Merge pull request #49100 from MScalopez/main

Fixing three minor errors in the Content

Author: v-ccolin

learn-pr/wwl-data-ai/extract-insights-using-azure-ai-language-azure-database-postgresq/1-introduction.yml

@@ -8,7 +8,7 @@ metadata:
   description: Introduction
   author: wwlpublish
   ms.author: calopez
-  ms.date: 11/24/2024
+  ms.date: 02/10/2025
   ms.topic: unit
   ms.collection:
     - wwl-ai-copilot

learn-pr/wwl-data-ai/extract-insights-using-azure-ai-language-azure-database-postgresq/includes/1-introduction.md

@@ -42,7 +42,7 @@ Next, authorize the Azure Database for PostgreSQL flexible server's `azure_ai` e
 select azure_ai.set_setting('azure_cognitive.endpoint','https://<endpoint>.cognitiveservices.azure.com');
 select azure_ai.set_setting('azure_cognitive.subscription_key', '<API Key>');
 -- the region setting is only required for the translate function
-select azure_ai.set_setting('azure_cognitive.region', '<API Key>');
+select azure_ai.set_setting('azure_cognitive.region', '');
 ```
 
 More information is available in the [Azure Cognitive Services documentation](/azure/postgresql/flexible-server/generative-ai-azure-cognitive#configure-azure_ai-extension-with-azure-cognitive-services).

learn-pr/wwl-data-ai/get-started-generative-ai-azure-database-postgresql/6-examine-azure-machine-learning-schema.yml

@@ -8,7 +8,7 @@ metadata:
   description: Examine the Azure Machine Learning schema
   author: wwlpublish
   ms.author: calopez
-  ms.date: 11/24/2024
+  ms.date: 02/06/2025
   ms.topic: unit
   ms.collection:
     - wwl-ai-copilot

learn-pr/wwl-data-ai/get-started-generative-ai-azure-database-postgresql/includes/6-examine-azure-machine-learning-schema.md

@@ -14,8 +14,8 @@ The `inference()` function expects the following input parameters:
 | --------- | ---- | ------- | ----------- |
 | input_data | `jsonb` || A JSON object containing the `input_data` object required for interacting with Azure Machine Learning models. |
 | deployment_name | `text` | `NULL::text` | (Optional) Name of the model deployment to target at the specified Azure Machine Learning endpoint. |
-| timeout_ms | `integer` | `NULL::integer`| The timeout... |
-| throw_on_error | `boolean` | `true` | desc... |
+| timeout_ms | `integer` | `NULL::integer`| Sets the maximum time (in milliseconds) to wait for an inference operation before it times out. |
+| throw_on_error | `boolean` | `true` | Determines whether to throw an error if the inference operation encounters an issue. |
 | max_attempts | `integer` | `1` | Number of times to retry the call to Azure OpenAI service in the event of a failure. |
 | retry_delay_ms | `integer` | `1000` | Amount of time, in milliseconds, to wait before attempting to retry calling the Azure OpenAI service endpoint. |
 

learn-pr/wwl-data-ai/summarize-data-azure-ai-services-azure-database-postgresql/3-explore-abstractive-summarization.yml

@@ -8,7 +8,7 @@ metadata:
   description: Explore abstractive summarization
   author: wwlpublish
   ms.author: calopez
-  ms.date: 11/24/2024
+  ms.date: 02/10/2025
   ms.topic: unit
   ms.collection:
     - wwl-ai-copilot

learn-pr/wwl-data-ai/summarize-data-azure-ai-services-azure-database-postgresql/includes/3-explore-abstractive-summarization.md

@@ -37,6 +37,6 @@ Abstractive summarization returns the two generated sentences:
 
 ```sql
 {
-  "The document describes a one-bedroom apartment located on the west side of Queen Anne Hill. The apartment, which is the bottom unit of a duplex, features an open floor plan, bamboo floors, a fully equipped kitchen, a queen-size bed, and a private deck with a BBQ. It is conveniently located near bus lines, historic Ballard, a grocery store, coffee shops, and various shops and restaurants."
+  "The document describes a one-bedroom apartment located on the west side of Queen Anne Hill, featuring an open floor plan, bamboo floors, a fully equipped kitchen, a queen-size bed, and a private deck with a BBQ. It is conveniently located near bus lines, historic Ballard, a grocery store, coffee shops, and various shops and restaurants."
 }
 ```