Merge pull request #204354 from aahill/small-fixes

Quickstart intro updates

Author: 19BMG00

articles/cognitive-services/language-service/entity-linking/includes/quickstarts/csharp-sdk.md

@@ -5,13 +5,14 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/07/2022
+ms.date: 07/11/2022
 ms.author: aahi
 ms.custom: ignite-fall-2021
 ---
 
-[Reference documentation](/dotnet/api/azure.ai.textanalytics?preserve-view=true&view=azure-dotnet) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.TextAnalytics/5.1.0) | [Additional samples](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics/samples)
+[Reference documentation](/dotnet/api/azure.ai.textanalytics?preserve-view=true&view=azure-dotnet) | [Additional samples](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics/samples) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.TextAnalytics/5.1.0) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics)
 
+Use this quickstart to create an entity linking application with the client library for .NET. In the following example, you will create a C# application that can identify and disambiguate entities found in text.
 
 ## Prerequisites
 

articles/cognitive-services/language-service/entity-linking/includes/quickstarts/java-sdk.md

@@ -6,12 +6,15 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/30/2022
+ms.date: 07/11/2022
 ms.custom: devx-track-java, ignite-fall-2021
 ms.author: aahi
 ---
 
-[Reference documentation](/java/api/overview/azure/ai-textanalytics-readme?preserve-view=true&view=azure-java-stable) | [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics) | [Package](https://mvnrepository.com/artifact/com.azure/azure-ai-textanalytics/5.1.10) | [Samples](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics/src/samples)
+[Reference documentation](/java/api/overview/azure/ai-textanalytics-readme?preserve-view=true&view=azure-java-stable) | [Additional samples](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics/src/samples) | [Package (Maven)](https://mvnrepository.com/artifact/com.azure/azure-ai-textanalytics/5.1.10) | [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics)
+
+Use this quickstart to create an entity linking application with the client library for Java. In the following example, you will create a Java application that can identify and disambiguate entities found in text.
+
 
 ## Prerequisites
 

articles/cognitive-services/language-service/entity-linking/includes/quickstarts/nodejs-sdk.md

@@ -6,12 +6,15 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/30/2022
+ms.date: 07/11/2022
 ms.author: aahi
 ms.custom: devx-track-js, ignite-fall-2021
 ---
 
-[Reference documentation](/javascript/api/overview/azure/ai-text-analytics-readme?preserve-view=true&view=azure-node-latest) | [Library source code](https://github.com/Azure/azure-sdk-for-js/tree/master/sdk/textanalytics/ai-text-analytics) | [Package (NPM)](https://www.npmjs.com/package/@azure/ai-text-analytics/v/5.1.0) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/textanalytics/ai-text-analytics/samples)
+[Reference documentation](/javascript/api/overview/azure/ai-text-analytics-readme?preserve-view=true&view=azure-node-latest) | [Additional samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/textanalytics/ai-text-analytics/samples) | [Package (npm)](https://www.npmjs.com/package/@azure/ai-text-analytics/v/5.1.0) | [Library source code](https://github.com/Azure/azure-sdk-for-js/tree/master/sdk/textanalytics/ai-text-analytics)
+
+Use this quickstart to create an entity linking application with the client library for Node.js. In the following example, you will create a Javascript application that can identify and disambiguate entities found in text.
+
 
 ## Prerequisites
 
@@ -45,7 +48,7 @@ npm init
 
 ### Install the client library
 
-Install the NPM package:
+Install the npm package:
 
 ```console
 npm install @azure/[email protected]

articles/cognitive-services/language-service/entity-linking/includes/quickstarts/python-sdk.md

@@ -3,12 +3,14 @@ author: aahill
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/30/2022
+ms.date: 07/11/2022
 ms.author: aahi
 ms.custom: ignite-fall-2021
 ---
 
-[Reference documentation](/python/api/azure-ai-textanalytics/azure.ai.textanalytics?preserve-view=true&view=azure-python) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics) | [Package (PiPy)](https://pypi.org/project/azure-ai-textanalytics/5.1.0/) | [Samples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics/samples)
+[Reference documentation](/python/api/azure-ai-textanalytics/azure.ai.textanalytics?preserve-view=true&view=azure-python) | [Additional samples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics/samples) | [Package (PiPy)](https://pypi.org/project/azure-ai-textanalytics/5.1.0/) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics)
+
+Use this quickstart to create an entity linking application with the client library for Python. In the following example, you will create a Python application that can identify and disambiguate entities found in text.
 
 
 ## Prerequisites

articles/cognitive-services/language-service/entity-linking/includes/quickstarts/rest-api.md

@@ -15,6 +15,8 @@ ms.custom: ignite-fall-2021
 
 [Reference documentation](/rest/api/language/text-analysis-runtime/analyze-text)
 
+Use this quickstart to send entity linking requests using the REST API. In the following example, you will use cURL to identify and disambiguate entities found in text.
+
 
 ## Prerequisites
 

articles/cognitive-services/language-service/entity-linking/quickstart.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: quickstart
-ms.date: 06/30/2022
+ms.date: 07/11/2022
 ms.author: aahi
 ms.devlang: csharp, java, javascript, python
 ms.custom: language-service-entity-linking, ignite-fall-2021, mode-api
@@ -18,8 +18,6 @@ zone_pivot_groups: programming-languages-text-analytics
 
 # Quickstart: Entity Linking using the client library and REST API
 
-Use this article to get started with Entity Linking using the client library and REST API. Follow these steps to try out examples code for mining text:
-
 ::: zone pivot="programming-language-csharp"
 
 [!INCLUDE [C# quickstart](includes/quickstarts/csharp-sdk.md)]

articles/cognitive-services/language-service/key-phrase-extraction/includes/quickstarts/csharp-sdk.md

@@ -4,13 +4,14 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/30/2022
+ms.date: 07/11/2022
 ms.author: aahi
 ms.custom: ignite-fall-2021
 ---
 
-[Reference documentation](/dotnet/api/azure.ai.textanalytics?preserve-view=true&view=azure-dotnet) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.TextAnalytics/5.1.1) | [Additional samples](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics/samples)
+[Reference documentation](/dotnet/api/azure.ai.textanalytics?preserve-view=true&view=azure-dotnet) | [Additional samples](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics/samples) | [Package (NuGet)](https://www.nuget.org/packages/Azure.AI.TextAnalytics/5.1.1) | [Library source code](https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/textanalytics/Azure.AI.TextAnalytics)
 
+Use this quickstart to create a key phrase extraction application with the client library for .NET. In the following example, you will create a C# application that can identify key words and phrases found in text.
 
 ## Prerequisites
 

articles/cognitive-services/language-service/key-phrase-extraction/includes/quickstarts/java-sdk.md

@@ -4,12 +4,14 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/30/2022
+ms.date: 07/11/2022
 ms.custom: devx-track-java, ignite-fall-2021
 ms.author: aahi
 ---
 
-[Reference documentation](/java/api/overview/azure/ai-textanalytics-readme?preserve-view=true&view=azure-java-stable) | [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics) | [Package](https://mvnrepository.com/artifact/com.azure/azure-ai-textanalytics/5.1.10) | [Samples](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics/src/samples)
+[Reference documentation](/java/api/overview/azure/ai-textanalytics-readme?preserve-view=true&view=azure-java-stable) | [Additional samples](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics/src/samples) | [Package (Maven)](https://mvnrepository.com/artifact/com.azure/azure-ai-textanalytics/5.1.10) |  [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/textanalytics/azure-ai-textanalytics)
+
+Use this quickstart to create a key phrase extraction application with the client library for Java. In the following example, you will create a Java application that can identify key words and phrases found in text.
 
 ## Prerequisites
 

articles/cognitive-services/language-service/key-phrase-extraction/includes/quickstarts/nodejs-sdk.md

@@ -4,12 +4,14 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/07/2022
+ms.date: 07/11/2022
 ms.author: aahi
 ms.custom: devx-track-js, ignite-fall-2021
 ---
 
-[Reference documentation](/javascript/api/overview/azure/ai-text-analytics-readme?preserve-view=true&view=azure-node-latest) | [Library source code](https://github.com/Azure/azure-sdk-for-js/tree/master/sdk/textanalytics/ai-text-analytics) | [Package (NPM)](https://www.npmjs.com/package/@azure/ai-text-analytics/v/5.1.0) | [Samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/textanalytics/ai-text-analytics/samples)
+[Reference documentation](/javascript/api/overview/azure/ai-text-analytics-readme?preserve-view=true&view=azure-node-latest) | [Additional samples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/textanalytics/ai-text-analytics/samples) | [Package (npm)](https://www.npmjs.com/package/@azure/ai-text-analytics/v/5.1.0) | [Library source code](https://github.com/Azure/azure-sdk-for-js/tree/master/sdk/textanalytics/ai-text-analytics)
+
+Use this quickstart to create a key phrase extraction application with the client library for Node.js. In the following example, you will create a JavaScript application that can identify key words and phrases found in text.
 
 ## Prerequisites
 
@@ -43,7 +45,7 @@ npm init
 
 ### Install the client library
 
-Install the NPM package:
+Install the npm package:
 
 ```console
 npm install --save @azure/[email protected]

articles/cognitive-services/language-service/key-phrase-extraction/includes/quickstarts/python-sdk.md

@@ -3,13 +3,14 @@ author: aahill
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: include
-ms.date: 06/07/2022
+ms.date: 07/11/2022
 ms.author: aahi
 ms.custom: ignite-fall-2021
 ---
 
-[Reference documentation](/python/api/azure-ai-textanalytics/azure.ai.textanalytics?preserve-view=true&view=azure-python) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics) | [Package (PiPy)](https://pypi.org/project/azure-ai-textanalytics/5.1.0/) | [Samples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics/samples)
+[Reference documentation](/python/api/azure-ai-textanalytics/azure.ai.textanalytics?preserve-view=true&view=azure-python) | [Additional samples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics/samples) |  [Package (PiPy)](https://pypi.org/project/azure-ai-textanalytics/5.1.0/) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/textanalytics/azure-ai-textanalytics)
 
+Use this quickstart to create a key phrase extraction application with the client library for Python. In the following example, you will create a Python application that can identify key words and phrases found in text.
 
 ## Prerequisites