fix links

solutions/observability/cloud/monitor-microsoft-azure-openai.md

@@ -244,7 +244,6 @@ Now that your log and metric data is streaming to {{es}}, you can view them in {
 
 * [View logs and metrics with the overview dashboard](#azure-openai-overview-dashboard): Use the built-in overview dashboard for insight into your Azure OpenAI service like total requests and token usage.
 * [View logs and metrics with Discover](#azure-openai-discover): Use Discover to find and filter your log and metric data based on specific fields.
-* [View logs with Logs Explorer](#azure-openai-logs-explorer): Use Logs Explorer for an in-depth view into your logs.
 
 
 ### View logs and metrics with the overview dashboard [azure-openai-overview-dashboard]
@@ -277,28 +276,6 @@ From here, filter your data and dive deeper into individual logs to find informa
 
 For more on using Discover and creating data views, refer to the [Discover](../../../explore-analyze/discover.md) documentation.
 
-
-### View logs with Logs Explorer [azure-openai-logs-explorer]
-
-To view Azure OpenAI logs, open {{kib}} and go to **Logs Explorer** (find `Logs Explorer` in the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md)). With **Logs Explorer**, you can quickly search and filter your log data, get information about the structure of log fields, and display your findings in a visualization.
-
-:::{image} ../../../images/observability-log-explorer.png
-:alt: screenshot of the logs explorer main page
-:class: screenshot
-:::
-
-From **Logs Explorer**, you can select the Azure OpenAI integration from the data selector to view your Kubernetes data.
-
-![screenshot of the logs explorer data selector](../../../images/observability-azure-open-ai-data-selector.png "")
-
-From here, filter your log data and dive deeper into individual logs to find information and troubleshoot issues. For a list of Azure OpenAI fields you may want to filter by, refer to the [Azure OpenAI integration](https://docs.elastic.co/en/integrations/azure_openai#settings) documentation.
-
-For more on Logs Explorer, refer to:
-
-* [Logs Explorer](../logs/logs-explorer.md) for an overview of Logs Explorer.
-* [Filter logs in Logs Explorer](../logs/filter-aggregate-logs.md#logs-filter-logs-explorer) for more on filtering logs in Logs Explorer.
-
-
 ## Step 6: Monitor Microsoft Azure OpenAI APM with OpenTelemetry [azure-openai-apm]
 
 The Azure OpenAI API provides useful data to help monitor and understand your code. Using OpenTelemetry, you can ingest this data into Elastic {{observability}}. From there, you can view and analyze your data to monitor the cost and performance of your applications.

solutions/observability/infra-and-hosts/tutorial-observe-kubernetes-deployments.md

@@ -517,23 +517,12 @@ For more on using the **Metrics Explorer** page, refer to [Explore infrastructur
 
 ### View Kubernetes logs [monitor-k8s-explore-logs]
 
-Find `Logs Explorer` in the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md).
+Find `Discover` in the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md).
 
-With **Logs Explorer**, you can quickly search and filter your log data, get information about the structure of log fields, and display your findings in a visualization.
+From the **Data view** menu, select `All logs`. From here, you can quickly search and filter your log data, get information about the structure of log fields, and display your findings in a visualization. Then, you can filter your log data and dive deeper into individual logs to find and troubleshoot issues. For more information, refer to:
 
-:::{image} ../../../images/observability-log-explorer.png
-:alt: screenshot of the logs explorer main page
-:class: screenshot
-:::
-
-From **Logs Explorer**, you can select the Kubernetes integration from the data selector to view your Kubernetes data.
-
-![screenshot of the logs explorer main page](../../../images/observability-logs-explorer-applications.png "")
-
-From here, you can filter your log data and dive deeper into individual logs to find and troubleshoot issues. For more information, refer to:
-
-* [Logs Explorer](../logs/logs-explorer.md) for an over view of Logs Explorer.
-* [Filter logs in Logs Explorer](../logs/filter-aggregate-logs.md#logs-filter-logs-explorer) for more on filtering logs in Logs Explorer.
+* [Explore logs in Discover](../logs/logs-explorer.md) for an overview of viewing your logs in Discover.
+* [Filter logs in Discover](../logs/filter-aggregate-logs.md#logs-filter-discover) for more on filtering logs in Discover.
 
 
 ## Part 4: Monitor application performance [monitor-kubernetes-application-performance]

solutions/observability/logs/filter-aggregate-logs.md

@@ -73,7 +73,7 @@ PUT _index_template/logs-example-default-template
 
 Filter your data using the fields you’ve extracted so you can focus on log data with specific log levels, timestamp ranges, or host IPs. You can filter your log data in different ways:
 
-* [Filter logs in Logs Explorer](../../../solutions/observability/logs/filter-aggregate-logs.md#logs-filter-logs-explorer): Filter and visualize log data in Logs Explorer.
+* [Filter logs in Logs Explorer](../../../solutions/observability/logs/filter-aggregate-logs.md#logs-filter-discover): Filter and visualize log data in Logs Explorer.
 * [Filter logs with Query DSL](../../../solutions/observability/logs/filter-aggregate-logs.md#logs-filter-qdsl): Filter log data from Developer Tools using Query DSL.
 
 

solutions/observability/logs/logs-explorer.md

@@ -28,9 +28,9 @@ Viewing data in Discover logs data views requires `read` privileges for **Discov
 
 By default, the **All logs** data view shows all of your logs, according to the index patterns set in the **logs sources** advanced setting. To open **Advanced settings**, find **Stack Management** in the main menu or use the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md).
 
-To focus on logs from a specific source or sources, create a data view using the index patterns of those source. For more information on creating data views, refer to [Create a data view](../../../explore-analyze/find-and-organize/data-views.md#create-a-data-view-settings-create-pattern)
+To focus on logs from a specific source or sources, create a data view using the index patterns of those source. For more information on creating data views, refer to [Create a data view](../../../explore-analyze/find-and-organize/data-views.md#settings-create-pattern)
 
-Once you have the logs you want to focus on displayed, you can drill down further to find the information you need. For more on filtering your data in Discover, refer to [Filter logs in Discover](../../../solutions/observability/logs/filter-aggregate-logs.md#filter-logs-in-discover-logs-filter-discover).
+Once you have the logs you want to focus on displayed, you can drill down further to find the information you need. For more on filtering your data in Discover, refer to [Filter logs in Discover](../../../solutions/observability/logs/filter-aggregate-logs.md#logs-filter-discover).
 
 
 ## Review log data in the documents table [review-log-data-in-the-documents-table]