clean up edits

Author: HeidiSteen

articles/search/search-get-started-portal-image-search.md

@@ -127,7 +127,7 @@ On the **Advanced settings** page, you can optionally add new fields. By default
 | text_vector | Text vectors | Collection(Edm.single). Vector representation of the chunk.  Searchable and retrievable, but not filterable, facetable, or sortable.|
 | image_vector | Image vectors | Collection(Edm.single). Vector representation of the image.  Searchable and retrievable, but not filterable, facetable, or sortable.|
 
-You can't modify the generated fields or their attributes, but you can add new fields if your data source provides them. For example, Azure blob storage provides a collection of metadata fields.
+You can't modify the generated fields or their attributes, but you can add new fields if your data source provides them. For example, Azure Blob Storage provides a collection of metadata fields.
 
 1. Select **Add new**.
 
@@ -157,7 +157,7 @@ When the wizard completes the configuration, it creates the following objects:
 
 + An indexer that drives the indexing pipeline.
 
-+ A data source connection to Blob Storage.
++ A data source connection to Azure Blob Storage.
 
 + An index with vector fields, text fields, vectorizers, vector profiles, and vector algorithms. You can't modify the default index during the wizard workflow. Indexes conform to the [2024-05-01-preview REST API](/rest/api/searchservice/indexes/create-or-update?view=rest-searchservice-2024-05-01-preview&preserve-view=true) so that you can use preview features.
 

articles/search/search-get-started-portal-import-vectors.md

@@ -20,14 +20,16 @@ Key points about the wizard:
 + Supported data sources are Azure Blob Storage, Azure Data Lake Storage (ADLS) Gen2, or OneLake files and shortcuts.
 + Supported embedding models are hosted on Azure OpenAI, Azure AI Studio model catalog, Azure AI Vision multimodal.
 + Index schema provides vector and nonvector fields for chunked data. 
-+ You can add fields, but you can't delete autogenerated fields.
++ You can add fields, but you can't delete or modify generated fields.
 + Document parsing mode creates chunks (one search document per chunk).
 + Chunking is nonconfigurable. The effective settings are:
 
   ```json
-  textSplitMode: "pages",
-  maximumPageLength: 2000,
-  pageOverlapLength: 500
+   "textSplitMode": "pages",
+   "maximumPageLength": 2000,
+   "pageOverlapLength": 500,
+   "maximumPagesToTake": 0, #unlimited
+   "unit": "characters",
   ```
 
 ## Prerequisites
@@ -90,7 +92,7 @@ The wizard supports semantic ranking, but only on the Basic tier and higher, and
 
 This section points you to data that works for this quickstart.
 
-### [Azure Blob storage](#tab/sample-data-storage)
+### [Azure Blob Storage](#tab/sample-data-storage)
 
 1. Sign in to the [Azure portal](https://portal.azure.com/) with your Azure account, and go to your Azure Storage account.
 
@@ -230,7 +232,7 @@ The wizard supports Azure, Cohere, and Facebook embedding models in the Azure AI
 
 The next step is to connect to a data source to use for the search index.
 
-### [Azure Blob storage](#tab/connect-data-storage)
+### [Azure Blob Storage](#tab/connect-data-storage)
 
 1. On the **Set up your data connection** page, select **Azure Blob Storage**.
 
@@ -372,7 +374,7 @@ On the **Advanced settings** page, you can optionally add new fields. By default
 | text_vector | Text vectors | Collection(Edm.single). Vector representation of the chunk.  Searchable and retrievable, but not filterable, facetable, or sortable.|
 | image_vector | Image vectors | Collection(Edm.single). Vector representation of the image.  Searchable and retrievable, but not filterable, facetable, or sortable.|
 
-You can't modify the generated fields or their attributes, but you can add new fields if your data source provides them. For example, Azure blob storage provides a collection of metadata fields.
+You can't modify the generated fields or their attributes, but you can add new fields if your data source provides them. For example, Azure Blob Storage provides a collection of metadata fields.
 
 1. Select **Add new**.