Merge pull request #245390 from aahill/csa-fix

version fixes + image update

Author: AnnaMHuff

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/cancel-training.md

@@ -25,7 +25,7 @@ Use the following URL when creating your API request. Replace the placeholder va
 |`{ENDPOINT}`     | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 |`{PROJECT-NAME}`     | The name for your project. This value is case-sensitive.   | `EmailApp` |
 |`{JOB-ID}`       | This value is the training job ID.|  `XXXXX-XXXXX-XXXX-XX`|
-|`{API-VERSION}`     | The version of the API you're calling. The value referenced is for the latest released [model version](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data).  | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you're calling. The value referenced is for the latest released [model version](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data).  | `2023-04-15-preview` |
 
 ### Headers
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/delete-deployment.md

@@ -24,7 +24,7 @@ Create a **DELETE** request using the following URL, headers, and JSON body to d
 |`{ENDPOINT}`     | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 |`{PROJECT-NAME}`     | The name for your project. This value is case-sensitive.   | `myProject` |
 |`{DEPLOYMENT-NAME}`     | The name for your deployment name. This value is case-sensitive.   | `prod` |
-|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. See [Model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. See [Model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2023-04-15-preview` |
 
 ### Headers
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/deploy-model.md

@@ -21,7 +21,7 @@ Submit a **PUT** request using the following URL, headers, and JSON body to subm
 | `{ENDPOINT}` | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 | `{PROJECT-NAME}` | The name of your project. This value is case-sensitive.   | `myProject` |
 | `{DEPLOYMENT-NAME}`     | The name of your deployment. This value is case-sensitive.  | `staging` |
-|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. See [Model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. See [Model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2023-04-15-preview` |
 
 #### Headers
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/get-deployment-status.md

@@ -22,7 +22,7 @@ Use the following **GET** request to query the status of the deployment job. You
 | `{PROJECT-NAME}` | The name of your project. This value is case-sensitive.   | `myProject` |
 | `{DEPLOYMENT-NAME}`     | The name of your deployment. This value is case-sensitive.  | `staging` |
 |`{JOB-ID}`     | The ID for locating your model's training status. This is in the `location` header value you received in the previous step.  | `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx` |
-|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest version released. See [Model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest version released. See [Model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2023-04-15-preview` |
 
 #### Headers
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/get-import-status.md

@@ -22,7 +22,7 @@ Use the following **GET** request to get the status of your importing your proje
 |`{ENDPOINT}`     | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 |`{PROJECT-NAME}`     | The name of your project. This value is case-sensitive.   | `myProject` |
 |`{JOB-ID}`     | The ID for locating your model's training status. This value is in the `location` header value you received in the previous step.  | `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx` |
-|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. Learn more about other available [API versions](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data)  | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. Learn more about other available [API versions](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data)  | `2023-04-15-preview` |
 
 #### Headers
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/get-training-status.md

@@ -22,7 +22,7 @@ Use the following **GET** request to get the status of your model's training pro
 |`{ENDPOINT}`     | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 |`{PROJECT-NAME}`     | The name of your project. This value is case-sensitive.   | `myProject` |
 |`{JOB-ID}`     | The ID for locating your model's training status. This value is in the `location` header value you received in the previous step.  | `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxxx` |
-|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. See [model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you are calling. The value referenced here is for the latest version released. See [model lifecycle](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) to learn more about other available API versions.  | `2023-04-15-preview` |
 
 #### Headers
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/project-details.md

@@ -22,7 +22,7 @@ To get Custom sentiment analysis project details, submit a **GET** request using
 |---------|---------|---------|
 |`{ENDPOINT}`     | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 |`{PROJECT-NAME}`     | The name for your project. This value is case-sensitive.  | `myProject` |
-|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest released [model version](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data). | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest released [model version](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data). | `2023-04-15-preview` |
 
 ### Headers
 

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/swap-deployment.md

@@ -25,7 +25,7 @@ Create a **POST** request using the following URL, headers, and JSON body to sta
 |---------|---------|---------|
 |`{ENDPOINT}`     | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 |`{PROJECT-NAME}`     | The name for your project. This value is case-sensitive.   | `myProject` |
-|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest [model version](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) released. | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest [model version](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data) released. | `2023-04-15-preview` |
 
 
 ### Headers

articles/ai-services/language-service/sentiment-opinion-mining/includes/custom/rest-api/train-model.md

@@ -19,7 +19,7 @@ Submit a **POST** request using the following URL, headers, and JSON body to sub
 |---------|---------|---------|
 | `{ENDPOINT}` | The endpoint for authenticating your API request.   | `https://<your-custom-subdomain>.cognitiveservices.azure.com` |
 | `{PROJECT-NAME}` | The name of your project. This value is case-sensitive.   | `myProject` |
-|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest version released. Learn more about other available [API versions](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data)  | `2022-05-01` |
+|`{API-VERSION}`     | The version of the API you're calling. The value referenced here is for the latest version released. Learn more about other available [API versions](../../../../concepts/model-lifecycle.md#choose-the-model-version-used-on-your-data)  | `2023-04-15-preview` |
 
 #### Headers
 
@@ -49,7 +49,7 @@ Use the following JSON in your request body. The model will be given the `{MODEL
 |Key  |Placeholder  |Value  | Example |
 |---------|---------|-----|----|
 | modelLabel | `{MODEL-NAME}` | The model name that will be assigned to your model once trained successfully.  | `myModel` |
-| trainingConfigVersion | `{CONFIG-VERSION}` | This is the [model version](../../../../concepts/model-lifecycle.md) that will be used to train the model. | `2022-05-01`| 
+| trainingConfigVersion | `{CONFIG-VERSION}` | This is the [model version](../../../../concepts/model-lifecycle.md) that will be used to train the model. | `2023-04-15-preview`| 
 | evaluationOptions |  | Option to split your data across training and testing sets. | `{}` |
 | kind | `percentage` |  Split methods. Possible values are `percentage` or `manual`. <!--See [How to train a model](../../how-to/train-model.md#data-splitting) for more information.--> |`percentage`|
 | trainingSplitPercentage | `80`| Percentage of your tagged data to be included in the training set. Recommended value is `80`. | `80`|

articles/ai-services/language-service/sentiment-opinion-mining/includes/quickstarts/rest-api.md

@@ -10,7 +10,7 @@ ms.author: aahi
 ms.custom: ignite-fall-2021
 ---
 
-[Reference documentation](/rest/api/language/2022-05-01/text-analysis-runtime/analyze-text)
+<!--[Reference documentation](/rest/api/language/2022-05-01/text-analysis-runtime/analyze-text)-->
 
 Use this quickstart to send sentiment analysis requests using the REST API. In the following example, you'll use cURL to identify the sentiment(s) expressed in a text sample, and perform aspect-based sentiment analysis.
 
@@ -81,7 +81,7 @@ Use the following commands to send the API request using the program you're usin
 ### Command prompt
 
 ```terminal
-curl -X POST "%LANGUAGE_ENDPOINT%/language/:analyze-text?api-version=2022-05-01" ^
+curl -X POST "%LANGUAGE_ENDPOINT%/language/:analyze-text?api-version=2023-04-15-preview" ^
 -H "Content-Type: application/json" ^
 -H "Ocp-Apim-Subscription-Key: %LANGUAGE_KEY%" ^
 -d "@C:\Users\<myaccount>\Desktop\test_sentiment_payload.json"
@@ -90,7 +90,7 @@ curl -X POST "%LANGUAGE_ENDPOINT%/language/:analyze-text?api-version=2022-05-01"
 ### PowerShell
 
 ```terminal
-curl.exe -X POST $env:LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2022-05-01 `
+curl.exe -X POST $env:LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2023-04-15-preview `
 -H "Content-Type: application/json" `
 -H "Ocp-Apim-Subscription-Key: $env:LANGUAGE_KEY" `
 -d "@C:\Users\<myaccount>\Desktop\test_sentiment_payload.json"
@@ -101,7 +101,7 @@ curl.exe -X POST $env:LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2022-
 Use the following commands to send the API request using the program you're using. Replace `/home/mydir/test_sentiment_payload.json` with the location of the example JSON request file you created in the previous step.
 
 ```terminal
-curl -X POST $LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2022-05-01 \
+curl -X POST $LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2023-04-15-preview \
 -H "Content-Type: application/json" \
 -H "Ocp-Apim-Subscription-Key: $LANGUAGE_KEY" \
 -d "@/home/mydir/test_sentiment_payload.json"
@@ -112,7 +112,7 @@ curl -X POST $LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2022-05-01 \
 Use the following commands to send the API request using the program you're using. Replace `/home/mydir/test_sentiment_payload.json` with the location of the example JSON request file you created in the previous step.
 
 ```terminal
-curl -X POST $LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2022-05-01 \
+curl -X POST $LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2023-04-15-preview \
 -H "Content-Type: application/json" \
 -H "Ocp-Apim-Subscription-Key: $LANGUAGE_KEY" \
 -d "@/home/mydir/test_sentiment_payload.json"
@@ -238,4 +238,4 @@ curl -X POST $LANGUAGE_ENDPOINT/language/:analyze-text?api-version=2022-05-01 \
 
 * [Sentiment analysis and opinion mining language support](../../language-support.md)
 * [How to call the API](../../how-to/call-api.md)  
-* [Reference documentation](/rest/api/language/2022-05-01/text-analysis-runtime/analyze-text)
+<!--* [Reference documentation](/rest/api/language/2022-05-01/text-analysis-runtime/analyze-text)-->