](search-indexer-how-to-access-private-sql.md) for instructions.
 
-<sup>6</sup> The `Microsoft.CognitiveServices/accounts` resource type is used for vectorizer and indexer connections to Azure OpenAI embedding models when implementing [integrated Vectorization](vector-search-integrated-vectorization.md). As of November 19, 2024, there's now support for shared private link to embedding models in the Azure AI Foundry model catalog or to the Azure AI Vision multimodal API.
+<sup>6</sup> The `Microsoft.CognitiveServices/accounts` resource type is used for vectorizer and indexer connections to Azure OpenAI embedding models when implementing [integrated Vectorization](vector-search-integrated-vectorization.md). As of November 19, 2024, there's now support for shared private link to support the Azure AI Vision multimodal embeddings via [AI Services multi-service account](/azure/ai-services/multi-service-resource).
 
 <sup>7</sup> Shared private link for Azure OpenAI is only supported in public cloud and [Microsoft Azure Government](https://azure.microsoft.com/explore/global-infrastructure/government/). Other cloud offerings don't have support for shared private links for `openai_account` Group ID.
 

@@ -92,7 +92,7 @@ POST https://{service-name}.search.windows.com/indexes/{index-name}/docs/search?
 }
 ```
 
-The response includes the new `rerankerBoostedScore`, alongside the L1 `@search.score` and the L2 `@search.rerankerSocre`. Results are ordered by `@search.rerankerBoostedScore`.
+The response includes the new `rerankerBoostedScore`, alongside the L1 `@search.score` and the L2 `@search.rerankerScore`. Results are ordered by `@search.rerankerBoostedScore`.
 
 ```json
 {