resolve acrolinx

Author: laujan

articles/ai-services/document-intelligence/how-to-guides/includes/set-environment-variables.md

@@ -39,7 +39,7 @@ Environment variables in Windows aren't case-sensitive. They're typically declar
    setx DI_ENDPOINT <yourEndpoint>
    ```
 
-1. After you set your environment variables, close the Command Prompt window. The values remain modified until you change them again.
+1. Close the Command Prompt window after you set your environment variables. The values remain until you change them again.
 
 1. Restart any running programs that read the environment variable. For example, if you're using Visual Studio or Visual Studio Code as your editor, restart before running the sample code.
 
@@ -80,9 +80,9 @@ To set an environment variable permanently, place an export command in your Bash
 
      Example: `export DI_KEY="<yourKey>"`
 
-  1. Save your changes to the *.bash_profile* file.
+  1. Save your changes to the *bash_profile* file.
 
-  1. Run the following command from your terminal window to make the changes effective:
+  1. To make the changes effective, run the following command from your terminal window:
 
      ```bash
      source ~/.bash-profile
@@ -127,7 +127,7 @@ To set an environment variable permanently, place an export command in your Bash
 
   1. Save your changes to the *.bashrc* file.
 
-  1. Run the following command from your terminal window to make the changes effective:
+  1. To make the changes effective, run the following command from your terminal window:
 
      ```bash
      source ~/.bashrc

articles/ai-services/document-intelligence/how-to-guides/includes/v3-0/csharp-sdk.md

@@ -25,7 +25,7 @@ monikerRange: 'doc-intel-3.1.0 || doc-intel-3.0.0'
 
 :::moniker range="doc-intel-3.0.0"
 [Client library](/dotnet/api/overview/azure/ai.formrecognizer-readme?view=azure-dotnet&preserve-view=true) | [SDK reference](https://azuresdkdocs.blob.core.windows.net/$web/dotnet/Azure.AI.FormRecognizer/4.0.0/index.html) | [REST API reference](https://westus.dev.cognitive.microsoft.com/docs/services/form-recognizer-api-2022-08-31/operations/AnalyzeDocument) | [Package](https://www.nuget.org/packages/Azure.AI.FormRecognizer/4.0.0) | [Samples](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/formrecognizer/Azure.AI.FormRecognizer/samples) |[Supported REST API versions](../../../sdk-overview-v3-0.md)
-:::moniker-end
+::: moniker-end
 
 ## Prerequisites
 
@@ -98,7 +98,7 @@ monikerRange: 'doc-intel-3.1.0 || doc-intel-3.0.0'
 
 1. Delete the pre-existing code, including the line `Console.Writeline("Hello World!")`.
 
-1. Select one of the following code samples to copy and paste into your application's *Program.cs* file:
+1. Select one of the following code samples and copy/paste into your application's *Program.cs* file:
 
    - [prebuilt-read](#use-the-read-model)
    - [prebuilt-layout](#use-the-layout-model)
@@ -178,7 +178,7 @@ foreach (DocumentLanguage language in result.Languages)
 > [!div class="nextstepaction"]
 <!-- > [I &#8203;ran into an issue when running the application.](https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=csharp&Product=FormRecognizer&Page=how-to&Section=run-read) -->
 
-Visit the Azure samples repository on GitHub to view the [read model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/read-model-output.md).
+Visit the Azure samples repository on GitHub and view the [`read` model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/read-model-output.md).
 
 ## Use the Layout model
 
@@ -276,7 +276,7 @@ for (int i = 0; i < result.Tables.Count; i++)
 
 ```
 
-Visit the Azure samples repository on GitHub to view the [layout model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/layout-model-output.md).
+Visit the Azure samples repository on GitHub and view the [layout model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/layout-model-output.md).
 
 ## Use the General document model
 
@@ -376,7 +376,7 @@ for (int i = 0; i < result.Tables.Count; i++)
 
 ```
 
-Visit the Azure samples repository on GitHub to view the [general document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/general-document-model-output.md).
+Visit the Azure samples repository on GitHub and view the [general document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/general-document-model-output.md).
 
 ## Use the W-2 tax model
 
@@ -488,7 +488,7 @@ for (int i = 0; i < result.Documents.Count; i++)
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [W-2 tax model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/w2-tax-model-output.md).
+Visit the Azure samples repository on GitHub and view the [W-2 tax model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/w2-tax-model-output.md).
 
 ## Use the Invoice model
 
@@ -598,7 +598,7 @@ for (int i = 0; i < result.Documents.Count; i++)
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [invoice model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/general-document-model-output.md).
+Visit the Azure samples repository on GitHub and view the [invoice model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/general-document-model-output.md).
 
 ## Use the Receipt model
 
@@ -691,7 +691,7 @@ foreach (AnalyzedDocument receipt in receipts.Documents)
 
 ```
 
-Visit the Azure samples repository on GitHub to view the [receipt model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/receipt-model-output.md).
+Visit the Azure samples repository on GitHub and view the [receipt model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/receipt-model-output.md).
 
 ## ID document model
 
@@ -799,7 +799,7 @@ if (identityDocument.Fields.TryGetValue("Sex", out DocumentField sexfield))
 
 ```
 
-Visit the Azure samples repository on GitHub to view the [id-document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/id-document-model-output.md).
+Visit the Azure samples repository on GitHub and view the [id-document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/id-document-model-output.md).
 
 ## Use the Business card model
 
@@ -1005,4 +1005,4 @@ foreach (AnalyzedDocument businessCard in businessCards.Documents)
 
 ```
 
-Visit the Azure samples repository on GitHub to view the [business card model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/business-card-model-output.md).
+Visit the Azure samples repository on GitHub and view the [business card model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/dotnet/FormRecognizer/how-to-guide/business-card-model-output.md).

articles/ai-services/document-intelligence/how-to-guides/includes/v3-0/java-sdk.md

@@ -31,8 +31,8 @@ monikerRange: 'doc-intel-3.1.0 || doc-intel-3.0.0'
 - An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services/).
 - The latest version of [Visual Studio Code](https://code.visualstudio.com/) or your preferred IDE. See [Java in Visual Studio Code](https://code.visualstudio.com/docs/languages/java).
 
-  - Visual Studio Code offers a *Coding Pack for Java* for Windows and macOS. The coding pack is a bundle of VS Code, the Java Development Kit (JDK), and a collection of suggested extensions by Microsoft. The Coding Pack can also be used to fix an existing development environment.
-  - If you're using VS Code and the Coding Pack For Java, install the [**Gradle for Java**](https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-gradle) extension.
+  - Visual Studio Code offers a *Coding Pack for Java* for Windows and macOS. The coding pack is a bundle of `VS Code`, the Java Development Kit (JDK), and a collection of suggested extensions by Microsoft. The Coding Pack can also be used to fix an existing development environment.
+  - If you're using `VS Code` and the Coding Pack For Java, install the [**Gradle for Java**](https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-gradle) extension.
 
   If you aren't using Visual Studio Code, make sure you have the following installed in your development environment:
 
@@ -130,14 +130,14 @@ To interact with the Document Intelligence service, create an instance of the `D
    >
    > You can create a new file by using PowerShell. Open a PowerShell window in your project directory by holding down the **Shift** key and right-clicking the folder, then type the following command: *New-Item FormRecognizer.java*.
 
-1. Open the *FormRecognizer.java* file and select one of the following code samples to copy and paste into your application:
+1. Open the *FormRecognizer.java* file and select one of the following code samples and copy/paste into your application:
 
-   - The [prebuilt-read](#use-the-read-model) model is at the core of all Document Intelligence models and can detect lines, words, locations, and languages. The layout, general document, prebuilt, and custom models all use the read model as a foundation for extracting texts from documents.
+   - The [prebuilt-read](#use-the-read-model) model is at the core of all Document Intelligence models and can detect lines, words, locations, and languages. The layout, general document, prebuilt, and custom models all use the `read` model as a foundation for extracting texts from documents.
    - The [prebuilt-layout](#use-the-layout-model) model extracts text and text locations, tables, selection marks, and structure information from documents and images.
    - The [prebuilt-tax.us.w2](#use-the-w-2-tax-model) model extracts information reported on US Internal Revenue Service (IRS) tax forms.
    - The [prebuilt-invoice](#use-the-invoice-model) model extracts key fields and line items from sales invoices in various formats.
    - The [prebuilt-receipt](#use-the-receipt-model) model extracts key information from printed and handwritten sales receipts.
-   - The [prebuilt-idDocument](#use-the-id-document-model) model extracts key information from US Drivers Licenses, international passport biographical pages, US state IDs, social security cards, and permanent resident cards or *green cards*.
+   - The [prebuilt-idDocument](#use-the-id-document-model) model extracts key information from US Drivers Licenses; international passport biographical pages; US state IDs; social security cards; and permanent resident cards.
 
 1. Type the following commands:
 
@@ -211,7 +211,7 @@ analyzeLayoutResult.getPages().forEach(documentPage -> {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [read model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/read-model-output.md).
+Visit the Azure samples repository on GitHub and view the [`read` model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/read-model-output.md).
 
 ## Use the Layout model
 
@@ -305,7 +305,7 @@ private static String getBoundingCoordinates(List < Point > boundingPolygon) {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [layout model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/layout-model-output.md).
+Visit the Azure samples repository on GitHub and view the [layout model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/layout-model-output.md).
 
 ## Use the General document model
 
@@ -398,7 +398,7 @@ analyzeResult.getKeyValuePairs().forEach(documentKeyValuePair -> {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [general document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/general-document-model-output.md).
+Visit the Azure samples repository on GitHub and view the [general document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/general-document-model-output.md).
 
 ## Use the W-2 tax model
 
@@ -534,7 +534,7 @@ for (int i = 0; i < analyzeTaxResult.getDocuments().size(); i++) {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [W-2 tax model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/w2-tax-model-output.md).
+Visit the Azure samples repository on GitHub and view the [W-2 tax model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/w2-tax-model-output.md).
 
 ## Use the Invoice model
 
@@ -689,7 +689,7 @@ for (int i = 0; i < analyzeInvoiceResult.getDocuments().size(); i++) {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [invoice model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/invoice-model-output.md).
+Visit the Azure samples repository on GitHub and view the [invoice model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/invoice-model-output.md).
 
 ## Use the Receipt-model
 
@@ -816,7 +816,7 @@ for (int i = 0; i < receiptResults.getDocuments().size(); i++) {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [receipt model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/receipt-model-output.md).
+Visit the Azure samples repository on GitHub and view the [receipt model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/receipt-model-output.md).
 
 ## Use the ID document model
 
@@ -938,7 +938,7 @@ for (int i = 0; i < identityDocumentResults.getDocuments().size(); i++) {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [ID document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/id-document-output.md).
+Visit the Azure samples repository on GitHub and view the [ID document model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/id-document-output.md).
 
 ## Use the Business card model
 
@@ -1142,4 +1142,4 @@ for (int i = 0; i < businessCardPageResults.getDocuments().size(); i++) {
 }
 ```
 
-Visit the Azure samples repository on GitHub to view the [business card model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/business-card-model-output.md).
+Visit the Azure samples repository on GitHub and view the [business card model output](https://github.com/Azure-Samples/cognitive-services-quickstart-code/blob/master/java/FormRecognizer/how-to-guide/business-card-model-output.md).