diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 13fd112067..c1d29fc96b 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -36,6 +36,17 @@ jobs:
         run: yarn install --frozen-lockfile
       - name: Build the Docusaurus site
         run: yarn build
+  deploy-to-review:
+    uses: SumoLogic/sumologic-documentation/.github/workflows/build_and_deploy.yml@main
+    with:
+      hostname: https://d2t1s0ah22jxsa.cloudfront.net
+      base_url: /${{ github.ref_name }}/
+      environment: review/${{ github.ref_name }}
+    secrets:
+      S3_BUCKET_NAME: ${{ secrets.REVIEW_S3_BUCKET_NAME }}
+      CLOUDFRONT_DISTRIBUTION_ID: ${{ secrets.REVIEW_CLOUDFRONT_DISTRIBUTION_ID }}
+      AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+      AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}      
   spellcheck:
     runs-on: ubuntu-latest
     steps:
diff --git a/.github/workflows/review.yml b/.github/workflows/review.yml
new file mode 100644
index 0000000000..1d8a610c4e
--- /dev/null
+++ b/.github/workflows/review.yml
@@ -0,0 +1,19 @@
+name: deploy-to-review
+
+on: workflow_dispatch
+
+permissions:
+  contents: read
+
+jobs:
+  deploy-to-review:
+    uses: SumoLogic/sumologic-documentation/.github/workflows/build_and_deploy.yml@main
+    with:
+      hostname: https://d2t1s0ah22jxsa.cloudfront.net
+      base_url: /${{ github.ref_name }}/
+      environment: review/${{ github.ref_name }}
+    secrets:
+      S3_BUCKET_NAME: ${{ secrets.REVIEW_S3_BUCKET_NAME }}
+      CLOUDFRONT_DISTRIBUTION_ID: ${{ secrets.REVIEW_CLOUDFRONT_DISTRIBUTION_ID }}
+      AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+      AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
diff --git a/docs/alerts/index.md b/docs/alerts/index.md
index 70c294d347..a22cb23375 100644
--- a/docs/alerts/index.md
+++ b/docs/alerts/index.md
@@ -11,19 +11,19 @@ Sumo Logic offers several alerting features. See the topics below for details on
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors"><img src={useBaseUrl('img/icons/alerts.png')} alt="icon" width="40"/><h4>Monitors</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors')}><img src={useBaseUrl('img/icons/alerts.png')} alt="icon" width="40"/><h4>Monitors</h4></a>
   <p>Configure alerting policies notify you about critical changes or issues affecting your production applications.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches"><img src={useBaseUrl('img/icons/alerts.png')} alt="icon" width="40"/><h4>Scheduled Searches</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches')}><img src={useBaseUrl('img/icons/alerts.png')} alt="icon" width="40"/><h4>Scheduled Searches</h4></a>
   <p>Create saved searches that are executed continuously on a schedule you set, monitoring your stack.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/difference-from-scheduled-searches"><img src={useBaseUrl('img/icons/alerts.png')} alt="icon" width="40"/><h4>Monitors vs. Scheduled Searches</h4></a>
+  <a href={useBaseUrl('docs/alerts/difference-from-scheduled-searches')}><img src={useBaseUrl('img/icons/alerts.png')} alt="icon" width="40"/><h4>Monitors vs. Scheduled Searches</h4></a>
   <p>Learn about the feature differences between Monitors and Scheduled Searches.</p>
   </div>
 </div>
diff --git a/docs/alerts/monitors/index.md b/docs/alerts/monitors/index.md
index e3bebff5cc..e9a18bc784 100644
--- a/docs/alerts/monitors/index.md
+++ b/docs/alerts/monitors/index.md
@@ -14,67 +14,67 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors/overview"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Overview</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors/overview')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Overview</h4></a>
   <p>Set up monitors to continuously query your logs or metrics and send notifications when specific events occur.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors/create-monitor"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Create a Monitor</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors/create-monitor')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Create a Monitor</h4></a>
   <p>Learn how to create a monitor.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors/settings"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Monitor Settings</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors/settings')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Monitor Settings</h4></a>
   <p>Learn how to view, create, manage, and organize Monitors.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/alerts/monitors/monitor-faq"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Monitors FAQ</h4></a>
+    <a href={useBaseUrl('docs/alerts/monitors/monitor-faq')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Monitors FAQ</h4></a>
   <p>This topic lists the common FAQs regarding Monitors.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/alerts/monitors/alert-variables"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Variables</h4></a>
+    <a href={useBaseUrl('docs/alerts/monitors/alert-variables')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Variables</h4></a>
   <p>Use Alert Variables as parameters to customize the JSON payload object of your alert notifications.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/alerts/monitors/alert-response"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Response</h4></a>
+    <a href={useBaseUrl('docs/alerts/monitors/alert-response')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Response</h4></a>
   <p>Get contextual insights about triggered alerts to minimize the time needed to investigate and resolve application failures.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors/alert-response-faq"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Response FAQ</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors/alert-response-faq')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Response FAQ</h4></a>
   <p>This topic lists the common FAQs regarding Alert Response.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors/alert-grouping"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Grouping</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors/alert-grouping')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Alert Grouping</h4></a>
 <p>Customize how your alerts are generated from monitors by specifying a grouping condition based on specific fields.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors/muting-schedules"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Muting Schedules</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors/muting-schedules')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Muting Schedules</h4></a>
   <p>Pause alert notifications from monitors according to the schedule that you define.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/monitor-ingestion-receive-alerts"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Monitor Log Ingestion and Alerts</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/monitor-ingestion-receive-alerts')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Monitor Log Ingestion and Alerts</h4></a>
   <p>Add Scheduled Searches that monitor log ingestion and send alerts.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/monitors/use-playbooks-with-monitors"><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Automated Playbooks in Monitors</h4></a>
+  <a href={useBaseUrl('docs/alerts/monitors/use-playbooks-with-monitors')}><img src={useBaseUrl('img/icons/operations/monitor-and-visualize.png')} alt="icon" width="40"/><h4>Automated Playbooks in Monitors</h4></a>
   <p>Learn how to use Automation Service playbooks with monitors.</p>
   </div>
 </div>
diff --git a/docs/alerts/scheduled-searches/index.md b/docs/alerts/scheduled-searches/index.md
index 951b06e963..317c2f4160 100644
--- a/docs/alerts/scheduled-searches/index.md
+++ b/docs/alerts/scheduled-searches/index.md
@@ -11,43 +11,43 @@ A _Scheduled Search_ is a standard [Log Search](/docs/search) that you save and
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches/schedule-search"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Create a Scheduled Search</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches/schedule-search')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Create a Scheduled Search</h4></a>
   <p>Learn how to add alerts and schedule search to run it at a regular scheduled time.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches/create-email-alert"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Create a Scheduled Search Email Alert</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches/create-email-alert')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Create a Scheduled Search Email Alert</h4></a>
   <p>Learn how to create a Scheduled Search email alert.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches/edit-cancel"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Edit or Cancel a Scheduled Search</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches/edit-cancel')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Edit or Cancel a Scheduled Search</h4></a>
   <p>Learn how to edit or cancel a Scheduled Search at any time.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches/save-to-index"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Save to Index</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches/save-to-index')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Save to Index</h4></a>
   <p>Learn how to save the results to an Index after creating a Scheduled Search email alert.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches/save-to-lookup"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Save to Lookup</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches/save-to-lookup')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Save to Lookup</h4></a>
   <p>Learn how to save the results of a Scheduled Search to a Lookup Table.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches/generate-cse-signals"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Generate Cloud SIEM Signals with a Scheduled Search</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches/generate-cse-signals')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>Generate Cloud SIEM Signals with a Scheduled Search</h4></a>
   <p>Learn how to create a Scheduled Search that will trigger a Cloud SIEM Signal.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/scheduled-searches/faq"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
+  <a href={useBaseUrl('docs/alerts/scheduled-searches/faq')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
   <p>Review frequently asked questions about Scheduled Searches and troubleshooting tips.</p>
   </div>
 </div>
diff --git a/docs/alerts/webhook-connections/index.md b/docs/alerts/webhook-connections/index.md
index f80a476964..27a2041d77 100644
--- a/docs/alerts/webhook-connections/index.md
+++ b/docs/alerts/webhook-connections/index.md
@@ -23,55 +23,55 @@ In this section, we'll introduce the following concepts and more:
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/alerts/webhooks.png')} alt="icon" width="60"/>
-  <h4><a href="/docs/alerts/webhook-connections/set-up-webhook-connections">Set Up Webhook Connections</a></h4>
+  <h4><a href={useBaseUrl('docs/alerts/webhook-connections/set-up-webhook-connections')}>Set Up Webhook Connections</a></h4>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/connection-and-integration/aws-lambda.svg')} alt="Thumbnail icon" width="45"/>
-  <h4><a href="/docs/alerts/webhook-connections/aws-lambda/">AWS Lambda</a></h4>
+  <h4><a href={useBaseUrl('docs/alerts/webhook-connections/aws-lambda/')}>AWS Lambda</a></h4>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/connection-and-integration/azure-functions.png')} alt="Thumbnail icon" width="80"/>
-  <h4><a href="/docs/alerts/webhook-connections/microsoft-azure-functions">Azure Functions</a></h4>
+  <h4><a href={useBaseUrl('docs/alerts/webhook-connections/microsoft-azure-functions')}>Azure Functions</a></h4>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/microsoft-azure/MSTeams.png')} alt="thumbnail icon" width="55"/>
-    <h4><a href="/docs/alerts/webhook-connections/microsoft-teams">MS Teams</a></h4>
+    <h4><a href={useBaseUrl('docs/alerts/webhook-connections/microsoft-teams')}>MS Teams</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/saas-cloud/pagerduty.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/alerts/webhook-connections/pagerduty">PagerDuty</a></h4>
+    <h4><a href={useBaseUrl('docs/alerts/webhook-connections/pagerduty')}>PagerDuty</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/saas-cloud/slack.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/alerts/webhook-connections/slack">Slack</a></h4>
+    <h4><a href={useBaseUrl('docs/alerts/webhook-connections/slack')}>Slack</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/saas-cloud/opsgenie.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/alerts/webhook-connections/opsgenie">Opsgenie</a></h4>
+    <h4><a href={useBaseUrl('docs/alerts/webhook-connections/opsgenie')}>Opsgenie</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src='https://companieslogo.com/img/orig/NOW-6d5a01eb.png?t=1647966832' alt="icon" width="60"/>
-    <h4><a href="/docs/alerts/webhook-connections/servicenow">ServiceNow</a></h4>
+    <h4><a href={useBaseUrl('docs/alerts/webhook-connections/servicenow')}>ServiceNow</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/app-development/jira.png')} alt="Thumbnail icon" width="60"/>
-    <h4><a href="/docs/alerts/webhook-connections/jira-cloud">Jira</a></h4>
+    <h4><a href={useBaseUrl('docs/alerts/webhook-connections/jira-cloud')}>Jira</a></h4>
     </div>
   </div>
 </div>
diff --git a/docs/alerts/webhook-connections/servicenow/index.md b/docs/alerts/webhook-connections/servicenow/index.md
index 06e13bcc99..e880c9979a 100644
--- a/docs/alerts/webhook-connections/servicenow/index.md
+++ b/docs/alerts/webhook-connections/servicenow/index.md
@@ -8,9 +8,9 @@ import useBaseUrl from '@docusaurus/useBaseUrl';
 
 Your org can use collected data to investigate issues across your deployment and then upload it to ServiceNow through the use of scheduled searches. After saving a search, results are available in ServiceNow. Additionally, you can launch ad hoc ServiceNow investigations using search results in Sumo Logic.
 
-[**Classic UI**](/docs/get-started/sumo-logic-ui-classic). To access ServiceNow connections, in the main Sumo Logic menu select **Manage Data > Monitoring > Connections**. 
+[**Classic UI**](/docs/get-started/sumo-logic-ui-classic). To access ServiceNow connections, in the main Sumo Logic menu select **Manage Data > Monitoring > Connections**.
 
-<br/>[**New UI**](/docs/get-started/sumo-logic-ui). To access ServiceNow connections, in the top menu select **Configuration**, and then under **Monitoring** select **Connections**. You can also click the **Go To...** menu at the top of the screen and select **Connections**. 
+<br/>[**New UI**](/docs/get-started/sumo-logic-ui). To access ServiceNow connections, in the top menu select **Configuration**, and then under **Monitoring** select **Connections**. You can also click the **Go To...** menu at the top of the screen and select **Connections**.
 
 From here, you can search, edit, delete, and view of the details of [ServiceNow connections](/docs/alerts/webhook-connections/servicenow/).
 
@@ -19,25 +19,25 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/webhook-connections/servicenow/set-up-security-incident-webhook"><img src={useBaseUrl('img/icons/security/security-capabilities.png')} alt="icon" width="40"/><h4>Set Up Security Incident Webhooks</h4></a>
+  <a href={useBaseUrl('docs/alerts/webhook-connections/servicenow/set-up-security-incident-webhook')}><img src={useBaseUrl('img/icons/security/security-capabilities.png')} alt="icon" width="40"/><h4>Set Up Security Incident Webhooks</h4></a>
   <p>Learn how to set up a ServiceNow Security Incident Webhook connection and create scheduled searches.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/webhook-connections/servicenow/launch-investigations"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Launch ServiceNow Investigations</h4></a>
+  <a href={useBaseUrl('docs/alerts/webhook-connections/servicenow/launch-investigations')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Launch ServiceNow Investigations</h4></a>
   <p>Learn how to launch ad hoc investigations directly from search results in Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/webhook-connections/servicenow/set-up-searches"><img src={useBaseUrl('img/icons/operations/automated-detection.png')} alt="icon" width="40"/><h4>Set Up ServiceNow Searches</h4></a>
+  <a href={useBaseUrl('docs/alerts/webhook-connections/servicenow/set-up-searches')}><img src={useBaseUrl('img/icons/operations/automated-detection.png')} alt="icon" width="40"/><h4>Set Up ServiceNow Searches</h4></a>
   <p>Learn how to set up scheduled searches for ServiceNow integration.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/alerts/webhook-connections/servicenow/set-up-connections"><img src={useBaseUrl('img/icons/operations/microservices.png')} alt="icon" width="40"/><h4>Set Up ServiceNow Connections</h4></a>
+  <a href={useBaseUrl('docs/alerts/webhook-connections/servicenow/set-up-connections')}><img src={useBaseUrl('img/icons/operations/microservices.png')} alt="icon" width="40"/><h4>Set Up ServiceNow Connections</h4></a>
   <p>Learn how to set up connections for ServiceNow integration.</p>
   </div>
 </div>
diff --git a/docs/api/index.md b/docs/api/index.md
index 1e4666ce00..514f2cb081 100644
--- a/docs/api/index.md
+++ b/docs/api/index.md
@@ -11,7 +11,7 @@ Use the Sumo Logic Application Programming Interfaces (APIs) to interact with ou
 <div className="box-wrapper" markdown="1">
 <div className="box boxwidetop card">
   <div className="container">
-  <a href="/docs/api/getting-started"><img src={useBaseUrl('img/icons/cloud/api2.png')} alt="icon" width="50"/><h4>Authentication and Endpoints</h4></a>
+  <a href={useBaseUrl('docs/api/getting-started')}><img src={useBaseUrl('img/icons/cloud/api2.png')} alt="icon" width="50"/><h4>Authentication and Endpoints</h4></a>
   <p>Get your API credentials and endpoint URL to start using the Sumo Logic APIs.</p>
   </div>
 </div></div>
@@ -21,187 +21,187 @@ Use the Sumo Logic Application Programming Interfaces (APIs) to interact with ou
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/access-keys"><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Access Keys</h4></a>
+  <a href={useBaseUrl('docs/api/access-keys')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Access Keys</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/account-management"><img src={useBaseUrl('img/icons/manage.png')} alt="Thumbnail icon" width="50"/><h4>Accounts</h4></a>  
+  <a href={useBaseUrl('docs/api/account-management')}><img src={useBaseUrl('img/icons/manage.png')} alt="Thumbnail icon" width="50"/><h4>Accounts</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">  
-  <a href="/docs/api/app-management"><img src={useBaseUrl('img/integrations/integrations.png')} alt="Thumbnail icon" width="55"/><h4>Apps (Beta)</h4></a>
+  <a href={useBaseUrl('docs/api/app-management')}><img src={useBaseUrl('img/integrations/integrations.png')} alt="Thumbnail icon" width="55"/><h4>Apps (Beta)</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">  
-  <a href="/docs/api/archive-ingestion"><img src={useBaseUrl('img/icons/archive.png')} alt="Thumbnail icon" width="55"/><h4>Archive Ingestion</h4></a>
+  <a href={useBaseUrl('docs/api/archive-ingestion')}><img src={useBaseUrl('img/icons/archive.png')} alt="Thumbnail icon" width="55"/><h4>Archive Ingestion</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/cloud-siem-enterprise"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Thumbnail icon" width="50"/><h4>Cloud SIEM</h4></a>
+  <a href={useBaseUrl('docs/api/cloud-siem-enterprise')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Thumbnail icon" width="50"/><h4>Cloud SIEM</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/cloud-soar"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Thumbnail icon" width="50"/><h4>Cloud SOAR</h4></a>
+  <a href={useBaseUrl('docs/api/cloud-soar')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Thumbnail icon" width="50"/><h4>Cloud SOAR</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/collector-management"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Thumbnail icon" width="50"/><h4>Collectors</h4></a>
+  <a href={useBaseUrl('docs/api/collector-management')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Thumbnail icon" width="50"/><h4>Collectors</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/connections-management"><img src={useBaseUrl('img/icons/operations/dynamic-tracing.png')} alt="Thumbnail icon" width="50"/><h4>Connections</h4></a>
+  <a href={useBaseUrl('docs/api/connections-management')}><img src={useBaseUrl('img/icons/operations/dynamic-tracing.png')} alt="Thumbnail icon" width="50"/><h4>Connections</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/content-management"><img src={useBaseUrl('img/icons/operations/topology-explorer.png')} alt="icon" width="50"/><h4>Content</h4></a>  
+  <a href={useBaseUrl('docs/api/content-management')}><img src={useBaseUrl('img/icons/operations/topology-explorer.png')} alt="icon" width="50"/><h4>Content</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/content-permissions"><img src={useBaseUrl('img/icons/general/community.png')} alt="Thumbnail icon" width="50"/><h4>Content Permissions</h4></a>  
+  <a href={useBaseUrl('docs/api/content-permissions')}><img src={useBaseUrl('img/icons/general/community.png')} alt="Thumbnail icon" width="50"/><h4>Content Permissions</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/dashboard"><img src={useBaseUrl('img/icons/dashboards.png')} alt="Thumbnail icon" width="50"/><h4>Dashboards</h4></a>
+  <a href={useBaseUrl('docs/api/dashboard')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="Thumbnail icon" width="50"/><h4>Dashboards</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/dynamic-parsing"><img src={useBaseUrl('img/icons/operations/parsing-data.png')} alt="Thumbnail icon" width="50"/><h4>Dynamic Parsing</h4></a>
+  <a href={useBaseUrl('docs/api/dynamic-parsing')}><img src={useBaseUrl('img/icons/operations/parsing-data.png')} alt="Thumbnail icon" width="50"/><h4>Dynamic Parsing</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/field-extraction-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Thumbnail icon" width="50"/><h4>Field Extraction Rules</h4></a>  
+  <a href={useBaseUrl('docs/api/field-extraction-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Thumbnail icon" width="50"/><h4>Field Extraction Rules</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/field-management"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Thumbnail icon" width="50"/><h4>Fields</h4></a>    
+  <a href={useBaseUrl('docs/api/field-management')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Thumbnail icon" width="50"/><h4>Fields</h4></a>    
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/folder-management"><img src={useBaseUrl('img/icons/archive.png')} alt="icon" width="40"/><h4>Folders</h4></a>      
+  <a href={useBaseUrl('docs/api/folder-management')}><img src={useBaseUrl('img/icons/archive.png')} alt="icon" width="40"/><h4>Folders</h4></a>      
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/health-events"><img src={useBaseUrl('img/icons/company-value/heart-wellness.png')} alt="Thumbnail icon" width="50"/><h4>Health Events</h4></a>      
+  <a href={useBaseUrl('docs/api/health-events')}><img src={useBaseUrl('img/icons/company-value/heart-wellness.png')} alt="Thumbnail icon" width="50"/><h4>Health Events</h4></a>      
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/ingest-budget-v2"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Thumbnail icon" width="50"/><h4>Ingest Budget V2</h4></a>    
+  <a href={useBaseUrl('docs/api/ingest-budget-v2')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Thumbnail icon" width="50"/><h4>Ingest Budget V2</h4></a>    
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/log-searches"><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="50"/><h4>Log Searches</h4></a>            
+  <a href={useBaseUrl('docs/api/log-searches')}><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="50"/><h4>Log Searches</h4></a>            
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/log-search-estimated-usage"><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="50"/><h4>Log Search Estimated Usage</h4></a>            
+  <a href={useBaseUrl('docs/api/log-search-estimated-usage')}><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="50"/><h4>Log Search Estimated Usage</h4></a>            
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/logs-data-forwarding"><img src={useBaseUrl('img/icons/operations/send-data.png')} alt="Thumbnail icon" width="50"/><h4>Logs Data Forwarding</h4></a>  
+  <a href={useBaseUrl('docs/api/logs-data-forwarding')}><img src={useBaseUrl('img/icons/operations/send-data.png')} alt="Thumbnail icon" width="50"/><h4>Logs Data Forwarding</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/lookup-tables"><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="50"/><h4>Lookup Tables</h4></a>            
+  <a href={useBaseUrl('docs/api/lookup-tables')}><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="50"/><h4>Lookup Tables</h4></a>            
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/api/metrics"><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics</h4></a>  
+    <a href={useBaseUrl('docs/api/metrics')}><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/api/metrics-query"><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Query</h4></a>      
+    <a href={useBaseUrl('docs/api/metrics-query')}><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Query</h4></a>      
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/api/metrics-searches-v2"><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Searches V2</h4></a>      
+    <a href={useBaseUrl('docs/api/metrics-searches-v2')}><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Searches V2</h4></a>      
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/api/metrics-searches"><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Searches (Beta)</h4></a>      
+    <a href={useBaseUrl('docs/api/metrics-searches')}><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Searches (Beta)</h4></a>      
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/api/metrics-transformation-rules"><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Transformation Rules</h4></a>      
+    <a href={useBaseUrl('docs/api/metrics-transformation-rules')}><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="50"/><h4>Metrics Transformation Rules</h4></a>      
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/monitors-management"><img src={useBaseUrl('img/icons/alerts.png')} alt="Thumbnail icon" width="50"/><h4>Monitors</h4></a>    
+  <a href={useBaseUrl('docs/api/monitors-management')}><img src={useBaseUrl('img/icons/alerts.png')} alt="Thumbnail icon" width="50"/><h4>Monitors</h4></a>    
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/muting-schedules"><img src={useBaseUrl('img/icons/alerts.png')} alt="Thumbnail icon" width="50"/><h4>Muting Schedules</h4></a>    
+  <a href={useBaseUrl('docs/api/muting-schedules')}><img src={useBaseUrl('img/icons/alerts.png')} alt="Thumbnail icon" width="50"/><h4>Muting Schedules</h4></a>    
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/organizations-management"><img src={useBaseUrl('img/icons/manage.png')} alt="Thumbnail icon" width="50"/><h4>Organizations</h4></a>
+  <a href={useBaseUrl('docs/api/organizations-management')}><img src={useBaseUrl('img/icons/manage.png')} alt="Thumbnail icon" width="50"/><h4>Organizations</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/partition-management"><img src={useBaseUrl('img/icons/operations/data-overage.png')} alt="Thumbnail icon" width="50"/><h4>Partitions</h4></a>
+  <a href={useBaseUrl('docs/api/partition-management')}><img src={useBaseUrl('img/icons/operations/data-overage.png')} alt="Thumbnail icon" width="50"/><h4>Partitions</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/password-policy"><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Password Policy</h4></a>  
+  <a href={useBaseUrl('docs/api/password-policy')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Password Policy</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/policies-management"><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Policies</h4></a>    
+  <a href={useBaseUrl('docs/api/policies-management')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Policies</h4></a>    
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/role-management"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="Thumbnail icon" width="50"/><h4>Roles</h4></a>  
+  <a href={useBaseUrl('docs/api/role-management')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="Thumbnail icon" width="50"/><h4>Roles</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/role-management-v2"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="Thumbnail icon" width="50"/><h4>Roles v2</h4></a>  
+  <a href={useBaseUrl('docs/api/role-management-v2')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="Thumbnail icon" width="50"/><h4>Roles v2</h4></a>  
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/saml-configuration"><img src={useBaseUrl('img/icons/security/security-and-compliance.png')} alt="Thumbnail icon" width="50"/><h4>SAML Configuration</h4></a>
+  <a href={useBaseUrl('docs/api/saml-configuration')}><img src={useBaseUrl('img/icons/security/security-and-compliance.png')} alt="Thumbnail icon" width="50"/><h4>SAML Configuration</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/scan-budget"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Thumbnail icon" width="50"/><h4>Scan Budget</h4></a>
+  <a href={useBaseUrl('docs/api/scan-budget')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Thumbnail icon" width="50"/><h4>Scan Budget</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/scheduled-views"><img src={useBaseUrl('img/icons/general/calendar.png')} alt="Thumbnail icon" width="50"/><h4>Scheduled Views</h4></a>
+  <a href={useBaseUrl('docs/api/scheduled-views')}><img src={useBaseUrl('img/icons/general/calendar.png')} alt="Thumbnail icon" width="50"/><h4>Scheduled Views</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
@@ -211,57 +211,57 @@ Use the Sumo Logic Application Programming Interfaces (APIs) to interact with ou
 </div>
 <div className="box smallbox card">
   <div className="container">  
-  <a href="/docs/api/search-job"><img src={useBaseUrl('img/icons/search.png')} alt="Thumbnail icon" width="50"/><h4>Search Job</h4></a>
+  <a href={useBaseUrl('docs/api/search-job')}><img src={useBaseUrl('img/icons/search.png')} alt="Thumbnail icon" width="50"/><h4>Search Job</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/service-accounts"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="Thumbnail icon" width="50"/><h4>Service Accounts</h4></a>
+  <a href={useBaseUrl('docs/api/service-accounts')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="Thumbnail icon" width="50"/><h4>Service Accounts</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/service-allowlist"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Thumbnail icon" width="50"/><h4>Service Allowlist</h4></a>
+  <a href={useBaseUrl('docs/api/service-allowlist')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Thumbnail icon" width="50"/><h4>Service Allowlist</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/service-map"><img src={useBaseUrl('img/apm/services-map-icon.png')} alt="Thumbnail icon" width="50"/><h4>Service Map</h4></a>
+  <a href={useBaseUrl('docs/api/service-map')}><img src={useBaseUrl('img/apm/traces/servicemap.png')} alt="Thumbnail icon" width="50"/><h4>Service Map</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/slo-management"><img src={useBaseUrl('img/icons/observe.png')} alt="Thumbnail icon" width="50"/><h4>SLOs</h4></a>
+  <a href={useBaseUrl('docs/api/slo-management')}><img src={useBaseUrl('img/icons/observe.png')} alt="Thumbnail icon" width="50"/><h4>SLOs</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/span-analytics"><img src={useBaseUrl('img/icons/operations/distributed-operations.png')} alt="Thumbnail icon" width="50"/><h4>Span Analytics</h4></a>
+  <a href={useBaseUrl('docs/api/span-analytics')}><img src={useBaseUrl('img/icons/operations/distributed-operations.png')} alt="Thumbnail icon" width="50"/><h4>Span Analytics</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/threat-intel-ingest"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Thumbnail icon" width="50"/><h4>Threat Intel Ingest</h4></a>
+  <a href={useBaseUrl('docs/api/threat-intel-ingest')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Thumbnail icon" width="50"/><h4>Threat Intel Ingest</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/api/token-management"><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Tokens</h4></a>
+    <a href={useBaseUrl('docs/api/token-management')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Thumbnail icon" width="50"/><h4>Tokens</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/tracing"><img src={useBaseUrl('img/icons/traces.png')} alt="Thumbnail icon" width="50"/><h4>Traces</h4></a>
+  <a href={useBaseUrl('docs/api/tracing')}><img src={useBaseUrl('img/icons/traces.png')} alt="Thumbnail icon" width="50"/><h4>Traces</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/user-management"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="Thumbnail icon" width="50"/><h4>Users</h4></a>
+  <a href={useBaseUrl('docs/api/user-management')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="Thumbnail icon" width="50"/><h4>Users</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/api/troubleshooting"><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Thumbnail icon" width="50"/><h4>Troubleshooting</h4></a>
+  <a href={useBaseUrl('docs/api/troubleshooting')}><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Thumbnail icon" width="50"/><h4>Troubleshooting</h4></a>
   </div>
 </div>
 </div>
diff --git a/docs/apm/index.md b/docs/apm/index.md
index 432cd0d64a..9bb1450232 100644
--- a/docs/apm/index.md
+++ b/docs/apm/index.md
@@ -12,37 +12,37 @@ Monitor user activity, span analytics, service maps, and transaction traces betw
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>Traces</h4></a>
+  <a href={useBaseUrl('docs/apm/traces')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>Traces</h4></a>
   <p>Learn how to work with application tracing data using dashboards, Services Lists and Maps, Spans, and queries.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/get-started-transaction-tracing"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>Get Started with Transaction Tracing</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>Get Started with Transaction Tracing</h4></a>
   <p>Learn how to send Traces to Sumo Logic in AWS, Kubernetes, and other environments.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>OpenTelemetry App Instrumentation</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>OpenTelemetry App Instrumentation</h4></a>
   <p>OpenTelemetry provides a wide range of componentry to get you started with distributed tracing.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/real-user-monitoring"><img src={useBaseUrl('img/icons/apm.png')} alt="icon" width="50"/><h4>Real User Monitoring</h4></a>
+  <a href={useBaseUrl('docs/apm/real-user-monitoring')}><img src={useBaseUrl('img/icons/apm.png')} alt="icon" width="50"/><h4>Real User Monitoring</h4></a>
   <p>Understand how users interact with the digital interfaces of your business.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/real-user-monitoring/configure-data-collection">  <img src={useBaseUrl('img/icons/apm.png')} alt="icon" width="50"/><h4>Configure RUM Data Collection</h4></a>
+  <a href={useBaseUrl('docs/apm/real-user-monitoring/configure-data-collection')}><img src={useBaseUrl('img/icons/apm.png')} alt="icon" width="50"/><h4>Configure RUM Data Collection</h4></a>
   <p>Learn how to collect Traces and RUM metrics from a browser using a RUM HTTP Traces Source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/real-user-monitoring/dashboards/"><img src={useBaseUrl('img/icons/apm.png')} alt="icon" width="50"/><h4>RUM Dashboards</h4></a>
+  <a href={useBaseUrl('docs/apm/real-user-monitoring/dashboards/')}><img src={useBaseUrl('img/icons/apm.png')} alt="icon" width="50"/><h4>RUM Dashboards</h4></a>
   <p>Use RUM Dashboards to gain visibility into application performance and end-user activity.</p>
   </div>
 </div>
diff --git a/docs/apm/traces/advanced-configuration/index.md b/docs/apm/traces/advanced-configuration/index.md
index ba236c776f..903ca93711 100644
--- a/docs/apm/traces/advanced-configuration/index.md
+++ b/docs/apm/traces/advanced-configuration/index.md
@@ -5,24 +5,26 @@ sidebar_label: Advanced Configuration
 description: This guide provides advanced configuration options for Distributed Tracing (APM).
 ---
 
+import useBaseUrl from '@docusaurus/useBaseUrl';
+
 This guide provides advanced configuration options for Application Performance Management (APM) and distributed tracing, including the following:
 
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <h4><a href="/docs/apm/traces/advanced-configuration/correlate-logs">Correlating Logs and Traces</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/advanced-configuration/correlate-logs')}>Correlating Logs and Traces</a></h4>
   <p>Link your traces and logs to better understand your environment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <h4><a href="/docs/apm/traces/advanced-configuration/filter-shape-tracing-data">Filter and Shape Your Trace Data</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/advanced-configuration/filter-shape-tracing-data')}>Filter and Shape Your Trace Data</a></h4>
   <p>Create and apply custom rules to filter and shape your tracing data.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
-    <h4><a href="/docs/apm/traces/advanced-configuration/working-with-span-attributes">Working with Span Attributes</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/advanced-configuration/working-with-span-attributes')}>Working with Span Attributes</a></h4>
     <p>Learn how to modify the attributes of your spans.</p>
     </div>
   </div>
diff --git a/docs/apm/traces/get-started-transaction-tracing/index.md b/docs/apm/traces/get-started-transaction-tracing/index.md
index 23bc934a74..93adfac829 100644
--- a/docs/apm/traces/get-started-transaction-tracing/index.md
+++ b/docs/apm/traces/get-started-transaction-tracing/index.md
@@ -17,19 +17,19 @@ Sumo Logic tracing supports the OpenTelemetry standard as well as other legacy o
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/get-started-transaction-tracing/set-up-traces-collection-aws-environments"><img src='https://upload.wikimedia.org/wikipedia/commons/5/5c/Amazon_Lambda_architecture_logo.svg' alt="icon" width="40"/><h4>For AWS environments</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/set-up-traces-collection-aws-environments')}> src='https://upload.wikimedia.org/wikipedia/commons/5/5c/Amazon_Lambda_architecture_logo.svg' alt="icon" width="40"/><h4>For AWS environments</h4></a>
   <p>Learn how to install an OpenTelemetry Collector and collect traces in AWS environments.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/get-started-transaction-tracing/set-up-traces-collection-for-kubernetes-environments"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>For Kubernetes environments</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/set-up-traces-collection-for-kubernetes-environments')}> src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>For Kubernetes environments</h4></a>
   <p> Learn how to install the Sumo Logic Kubernetes Collection and send traces using OpenTelemetry.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/get-started-transaction-tracing/set-up-traces-collection-for-other-environments"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>For Other environments</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/set-up-traces-collection-for-other-environments')}> src={useBaseUrl('img/icons/traces.png')} alt="icon" width="40"/><h4>For Other environments</h4></a>
   <p>Learn how to leverage OpenTelemetry standards and start collecting Traces.</p>
   </div>
 </div>
@@ -48,49 +48,49 @@ Learn how to collect telemetry data from applications written in the following p
 <div className="box smallbox card">
   <div className="container">
   <img src='https://upload.wikimedia.org/wikipedia/en/thumb/3/30/Java_programming_language_logo.svg/131px-Java_programming_language_logo.svg.png' alt="Thumbnail icon" width="30"/>
-  <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/java">Java</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/java')}>Java</a></h4>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src='https://www.freepnglogos.com/uploads/javascript-png/javascript-logo-transparent-logo-javascript-images-3.png' alt="Thumbnail icon" width="95"/>
-  <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/javascript">JavaScript</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/javascript')}>JavaScript</a></h4>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/apm/traces/go-logo.png')} alt="thumbnail icon" width="130"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/go">Go (Golang)</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/go')}>Go (Golang)</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src='https://upload.wikimedia.org/wikipedia/commons/thumb/e/ee/.NET_Core_Logo.svg/512px-.NET_Core_Logo.svg.png' alt="Thumbnail icon" width="55"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/net">.NET</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/net')}>.NET</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src='https://upload.wikimedia.org/wikipedia/commons/c/c3/Python-logo-notext.svg' alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/python">Python</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/python')}>Python</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src='https://upload.wikimedia.org/wikipedia/commons/7/73/Ruby_logo.svg' alt="Thumbnail icon" width="55"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/ruby">Ruby</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/ruby')}>Ruby</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src='https://upload.wikimedia.org/wikipedia/commons/6/62/Ruby_On_Rails_Logo.svg' alt="Thumbnail icon" width="125"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/ruby-on-rails">Ruby on Rails</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/ruby-on-rails')}>Ruby on Rails</a></h4>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/saas-cloud/istio.png')} alt="Thumbnail icon" width="100"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/istio">Istio</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/istio')}>Istio</a></h4>
     </div>
   </div>
 </div>
@@ -104,19 +104,19 @@ Learn how to install and configure OpenTelemetry distributed tracing for AWS Lam
 <div className="box smallbox card">
   <div className="container">
   <img src='https://upload.wikimedia.org/wikipedia/en/thumb/3/30/Java_programming_language_logo.svg/131px-Java_programming_language_logo.svg.png' alt="Thumbnail icon" width="30"/>
-  <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/aws-lambda/java">Java</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/aws-lambda/java')}>Java</a></h4>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src='https://upload.wikimedia.org/wikipedia/commons/d/d9/Node.js_logo.svg' alt="Thumbnail icon" width="95"/>
-  <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/aws-lambda/nodejs">NodeJS</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/aws-lambda/nodejs')}>NodeJS</a></h4>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
     <img src='https://upload.wikimedia.org/wikipedia/commons/c/c3/Python-logo-notext.svg' alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/aws-lambda/python">Python</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/aws-lambda/python')}>Python</a></h4>
     </div>
   </div>
 </div>
@@ -129,19 +129,19 @@ Setting up Tracing instrumentation for applications deployed in Kubernetes just
 <div className="box smallbox card">
   <div className="container">
   <img src='https://upload.wikimedia.org/wikipedia/en/thumb/3/30/Java_programming_language_logo.svg/131px-Java_programming_language_logo.svg.png' alt="Thumbnail icon" width="30"/>
-  <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/kubernetes">Java</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/kubernetes')}>Java</a></h4>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src='https://www.freepnglogos.com/uploads/javascript-png/javascript-logo-transparent-logo-javascript-images-3.png' alt="Thumbnail icon" width="95"/>
-  <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/kubernetes">JavaScript</a></h4>
+  <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/kubernetes')}>JavaScript</a></h4>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
     <img src='https://upload.wikimedia.org/wikipedia/commons/c/c3/Python-logo-notext.svg' alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/kubernetes">Python</a></h4>
+    <h4><a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/opentelemetry-instrumentation/kubernetes')}>Python</a></h4>
     </div>
   </div>
 </div>
@@ -151,19 +151,19 @@ Setting up Tracing instrumentation for applications deployed in Kubernetes just
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/advanced-configuration/filter-shape-tracing-data"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Correlating Logs and Traces</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/advanced-configuration/filter-shape-tracing-data')}> src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Correlating Logs and Traces</h4></a>
   <p>Linking together your Sumo Logic traces and logs will provide you a broad and deep understanding of your environment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/advanced-configuration/filter-shape-tracing-data"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Filter and Shape Your Trace Data</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/advanced-configuration/filter-shape-tracing-data')}> src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Filter and Shape Your Trace Data</h4></a>
   <p>Learn how to create and apply custom rules to shape tracing data and specify which data to send to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/advanced-configuration/working-with-span-attributes"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Working with Span Attributes</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/advanced-configuration/working-with-span-attributes')}> src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Working with Span Attributes</h4></a>
   <p>Learn how to modify span attributes to enhance diagnostic data details, remove redundant information, and mask sensitive information before they leave your site.</p>
   </div>
 </div>
diff --git a/docs/apm/traces/index.md b/docs/apm/traces/index.md
index 97bbe24440..e68b67aeed 100644
--- a/docs/apm/traces/index.md
+++ b/docs/apm/traces/index.md
@@ -14,55 +14,55 @@ This guide provides information to work with your tracing data.
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/get-started-transaction-tracing/"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Setup and Configuration</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/get-started-transaction-tracing/')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Setup and Configuration</h4></a>
   <p>Learn how to send traces to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/quickstart"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Quickstart</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/quickstart')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Quickstart</h4></a>
   <p>Get up and running quickly with and explore how your application is behaving with Trace analytics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/view-and-investigate-traces"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>View and Investigate Traces</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/view-and-investigate-traces')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>View and Investigate Traces</h4></a>
   <p>Learn how to search and investigate your traces, trace views, and trace events.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/services-list-map"><img src={useBaseUrl('img/apm/traces/servicemap.png')} alt="icon" width="33"/><h4>Services List and Services Map</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/services-list-map')}><img src={useBaseUrl('img/apm/traces/servicemap.png')} alt="icon" width="33"/><h4>Services List and Services Map</h4></a>
   <p>View your application topology and investigate microservice interactions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/tracing-dashboards"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Application Service APM and Tracing Dashboards</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/tracing-dashboards')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Application Service APM and Tracing Dashboards</h4></a>
   <p>Explore and create Tracing dashboards, install apps, and more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/spans"><img src={useBaseUrl('img/icons/operations/distributed-operations.png')} alt="icon" width="30"/><h4>Span Analytics and Queries</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/spans')}><img src={useBaseUrl('img/icons/operations/distributed-operations.png')} alt="icon" width="30"/><h4>Span Analytics and Queries</h4></a>
   <p>Learn how to use the Spans page to explore your span data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/search-query-language-support-for-traces"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="30"/><h4>Search Query Language Support for Traces</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/search-query-language-support-for-traces')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="30"/><h4>Search Query Language Support for Traces</h4></a>
   <p>Use our Search Query Language to gain valuable insight into your traces.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/advanced-configuration"><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Advanced Configuration</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/advanced-configuration')}><img src={useBaseUrl('img/icons/traces.png')} alt="icon" width="30"/><h4>Advanced Configuration</h4></a>
   <p>Learn how to link logs and traces, modify span attributes, and mask sensitive site information.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/traces/tracing-ingest"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="30"/><h4>Troubleshoot Ingest</h4></a>
+  <a href={useBaseUrl('docs/apm/traces/tracing-ingest')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="30"/><h4>Troubleshoot Ingest</h4></a>
   <p>Use tracing to troubleshoot problems with data ingest.</p>
   </div>
 </div>
diff --git a/docs/cloud-soar/index.md b/docs/cloud-soar/index.md
index f6a2870ab7..bb0d181fa1 100644
--- a/docs/cloud-soar/index.md
+++ b/docs/cloud-soar/index.md
@@ -16,48 +16,48 @@ This section contains the following topics:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/overview"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Overview</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/overview')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Overview</h4></a>
   <p>Learn how Cloud SOAR allows you to perform incident management and threat response.</p>
   </div>
 </div><div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/introduction"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Introduction</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/introduction')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Introduction</h4></a>
   <p>Provides an introduction to Cloud SOAR for analysts and administrators. </p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/compared-to-automation-service"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Cloud SOAR Compared to the Automation Service</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/compared-to-automation-service')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Cloud SOAR Compared to the Automation Service</h4></a>
   <p>Compare the features of Cloud SOAR with the Automation Service.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/settings"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Cloud SOAR Settings</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/settings')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Cloud SOAR Settings</h4></a>
   <p>Setup and configuration options for the Cloud SOAR platform.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/menus"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Cloud SOAR Menus</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/menus')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Cloud SOAR Menus</h4></a>
   <p>Navigate menus in Cloud SOAR.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/incidents-triage"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Incidents and Triage</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/incidents-triage')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Incidents and Triage</h4></a>
   <p>Customize your Cloud SOAR Incident data display.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/automation"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Automation</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/automation')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Automation</h4></a>
   <p>Configuration tools for Cloud SOAR automation and orchestration features.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy"><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Legacy Cloud SOAR</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy')}><img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="Shield and gear icon" width="40"/><h4>Legacy Cloud SOAR</h4></a>
   <p>Learn about our legacy Cloud SOAR product offering.</p>
   </div>
 </div>
diff --git a/docs/cloud-soar/legacy/index.md b/docs/cloud-soar/legacy/index.md
index 2c3feaa234..86f8976487 100644
--- a/docs/cloud-soar/legacy/index.md
+++ b/docs/cloud-soar/legacy/index.md
@@ -16,44 +16,44 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy/legacy-cloud-soar-architecture/"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Architecture</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy/legacy-cloud-soar-architecture/')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Architecture</h4></a>
   <p>Learn about features of the legacy Cloud SOAR architecture.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy/legacy-cloud-soar-global-functions-menu/"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Global Functions Menu</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy/legacy-cloud-soar-global-functions-menu/')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Global Functions Menu</h4></a>
   <p>Learn about features of the legacy Cloud SOAR Global Functions menu.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy/legacy-cloud-soar-main-menu/"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Main Menu</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy/legacy-cloud-soar-main-menu/')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Main Menu</h4></a>
   <p>Learn about features of the legacy Cloud SOAR main menu.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy/legacy-cloud-soar-incidents-and-triage/"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Incident Management and Triage</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy/legacy-cloud-soar-incidents-and-triage/')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Incident Management and Triage</h4></a>
   <p>Learn about features of the legacy Cloud SOAR automated real-time incident management and threat response.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy/legacy-cloud-soar-automation/"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Automation</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy/legacy-cloud-soar-automation/')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR Automation</h4></a>
   <p>Learn about features of legacy Cloud SOAR automation.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy/legacy-cloud-soar-mssp"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Cloud SOAR for MSSPs (Legacy Only)</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy/legacy-cloud-soar-mssp')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Cloud SOAR for MSSPs (Legacy Only)</h4></a>
   <p>Full-featured instance of legacy Cloud SOAR designed for internal MSSP use.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cloud-soar/legacy/legacy-cloud-soar-apis/"><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR APIs</h4></a>
+  <a href={useBaseUrl('docs/cloud-soar/legacy/legacy-cloud-soar-apis/')}><img src={useBaseUrl('img/icons/security/SOC.png')} alt="Computer chip icon" width="40"/><h4>Legacy Cloud SOAR APIs</h4></a>
   <p>Learn how to access legacy Cloud SOAR APIs and API documentation.</p>
   </div>
 </div>
-</div>
\ No newline at end of file
+</div>
diff --git a/docs/contributing/index.md b/docs/contributing/index.md
index e9ef0529e4..e43a688b48 100644
--- a/docs/contributing/index.md
+++ b/docs/contributing/index.md
@@ -21,32 +21,32 @@ You can also explore more Sumo Logic open-source projects on our [GitHub site](h
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/contributing/create-edit-doc"><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Create or Edit a New Doc</h4></a>
+  <a href={useBaseUrl('docs/contributing/create-edit-doc')}><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Create or Edit a New Doc</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/contributing/remove-doc"><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Delete a Doc</h4></a>
+  <a href={useBaseUrl('docs/contributing/remove-doc')}><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Delete a Doc</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/contributing/style-guide"><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Style Guide</h4></a>
+  <a href={useBaseUrl('docs/contributing/style-guide')}><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Style Guide</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/contributing/glossary"><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Glossary</h4></a>
+  <a href={useBaseUrl('docs/contributing/glossary')}><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Glossary</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/contributing/code-of-conduct"><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Code of Conduct</h4></a>
+  <a href={useBaseUrl('docs/contributing/code-of-conduct')}><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Code of Conduct</h4></a>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/contributing/word-list"><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Word List</h4></a>
+  <a href={useBaseUrl('docs/contributing/word-list')}><img src={useBaseUrl('img/icons/documentation.png')} alt="icon" width="35"/><h4>Word List</h4></a>
   </div>
 </div>
 </div>
diff --git a/docs/cse/administration/index.md b/docs/cse/administration/index.md
index 0e3748aaea..2faf9e0826 100644
--- a/docs/cse/administration/index.md
+++ b/docs/cse/administration/index.md
@@ -12,103 +12,103 @@ Learn about onboarding tasks and best practices for Cloud SIEM administrators. I
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/filter-search"><img src={useBaseUrl('img/icons/search.png')} alt="Magnifying glass icon" width="40"/><h4>Filter and Search</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/filter-search')}><img src={useBaseUrl('img/icons/search.png')} alt="Magnifying glass icon" width="40"/><h4>Filter and Search</h4></a>
   <p>Learn how to filter and search Cloud SIEM list pages.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/create-use-network-blocks"><img src={useBaseUrl('img/icons/operations/microservices.png')} alt="Network icon" width="40"/><h4>Network Blocks</h4></a>
-  <p>Learn about network blocks, their purpose, and instructions for setting them up and using them.</p>
+  <a href={useBaseUrl('docs/cse/administration/create-use-network-blocks')}><img src={useBaseUrl('img/icons/operations/microservices.png')} alt="Network icon" width="40"/><h4>Network Blocks</h4></a>
+  <p>Learn about Network Blocks, their purpose, and instructions for setting them up and using them.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/create-a-custom-tag-schema"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Tree diagram icon" width="40"/><h4>Create a Custom Tag Schema</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/create-a-custom-tag-schema')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Tree diagram icon" width="40"/><h4>Create a Custom Tag Schema</h4></a>
   <p>Learn how to create a custom tag schema in Cloud SIEM. </p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/create-custom-threat-intel-source"><img src={useBaseUrl('img/icons/security/world-class-security.png')} alt="Shield with a globe icon" width="40"/><h4>Custom Threat Intelligence Sources</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/create-custom-threat-intel-source')}><img src={useBaseUrl('img/icons/security/world-class-security.png')} alt="Shield with a globe icon" width="40"/><h4>Custom Threat Intelligence Sources</h4></a>
   <p>Learn how manage custom threat intelligence sources.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/create-cse-actions"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Cloud with a shield icon" width="40"/><h4>Create Cloud SIEM Actions</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/create-cse-actions')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Cloud with a shield icon" width="40"/><h4>Create Cloud SIEM Actions</h4></a>
   <p>Learn how to issue a notification to another service when certain events occur in Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/create-cse-context-actions"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="Database symbol in a magnifying glass icon" width="40"/><h4>Create Cloud SIEM Context Actions</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/create-cse-context-actions')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="Database symbol in a magnifying glass icon" width="40"/><h4>Create Cloud SIEM Context Actions</h4></a>
   <p>Learn to query an external system for details about an entity, IOC, or data encountered in a record.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/cse-apis"><img src={useBaseUrl('img/icons/cloud/api2.png')} alt="Code icon" width="40"/><h4>Cloud SIEM APIs</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/cse-apis')}><img src={useBaseUrl('img/icons/cloud/api2.png')} alt="Code icon" width="40"/><h4>Cloud SIEM APIs</h4></a>
   <p>Learn how to access Cloud SIEM APIs and API documentation.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/cse-data-retention"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Data Retention</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/cse-data-retention')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Data Retention</h4></a>
   <p>Learn about retention periods for different types of Cloud SIEM data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/cse-audit-logging"><img src={useBaseUrl('img/icons/logs.png')} alt="Document icon" width="40"/><h4>Audit Logging</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/cse-audit-logging')}><img src={useBaseUrl('img/icons/logs.png')} alt="Document icon" width="40"/><h4>Audit Logging</h4></a>
   <p>Learn how to search the Audit Event Index for Cloud SIEM log events.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/cse-user-accounts-and-roles"><img src={useBaseUrl('img/icons/business/regional-partner-sales.png')} alt="People with gears icon" width="40"/><h4>Cloud SIEM User Accounts and Roles</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/cse-user-accounts-and-roles')}><img src={useBaseUrl('img/icons/business/regional-partner-sales.png')} alt="People with gears icon" width="40"/><h4>Cloud SIEM User Accounts and Roles</h4></a>
   <p>Learn how to create and manage user accounts and roles for Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/custom-inventory-sources"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="Small boxes merging into a circle icon" width="40"/><h4>Custom Inventory Source</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/custom-inventory-sources')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="Small boxes merging into a circle icon" width="40"/><h4>Custom Inventory Source</h4></a>
   <p>Learn how to extract Inventory Data from logs in Sumo Logic and send it to Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/save-inventory-data-lookup-table"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="Check mark in an magnifhing glass icon" width="40"/><h4>Save Inventory Data to a Lookup Table</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/save-inventory-data-lookup-table')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="Check mark in an magnifhing glass icon" width="40"/><h4>Save Inventory Data to a Lookup Table</h4></a>
   <p>Learn how to use a saved Sumo Logic search to populate a Lookup Table with Cloud SIEM inventory data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/manage-custom-insight-resolutions"><img src={useBaseUrl('img/icons/operations/correlation-engine.png')} alt="Bar chart with a gear icon" width="40"/><h4>Manage Custom Insight Resolutions</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/manage-custom-insight-resolutions')}><img src={useBaseUrl('img/icons/operations/correlation-engine.png')} alt="Bar chart with a gear icon" width="40"/><h4>Manage Custom Insight Resolutions</h4></a>
   <p>Learn how to create and manage custom insight resolutions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/manage-custom-insight-statuses"><img src={useBaseUrl('img/icons/operations/retain-and-visualize-logs.png')} alt="Bar chart in a circle icon" width="40"/><h4>Managing Custom Insight Statuses</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/manage-custom-insight-statuses')}><img src={useBaseUrl('img/icons/operations/retain-and-visualize-logs.png')} alt="Bar chart in a circle icon" width="40"/><h4>Managing Custom Insight Statuses</h4></a>
   <p>Learn how to create and manage custom insight statuses.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/using-sensor-zones"><img src={useBaseUrl('img/icons/cloud/events.png')} alt="Squares icon" width="40"/><h4>Sensor Zones</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/using-sensor-zones')}><img src={useBaseUrl('img/icons/cloud/events.png')} alt="Squares icon" width="40"/><h4>Sensor Zones</h4></a>
   <p>Learn how to use Sensor Zones to distinguish between Cloud SIEM entities that have the same IP address.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/inventory-sources-and-data"><img src={useBaseUrl('img/icons/operations/manage.png')} alt="Peoople on a gear icon" width="40"/><h4>Inventory Sources and Data</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/inventory-sources-and-data')}><img src={useBaseUrl('img/icons/operations/manage.png')} alt="Peoople on a gear icon" width="40"/><h4>Inventory Sources and Data</h4></a>
   <p>Learn about Inventory Sources and the Inventory Data they collect.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration/mitre-coverage"><img src={useBaseUrl('img/icons/operations/manage.png')} alt="People on a gear icon" width="40"/><h4>MITRE Coverage</h4></a>
+  <a href={useBaseUrl('docs/cse/administration/mitre-coverage')}><img src={useBaseUrl('img/icons/operations/manage.png')} alt="People on a gear icon" width="40"/><h4>MITRE Coverage</h4></a>
   <p>Learn how well you are prepared to detect adversary attacks based on the tactics and techniques in the MITRE ATT&CK Enterprise Matrix.</p>
   </div>
 </div>
diff --git a/docs/cse/automation/index.md b/docs/cse/automation/index.md
index 5a3e9fbc85..97c3ec2bc4 100644
--- a/docs/cse/automation/index.md
+++ b/docs/cse/automation/index.md
@@ -15,19 +15,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/automation/about-automation-service-and-cloud-siem"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>About the Automation Service and Cloud SIEM</h4></a>
+  <a href={useBaseUrl('docs/cse/automation/about-automation-service-and-cloud-siem')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>About the Automation Service and Cloud SIEM</h4></a>
   <p>Get an overview of how the Automation Service allows you to automate smart actions, including enrichments and notifications.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/automation/automations-in-cloud-siem"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Automations in Cloud SIEM</h4></a>
+  <a href={useBaseUrl('docs/cse/automation/automations-in-cloud-siem')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Automations in Cloud SIEM</h4></a>
   <p>Learn how to create automations that run playbooks to add enrichments and create notifications for either insights or entities.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/automation/cloud-siem-automation-examples"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM Automation Examples</h4></a>
+  <a href={useBaseUrl('docs/cse/automation/cloud-siem-automation-examples')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM Automation Examples</h4></a>
   <p>See examples that show you how to create automations for different situations. </p>
   </div>
 </div>
diff --git a/docs/cse/get-started-with-cloud-siem/index.md b/docs/cse/get-started-with-cloud-siem/index.md
index 370cfce448..5b3c1298b1 100644
--- a/docs/cse/get-started-with-cloud-siem/index.md
+++ b/docs/cse/get-started-with-cloud-siem/index.md
@@ -11,49 +11,49 @@ This guide helps you get started using Cloud SIEM for threat hunting.
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/cloud-siem-ui"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM User Interface</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/cloud-siem-ui')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM User Interface</h4></a>
   <p>Learn about the Cloud SIEM user interface.</p>
   </div>
 </div><div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/intro-for-analysts"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Introduction to Cloud SIEM for Analysts</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/intro-for-analysts')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Introduction to Cloud SIEM for Analysts</h4></a>
   <p>Learn basic concepts about Cloud SIEM for security analysts.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/intro-for-administrators"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Introduction to Cloud SIEM for Administrators</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/intro-for-administrators')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Introduction to Cloud SIEM for Administrators</h4></a>
   <p>Learn basic concepts about Cloud SIEM for administrators.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/cse-heads-up-display"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM Heads Up Display</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/cse-heads-up-display')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM Heads Up Display</h4></a>
   <p>Learn how to use the Heads Up Display to perform threat investigations.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/insight-generation-process"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Insight Generation</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/insight-generation-process')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Insight Generation</h4></a>
   <p>Learn how Cloud SIEM correlates signals by entity to create insights.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/about-cse-insight-ui"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM Insight UI</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/about-cse-insight-ui')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Shield on a workflow icon" width="40"/><h4>Cloud SIEM Insight UI</h4></a>
   <p>Learn about the contents of the insights UI in Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/cloud-siem-content-catalog"><img src={useBaseUrl('img/icons/security/compliance.png')} alt="Checklist icon" width="40"/><h4>Cloud SIEM Content Catalog</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/cloud-siem-content-catalog')}><img src={useBaseUrl('img/icons/security/compliance.png')} alt="Checklist icon" width="40"/><h4>Cloud SIEM Content Catalog</h4></a>
   <p>See the out-of-the-box rules, schema, mappings, and parsers for Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem/onboarding-checklist-cse"><img src={useBaseUrl('img/icons/security/compliance.png')} alt="Checklist icon" width="40"/><h4>Cloud SIEM Onboarding Checklist</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem/onboarding-checklist-cse')}><img src={useBaseUrl('img/icons/security/compliance.png')} alt="Checklist icon" width="40"/><h4>Cloud SIEM Onboarding Checklist</h4></a>
   <p>Get up and running quickly with Cloud SIEM administrator tasks.</p>
   </div>
 </div>
-</div>
\ No newline at end of file
+</div>
diff --git a/docs/cse/index.md b/docs/cse/index.md
index 99e9bbdb2c..8f3c039626 100644
--- a/docs/cse/index.md
+++ b/docs/cse/index.md
@@ -21,61 +21,61 @@ This section contains the following topics:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/get-started-with-cloud-siem"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Get Started with Cloud SIEM</h4></a>
+  <a href={useBaseUrl('docs/cse/get-started-with-cloud-siem')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Get Started with Cloud SIEM</h4></a>
   <p>Learn how to start using Cloud SIEM for threat hunting.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Records, Signals, Entities, and Insights</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Records, Signals, Entities, and Insights</h4></a>
   <p>Learn about Insight generation, working with Entities, and how to query Cloud SIEM Records.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Ingestion</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Ingestion</h4></a>
   <p>Learn how to configure ingestion for supported products and services.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Rules</h4></a>
+  <a href={useBaseUrl('docs/cse/rules')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Rules</h4></a>
   <p>Learn how to write rules, rules syntax, and Cloud SIEM built-in rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Schema</h4></a>
+  <a href={useBaseUrl('docs/cse/schema')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Schema</h4></a>
   <p>Learn about Cloud SIEM Schema v3, schema attributes, and the Record processing pipeline.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/sensors"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Sensors</h4></a>
+  <a href={useBaseUrl('docs/cse/sensors')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Sensors</h4></a>
   <p>Cloud SIEM Sensors collect log and event data from your infrastructure and applications.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/integrations"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Integrations</h4></a>
+  <a href={useBaseUrl('docs/cse/integrations')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Integrations</h4></a>
   <p>Cloud SIEM integration with Sumo Logic and threat intel sources, and leveraging the Cloud SIEM Insight Enrichment Server.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/match-lists-suppressed-lists"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Match Lists and Suppressed Lists</h4></a>
+  <a href={useBaseUrl('docs/cse/match-lists-suppressed-lists')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Match Lists and Suppressed Lists</h4></a>
   <p>Learn about creating a Match list and their usage in rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/automation"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Automation</h4></a>
+  <a href={useBaseUrl('docs/cse/automation')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Automation</h4></a>
   <p>Learn how to configure automations to create notifications and enrichments in Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/administration"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Administration</h4></a>
+  <a href={useBaseUrl('docs/cse/administration')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Administration</h4></a>
   <p>Learn how to set up user accounts and roles, Actions, Network Blocks, custom Insight status and sub-resolutions, and more.</p>
   </div>
 </div>
diff --git a/docs/cse/ingestion/index.md b/docs/cse/ingestion/index.md
index c5a119f7c1..eebe912329 100644
--- a/docs/cse/ingestion/index.md
+++ b/docs/cse/ingestion/index.md
@@ -12,31 +12,31 @@ The articles in this section provide guidance on how to ingest data into Cloud S
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/cse-ingestion-best-practices"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Best Practices</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/cse-ingestion-best-practices')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Best Practices</h4></a>
   <p>Learn how to send Sumo Logic Source or Cloud-to-Cloud Connector log messages to Cloud SIEM to be transformed into records.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/products-with-log-mappings"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Products with Log Mappings</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/products-with-log-mappings')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Products with Log Mappings</h4></a>
   <p>See the product and services that Cloud SIEM supports with log mappings and parsers.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/view-mappers-for-product"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Viewing Log Mappers</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/view-mappers-for-product')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Database icon" width="40"/><h4>Viewing Log Mappers</h4></a>
   <p>Learn how to find what mappers Cloud SIEM provides for a product or service.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/sumo-logic-ingest-mapping"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Sumo Logic Cloud SIEM Ingest Mapping</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/sumo-logic-ingest-mapping')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Sumo Logic Cloud SIEM Ingest Mapping</h4></a>
   <p>Configure Sumo Logic to send log messages to be processed by Cloud SIEM's system mapper.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Ingestion Sources for Cloud SIEM</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Shield on a cloud icon" width="40"/><h4>Ingestion Sources for Cloud SIEM</h4></a>
   <p>Learn the sources available for ingesting data to Cloud SIEM.</p>
   </div>
 </div>
diff --git a/docs/cse/ingestion/ingestion-sources-for-cloud-siem/index.md b/docs/cse/ingestion/ingestion-sources-for-cloud-siem/index.md
index 153c2a78bd..06335e0708 100644
--- a/docs/cse/ingestion/ingestion-sources-for-cloud-siem/index.md
+++ b/docs/cse/ingestion/ingestion-sources-for-cloud-siem/index.md
@@ -12,177 +12,176 @@ This section shows examples of sources you can use to ingest data into Cloud SIE
 The most common method to ingest data into Cloud SIEM is to install a Cloud-to-Cloud Integration Framework source and select the **Forward to SIEM** option in the configuration UI, or to click the **+Add Field** link and add a field whose name is `_siemForward` and value is *true*. Once you do that, add another field named `_parser` with value that points to the parser associated with that source type, for example, */Parsers/System/Cisco/Cisco ASA*. This ensures that the logs from that type of source are properly parsed and normalized into structured records in Cloud SIEM.
 
 For all available methods to ingest data into Cloud SIEM, see [Recommended methods to ingest data into Cloud SIEM](/docs/cse/ingestion/cse-ingestion-best-practices/#recommended-methods-to-ingest-data-into-cloud-siem).
-::: 
+:::
 
 
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/auth0"><img src={useBaseUrl('img/integrations/saml/auth0.png')} alt="Auth0 thumbnail icon" width="50"/><h4>Auth0</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/auth0')}><img src={useBaseUrl('img/integrations/saml/auth0.png')} alt="Auth0 thumbnail icon" width="50"/><h4>Auth0</h4></a>
   <p>Configure an HTTP source to ingest Auth0 log messages and send them to Cloud SIEM’s Auth0 system parser.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-application-load-balancer"><img src={useBaseUrl('img/integrations/amazon-aws/alb.png')} alt="AWS Load Balancer thumbnail icon" width="50"/><h4>AWS Application Load Balancer</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-application-load-balancer')}><img src={useBaseUrl('img/integrations/amazon-aws/alb.png')} alt="AWS Load Balancer thumbnail icon" width="50"/><h4>AWS Application Load Balancer</h4></a>
   <p>Configure collection and ingestion of AWS ALB log messages from an S3 bucket to be parsed by Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-cloudtrail"><img src={useBaseUrl('img/integrations/amazon-aws/cloudtrail.png')} alt="AWS CloudTrail thumbnail icon" width="50"/><h4>AWS CloudTrail</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-cloudtrail')}><img src={useBaseUrl('img/integrations/amazon-aws/cloudtrail.png')} alt="AWS CloudTrail thumbnail icon" width="50"/><h4>AWS CloudTrail</h4></a>
   <p>Configure a CloudTrail source on a hosted collector to ingest CloudTrail log messages to be parsed by Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-guardduty"><img src={useBaseUrl('img/integrations/amazon-aws/guardduty.png')} alt="AWS GuardDuty thumbnail icon" width="50"/><h4>AWS GuardDuty</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-guardduty')}><img src={useBaseUrl('img/integrations/amazon-aws/guardduty.png')} alt="AWS GuardDuty thumbnail icon" width="50"/><h4>AWS GuardDuty</h4></a>
   <p>Configure an HTTP source to ingest AWS GuardDuty log messages and send them to Cloud SIEM's system parser.</p>
   </div>
 </div>
 <div className="box smallbox card">
    <div className="container">
-    <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-network-firewall"><img src={useBaseUrl('img/integrations/amazon-aws/network-firewall.png')} alt="AWS Network Firewall thumbnail icon" width="45"/><h4>AWS Network Firewall</h4></a>
+    <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-network-firewall')}><img src={useBaseUrl('img/integrations/amazon-aws/network-firewall.png')} alt="AWS Network Firewall thumbnail icon" width="45"/><h4>AWS Network Firewall</h4></a>
     <p>Configure collection and ingestion of AWS Network Firewall log messages from an S3 bucket to be parsed by Cloud SIEM.</p>
 </div>
 </div>
 <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-vpc-flow"><img src={useBaseUrl('img/integrations/amazon-aws/vpcflowlogs.png')} alt="AWS VPC Flow thumbnail icon" width="40"/><h4>AWS VPC Flow</h4></a>
+    <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/aws-vpc-flow')}><img src={useBaseUrl('img/integrations/amazon-aws/vpcflowlogs.png')} alt="AWS VPC Flow thumbnail icon" width="40"/><h4>AWS VPC Flow</h4></a>
     <p>Configure collection and ingestion of VPC Flow logs from an S3 bucket to be parsed by Cloud SIEM.</p>
     </div>
 </div>
 <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/carbon-black"><img src={useBaseUrl('img/integrations/security-threat-detection/vmcarecb.png')} alt="Carbon Black Cloud thumbnail icon" width="40"/><h4>Carbon Black Cloud</h4></a>
+      <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/carbon-black')}><img src={useBaseUrl('img/integrations/security-threat-detection/vmcarecb.png')} alt="Carbon Black Cloud thumbnail icon" width="40"/><h4>Carbon Black Cloud</h4></a>
     <p>Configure collection of Carbon Black Cloud logs messages from an S3 bucket to be parsed by Cloud SIEM.</p>
     </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/check-point-firewall"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Check Point Firewall thumbnail icon" width="40"/><h4>Check Point Firewall</h4></a>
+    <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/check-point-firewall')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Check Point Firewall thumbnail icon" width="40"/><h4>Check Point Firewall</h4></a>
     <p>Configure a syslog source to ingest Check Point Firewall log messages to be parsed by Cloud SIEM.</p>
     </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/cisco-asa"><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="Cisco ASA thumbnail icon" width="70"/><h4>Cisco ASA</h4></a>
+    <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/cisco-asa')}><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="Cisco ASA thumbnail icon" width="70"/><h4>Cisco ASA</h4></a>
     <p>Configure a syslog source to ingest Cisco ASA log messages to be parsed by Cloud SIEM.</p>
     </div>
 </div>
 <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/cisco-meraki"><img src={useBaseUrl('img/integrations/security-threat-detection/ciscomeraki.png')} alt="Cisco Meraki icon" width="40"/><h4>Cisco Meraki</h4></a>
+    <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/cisco-meraki')}><img src={useBaseUrl('img/integrations/security-threat-detection/ciscomeraki.png')} alt="Cisco Meraki icon" width="40"/><h4>Cisco Meraki</h4></a>
     <p>Configure a syslog source to ingest Cisco Meraki log messages to be parsed by Cloud SIEM Cisco.</p>
     </div>
 </div>
  <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/corelight-zeek"><img src={useBaseUrl('img/cse/corelight.png')} alt="Corelight Zeek icon" width="40"/><h4>Corelight Zeek</h4></a>
+    <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/corelight-zeek')}><img src={useBaseUrl('img/cse/corelight.png')} alt="Corelight Zeek icon" width="40"/><h4>Corelight Zeek</h4></a>
     <p>Configure a syslog source to ingest Corelight Zeek log messages and send them to Cloud SIEM's log mapper.</p>
     </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/fortigate-firewall"><img src={useBaseUrl('img/icons/operations/firewall.png')} alt="Fortigate Firewall icon" width="35"/><h4>Fortigate Firewall</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/fortigate-firewall')}><img src={useBaseUrl('img/icons/operations/firewall.png')} alt="Fortigate Firewall icon" width="35"/><h4>Fortigate Firewall</h4></a>
   <p>Configure a syslog source to ingest Fortigate Firewall log messages to be parsed by Cloud SIEM.</p>
   </div>
  </div>
  <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/g-suite-alert-center"><img src={useBaseUrl('img/send-data/Google_Workspace_Logo.svg')} alt="G Suite Alert Center icon" width="200"/><h4>G Suite Alert Center</h4></a>
+   <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/g-suite-alert-center')}><img src={useBaseUrl('img/send-data/Google_Workspace_Logo.svg')} alt="G Suite Alert Center icon" width="200"/><h4>G Suite Alert Center</h4></a>
    <p>Collect log messages from G Suite Alert Center to be parsed by Cloud SIEM.</p>
    </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/kemp-loadmaster"><img src={useBaseUrl('img/cse/kemp-logo.png')} alt="Kemp LoadMaster icon" width="90"/><h4>Kemp LoadMaster</h4></a>
+    <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/kemp-loadmaster')}><img src={useBaseUrl('img/cse/kemp-logo.png')} alt="Kemp LoadMaster icon" width="90"/><h4>Kemp LoadMaster</h4></a>
     <p>Configure a syslog source to ingest Kemp LoadMaster messages to be parsed by Cloud SIEM.</p>
     </div>
   </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/linux-os-syslog"><img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Linux OS Syslog icon" width="40"/><h4>Linux OS Syslog</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/linux-os-syslog')}><img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Linux OS Syslog icon" width="40"/><h4>Linux OS Syslog</h4></a>
   <p>Configure a syslog source to ingest Linux OS log messages to be parsed by Cloud SIEM.</p>
   </div>
  </div>
  <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/microsoft-audit-office"><img src={useBaseUrl('img/integrations/microsoft-azure/365.png')} alt="Microsoft 365 Audit icon" width="60"/><h4>Microsoft 365 Audit (Office 365 Audit)</h4></a>
+   <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/microsoft-audit-office')}><img src={useBaseUrl('img/integrations/microsoft-azure/365.png')} alt="Microsoft 365 Audit icon" width="60"/><h4>Microsoft 365 Audit (Office 365 Audit)</h4></a>
    <p>Configure collection of Microsoft 365 log messages to be parsed by Cloud SIEM. </p>
    </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/microsoft-azure-activity-log"><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Microsoft Azure Activity Log icon" width="45"/><h4>Microsoft Azure Activity Log</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/microsoft-azure-activity-log')}><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Microsoft Azure Activity Log icon" width="45"/><h4>Microsoft Azure Activity Log</h4></a>
   <p>Configure an HTTP Source to ingest Microsoft Azure Activity Log messages and to be parsed by Cloud SIEM.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/microsoft-windows"><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Microsoft Windows icon" width="35"/><h4>Microsoft Windows</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/microsoft-windows')}><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Microsoft Windows icon" width="35"/><h4>Microsoft Windows</h4></a>
   <p>Configure collection of Windows Event Log messages and send them to the Cloud SIEM mapper.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/nginx-access-logs"><img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="Nginx Access Logs icon" width="130"/><h4>Nginx Access Logs</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/nginx-access-logs')}><img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="Nginx Access Logs icon" width="130"/><h4>Nginx Access Logs</h4></a>
   <p>Configure a syslog source to ingest Nginx Access log messages to be parsed by Cloud SIEM.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/okta"><img src={useBaseUrl('img/integrations/saml/okta.png')} alt="Okta icon" width="60"/><h4>Okta</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/okta')}><img src={useBaseUrl('img/integrations/saml/okta.png')} alt="Okta icon" width="60"/><h4>Okta</h4></a>
   <p>Configure an Okta source to ingest Okta log messages and send them to Cloud SIEM’s system parser.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/onelogin"><img src={useBaseUrl('img/integrations/saml/onelogin.png')} alt="OneLogin icon" width="40"/><h4>OneLogin</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/onelogin')}><img src={useBaseUrl('img/integrations/saml/onelogin.png')} alt="OneLogin icon" width="40"/><h4>OneLogin</h4></a>
   <p>Learn how to collect OneLogin log messages and send them to Sumo Logic to be ingested by Cloud SIEM.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/osquery"><img src={useBaseUrl('img/cse/osquery-logo-svg-vector.svg')} alt="Osquery icon" width="40"/><h4>Osquery</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/osquery')}><img src={useBaseUrl('img/cse/osquery-logo-svg-vector.svg')} alt="Osquery icon" width="40"/><h4>Osquery</h4></a>
   <p>Configure an HTTP source to ingest osquery log messages and send them to the Cloud SIEM system parser.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/palo-alto-firewall"><img src={useBaseUrl('img/integrations/security-threat-detection/pan9.png')} alt="Palo Alto Firewall icon" width="40"/><h4>Palo Alto Firewall</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/palo-alto-firewall')}><img src={useBaseUrl('img/integrations/security-threat-detection/pan9.png')} alt="Palo Alto Firewall icon" width="40"/><h4>Palo Alto Firewall</h4></a>
   <p>Configure collection of Palo Alto Firewall log messages to be parsed by Cloud SIEM's system parser.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/sentinelone"><img src={useBaseUrl('img/send-data/sentinelone-icon.png')} alt="SentinelOne icon" width="40"/><h4>SentinelOne</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/sentinelone')}><img src={useBaseUrl('img/send-data/sentinelone-icon.png')} alt="SentinelOne icon" width="40"/><h4>SentinelOne</h4></a>
   <p>Learn how to collect SentinelOne log messages and send them to be ingested by Cloud SIEM.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/signal-sciences-waf"><img src={useBaseUrl('img/cse/signal-sciences.png')} alt="Signal Sciences WAF icon" width="40"/><h4>Signal Sciences WAF</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/signal-sciences-waf')}><img src={useBaseUrl('img/cse/signal-sciences.png')} alt="Signal Sciences WAF icon" width="40"/><h4>Signal Sciences WAF</h4></a>
   <p>Lean how to collect Signal Sciences WAF log messages and sending them to Sumo Logic to be ingested by Cloud SIEM.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/symantec-proxy-secure-gateway-blue-coat-proxy"><img src={useBaseUrl('img/send-data/symantec-logo.svg')} alt="Symantec Blue Coat Proxy icon" width="120"/><h4>Symantec Blue Coat Proxy</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/symantec-proxy-secure-gateway-blue-coat-proxy')}><img src={useBaseUrl('img/send-data/symantec-logo.svg')} alt="Symantec Blue Coat Proxy icon" width="120"/><h4>Symantec Blue Coat Proxy</h4></a>
   <p>Configure a Syslog source to collect and send Symantec Proxy Secure Gateway (ProxySG) log messages to Cloud SIEM.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/zscaler-nss"><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="ZScaler NSS icon" width="160"/><h4>ZScaler NSS</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/zscaler-nss')}><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="ZScaler NSS icon" width="160"/><h4>ZScaler NSS</h4></a>
   <p>Configure collection of ZScaler NSS log messages to be parsed by Cloud SIEM's system parser for ZScaler NSS.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/ingestion/ingestion-sources-for-cloud-siem/zscaler-private-access"><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="Zscaler Private Access icon" width="160"/><h4>Zscaler Private Access</h4></a>
+  <a href={useBaseUrl('docs/cse/ingestion/ingestion-sources-for-cloud-siem/zscaler-private-access')}><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="Zscaler Private Access icon" width="160"/><h4>Zscaler Private Access</h4></a>
   <p>Configure an HTTP source to ingest Zscaler Private Access log messages and send them to Cloud SIEM's system parser.</p>
   </div>
  </div>
 </div>
-
diff --git a/docs/cse/integrations/index.md b/docs/cse/integrations/index.md
index ec62cc192a..20a53b392b 100644
--- a/docs/cse/integrations/index.md
+++ b/docs/cse/integrations/index.md
@@ -12,37 +12,37 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/integrations/configuring-threatq-source-in-cse"><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>ThreatQ Source</h4></a>
+  <a href={useBaseUrl('docs/cse/integrations/configuring-threatq-source-in-cse')}><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>ThreatQ Source</h4></a>
   <p>Learn how to set up a ThreatQ source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/integrations/insight-enrichment-server"><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Insight Enrichment Server</h4></a>
+  <a href={useBaseUrl('docs/cse/integrations/insight-enrichment-server')}><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Insight Enrichment Server</h4></a>
   <p>Learn how to automatically enrich Cloud SIEM insights.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/integrations/enable-virustotal-enrichment"><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Enable VirusTotal Enrichment</h4></a>
+  <a href={useBaseUrl('docs/cse/integrations/enable-virustotal-enrichment')}><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Enable VirusTotal Enrichment</h4></a>
   <p>Learn how to enrich signals based on queries it runs against VirusTotal.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/integrations/integrate-cse-with-taxii-feed"><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>TAXII Feed</h4></a>
+  <a href={useBaseUrl('docs/cse/integrations/integrate-cse-with-taxii-feed')}><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>TAXII Feed</h4></a>
   <p>Learn how to integrate Cloud SIEM with a TAXII threat intelligence feed.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/integrations/security-incident-response-integration"><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Security Incident Response (SIR)</h4></a>
+  <a href={useBaseUrl('docs/cse/integrations/security-incident-response-integration')}><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Security Incident Response (SIR)</h4></a>
   <p>Learn to install and configure the integration between Sumo Logic Cloud SIEM and ServiceNow's SIR.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/integrations/enrichments-and-indicators"><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Enrichments</h4></a>
+  <a href={useBaseUrl('docs/cse/integrations/enrichments-and-indicators')}><img src={useBaseUrl('img/icons/integrations.png')} alt="Icon of two screens" width="40"/><h4>Enrichments</h4></a>
   <p>Learn how enrichments can add information to signals, entities, and insights.</p>
   </div>
 </div>
diff --git a/docs/cse/match-lists-suppressed-lists/index.md b/docs/cse/match-lists-suppressed-lists/index.md
index 1b7776f233..8a8af5703c 100644
--- a/docs/cse/match-lists-suppressed-lists/index.md
+++ b/docs/cse/match-lists-suppressed-lists/index.md
@@ -13,31 +13,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/match-lists-suppressed-lists/create-match-list"><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Create a Match List</h4></a>
+  <a href={useBaseUrl('docs/cse/match-lists-suppressed-lists/create-match-list')}><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Create a Match List</h4></a>
   <p>Learn about match lists, their purpose, usage, and how to create them. </p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/match-lists-suppressed-lists/custom-match-list-columns"><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Custom match list Columns</h4></a>
+  <a href={useBaseUrl('docs/cse/match-lists-suppressed-lists/custom-match-list-columns')}><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Custom match list Columns</h4></a>
   <p>Learn how to define custom columns for use in match lists.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/match-lists-suppressed-lists/match-fields-reference"><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Match Fields Reference</h4></a>
+  <a href={useBaseUrl('docs/cse/match-lists-suppressed-lists/match-fields-reference')}><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Match Fields Reference</h4></a>
   <p>Learn what record fields a match list with a given target column will be compared to.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/match-lists-suppressed-lists/standard-match-lists"><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Entity Tags and Standard Match Lists</h4></a>
+  <a href={useBaseUrl('docs/cse/match-lists-suppressed-lists/standard-match-lists')}><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Entity Tags and Standard Match Lists</h4></a>
   <p>Learn how to identify specific entities that should be treated differently during Cloud SIEM rule processing.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/match-lists-suppressed-lists/suppressed-lists"><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Suppressed Lists</h4></a>
+  <a href={useBaseUrl('docs/cse/match-lists-suppressed-lists/suppressed-lists')}><img src={useBaseUrl('img/icons/operations/matching-list.png')} alt="List icon" width="40"/><h4>Suppressed Lists</h4></a>
   <p>Learn to suppress signals that contain a particular indicator value in any of the signal's records.</p>
   </div>
 </div>
diff --git a/docs/cse/records-signals-entities-insights/index.md b/docs/cse/records-signals-entities-insights/index.md
index 3e8c6d82bc..065c27fc46 100644
--- a/docs/cse/records-signals-entities-insights/index.md
+++ b/docs/cse/records-signals-entities-insights/index.md
@@ -13,73 +13,73 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/set-insight-generation-window-threshold"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Insight Generation Settings</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/set-insight-generation-window-threshold')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Insight Generation Settings</h4></a>
   <p>Learn how to configure the detection window and the threshold activity score for insight generation.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/global-intelligence-security-insights"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Global Intelligence for Security Insights</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/global-intelligence-security-insights')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Global Intelligence for Security Insights</h4></a>
   <p>Learn how to triage and prioritize insights.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/configure-custom-insight"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Custom Insights</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/configure-custom-insight')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Custom Insights</h4></a>
   <p>Learn how to set up custom insight configurations.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/view-manage-entities"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>View and Manage Entities</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/view-manage-entities')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>View and Manage Entities</h4></a>
   <p>Learn about all the entities in Cloud SIEM and their activity scores.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/entity-criticality"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Entity Criticality</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/entity-criticality')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Entity Criticality</h4></a>
   <p>Learn how to adjust the severity of signals for specific entities.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/create-custom-entity-type"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Custom Entity Types</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/create-custom-entity-type')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Custom Entity Types</h4></a>
   <p>Learn how to create custom entity types in Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/create-an-entity-group"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Entity Groups</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/create-an-entity-group')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Entity Groups</h4></a>
   <p>Learn how to automatically group entities in terms of criteria like name or IP address.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/configure-entity-lookup-table"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Entity Lookup Tables</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/configure-entity-lookup-table')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Entity Lookup Tables</h4></a>
   <p>Learn how to normalize the names of users and hosts (machines) in your environment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/view-records-signal"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>View Records for a Signal</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/view-records-signal')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>View Records for a Signal</h4></a>
   <p>Learn how to view records associated with a signal in Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/about-signal-suppression"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Signal Suppression</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/about-signal-suppression')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Signal Suppression</h4></a>
   <p>Learn about ways to suppress and exclude Cloud SIEM signals from the insight generation process.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/search-cse-records-in-sumo"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Search Sumo Logic for Cloud SIEM Records</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/search-cse-records-in-sumo')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Search Sumo Logic for Cloud SIEM Records</h4></a>
   <p>Learn to search the Sumo Logic platform for records and signals that have been forwarded from Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/records-signals-entities-insights/tags-insights-signals-entities-rules"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Using Tags</h4></a>
+  <a href={useBaseUrl('docs/cse/records-signals-entities-insights/tags-insights-signals-entities-rules')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="Icon of a shield on a flow diagram" width="40"/><h4>Using Tags</h4></a>
   <p>Learn how to add context to Cloud SIEM items, and search and filter items by tag.</p>
   </div>
 </div>
diff --git a/docs/cse/rules/index.md b/docs/cse/rules/index.md
index c1722544bf..cfbbfe4948 100644
--- a/docs/cse/rules/index.md
+++ b/docs/cse/rules/index.md
@@ -13,103 +13,103 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/about-cse-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>About Cloud SIEM Rules</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/about-cse-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>About Cloud SIEM Rules</h4></a>
   <p>Learn about Cloud SIEM rules, rules syntax, and how to write rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/rules-status"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Rules Status</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/rules-status')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Rules Status</h4></a>
   <p>Learn about Cloud SIEM rules statuses and how to address rules in a degraded or failed state.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/before-writing-custom-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Before You Write a Custom Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/before-writing-custom-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Before You Write a Custom Rule</h4></a>
   <p>Learn how to plan a custom rule and prototype rule expressions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/cse-rules-syntax"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Rules Syntax</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/cse-rules-syntax')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Rules Syntax</h4></a>
   <p>Learn about the functions you can use when writing Cloud SIEM rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/write-match-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Match Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/write-match-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Match Rule</h4></a>
   <p>Learn how to write a match rule.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/write-chain-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Chain Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/write-chain-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Chain Rule</h4></a>
   <p>Learn how to write a chain rule.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/write-aggregation-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Aggregation Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/write-aggregation-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Aggregation Rule</h4></a>
   <p>Learn how to write an Aggregation rule.</p>
   </div>  
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/write-threshold-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Threshold Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/write-threshold-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Threshold Rule</h4></a>
   <p>Learn how to write a Threshold rule.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/write-first-seen-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>First Seen Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/write-first-seen-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>First Seen Rule</h4></a>
   <p>Learn how to write a First Seen rule.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/write-outlier-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Outlier Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/write-outlier-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Outlier Rule</h4></a>
   <p>Learn how to write an Outlier rule.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/cse-built-in-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Built-In Rules</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/cse-built-in-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Built-In Rules</h4></a>
   <p>Look at the various page lists and Cloud SIEM's built-in rules.</p>
 </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/import-yara-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Import YARA Rules</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/import-yara-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Import YARA Rules</h4></a>
   <p>Learn how to import YARA rules from GitHub into Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/normalized-authentication-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Normalized Authentication Rules</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/normalized-authentication-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Normalized Authentication Rules</h4></a>
   <p>Detect activities that compromise accounts using authentication logs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/normalized-threat-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Normalized Threat Rules</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/normalized-threat-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Normalized Threat Rules</h4></a>
   <p>Learn about Cloud SIEM’s built-in normalized threat rules.</p>
   </div>  
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/rule-tuning-expressions"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Rule Tuning</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/rule-tuning-expressions')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Rule Tuning</h4></a>
   <p>Learn how to create and use tuning expressions for rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/tailor-global-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Tailor a Global Rule</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/tailor-global-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Tailor a Global Rule</h4></a>
   <p>Learn how to tailor global (built-in) rules in Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/rules/insight-trainer"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Insight Trainer</h4></a>
+  <a href={useBaseUrl('docs/cse/rules/insight-trainer')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="Flow diagram icon" width="40"/><h4>Insight Trainer</h4></a>
   <p>Learn how to adjust rules to improve insight generation.</p>
   </div>
 </div>
diff --git a/docs/cse/schema/index.md b/docs/cse/schema/index.md
index fc70a27384..95cffe764b 100644
--- a/docs/cse/schema/index.md
+++ b/docs/cse/schema/index.md
@@ -11,62 +11,68 @@ This guide has information about Cloud SIEM schemas. In this section, we'll intr
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/record-processing-pipeline"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Record Processing Pipeline</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/record-processing-pipeline')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Record Processing Pipeline</h4></a>
   <p>Learn how Cloud SIEM transforms incoming raw messages into records.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/schema-attributes"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Cloud SIEM Schema Attributes</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/schema-attributes')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Cloud SIEM Schema Attributes</h4></a>
   <p>Learn about Cloud SIEM schema attributes.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/attributes-map-to-records"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Mappable Attributes</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/attributes-map-to-records')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Mappable Attributes</h4></a>
   <p>Learn what Cloud SIEM schema attributes you can map to records.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/cse-record-types"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Record Types</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/cse-record-types')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Record Types</h4></a>
   <p>Learn about the record types to which you can map schema attributes.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/parsing-language-reference-guide"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Parsing Language Reference</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/parsing-language-reference-guide')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Parsing Language Reference</h4></a>
   <p>Parsing is the first step in the Cloud SIEM record processing pipeline.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/create-structured-log-mapping"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Log Mapping</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/create-structured-log-mapping')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Log Mapping</h4></a>
   <p>Learn how to create a log mapping for structured messages.</p>
   </div>  
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/cse-normalized-classification"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Normalized Classification</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/cse-normalized-classification')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Normalized Classification</h4></a>
   <p>Set up schema fields with an enforced, Cloud SIEM-defined output.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/field-mapping-security-event-sources"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Field Mappings</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/field-mapping-security-event-sources')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Field Mappings</h4></a>
   <p>Set up field mappings for messages that you want to be processed by Cloud SIEM's normalized threat rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/parser-editor"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Parser Editor</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/parser-editor')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Parser Editor</h4></a>
   <p>Learn how to use the Parser Editor to configure and test a custom parser.</p>
 </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/schema/username-and-hostname-normalization"><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Username and Hostname Normalization</h4></a>
+  <a href={useBaseUrl('docs/cse/schema/username-and-hostname-normalization')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Username and Hostname Normalization</h4></a>
   <p>Learn how to import YARA rules from GitHub into Cloud SIEM.</p>
   </div>
 </div>
+<div className="box smallbox card">
+  <div className="container">
+  <a href={useBaseUrl('docs/cse/schema/parser-troubleshooting-tips')}><img src={useBaseUrl('img/icons/operations/schema.png')} alt="Flow diagram icon" width="40"/><h4>Parser Troubleshooting</h4></a>
+  <p>Learn how to troubleshoot problems with parsers.</p>
+  </div>
+</div>
 </div>
diff --git a/docs/cse/sensors/index.md b/docs/cse/sensors/index.md
index 6ad1e09bd3..0e63c31d0e 100644
--- a/docs/cse/sensors/index.md
+++ b/docs/cse/sensors/index.md
@@ -14,31 +14,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/sensors/ingest-zeek-logs"><img src={useBaseUrl('img/icons/logs.png')} alt="Document icon" width="40"/><h4>Ingest Zeek Logs</h4></a>
+  <a href={useBaseUrl('docs/cse/sensors/ingest-zeek-logs')}><img src={useBaseUrl('img/icons/logs.png')} alt="Document icon" width="40"/><h4>Ingest Zeek Logs</h4></a>
   <p>Learn how to collect Zeek (Bro) logs and ingest them to Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/sensors/sensor-download-locations"><img src={useBaseUrl('img/icons/operations/sensor.png')} alt="Database icon" width="40"/><h4>Sensor Download Locations</h4></a>
+  <a href={useBaseUrl('docs/cse/sensors/sensor-download-locations')}><img src={useBaseUrl('img/icons/operations/sensor.png')} alt="Database icon" width="40"/><h4>Sensor Download Locations</h4></a>
   <p>Learn about where to download the Cloud SIEM Network Sensor that's specific to your Cloud SIEM deployment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/sensors/network-sensor-deployment-guide"><img src={useBaseUrl('img/icons/operations/deployment.png')} alt="Arrows icon" width="40"/><h4>Network Sensor Deployment</h4></a>
+  <a href={useBaseUrl('docs/cse/sensors/network-sensor-deployment-guide')}><img src={useBaseUrl('img/icons/operations/deployment.png')} alt="Arrows icon" width="40"/><h4>Network Sensor Deployment</h4></a>
   <p>Learn about how to deploy and configure a Cloud SIEM Network Sensor.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/sensors/network-sensor-troubleshooting"><img src={useBaseUrl('img/icons/operations/too-many-tools.png')} alt="Wrench icon" width="40"/><h4>Network Sensor Troubleshooting</h4></a>
+  <a href={useBaseUrl('docs/cse/sensors/network-sensor-troubleshooting')}><img src={useBaseUrl('img/icons/operations/too-many-tools.png')} alt="Wrench icon" width="40"/><h4>Network Sensor Troubleshooting</h4></a>
   <p>Learn how to troubleshoot problems with the Cloud SIEM Network Sensor.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/sensors/log-sensor-troubleshooting"><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Wrench icon" width="40"/><h4>Log Sensor Troubleshooting</h4></a>
+  <a href={useBaseUrl('docs/cse/sensors/log-sensor-troubleshooting')}><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Wrench icon" width="40"/><h4>Log Sensor Troubleshooting</h4></a>
   <p>Learn how to collect Log Sensor status and data to support troubleshooting efforts.</p>
   </div>
 </div>
diff --git a/docs/cse/troubleshoot/index.md b/docs/cse/troubleshoot/index.md
index 4f7b92e7c7..1989a642ef 100644
--- a/docs/cse/troubleshoot/index.md
+++ b/docs/cse/troubleshoot/index.md
@@ -11,13 +11,13 @@ This section contains articles to help you troubleshoot problems with Cloud SIEM
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/troubleshoot/troubleshoot-parsers"><img src={useBaseUrl('img/icons/operations/too-many-tools.png')} alt="Troubleshoot icon" width="40"/><h4>Troubleshoot Parsers</h4></a>
+  <a href={useBaseUrl('docs/cse/troubleshoot/troubleshoot-parsers')}><img src={useBaseUrl('img/icons/operations/too-many-tools.png')} alt="Troubleshoot icon" width="40"/><h4>Troubleshoot Parsers</h4></a>
   <p>Learn how to troubleshoot problems with log parsers.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/cse/troubleshoot/troubleshoot-mappers"><img src={useBaseUrl('img/icons/operations/too-many-tools.png')} alt="Troubleshoot icon" width="40"/><h4>Troubleshoot Mappers</h4></a>
+  <a href={useBaseUrl('docs/cse/troubleshoot/troubleshoot-mappers')}><img src={useBaseUrl('img/icons/operations/too-many-tools.png')} alt="Troubleshoot icon" width="40"/><h4>Troubleshoot Mappers</h4></a>
   <p>Learn how to troubleshoot problems with log mappers.</p>
   </div>
 </div>
diff --git a/docs/dashboards/index.md b/docs/dashboards/index.md
index 1b79552c84..ed98201f90 100644
--- a/docs/dashboards/index.md
+++ b/docs/dashboards/index.md
@@ -16,97 +16,97 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/about"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>About Dashboards</h4></a>
+  <a href={useBaseUrl('docs/dashboards/about')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>About Dashboards</h4></a>
   <p>Learn about the benefits of Sumo Logic dashboards and how they seamlessly integrate logs, metrics, and traces data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/filter-template-variables/"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Filtering Dashboards with Template Variables</h4></a>
+  <a href={useBaseUrl('docs/dashboards/filter-template-variables/')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Filtering Dashboards with Template Variables</h4></a>
   <p>Create your own custom dashboards and add charts.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/dashboards-migration/"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Migrating from Legacy Dashboards</h4></a>
+  <a href={useBaseUrl('docs/dashboards/dashboards-migration/')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Migrating from Legacy Dashboards</h4></a>
   <p>Learn how to migrate data from our legacy dashboards solution.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/create-dashboard-new"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Create a Dashboard</h4></a>
+  <a href={useBaseUrl('docs/dashboards/create-dashboard-new')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Create a Dashboard</h4></a>
   <p>Create and customize dashboards with panels and queries.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/panels"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Dashboard Panels</h4></a>
+  <a href={useBaseUrl('docs/dashboards/panels')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Dashboard Panels</h4></a>
   <p>Learn about the various Dashboard panels and the types of data best suited for each.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/link-dashboards/"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Linking Together Multiple Dashboards</h4></a>
+  <a href={useBaseUrl('docs/dashboards/link-dashboards/')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Linking Together Multiple Dashboards</h4></a>
   <p>Learn how to quickly link dashboards together to view related data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/explore-view/"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Explore Monitoring Dashboards</h4></a>
+  <a href={useBaseUrl('docs/dashboards/explore-view/')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Explore Monitoring Dashboards</h4></a>
   <p>Monitoring dashboards give you an easy way to view and navigate the hierarchy of your environment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/set-custom-time-ranges/"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Set Dashboard and Panel Time Ranges</h4></a>
+  <a href={useBaseUrl('docs/dashboards/set-custom-time-ranges/')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Set Dashboard and Panel Time Ranges</h4></a>
   <p>Learn how to set dashboard and panel time ranges.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/export-dashboard-new/"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Exporting Dashboards</h4></a>
+  <a href={useBaseUrl('docs/dashboards/export-dashboard-new/')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Exporting Dashboards</h4></a>
   <p>Learn how to export dashboards as PDF or PNG files.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/faq/"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
+  <a href={useBaseUrl('docs/dashboards/faq/')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
   <p>Find answers to frequently asked questions about our dashboards.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/drill-down-to-discover-root-causes"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Root Cause Investigation</h4></a>
+  <a href={useBaseUrl('docs/dashboards/drill-down-to-discover-root-causes')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Root Cause Investigation</h4></a>
   <p>Use dashboards to investigate root causes of a spike of interest.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/locate-deviations-time-series"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Locate Deviations in a Time Series</h4></a>
+  <a href={useBaseUrl('docs/dashboards/locate-deviations-time-series')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Locate Deviations in a Time Series</h4></a>
   <p>Learn how to create charts that locate deviations and outliers in a time series.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/restricted-operators-dashboards"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Restricted Operators in Dashboards</h4></a>
+  <a href={useBaseUrl('docs/dashboards/restricted-operators-dashboards')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Restricted Operators in Dashboards</h4></a>
   <p>Learn about the restrictions when you use operators with dashboards.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/share-dashboard-new"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Sharing Dashboards</h4></a>
+  <a href={useBaseUrl('docs/dashboards/share-dashboard-new')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Sharing Dashboards</h4></a>
   <p>Learn how to share a custom dashboard with colleagues.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/share-dashboard-outside-org"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Sharing Dashboards Outside Your Organization</h4></a>
+  <a href={useBaseUrl('docs/dashboards/share-dashboard-outside-org')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Sharing Dashboards Outside Your Organization</h4></a>
   <p>Learn how to share a custom dashboard outside your organization.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/dashboards/advanced"><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Advanced Features</h4></a>
+  <a href={useBaseUrl('docs/dashboards/advanced')}><img src={useBaseUrl('img/icons/dashboards.png')} alt="icon" width="40"/><h4>Advanced Features</h4></a>
   <p>Learn about advanced dashboard features.</p>
   </div>
 </div>
diff --git a/docs/get-started/index.md b/docs/get-started/index.md
index 074a386150..118afcd84d 100644
--- a/docs/get-started/index.md
+++ b/docs/get-started/index.md
@@ -19,55 +19,55 @@ Let's get started!
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/sign-up"><img src={useBaseUrl('img/icons/general/mail.png')} alt="icon" width="50"/><h4>Sign up</h4></a>
+  <a href={useBaseUrl('docs/get-started/sign-up')}><img src={useBaseUrl('img/icons/general/mail.png')} alt="icon" width="50"/><h4>Sign up</h4></a>
   <p>Sign up for a free trial and activate your account.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/quickstart"><img src={useBaseUrl('img/icons/business/mission.png')} alt="icon" width="50"/><h4>Sumo Quickstart</h4></a>
+  <a href={useBaseUrl('docs/get-started/quickstart')}><img src={useBaseUrl('img/icons/business/mission.png')} alt="icon" width="50"/><h4>Sumo Quickstart</h4></a>
   <p>Get up and running quickly with Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/overview"> <img src={useBaseUrl('img/icons/cloud/core-platform.png')} alt="icon" width="49"/><h4>Sumo Overview</h4></a>
+  <a href={useBaseUrl('docs/get-started/overview')}> <img src={useBaseUrl('img/icons/cloud/core-platform.png')} alt="icon" width="49"/><h4>Sumo Overview</h4></a>
   <p>Before diving in, check out our Sumo Logic overview and micro lessons.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/onboarding-checklists"><img src={useBaseUrl('img/icons/general/check-mark.png')} alt="icon" width="40"/><h4>Onboarding Tasks</h4></a>
+  <a href={useBaseUrl('docs/get-started/onboarding-checklists')}><img src={useBaseUrl('img/icons/general/check-mark.png')} alt="icon" width="40"/><h4>Onboarding Tasks</h4></a>
   <p>Must-do onboarding tasks for users and admins.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/account-settings-preferences"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Account Preferences</h4></a>
-  <p>Account settings and credentials.</p>
+  <a href={useBaseUrl('docs/get-started/account-settings-preferences')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Account Preferences</h4></a>
+  <p>Account settings, access keys, and credentials.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/system-requirements"><img src={useBaseUrl('img/icons/cloud/machine.png')} alt="icon" width="40"/><h4>System Req.</h4></a>
+  <a href={useBaseUrl('docs/get-started/system-requirements')}><img src={useBaseUrl('img/icons/cloud/machine.png')} alt="icon" width="40"/><h4>System Req.</h4></a>
   <p>Supported browsers and other requirements.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/apps-integrations"><img src={useBaseUrl('img/icons/cloud/apps.png')} alt="icon" width="50"/><h4>App Installation</h4></a>
+  <a href={useBaseUrl('docs/get-started/apps-integrations')}><img src={useBaseUrl('img/icons/cloud/apps.png')} alt="icon" width="50"/><h4>App Installation</h4></a>
   <p>How to install Sumo Logic apps and integrations.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/library"><img src={useBaseUrl('img/icons/general/training.png')} alt="icon" width="50"/><img src={useBaseUrl('img/icons/general/certification.png')} alt="icon" width="50"/><h4>Training</h4></a>
+  <a href={useBaseUrl('docs/get-started/library')}><img src={useBaseUrl('img/icons/general/training.png')} alt="icon" width="50"/><img src={useBaseUrl('img/icons/general/certification.png')} alt="icon" width="50"/><h4>Training</h4></a>
   <p>Sumo Logic Training and Certification offerings.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/get-started/help"><img src={useBaseUrl('img/icons/business/support.png')} alt="icon" width="50"/><h4>Help</h4></a>
+  <a href={useBaseUrl('docs/get-started/help')}><img src={useBaseUrl('img/icons/business/support.png')} alt="icon" width="50"/><h4>Help</h4></a>
   <p>Get help from Sumo Docs, Support, and more.</p>
   </div>
 </div>
diff --git a/docs/integrations/amazon-aws/index.md b/docs/integrations/amazon-aws/index.md
index 8242e1e9df..ae1245c353 100644
--- a/docs/integrations/amazon-aws/index.md
+++ b/docs/integrations/amazon-aws/index.md
@@ -12,364 +12,364 @@ This guide has documentation for all of the apps that Sumo provides for Amazon a
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/amazon-appflow-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/amazon-appflow">Amazon AppFlow</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/amazon-appflow')}>Amazon AppFlow</a></h4>
   <p>A guide to the Sumo Logic integration for Amazon AppFlow.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/amazon-appstream2-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/amazon-appstream2">Amazon AppStream 2.0</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/amazon-appstream2')}>Amazon AppStream 2.0</a></h4>
   <p>A guide to the Sumo Logic integration for Amazon AppStream 2.0.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/amazon-athena-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/amazon-athena">Amazon Athena</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/amazon-athena')}>Amazon Athena</a></h4>
   <p>A guide to the Sumo Logic integration for Amazon Athena.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/aws-amplify-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/aws-amplify">AWS Amplify</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/aws-amplif')}>AWS Amplify</a></h4>
   <p>A guide to the Sumo Logic integration for AWS Amplify.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/aws-apprunner-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/aws-apprunner">AWS App Runner</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/aws-apprunner')}>AWS App Runner</a></h4>
   <p>A guide to the Sumo Logic integration for AWS App Runner.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/aws-appsync-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/aws-appsync">AWS AppSync</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/aws-appsync')}>AWS AppSync</a></h4>
   <p>A guide to the Sumo Logic integration for AWS AppSync.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/aws-backup-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/aws-backup">AWS Backup</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/aws-backup')}>AWS Backup</a></h4>
   <p>A guide to the Sumo Logic integration for AWS Backup.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/amazon-bedrock-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/amazon-bedrock">Amazon Bedrock</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/amazon-bedrock')}>Amazon Bedrock</a></h4>
   <p>A guide to the Sumo Logic integration for Amazon Bedrock.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/aws-certificate-manager-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/aws-certificate-manager">AWS Certificate Manager</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/aws-certificate-manager')}>AWS Certificate Manager</a></h4>
   <p>A guide to the Sumo Logic integration for AWS Certificate Manager.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/aws-chatbot-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/aws-chatbot">AWS Chatbot</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/aws-chatbot')}>AWS Chatbot</a></h4>
   <p>A guide to the Sumo Logic integration for AWS Chatbot.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/aws-private-certificate-authority-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/aws-private-certificate-authority">AWS Private Certificate Authority</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/aws-private-certificate-authorit')}>AWS Private Certificate Authority</a></h4>
   <p>A guide to the Sumo Logic integration for AWS Private Certificate Authority.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/cloudfront.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/amazon-aws/cloudfront">Amazon CloudFront</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/cloudfront')}>Amazon CloudFront</a></h4>
   <p>A guide to the Sumo Logic app for Amazon CloudFront.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/dynamodb.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/dynamodb">Amazon DynamoDB</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/dynamodb')}>Amazon DynamoDB</a></h4>
   <p>A guide to the Sumo Logic app for Amazon DynamoDB.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/amazon-aws/eks.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/amazon-aws/eks-control-plane">Amazon EKS - Control Plane</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/amazon-aws/eks-control-plane')}>Amazon EKS - Control Plane</a></h4>
       <p>A guide to the Sumo Logic app Amazon EKS Control Plane.</p>
     </div>
   </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/elasticache.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/elasticache">Amazon ElastiCache</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/elasticache')}>Amazon ElastiCache</a></h4>
   <p>A guide to the Sumo Logic app for Amazon ElastiCache.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/amazon-aws/ecs.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/amazon-aws/elastic-container-service">Amazon ECS</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/amazon-aws/elastic-container-service')}>Amazon ECS</a></h4>
     <p>A guide to the Sumo Logic app for Amazon ECS.</p>
     </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/ecs.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/elastic-container-service-container-insights-cloudwatch">Amazon ECS CW</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/elastic-container-service-container-insights-cloudwatch')}>Amazon ECS CW</a></h4>
   <p>A guide to our app for Amazon ECS CloudWatch.</p>
     </div>
   </div>
     <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/guardduty.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/guardduty">Amazon GuardDuty</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/guarddut')}>Amazon GuardDuty</a></h4>
         <p>A guide to the Sumo Logic app for Amazon GuardDuty.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/guardduty-benchmark.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/guardduty-benchmark">Amazon GuardDuty Benchmark</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/guardduty-benchmark')}>Amazon GuardDuty Benchmark</a></h4>
         <p>A guide to the Sumo Logic app for Amazon GuardDuty Benchmark.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/guardduty-benchmark.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/global-intelligence-guardduty">GI for Amazon GuardDuty</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/global-intelligence-guardduty')}>GI for Amazon GuardDuty</a></h4>
         <p>A guide to the Sumo Logic app for GI for Amazon GuardDuty.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/amazon-inspector.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/inspector">Amazon Inspector</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/inspector')}>Amazon Inspector</a></h4>
         <p>A guide to the Sumo Logic app for Amazon Inspector.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/inspector-classic.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/inspector-classic">Amazon Inspector App Classic</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/inspector-classic')}>Amazon Inspector App Classic</a></h4>
         <p>A guide to the Sumo Logic app for Amazon Inspector App Classic.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/kinesis.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/kinesis-streams">Amazon Kinesis - Streams Classic</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/kinesis-streams')}>Amazon Kinesis - Streams Classic</a></h4>
         <p>A guide to our app for Amazon Kinesis - Streams.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/amazon-opensearch-service-logo.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/amazon-opensearch">Amazon OpenSearch</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/amazon-opensearch')}>Amazon OpenSearch</a></h4>
         <p>Learn about the collection process for the Amazon OpenSearch Service.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/networkLoadBalancer.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/network-load-balancer">AWS Network Load Balancer</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/network-load-balancer')}>AWS Network Load Balancer</a></h4>
         <p>A guide to the Sumo Logic app for AWS Network Load Balancer.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/rds.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/rds">Amazon RDS</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/rds')}>Amazon RDS</a></h4>
         <p>A guide to the Sumo Logic app for Amazon RDS.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/redshift.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/redshift-ulm">Amazon Redshift ULM</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/redshift-ulm')}>Amazon Redshift ULM</a></h4>
         <p>A guide to our app for Amazon Redshift ULM.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/route53.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/route-53-resolver-security">Route53 Resolver Security</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/route-53-resolver-security')}>Route53 Resolver Security</a></h4>
         <p>A guide to our app for Route53 Resolver Security.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/s3-audit">Amazon S3 Audit</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/s3-audit')}>Amazon S3 Audit</a></h4>
         <p>A guide to the Sumo Logic app for Amazon S3 Audit.</p>
         </div>
       </div>
       <div className="box smallbox card">
         <div className="container">
         <img src={useBaseUrl('img/integrations/amazon-aws/security-qs.png')} alt="Thumbnail icon" width="50"/>
-        <h4><a href="/docs/integrations/amazon-aws/security-quickstart">Amazon Security QuickStart</a></h4>
+        <h4><a href={useBaseUrl('docs/integrations/amazon-aws/security-quickstart')}>Amazon Security QuickStart</a></h4>
         <p>A guide to our Security QuickStart app.</p>
         </div>
       </div>
           <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/ses.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/ses">Amazon SES</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/ses')}>Amazon SES</a></h4>
           <p>A guide to the Sumo Logic app for Amazon SES.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/sns.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/sns">Amazon SNS</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/sns')}>Amazon SNS</a></h4>
           <p>A guide to the Sumo Logic app for Amazon SNS.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/sqs.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/sqs">Amazon SQS</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/sqs')}>Amazon SQS</a></h4>
           <p>A guide to the Sumo Logic app for Amazon SQS.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/vpcflowlogs.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/vpc-flow-logs">VPC Flow Logs</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/vpc-flow-logs')}>VPC Flow Logs</a></h4>
           <p>A guide to the Sumo Logic app for Amazon VPC Flow Logs.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/pci-icon.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/vpc-flow-logs-pci-compliance">PCI Compliance - VPC Flow Logs</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/vpc-flow-logs-pci-compliance')}>PCI Compliance - VPC Flow Logs</a></h4>
           <p>A guide to our PCI app for VPC Flow Logs.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/AWS_API_Gateway.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/api-gateway">AWS API Gateway</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/api-gatewa')}>AWS API Gateway</a></h4>
           <p>A guide to the Sumo Logic app for AWS API Gateway.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/alb.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/application-load-balancer">AWS ALB</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/application-load-balancer')}>AWS ALB</a></h4>
           <p>A guide to our AWS Application Load Balancer app.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/clb.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/classic-load-balancer">AWS Classic Load Balancer</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/classic-load-balancer')}>AWS Classic Load Balancer</a></h4>
           <p>A guide to our Classic Load Balancer app.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/cloudtrail.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/cloudtrail">AWS CloudTrail</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/cloudtrail')}>AWS CloudTrail</a></h4>
           <p>A guide to the Sumo Logic app for AWS CloudTrail.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/gi-secops.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/global-intelligence-cloudtrail-secops">GI for AWS CloudTrail SecOps</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/global-intelligence-cloudtrail-secops')}>GI for AWS CloudTrail SecOps</a></h4>
           <p>A guide to the GI for AWS CloudTrail SecOps app.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/gi-devops.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/global-intelligence-cloudtrail-devops">GI for AWS CloudTrail DevOps</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/global-intelligence-cloudtrail-devops')}>GI for AWS CloudTrail DevOps</a></h4>
           <p>A guide to the GI for AWS CloudTrail DevOps app.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/pci-icon.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/cloudtrail-pci-compliance">PCI Compliance - CloudTrail</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/cloudtrail-pci-compliance')}>PCI Compliance - CloudTrail</a></h4>
           <p>A guide to our PCI CloudTrail app.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/AWS-Config.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/config">AWS Config</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/config')}>AWS Config</a></h4>
           <p>A guide to the Sumo Logic app for AWS Config.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src='https://s3.amazonaws.com/app_icons/AWS_Cost_Explorer.png' alt="icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/cost-explorer">AWS Cost Explorer</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/cost-explorer')}>AWS Cost Explorer</a></h4>
           <p>A guide to the Sumo Logic app for AWS Cost Explorer.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/AWS_EC2_CW_Metrics.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/ec2-cloudwatch-metrics">AWS EC2 CW Metrics</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/ec2-cloudwatch-metrics')}>AWS EC2 CW Metrics</a></h4>
           <p>A guide to our app for AWS EC2 CW Metrics.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/AWS_EC2_CW_Metrics.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/ec2-host-metrics">AWS EC2 Host Metrics</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/ec2-host-metrics')}>AWS EC2 Host Metrics</a></h4>
           <p>A guide to our app for AWS EC2 Host Metrics.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/lambda.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/lambda">AWS Lambda</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/lambda')}>AWS Lambda</a></h4>
           <p>A guide to the Sumo Logic app for AWS Lambda.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('/img/integrations/amazon-aws/network-firewall.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/network-firewall">AWS Network Firewall</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/network-firewall')}>AWS Network Firewall</a></h4>
           <p>A guide to our app for AWS Network Firewall.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
           <img src={useBaseUrl('img/integrations/amazon-aws/security-qs.png')} alt="Thumbnail icon" width="50"/>
-          <h4><a href="/docs/integrations/amazon-aws/security-hub">AWS Security Hub CSPM</a></h4>
+          <h4><a href={useBaseUrl('docs/integrations/amazon-aws/security-hub')}>AWS Security Hub CSPM</a></h4>
           <p>A guide to the Sumo Logic app for AWS Security Hub CSPM.</p>
           </div>
         </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/amazon-aws/waf.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/amazon-aws/waf">AWS WAF</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/amazon-aws/waf')}>AWS WAF</a></h4>
       <p>A guide to the Sumo Logic app for AWS WAF.</p>
       </div>
     </div>
     <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/amazon-aws/waf.png')} alt="Thumbnail icon" width="50"/>
-    <h5><a href="/docs/integrations/amazon-aws/cis-aws-foundations-benchmark">CIS AWS Foundations Benchmark App</a></h5>
+    <h5><a href={useBaseUrl('docs/integrations/amazon-aws/cis-aws-foundations-benchmark')}>CIS AWS Foundations Benchmark App</a></h5>
     <p>A guide to our CIS AWS Foundations Benchmark app.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/amazon-aws/waf.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/amazon-aws/threat-intel">AWS Foundations Benchmark App</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/amazon-aws/threat-intel')}>AWS Foundations Benchmark App</a></h4>
     <p>A guide to the Sumo Logic app for AWS Threat Intel.</p>
 </div>    
 </div>
diff --git a/docs/integrations/app-development/index.md b/docs/integrations/app-development/index.md
index 079b3cff53..1abce0db05 100644
--- a/docs/integrations/app-development/index.md
+++ b/docs/integrations/app-development/index.md
@@ -11,62 +11,62 @@ Sumo Logic provides apps for platforms and tools that support software developme
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/app-development/bitbucket"><img src={useBaseUrl('img/integrations/app-development/bitbucket.png')} alt="Thumbnail icon" width="55"/><h4>Bitbucket</h4></a>
+  <a href={useBaseUrl('docs/integrations/app-development/bitbucket')}><img src={useBaseUrl('img/integrations/app-development/bitbucket.png')} alt="Thumbnail icon" width="55"/><h4>Bitbucket</h4></a>
   <p>A guide to Sumo Logic apps for Bitbucket.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/app-development/github"><img src={useBaseUrl('img/integrations/app-development/GitHub.png')} alt="Thumbnail icon" width="55"/><h4>GitHub</h4></a>
+  <a href={useBaseUrl('docs/integrations/app-development/github')}><img src={useBaseUrl('img/integrations/app-development/GitHub.png')} alt="Thumbnail icon" width="55"/><h4>GitHub</h4></a>
   <p>A guide to Sumo Logic apps for GitHub.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/app-development/gitlab"><img src={useBaseUrl('img/integrations/app-development/gitlab.png')} alt="Thumbnail icon" width="55"/><h4>GitLab</h4></a>
+    <a href={useBaseUrl('docs/integrations/app-development/gitlab')}><img src={useBaseUrl('img/integrations/app-development/gitlab.png')} alt="Thumbnail icon" width="55"/><h4>GitLab</h4></a>
     <p>A guide to Sumo Logic apps for GitLab.</p>
     </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/app-development/jenkins"><img src={useBaseUrl('img/integrations/app-development/jenkins.png')} alt="Thumbnail icon" width="40"/><h4>Jenkins</h4></a>
+      <a href={useBaseUrl('docs/integrations/app-development/jenkins')}><img src={useBaseUrl('img/integrations/app-development/jenkins.png')} alt="Thumbnail icon" width="40"/><h4>Jenkins</h4></a>
       <p>A guide to Sumo Logic apps for Jenkins.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/app-development/jfrog-artifactory"><img src={useBaseUrl('img/integrations/app-development/jfrog-Artifactory.png')} alt="Thumbnail icon" width="90"/><h4>JFrog Artifactory</h4></a>
+      <a href={useBaseUrl('docs/integrations/app-development/jfrog-artifactory')}><img src={useBaseUrl('img/integrations/app-development/jfrog-Artifactory.png')} alt="Thumbnail icon" width="90"/><h4>JFrog Artifactory</h4></a>
       <p>A guide to Sumo Logic apps for JFrog Artifactory.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/app-development/jfrog-xray"><img src={useBaseUrl('img/integrations/app-development/jfrog-xray.png')} alt="Thumbnail icon" width="55"/><h4>JFrog Xray</h4></a>
+      <a href={useBaseUrl('docs/integrations/app-development/jfrog-xray')}><img src={useBaseUrl('img/integrations/app-development/jfrog-xray.png')} alt="Thumbnail icon" width="55"/><h4>JFrog Xray</h4></a>
       <p>A guide to Sumo Logic apps for JFrog Xray.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/app-development/jira.png')} alt="Thumbnail icon" width="50"/>
-      <a href="/docs/integrations/app-development/jira"><h4>Jira</h4></a>
+      <a href={useBaseUrl('docs/integrations/app-development/jira')}><h4>Jira</h4></a>
       <p>A guide to Sumo Logic apps for Jira.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/app-development/jira-cloud"><img src={useBaseUrl('img/integrations/app-development/jira.png')} alt="Thumbnail icon" width="50"/><h4>Jira Cloud</h4></a>
+      <a href={useBaseUrl('docs/integrations/app-development/jira-cloud')}><img src={useBaseUrl('img/integrations/app-development/jira.png')} alt="Thumbnail icon" width="50"/><h4>Jira Cloud</h4></a>
       <p>A guide to Sumo Logic apps for Jira Cloud.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/app-development/jmx"><img src={useBaseUrl('img/integrations/app-development/jmx.png')} alt="Thumbnail icon" width="50"/><h4>JMX</h4></a>
+      <a href={useBaseUrl('docs/integrations/app-development/jmx')}><img src={useBaseUrl('img/integrations/app-development/jmx.png')} alt="Thumbnail icon" width="50"/><h4>JMX</h4></a>
       <p>A guide to Sumo Logic apps for JMX.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/app-development/puppet"><img src={useBaseUrl('img/integrations/app-development/puppet.png')} alt="Thumbnail icon" width="50"/><h4>Puppet</h4></a>
+      <a href={useBaseUrl('docs/integrations/app-development/puppet')}><img src={useBaseUrl('img/integrations/app-development/puppet.png')} alt="Thumbnail icon" width="50"/><h4>Puppet</h4></a>
       <p>A guide to Sumo Logic apps for Puppet.</p>
       </div>
     </div>
diff --git a/docs/integrations/cloud-security-monitoring-analytics/index.md b/docs/integrations/cloud-security-monitoring-analytics/index.md
index 3af7325014..46714d15ce 100644
--- a/docs/integrations/cloud-security-monitoring-analytics/index.md
+++ b/docs/integrations/cloud-security-monitoring-analytics/index.md
@@ -16,63 +16,63 @@ import CisNote from '../../reuse/cis-note.md';
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/guardduty.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/amazon-guardduty/">Amazon GuardDuty</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/amazon-guardduty/')}>Amazon GuardDuty</a></h4>
   <p>A guide to Amazon GuardDuty Cloud Security Monitoring and Analytics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/SecMon_AWS_VPCFlow.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/amazon-vpc-flow">Amazon VPC Flow</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/amazon-vpc-flow')}>Amazon VPC Flow</a></h4>
   <p>A guide to the Sumo Logic app for Amazon VPC Flow.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/cloudtrail-security.png')} alt="Amazon CloudTrail - Cloud Security Monitoring and Analytics icon" width="55"/>
-      <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/aws-cloudtrail">Amazon CloudTrail</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/aws-cloudtrail')}>Amazon CloudTrail</a></h4>
       <p>A guide to the Sumo Logic app for Amazon CloudTrail - Cloud Security Monitoring and Analytics</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/security-qs.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/aws-security-hub">AWS Security Hub</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/aws-security-hub')}>AWS Security Hub</a></h4>
       <p>A guide to the Sumo Logic app for AWS Security Hub.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/waf.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/aws-waf">WAF</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/aws-waf')}>WAF</a></h4>
       <p>A guide to the Sumo Logic app for AWS WAF Security Analytics.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/SecMon_Linux.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/linux">Linux</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/linux')}>Linux</a></h4>
       <p>A guide to the Sumo Logic app for Linux Cloud Security Monitoring and Analytics.</p>
       </div>
     </div>
     <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/SecMon_Linux.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/opentelemetry/linux-opentelemetry">Linux - OpenTelemetry</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/opentelemetry/linux-opentelemetry')}>Linux - OpenTelemetry</a></h4>
   <p>A guide to the Sumo Logic app for Linux Cloud Security Monitoring and Analytics via OpenTelemetry filelog receiver.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/SecMon_PAN.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/palo-alto-firewall-9">Palo Alto Firewall 9</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/palo-alto-firewall-9')}>Palo Alto Firewall 9</a></h4>
       <p>A guide to the Sumo Logic app for Palo Alto Firewall 9 - Cloud Security Monitoring and Analytics.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/SecMon_PAN.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/palo-alto-firewall-10">Palo Alto Firewall 10</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/palo-alto-firewall-10')}>Palo Alto Firewall 10</a></h4>
       <p>A guide to the Sumo Logic app for Palo Alto Firewall 10 - Cloud Security Monitoring and Analytics.</p>
       </div>
     </div>
@@ -86,7 +86,7 @@ import CisNote from '../../reuse/cis-note.md';
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/SecMon_Windows.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/cloud-security-monitoring-analytics/windows">Windows</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/windows')}>Windows</a></h4>
       <p>A guide to the Sumo Logic app for Windows - Cloud Security Monitoring and Analytics.</p>
       </div>
     </div>
diff --git a/docs/integrations/containers-orchestration/index.md b/docs/integrations/containers-orchestration/index.md
index fb1f75b3dd..d707c90390 100644
--- a/docs/integrations/containers-orchestration/index.md
+++ b/docs/integrations/containers-orchestration/index.md
@@ -12,77 +12,77 @@ This guide has documentation Sumo apps for container management and orchestratio
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/activemq.png')} alt="Thumbnail icon" width="45"/>
-    <h4><a href="/docs/integrations/containers-orchestration/activemq">Active MQ</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/activemq')}>Active MQ</a></h4>
     <p>A guide to the Sumo Logic App for ActiveMQ.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/docker.png')} alt="Thumbnail icon" width="165"/>
-    <h4><a href="/docs/integrations/containers-orchestration/docker-community-edition">Docker Community Edition</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/docker-community-edition')}>Docker Community Edition</a></h4>
     <p>A guide to Sumo Logic app for Docker Community Edition.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/docker.png')} alt="Thumbnail icon" width="150"/>
-    <h4><a href="/docs/integrations/containers-orchestration/docker-ulm">Docker ULM</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/docker-ulm')}>Docker ULM</a></h4>
     <p>A guide to the Sumo Logic app for Docker ULM.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/kafka.png')} alt="Thumbnail icon" width="80"/>
-    <h4><a href="/docs/integrations/containers-orchestration/kafka">Kafka</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/kafka')}>Kafka</a></h4>
     <p>A guide to the Sumo Logic app for Kafka related features and technologies.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/strimzi.png')} alt="Thumbnail icon" width="100"/>
-    <h4><a href="/docs/integrations/containers-orchestration/strimzi-kafka">Strimzi Kafka</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/strimzi-kafka')}>Strimzi Kafka</a></h4>
     <p>A guide to collecting logs and metrics for Strimzi Kafka.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/containers-orchestration/kubernetes">Kubernetes</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/kubernetes')}>Kubernetes</a></h4>
     <p>A guide to the Sumo Logic app for Kubernetes.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/containers-orchestration/kubernetes-control-plane">Kubernetes Control Plane</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/kubernetes-control-plane')}>Kubernetes Control Plane</a></h4>
     <p>A guide to the Sumo Logic app for Kubernetes Control Pane.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/rabbitmq.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/containers-orchestration/rabbitmq">RabbitMQ</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/rabbitmq')}>RabbitMQ</a></h4>
     <p>A guide to the Sumo Logic app for RabbitMQ.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/vmware.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/containers-orchestration/vmware">VMware</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/vmware')}>VMware</a></h4>
     <p>A guide to the Sumo Logic app for VMware.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/vmware.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/containers-orchestration/vmware-legacy">VMware Legacy</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/vmware-legacy')}>VMware Legacy</a></h4>
     <p>A guide to the Sumo Logic app for VMware Legacy.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/containers-orchestration/vmware-tanzu.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/containers-orchestration/vmware-tanzu-application-service">VMware Tanzu Application Service</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/containers-orchestration/vmware-tanzu-application-service')}>VMware Tanzu Application Service</a></h4>
     <p>A guide to the Sumo Logic app for VMware Tanzu Application Service.</p>
     </div>
   </div>
diff --git a/docs/integrations/databases/index.md b/docs/integrations/databases/index.md
index e16136b5fa..1be3653f47 100644
--- a/docs/integrations/databases/index.md
+++ b/docs/integrations/databases/index.md
@@ -9,67 +9,106 @@ import useBaseUrl from '@docusaurus/useBaseUrl';
 This guide has documentation for Sumo apps for database servers.
 
 <div className="box-wrapper" >
-<div className="box smallbox card">
-  <div className="container">
-  <a href="/docs/integrations/databases/cassandra"><img src={useBaseUrl('img/integrations/databases/cassandra.png')} alt="Thumbnail icon" width="75"/><h4>Cassandra</h4></a>
-  <p>Monitor the availability, performance, health, and resource utilization of your Cassandra clusters.</p>
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/cassandra')}>
+        <img src={useBaseUrl('img/integrations/databases/cassandra.png')} alt="Thumbnail icon" width="75"/>
+        <h4>Cassandra</h4>
+      </a>
+      <p>Monitor the availability, performance, health, and resource utilization of your Cassandra clusters.</p>
+    </div>
   </div>
-</div>
-<div className="box smallbox card">
-  <div className="container">
-  <a href="/docs/integrations/databases/couchbase"><img src={useBaseUrl('img/integrations/databases/couchbase-logo.png')} alt="Thumbnail icon" width="75"/><h4>Couchbase</h4></a>
-  <p>Monitor Couchbase cluster activity, errors, and health.</p>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/couchbase')}>
+        <img src={useBaseUrl('img/integrations/databases/couchbase-logo.png')} alt="Thumbnail icon" width="75"/>
+        <h4>Couchbase</h4>
+      </a>
+      <p>Monitor Couchbase cluster activity, errors, and health.</p>
+    </div>
   </div>
-</div>
-    <div className="box smallbox card">
+
+  <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/databases/elasticsearch"><img src={useBaseUrl('img/integrations/databases/elasticsearch.png')} alt="Thumbnail icon" width="75"/><h4>Elasticsearch</h4></a>
+      <a href={useBaseUrl('docs/integrations/databases/elasticsearch')}>
+        <img src={useBaseUrl('img/integrations/databases/elasticsearch.png')} alt="Thumbnail icon" width="75"/>
+        <h4>Elasticsearch</h4>
+      </a>
       <p>Monitor the availability, performance, health, and resource utilization of your Elasticsearch clusters.</p>
-      </div>
     </div>
-    <div className="box smallbox card">
-      <div className="container">
-      <a href="/docs/integrations/databases/elasticsearch"><img src={useBaseUrl('img/integrations/databases/mariadb.png')} alt="Thumbnail icon" width="95"/><h4>MariaDB</h4></a>
+  </div>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/mariadb')}>
+        <img src={useBaseUrl('img/integrations/databases/mariadb.png')} alt="Thumbnail icon" width="95"/>
+        <h4>MariaDB</h4>
+      </a>
       <p>Monitor the availability, performance, and resource utilization of your MariaDB clusters.</p>
-      </div>
     </div>
-    <div className="box smallbox card">
-      <div className="container">
-      <a href="/docs/integrations/databases/memcached"><img src={useBaseUrl('img/integrations/databases/memcached.png')} alt="Thumbnail icon" width="75"/><h4>Memcached</h4></a>
+  </div>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/memcached')}>
+        <img src={useBaseUrl('img/integrations/databases/memcached.png')} alt="Thumbnail icon" width="75"/>
+        <h4>Memcached</h4>
+      </a>
       <p>Monitor the availability, performance, health, and resource utilization of your Memcached clusters.</p>
-      </div>
     </div>
-    <div className="box smallbox card">
-      <div className="container">
-      <a href="/docs/integrations/databases/mongodb"><img src={useBaseUrl('img/integrations/databases/mongodb.png')} alt="Thumbnail icon" width="150"/><h4>MongoDB</h4></a>
+  </div>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/mongodb')}>
+        <img src={useBaseUrl('img/integrations/databases/mongodb.png')} alt="Thumbnail icon" width="150"/>
+        <h4>MongoDB</h4>
+      </a>
       <p>Insight into overall system health, queries, logins, connections, errors and warnings, replication, and sharding.</p>
-      </div>
     </div>
-    <div className="box smallbox card">
-      <div className="container">
-      <a href="/docs/integrations/databases/mongodb-atlas">  <img src={useBaseUrl('img/integrations/databases/mongodbatlas.png')} alt="Thumbnail icon" width="75"/><h4>MongoDB Atlas</h4></a>
+  </div>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/mongodb-atlas')}>
+        <img src={useBaseUrl('img/integrations/databases/mongodbatlas.png')} alt="Thumbnail icon" width="75"/>
+        <h4>MongoDB Atlas</h4>
+      </a>
       <p>Visibility into the security posture of your clusters, performance KPIs, and database operational activities.</p>
-      </div>
     </div>
-    <div className="box smallbox card">
-      <div className="container">
-      <a href="/docs/integrations/databases/mysql"><img src={useBaseUrl('img/integrations/databases/mysql.png')} alt="Thumbnail icon" width="75"/><h4>MySQL</h4></a>
+  </div>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/mysql')}>
+        <img src={useBaseUrl('img/integrations/databases/mysql.png')} alt="Thumbnail icon" width="75"/>
+        <h4>MySQL</h4>
+      </a>
       <p>Gain insight into the health of your MySQL servers, replication status, and errors.</p>
-      </div>
     </div>
-    <div className="box smallbox card">
-      <div className="container">
-      <a href="/docs/integrations/databases/postgresql"><img src={useBaseUrl('img/integrations/databases/postgresql.png')} alt="Thumbnail icon" width="45"/><h4>PostgreSQL</h4></a>
+  </div>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/postgresql')}>
+        <img src={useBaseUrl('img/integrations/databases/postgresql.png')} alt="Thumbnail icon" width="45"/>
+        <h4>PostgreSQL</h4>
+      </a>
       <p>Track your performance, logins, connections, errors, and overall system health.</p>
-      </div>
     </div>
-    <div className="box smallbox card">
-      <div className="container">
-      <a href="/docs/integrations/databases/redis"><img src={useBaseUrl('img/integrations/databases/redis.png')} alt="Thumbnail icon" width="75"/><h4>Redis</h4></a>
+  </div>
+
+  <div className="box smallbox card">
+    <div className="container">
+      <a href={useBaseUrl('docs/integrations/databases/redis')}>
+        <img src={useBaseUrl('img/integrations/databases/redis.png')} alt="Thumbnail icon" width="75"/>
+        <h4>Redis</h4>
+      </a>
       <p>Monitor the state of your Redis database cluster.</p>
-      </div>
     </div>
   </div>
+</div>
 
 <br/>
 
diff --git a/docs/integrations/global-intelligence/index.md b/docs/integrations/global-intelligence/index.md
index be609b22e1..68a44f03d2 100644
--- a/docs/integrations/global-intelligence/index.md
+++ b/docs/integrations/global-intelligence/index.md
@@ -13,57 +13,56 @@ Our Global Intelligence Service apps provide security teams with valuable real-t
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <img src={useBaseUrl('img/integrations/web-servers/gi-apache1.png')} alt="icon" width="65"/>
-  <h4><a href="/docs/integrations/global-intelligence/apache">Global Intelligence for Apache</a></h4>
+  <a href={useBaseUrl('docs/integrations/global-intelligence/apache')}><img src={useBaseUrl('img/integrations/web-servers/gi-apache1.png')} alt="icon" width="65"/><h4>Global Intelligence for Apache</h4></a>
   <p>A guide to the Sumo Logic app for GI for Apache.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/gi-apache.png')} alt="icon" width="65"/>
-  <h4><a href="/docs/integrations/global-intelligence/apache-tomcat">Global Intelligence for Apache Tomcat</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/global-intelligence/apache-tomcat')}>Global Intelligence for Apache Tomcat</a></h4>
   <p>A guide to the Sumo Logic app for GI for Apache Tomcat.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="60"/>
-  <h4><a href="/docs/integrations/global-intelligence/kubernetes-devops">Global Intelligence for Kubernetes DevOps</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/global-intelligence/kubernetes-devops')}>Global Intelligence for Kubernetes DevOps</a></h4>
   <p>A guide to the Sumo Logic app for GI for Kubernetes DevOps.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="Thumbnail icon" width="150"/>
-    <h4><a href="/docs/integrations/global-intelligence/nginx">Global Intelligence for Nginx</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/global-intelligence/nginx')}>Global Intelligence for Nginx</a></h4>
     <p>A guide to the Sumo Logic app for GI for Nginx.</p>
     </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="50"/>
-  <h4><a href="/docs/cse/records-signals-entities-insights/global-intelligence-security-insights">Global Intelligence for Security Insights</a></h4>
+  <h4><a href={useBaseUrl('docs/cse/records-signals-entities-insights/global-intelligence-security-insights')}>Global Intelligence for Security Insights</a></h4>
   <p>A guide to the Sumo Logic app for GI for Security Insights (Cloud SIEM).</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/gi-devops.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/global-intelligence-cloudtrail-devops">Global Intelligence for AWS CloudTrail DevOps</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/global-intelligence-cloudtrail-devops')}>Global Intelligence for AWS CloudTrail DevOps</a></h4>
   <p>A guide to the Sumo Logic app for GI for AWS CloudTrail DevOps.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/gi-secops.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/global-intelligence-cloudtrail-secops">Global Intelligence for AWS CloudTrail SecOps</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/global-intelligence-cloudtrail-secops')}>Global Intelligence for AWS CloudTrail SecOps</a></h4>
   <p>A guide to the Sumo Logic app for GI for AWS CloudTrail SecOps.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/amazon-aws/gi-guardduty.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/global-intelligence-guardduty">Global Intelligence for Amazon GuardDuty</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/global-intelligence-guardduty')}>Global Intelligence for Amazon GuardDuty</a></h4>
   <p>A guide to the Sumo Logic app for GI for Amazon GuardDuty.</p>
   </div>
   </div>
diff --git a/docs/integrations/google/index.md b/docs/integrations/google/index.md
index 7b9f65fc45..a2ebe96db1 100644
--- a/docs/integrations/google/index.md
+++ b/docs/integrations/google/index.md
@@ -11,341 +11,341 @@ This guide has documentation for all of the apps that Sumo Logic provides for Go
 <div className="box-wrapper" >
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-alloydb-for-postgresql"><img src={useBaseUrl('img/integrations/google/GoogleCloudAlloyDBforPostgreSQL.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud AlloyDB for PostgreSQL</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-alloydb-for-postgresql')}><img src={useBaseUrl('img/integrations/google/GoogleCloudAlloyDBforPostgreSQL.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud AlloyDB for PostgreSQL</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud AlloyDB for PostgreSQL.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-api-gateway"><img src={useBaseUrl('img/integrations/google/GoogleCloudAPIGateway.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud API Gateway</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-api-gateway')}><img src={useBaseUrl('img/integrations/google/GoogleCloudAPIGateway.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud API Gateway</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud API Gateway.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-apis"><img src={useBaseUrl('img/integrations/google/GoogleCloudAPIs.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud APIs</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-apis')}><img src={useBaseUrl('img/integrations/google/GoogleCloudAPIs.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud APIs</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud APIs.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudArmor.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-armor"><h4>Google Cloud Armor</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-armor')}><h4>Google Cloud Armor</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Armor.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleAutoScaler.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-auto-scaler"><h4>Google Cloud Auto Scaler</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-auto-scaler')}><h4>Google Cloud Auto Scaler</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Auto Scaler.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudBackupforGKE.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-backup-for-gke"><h4>Google Cloud Backup for GKE</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-backup-for-gke')}><h4>Google Cloud Backup for GKE</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Backup for GKE.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudBigQueryBIEngine.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-bigquery-bi-engine"><h4>Google Cloud BigQuery BI Engine</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-bigquery-bi-engine')}><h4>Google Cloud BigQuery BI Engine</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud BigQuery BI Engine.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudBigtable.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-bigtable"><h4>Google Cloud Bigtable</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-bigtable')}><h4>Google Cloud Bigtable</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Bigtable.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudCertificateAuthorityService.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-certificate-authority-service"><h4>Google Cloud Certificate Authority Service</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-certificate-authority-service')}><h4>Google Cloud Certificate Authority Service</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Certificate Authority Service.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudCertificateManager.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-certificate-manager"><h4>Google Cloud Certificate Manager</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-certificate-manager')}><h4>Google Cloud Certificate Manager</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Certificate Manager.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudComposer.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-composer"><h4>Google Cloud Composer</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-composer')}><h4>Google Cloud Composer</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Composer.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudDataflow.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-dataflow"><h4>Google Cloud Dataflow</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-dataflow')}><h4>Google Cloud Dataflow</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Dataflow.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudDataprocMetastore.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-dataproc-metastore"><h4>Google Cloud Dataproc Metastore</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-dataproc-metastore')}><h4>Google Cloud Dataproc Metastore</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Dataproc Metastore.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudDataproc.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-dataproc"><h4>Google Cloud Dataproc</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-dataproc')}><h4>Google Cloud Dataproc</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Dataproc.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudDatastore.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-datastore"><h4>Google Cloud Datastore</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-datastore')}><h4>Google Cloud Datastore</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Datastore.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudDatastream.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-datastream"><h4>Google Cloud Datastream</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-datastream')}><h4>Google Cloud Datastream</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Datastream.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudDeploy.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-deploy"><h4>Google Cloud Deploy</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-deploy')}><h4>Google Cloud Deploy</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Deploy.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudFilestore.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-filestore"><h4>Google Cloud Filestore</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-filestore')}><h4>Google Cloud Filestore</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Filestore.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudFirebase.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-firebase"><h4>Google Cloud Firebase</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-firebase')}><h4>Google Cloud Firebase</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Firebase.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudFireStore.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-firestore"><h4>Google Cloud Firestore</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-firestore')}><h4>Google Cloud Firestore</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Firestore.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudFleetEngine.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-fleet-engine"><h4>Google Cloud Fleet Engine</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-fleet-engine')}><h4>Google Cloud Fleet Engine</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Fleet Engine.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudInterconnect.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-interconnect"><h4>Google Cloud Interconnect</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-interconnect')}><h4>Google Cloud Interconnect</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Interconnect.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudLogging.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-logging"><h4>Google Cloud Logging</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-logging')}><h4>Google Cloud Logging</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Logging.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudMemorystoreforRedis.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-memorystore-for-redis"><h4>Google Cloud Memorystore for Redis</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-memorystore-for-redis')}><h4>Google Cloud Memorystore for Redis</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Memorystore for Redis.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/gcp_netapp.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-net-app-cloud-volumes-service"><h4>Google Cloud Net App Cloud Volumes Service</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-net-app-cloud-volumes-service')}><h4>Google Cloud Net App Cloud Volumes Service</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Net App Cloud Volumes Service.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudNetworkTopology.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-network-topology"><h4>Google Cloud Network Topology</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-network-topology')}><h4>Google Cloud Network Topology</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Network Topology.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GooglePubSub.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-pub-sub"><h4>Google Cloud Pub Sub</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-pub-sub')}><h4>Google Cloud Pub Sub</h4></a>
     <p>A guide to the Sumo Logic app forGoogle Cloud Pub Sub.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/google/GoogleCloudRouter.png')} alt="Thumbnail icon" width="55"/>
-    <a href="/docs/integrations/google/cloud-router"><h4>Google Cloud Router</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-router')}><h4>Google Cloud Router</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Router.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-run"><img src={useBaseUrl('img/integrations/google/GoogleCloudRun.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Run</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-run')}><img src={useBaseUrl('img/integrations/google/GoogleCloudRun.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Run</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Run.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-security-command-center"><img src={useBaseUrl('img/integrations/google/google-cloud-security-command-center.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Security Command Center</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-security-command-center')}><img src={useBaseUrl('img/integrations/google/google-cloud-security-command-center.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Security Command Center</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Security Command Center.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-spanner"><img src={useBaseUrl('img/integrations/google/GoogleCloudSpanner.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Spanner</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-spanner')}><img src={useBaseUrl('img/integrations/google/GoogleCloudSpanner.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Spanner</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Spanner.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-tasks"><img src={useBaseUrl('img/integrations/google/GoogleCloudTasks.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Tasks</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-tasks')}><img src={useBaseUrl('img/integrations/google/GoogleCloudTasks.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Tasks</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Tasks.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">  
-    <a href="/docs/integrations/google/cloud-tpu"><img src={useBaseUrl('img/integrations/google/GoogleCloudTPU.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud TPU</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-tpu')}><img src={useBaseUrl('img/integrations/google/GoogleCloudTPU.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud TPU</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud TPU.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">  
-    <a href="/docs/integrations/google/cloud-trace"><img src={useBaseUrl('img/integrations/google/GoogleCloudTrace.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Trace</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-trace')}><img src={useBaseUrl('img/integrations/google/GoogleCloudTrace.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Trace</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Trace.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">  
-    <a href="/docs/integrations/google/cloud-traffic-director"><img src={useBaseUrl('img/integrations/google/GoogleCloudTrafficDirector.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Traffic Director</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-traffic-director')}><img src={useBaseUrl('img/integrations/google/GoogleCloudTrafficDirector.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Traffic Director</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Traffic Director.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">  
-    <a href="/docs/integrations/google/cloud-vertex-ai"><img src={useBaseUrl('img/integrations/google/GoogleCloudVertexAI.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Vertex AI</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-vertex-ai')}><img src={useBaseUrl('img/integrations/google/GoogleCloudVertexAI.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud Vertex AI</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud Vertex AI.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/cloud-vpn">  <img src={useBaseUrl('img/integrations/google/GoogleCloudVPN.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud VPN</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/cloud-vpn')}><img src={useBaseUrl('img/integrations/google/GoogleCloudVPN.png')} alt="Thumbnail icon" width="55"/><h4>Google Cloud VPN</h4></a>
     <p>A guide to the Sumo Logic app for Google Cloud VPN.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">  
-    <a href="/docs/integrations/google/app-engine"><img src={useBaseUrl('img/integrations/google/appengine.png')} alt="Thumbnail icon" width="55"/><h4>Google App Engine</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/app-engine')}><img src={useBaseUrl('img/integrations/google/appengine.png')} alt="Thumbnail icon" width="55"/><h4>Google App Engine</h4></a>
     <p>A guide to the Sumo Logic app for Google App Engine.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">  
-    <a href="/docs/integrations/google/bigquery"><img src={useBaseUrl('img/integrations/google/bigquery.png')} alt="Thumbnail icon" width="50"/><h4>Google BigQuery</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/bigquery')}><img src={useBaseUrl('img/integrations/google/bigquery.png')} alt="Thumbnail icon" width="50"/><h4>Google BigQuery</h4></a>
     <p>A guide to the Sumo Logic app for Google BigQuery.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/cloudaudit.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/google/cloud-audit">Google Cloud Audit</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/cloud-audit')}>Google Cloud Audit</a></h4>
       <p>A guide to the Sumo Logic app for Google Cloud Audit.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/firewall.png')} alt="Thumbnail icon" width="60"/>
-      <h4><a href="/docs/integrations/google/cloud-firewall">Google Cloud Firewall</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/cloud-firewall')}>Google Cloud Firewall</a></h4>
       <p>A guide to the Sumo Logic app for Google Cloud Firewall.</p>
     </div>
   </div>
   <div className="box smallbox card">
       <div className="container">      
-      <a href="/docs/integrations/google/cloud-bigtable"><img src={useBaseUrl('img/integrations/google/GoogleCloudBigtable.png')} alt="Thumbnail icon" width="50"/><h4>Google Cloud Bigtable</h4></a>
+      <a href={useBaseUrl('docs/integrations/google/cloud-bigtable')}><img src={useBaseUrl('img/integrations/google/GoogleCloudBigtable.png')} alt="Thumbnail icon" width="50"/><h4>Google Cloud Bigtable</h4></a>
       <p>A guide to the Sumo Logic app for Google Cloud Bigtable.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/integrations/google/cloud-functions"><img src={useBaseUrl('img/integrations/google/functions.png')} alt="Thumbnail icon" width="50"/><h4>Google Cloud Functions</h4></a>
+      <a href={useBaseUrl('docs/integrations/google/cloud-functions')}><img src={useBaseUrl('img/integrations/google/functions.png')} alt="Thumbnail icon" width="50"/><h4>Google Cloud Functions</h4></a>
       <p>A guide to the Sumo Logic app for Google Cloud Functions.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/iam.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/google/cloud-iam">Google Cloud IAM</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/cloud-iam')}>Google Cloud IAM</a></h4>
       <p>A guide to the Sumo Logic app for Google Cloud IAM.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/clb.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/google/cloud-load-balancing">Google Cloud Load Balancing</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/cloud-load-balancing')}>Google Cloud Load Balancing</a></h4>
       <p>A guide to the Sumo Logic app for Google Cloud Load Balancing.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/sql.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/google/cloud-sql">Google Cloud SQL</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/cloud-sql')}>Google Cloud SQL</a></h4>
       <p>A guide to the Sumo Logic app for Google Cloud SQL.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/storage.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/google/cloud-storage">Google Cloud Storage</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/cloud-storage')}>Google Cloud Storage</a></h4>
       <p>A guide to the Sumo Logic app for Google Cloud Storage.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/vpc.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/google/cloud-vpc">Google Cloud VPC</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/cloud-vpc')}>Google Cloud VPC</a></h4>
       <p>A guide to the Sumo Logic app for Google Cloud VPC.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-          <a href="/docs/integrations/google/compute-engine">  <img src={useBaseUrl('img/integrations/google/ce.png')} alt="Thumbnail icon" width="50"/><h4>Google Compute Engine</h4></a>
+      <a href={useBaseUrl('docs/integrations/google/compute-engine')}><img src={useBaseUrl('img/integrations/google/ce.png')} alt="Thumbnail icon" width="50"/><h4>Google Compute Engine</h4></a>
       <p>A guide to the Sumo Logic app for Google Compute Engine.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/integrations/google/k8s.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/google/kubernetes-engine">Google Kubernetes Engine (GKE)</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/kubernetes-engine')}>Google Kubernetes Engine (GKE)</a></h4>
       <p>A guide to the Sumo Logic app for Google Kubernetes Engine.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
       <img src={useBaseUrl('img/send-data/Google_Workspace_Logo.svg')} alt="thumbnail icon" width="150"/>
-      <h4><a href="/docs/integrations/google/workspace">Google Workspace</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/google/workspace')}>Google Workspace</a></h4>
       <p>A guide to the Sumo Logic app for Google Workspace.</p>
     </div>
   </div>
diff --git a/docs/integrations/hosts-operating-systems/index.md b/docs/integrations/hosts-operating-systems/index.md
index a6ee85c784..030ee9aacc 100644
--- a/docs/integrations/hosts-operating-systems/index.md
+++ b/docs/integrations/hosts-operating-systems/index.md
@@ -14,28 +14,28 @@ If you're looking for an app for Microsoft Windows, see [Microsoft and Azure](/d
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/hosts-operating-systems/HostMetrics.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/hosts-operating-systems/host-metrics">Host Metrics</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/hosts-operating-systems/host-metrics')}>Host Metrics</a></h4>
   <p>A guide to the Sumo Logic app for Host Metrics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/hosts-operating-systems/hostAndProcessMetrics.png')} alt="Thumbnail icon" width="53"/>
-  <h4><a href="/docs/integrations/hosts-operating-systems/host-process-metrics">Host and Process Metrics</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/hosts-operating-systems/host-process-metrics')}>Host and Process Metrics</a></h4>
   <p>A guide to the Sumo Logic app for Host and Process Metrics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/hosts-operating-systems/linux">Linux</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/hosts-operating-systems/linux')}>Linux</a></h4>
   <p>A guide to the Sumo Logic app for Linux.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/hosts-operating-systems/linux-performance">Linux Performance (Deprecated)</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/hosts-operating-systems/linux-performance')}>Linux Performance (Deprecated)</a></h4>
   <p>A guide to the Sumo Logic app for Linux Performance.</p>
   </div>
 </div>
diff --git a/docs/integrations/index.md b/docs/integrations/index.md
index 42f6c5d2f1..7a72bcf7ad 100644
--- a/docs/integrations/index.md
+++ b/docs/integrations/index.md
@@ -50,121 +50,121 @@ Watch this tutorial to learn how to use our **App Catalog**.
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/product-list/"><img src={useBaseUrl('img/icons/integrations.png')} alt="Thumbnail icon" width="40"/><h4>Product List</h4></a>
+  <a href={useBaseUrl('docs/integrations/product-list')}><img src={useBaseUrl('img/icons/integrations.png')} alt="Thumbnail icon" width="40"/><h4>Product List</h4></a>
   <p>A list of all the products that Sumo Logic integrates with.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/amazon-aws/"><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="Thumbnail icon" width="65"/><h4>Amazon/AWS</h4></a>
+  <a href={useBaseUrl('docs/integrations/amazon-aws/')}><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="Thumbnail icon" width="65"/><h4>Amazon/AWS</h4></a>
   <p>A guide to Sumo Logic apps for Amazon and AWS products.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/microsoft-azure/"><img src={useBaseUrl('img/integrations/microsoft-azure/microsoft-logo.png')} alt="Thumbnail icon" width="50"/><h4>Microsoft/Azure</h4></a>
+  <a href={useBaseUrl('docs/integrations/microsoft-azure/')}><img src={useBaseUrl('img/integrations/microsoft-azure/microsoft-logo.png')} alt="Thumbnail icon" width="50"/><h4>Microsoft/Azure</h4></a>
   <p>A guide to Sumo Logic apps for Microsoft and Azure.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/google/"><img src={useBaseUrl('img/integrations/google/google-logo.png')} alt="Thumbnail icon" width="40"/><h4>Google</h4></a>
+    <a href={useBaseUrl('docs/integrations/google/')}><img src={useBaseUrl('img/integrations/google/google-logo.png')} alt="Thumbnail icon" width="40"/><h4>Google</h4></a>
     <p>A guide to Sumo Logic apps for Google products, such as Workspace.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/integrations/app-development"><img src={useBaseUrl('img/icons/operations/app-stack.png')} alt="Thumbnail icon" width="50"/><h4>App Development</h4></a>
+    <a href={useBaseUrl('docs/integrations/app-development')}><img src={useBaseUrl('img/icons/operations/app-stack.png')} alt="Thumbnail icon" width="50"/><h4>App Development</h4></a>
     <p>Monitor your platforms and tools that support software development and automation.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/containers-orchestration"><img src={useBaseUrl('img/integrations/containers-orchestration/containers.png')} alt="Thumbnail icon" width="50"/><h4>Containers</h4></a>
+  <a href={useBaseUrl('docs/integrations/containers-orchestration')}><img src={useBaseUrl('img/integrations/containers-orchestration/containers.png')} alt="Thumbnail icon" width="50"/><h4>Containers</h4></a>
   <p>A guide to Sumo Logic apps for container management, such as Kubernetes and Docker.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/cloud-security-monitoring-analytics/"><img src={useBaseUrl('img/icons/security/security.png')} alt="icon" width="45"/><h4>Cloud Security Monitoring/Analytics</h4></a>
+  <a href={useBaseUrl('docs/integrations/cloud-security-monitoring-analytics/')}><img src={useBaseUrl('img/icons/security/security.png')} alt="icon" width="45"/><h4>Cloud Security Monitoring/Analytics</h4></a>
   <p>A guide to Sumo Logic apps for cloud security data source.</p>
   </div>
 </div>
 <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/databases"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Thumbnail icon" width="55"/><h4>Database Servers</h4></a>
+    <a href={useBaseUrl('docs/integrations/databases')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="Thumbnail icon" width="55"/><h4>Database Servers</h4></a>
     <p>A guide to Sumo Logic apps for database servers, such as Oracle and MongoDB.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/integrations/global-intelligence"><img src={useBaseUrl('img/global-intelligence/gis.svg')} alt="icon" width="35"/><h4>Global Intelligence</h4></a>
+    <a href={useBaseUrl('docs/integrations/global-intelligence')}><img src={useBaseUrl('img/global-intelligence/gis.svg')} alt="icon" width="35"/><h4>Global Intelligence</h4></a>
     <p>Sumo Logic apps for Global Intelligence provide valuable real-time security intelligence.</p>
     </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/hosts-operating-systems"><img src={useBaseUrl('img/integrations/hosts-operating-systems/hosts.png')} alt="Thumbnail icon" width="45"/><h4>Hosts and Operating Systems</h4></a>
+  <a href={useBaseUrl('docs/integrations/hosts-operating-systems')}><img src={useBaseUrl('img/integrations/hosts-operating-systems/hosts.png')} alt="Thumbnail icon" width="45"/><h4>Hosts and Operating Systems</h4></a>
   <p>Monitor host metrics and the Linux OS.</p>
   </div>
 </div>
 <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/integrations/sumo-apps/"><img src={useBaseUrl('img/icons/security/PCI-compliance.png')} alt="PCI Compliance icon" width="45"/><h4>PCI Compliance</h4></a>
+   <a href={useBaseUrl('docs/integrations/sumo-apps/')}><img src={useBaseUrl('img/icons/security/PCI-compliance.png')} alt="PCI Compliance icon" width="45"/><h4>PCI Compliance</h4></a>
    <p>Meet evolving PCI requirements without the data hassle.</p>
    </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/saas-cloud"><img src={useBaseUrl('img/icons/business/SaaS.png')} alt="Thumbnail icon" width="40"/><h4>SaaS/Cloud</h4></a>
+  <a href={useBaseUrl('docs/integrations/saas-cloud')}><img src={useBaseUrl('img/icons/business/SaaS.png')} alt="Thumbnail icon" width="40"/><h4>SaaS/Cloud</h4></a>
   <p>Learn about Sumo Logic apps for SaaS and Cloud applications.</p>
  </div>
 </div>
 <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/integrations/saml/"><img src={useBaseUrl('img/integrations/saml/saml.png')} alt="Thumbnail icon" width="50"/><h4>SAML</h4></a>
+   <a href={useBaseUrl('docs/integrations/saml/')}><img src={useBaseUrl('img/integrations/saml/saml.png')} alt="Thumbnail icon" width="50"/><h4>SAML</h4></a>
    <p>A guide to Sumo Logic apps for SAML.</p>
    </div>
 </div>
 <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/integrations/security-threat-detection"><img src={useBaseUrl('img/icons/security/detect-insider-threats.png')} alt="thumbnail icon" width="45"/><h4>Security and Threat Detection</h4></a>
+   <a href={useBaseUrl('docs/integrations/security-threat-detection')}><img src={useBaseUrl('img/icons/security/detect-insider-threats.png')} alt="thumbnail icon" width="45"/><h4>Security and Threat Detection</h4></a>
    <p>Learn about Sumo apps for Security and Threat Detection.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/sumo-apps/"><img src={useBaseUrl('img/integrations/sumo-apps/sumoapps.png')} alt="Thumbnail icon" width="60"/><h4>Sumo Logic Apps</h4></a>
+  <a href={useBaseUrl('docs/integrations/sumo-apps/')}><img src={useBaseUrl('img/integrations/sumo-apps/sumoapps.png')} alt="Thumbnail icon" width="60"/><h4>Sumo Logic Apps</h4></a>
   <p>Use these apps to monitor your Sumo Logic org activities and data volume.</p>
   </div>
 </div>
 <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/integrations/web-servers/"><img src={useBaseUrl('img/icons/operations/server.png')} alt="Thumbnail icon" width="50"/><h4>Web Servers</h4></a>
+    <a href={useBaseUrl('docs/integrations/web-servers/')}><img src={useBaseUrl('img/icons/operations/server.png')} alt="Thumbnail icon" width="50"/><h4>Web Servers</h4></a>
     <p>A guide to Sumo Logic apps for web servers, such as Apache, Nginx, and Squid Proxy.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/account-plans/"><img src={useBaseUrl('img/icons/business/flexible-licensing.png')} alt="Thumbnail icon" width="70"/><h4>Apps for Sumo Logic Account Plans</h4></a>
+  <a href={useBaseUrl('docs/integrations/account-plans/')}><img src={useBaseUrl('img/icons/business/flexible-licensing.png')} alt="Thumbnail icon" width="70"/><h4>Apps for Sumo Logic Account Plans</h4></a>
   <p>Apps for various Sumo Logic account plans.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/community-ecosystem-apps"><img src={useBaseUrl('img/icons/general/community.png')} alt="Thumbnail icon" width="70"/><h4>Community Ecosystem Apps</h4></a>
+  <a href={useBaseUrl('docs/integrations/community-ecosystem-apps')}><img src={useBaseUrl('img/icons/general/community.png')} alt="Thumbnail icon" width="70"/><h4>Community Ecosystem Apps</h4></a>
   <p>Community Ecosystem Apps Listing and program description.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/partner-ecosystem-apps"><img src={useBaseUrl('img/integrations/PartnerEcosystem.png')} alt="Thumbnail icon" width="70"/><h4>Partner Ecosystem Apps</h4></a>
+  <a href={useBaseUrl('docs/integrations/partner-ecosystem-apps')}><img src={useBaseUrl('img/integrations/PartnerEcosystem.png')} alt="Thumbnail icon" width="70"/><h4>Partner Ecosystem Apps</h4></a>
   <p>Third-party Sumo Logic apps for partners including Auth0, CircleCI, and more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/partner-integrations"><img src={useBaseUrl('img/integrations/partner-integrations.png')} alt="Thumbnail icon" width="70"/><h4>Partner Integrations</h4></a>
+  <a href={useBaseUrl('docs/integrations/partner-integrations')}><img src={useBaseUrl('img/integrations/partner-integrations.png')} alt="Thumbnail icon" width="70"/><h4>Partner Integrations</h4></a>
   <p>Sumo Logic Partner Integrations are provided and supported by our partner network. </p>
   </div>
 </div>
diff --git a/docs/integrations/microsoft-azure/index.md b/docs/integrations/microsoft-azure/index.md
index 1dcfdd8d4a..8814e89536 100644
--- a/docs/integrations/microsoft-azure/index.md
+++ b/docs/integrations/microsoft-azure/index.md
@@ -12,105 +12,105 @@ This guide has documentation for all of the apps that Sumo Logic provides for Mi
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/microsoft-azure/active-directory-json">Active Directory JSON</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/active-directory-json')}>Active Directory JSON</a></h4>
   <p>A guide to the Sumo Logic app for Active Directory JSON.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/microsoft-azure/active-directory-json">Active Directory (Legacy)</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/active-directory-json')}>Active Directory (Legacy)</a></h4>
   <p>A guide to the Sumo Logic app for Active Directory (Legacy).</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/ad.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/microsoft-azure/active-directory-azure">Azure Active Directory</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/active-directory-azure')}>Azure Active Directory</a></h4>
   <p>A guide to the Sumo Logic app for Active Directory Azure.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-analysis-services.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-analysis-services">Azure Analysis Services</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-analysis-services')}>Azure Analysis Services</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Analysis Services.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-audit.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/audit">Azure Audit</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/audit')}>Azure Audit</a></h4>
   <p>A guide to the Sumo Logic app for Azure Audit.</p>
   </div>
 </div>
  <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-api-management.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-api-management">Azure API Management</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-api-management')}>Azure API Management</a></h4>
   <p>A guide to the Sumo Logic integration for Azure API Management.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-app-configuration.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-app-configuration">Azure App Configuration</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-app-configuration')}>Azure App Configuration</a></h4>
   <p>A guide to the Sumo Logic integration for Azure App Configuration.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-app-service-environment.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-app-service-environment">Azure App Service Environment</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-app-service-environment')}>Azure App Service Environment</a></h4>
   <p>A guide to the Sumo Logic integration for Azure App Service Environment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-app-service-plan.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-app-service-plan">Azure App Service Plan</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-app-service-plan')}>Azure App Service Plan</a></h4>
   <p>A guide to the Sumo Logic integration for Azure App Service Plan.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-application-gateway.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-application-gateway">Azure Application Gateway</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-application-gateway')}>Azure Application Gateway</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Application Gateway.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-automation.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-automation">Azure Automation</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-automation')}>Azure Automation</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Automation.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-backup.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-backup">Azure Backup</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-backup')}>Azure Backup</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Backup.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-batch.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-batch">Azure Batch</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-batch')}>Azure Batch</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Batch.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-cache-for-redis.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-cache-for-redis">Azure Cache for Redis</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-cache-for-redis')}>Azure Cache for Redis</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Cache for Redis.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-cognitive-search.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-cognitive-search">Azure Cognitive Search</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-cognitive-search')}>Azure Cognitive Search</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Cognitive Search.</p>
   </div>
 </div>
@@ -124,147 +124,147 @@ This guide has documentation for all of the apps that Sumo Logic provides for Mi
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-cosmos-db-for-postgresql.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-cosmos-db-for-postgresql">Azure Cosmos DB for PostgreSQL</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-cosmos-db-for-postgresql')}>Azure Cosmos DB for PostgreSQL</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Cosmos DB for PostgreSQL.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-cosmos-db.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-cosmos-db">Azure Cosmos DB</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-cosmos-db')}>Azure Cosmos DB</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Cosmos DB.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-data-explorer.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-data-explorer">Azure Data Explorer</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-data-explorer')}>Azure Data Explorer</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Data Explorer.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-data-factory.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-data-factory">Azure Data Factory</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-data-factory')}>Azure Data Factory</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Data Factory.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-database-for-mariadb.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-database-for-mariadb">Azure Database for MariaDB</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-database-for-mariadb')}>Azure Database for MariaDB</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Database for MariaDB.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-database-for-mysql.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-database-for-mysql">Azure Database for MySQL</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-database-for-mysql')}>Azure Database for MySQL</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Database for MySQL.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-database-for-postgresql.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-database-for-postgresql">Azure Database for PostgreSQL</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-database-for-postgresql')}>Azure Database for PostgreSQL</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Database for PostgreSQL.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-event-grid.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-event-grid">Azure Event Grid</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-event-grid')}>Azure Event Grid</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Event Grid.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-event-hubs.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-event-hubs">Azure Event Hubs</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-event-hubs')}>Azure Event Hubs</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Event Hubs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-front-door.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-front-door">Azure Front Door</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-front-door')}>Azure Front Door</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Front Door.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-functions.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-functions">Azure Functions</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-functions')}>Azure Functions</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Functions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-hdinsight.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-hdinsight">Azure HDInsight</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-hdinsight')}>Azure HDInsight</a></h4>
   <p>A guide to the Sumo Logic integration for Azure HDInsight.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-iot-hub.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-iot-hub">Azure IoT Hub</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-iot-hub')}>Azure IoT Hub</a></h4>
   <p>A guide to the Sumo Logic integration for Azure IoT Hub.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-key-vault.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-key-vault">Azure Key Vault</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-key-vault')}>Azure Key Vault</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Key Vault.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-load-balancer.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-load-balancer">Azure Load Balancer</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-load-balancer')}>Azure Load Balancer</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Load Balancer.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-logic-app.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-logic-app">Azure Logic App</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-logic-app')}>Azure Logic App</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Logic App.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-machine-learning.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-machine-learning">Azure Machine Learning</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-machine-learning')}>Azure Machine Learning</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Machine Learning.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-network-interface.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-network-interface">Azure Network Interface</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-network-interface')}>Azure Network Interface</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Network Interface.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-notification-hubs.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-notification-hubs">Azure Notification Hubs</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-notification-hubs')}>Azure Notification Hubs</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Notification Hubs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-public-ipAddress.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-public-ipAddress">Azure IP Addresses</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-public-ipAddress')}>Azure IP Addresses</a></h4>
   <p>A guide to the Sumo Logic integration for Azure IP Addresses.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-relay.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-relay">Azure Relay</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-relay')}>Azure Relay</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Relay.</p>
   </div>
 </div>
@@ -284,56 +284,56 @@ This guide has documentation for all of the apps that Sumo Logic provides for Mi
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-service-bus.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-service-bus">Azure Service Bus</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-service-bus')}>Azure Service Bus</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Service Bus.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-sql-elastic-pool.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-sql-elastic-pool">Azure SQL Elastic Pool</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-sql-elastic-pool')}>Azure SQL Elastic Pool</a></h4>
   <p>A guide to the Sumo Logic integration for Azure SQL Elastic Pool.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-sql-managed-instance.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-sql-managed-instance">Azure SQL Managed Instance</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-sql-managed-instance')}>Azure SQL Managed Instance</a></h4>
   <p>A guide to the Sumo Logic integration for Azure SQL Managed Instance.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-storage.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-storage">Azure Storage</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-storage')}>Azure Storage</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Storage.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-stream-analytics.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-stream-analytics">Azure Stream Analytics</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-stream-analytics')}>Azure Stream Analytics</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Stream Analytics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-synapse-analytics.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-synapse-analytics">Azure Synapse Analytics</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-synapse-analytics')}>Azure Synapse Analytics</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Synapse Analytics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/azure-virtual-network.png')} alt="Thumbnail icon" width="60"/>
-  <h4><a href="/docs/integrations/microsoft-azure/azure-virtual-network">Azure Virtual Network</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/azure-virtual-network')}>Azure Virtual Network</a></h4>
   <p>A guide to the Sumo Logic integration for Azure Virtual Network.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/k8s.png')} alt="Thumbnail icon" width="40"/>
-      <h4><a href="/docs/integrations/microsoft-azure/kubernetes">Azure Kubernetes Service Control Plane</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/kubernetes')}>Azure Kubernetes Service Control Plane</a></h4>
       <p>A guide to the Sumo Logic app for Azure Kubernetes Service Control Plane.</p>
       </div>
     </div>
@@ -347,91 +347,91 @@ This guide has documentation for all of the apps that Sumo Logic provides for Mi
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/network-watcher.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/microsoft-azure/network-watcher">Azure Network Watcher</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/network-watcher')}>Azure Network Watcher</a></h4>
       <p>A guide to the Sumo Logic app for Azure Network Watcher.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/sql.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/microsoft-azure/sql">Azure SQL</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/sql')}>Azure SQL</a></h4>
       <p>A guide to the Sumo Logic app for Azure SQL.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/webapps.png')} alt="Thumbnail icon" width="55"/>
-      <h4><a href="/docs/integrations/microsoft-azure/web-apps">Azure Web Apps</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/web-apps')}>Azure Web Apps</a></h4>
       <p>A guide to the Sumo Logic app for Azure Web Apps.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/microsoft_iis_10.png')} alt="Thumbnail icon" width="120"/>
-      <h4><a href="/docs/integrations/microsoft-azure/iis-7">IIS 7</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/iis-7')}>IIS 7</a></h4>
       <p>A guide to the Sumo Logic app for IIS 7.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/microsoft-dynamics365-customer-insights.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/microsoft-azure/microsoft-dynamics365-customer-insights">Microsoft Dynamics 365 Customer Insights</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/microsoft-dynamics365-customer-insights')}>Microsoft Dynamics 365 Customer Insights</a></h4>
       <p>A guide to the Sumo Logic app for Microsoft Dynamics 365 Customer Insights.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/send-data/ms-graph.svg')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/microsoft-azure/microsoft-graph-identity-protection">Microsoft Graph Identity Protection</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/microsoft-graph-identity-protection')}>Microsoft Graph Identity Protection</a></h4>
       <p>A guide to the Sumo Logic app for Microsoft Graph Identity Protection.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/365.png')} alt="Thumbnail icon" width="40"/>
-      <h4><a href="/docs/integrations/microsoft-azure/office-365">Microsoft Office Audit 365</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/office-365')}>Microsoft Office Audit 365</a></h4>
       <p>A guide to the Sumo Logic app for Microsoft Office Audit 365.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/sql.png')} alt="Thumbnail icon" width="45"/>
-      <h4><a href="/docs/integrations/microsoft-azure/sql-server">Microsoft SQL Server</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/sql-server')}>Microsoft SQL Server</a></h4>
       <p>A guide to the Sumo Logic app for Microsoft SQL Server.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/MSTeams.png')} alt="Thumbnail icon" width="43"/>
-      <h4><a href="/docs/integrations/microsoft-azure/teams">Microsoft Teams</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/teams')}>Microsoft Teams</a></h4>
       <p>A guide to the Sumo Logic app for Microsoft Teams.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/pci-icon_2.png')} alt="Thumbnail icon" width="75"/>
-      <h4><a href="/docs/integrations/microsoft-azure/windows-json-pci-compliance">PCI Compliance for Windows JSON</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/windows-json-pci-compliance')}>PCI Compliance for Windows JSON</a></h4>
       <p>A guide to the Sumo Logic app for PCI Compliance for Windows JSON.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Thumbnail icon" width="45"/>
-      <h4><a href="/docs/integrations/microsoft-azure/windows-json">Windows JSON</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/windows-json')}>Windows JSON</a></h4>
       <p>A guide to the Sumo Logic app for Windows JSON.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Thumbnail icon" width="45"/>
-      <h4><a href="/docs/integrations/microsoft-azure/windows-legacy">Windows Legacy</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/windows-legacy')}>Windows Legacy</a></h4>
       <p>A guide to the Sumo Logic app for Windows Legacy.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
       <img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Thumbnail icon" width="50"/>
-      <h4><a href="/docs/integrations/microsoft-azure/performance">Windows Performance</a></h4>
+      <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/performance')}>Windows Performance</a></h4>
       <p>A guide to the Sumo Logic app for Windows Performance.</p>
       </div>
     </div>
diff --git a/docs/integrations/pci-compliance/index.md b/docs/integrations/pci-compliance/index.md
index 00d3dea745..07c6d08a62 100644
--- a/docs/integrations/pci-compliance/index.md
+++ b/docs/integrations/pci-compliance/index.md
@@ -18,56 +18,56 @@ With the Sumo Logic apps for PCI Compliance, you can meet evolving PCI requireme
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/pci-compliance/opentelemetry/linux-opentelemetry">PCI Compliance for Linux - OpenTelemetry</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/pci-compliance/opentelemetry/linux-opentelemetry')}>PCI Compliance for Linux - OpenTelemetry</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for Linux.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/pci-compliance/opentelemetry/windows-json-opentelemetry">PCI Compliance for Windows JSON - OpenTelemetry</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/pci-compliance/opentelemetry/windows-json-opentelemetry')}>PCI Compliance for Windows JSON - OpenTelemetry</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for Windows JSON using OpenTelemetry.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/amazon-aws/cloudtrail-pci-compliance">PCI Compliance for AWS CloudTrail(Legacy)</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/cloudtrail-pci-compliance')}>PCI Compliance for AWS CloudTrail(Legacy)</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for AWS CloudTrail(Legacy).</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/amazon-aws/vpc-flow-logs-pci-compliance">PCI Compliance for Amazon VPC Flow Logs</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/amazon-aws/vpc-flow-logs-pci-compliance')}>PCI Compliance for Amazon VPC Flow Logs</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for Amazon VPC Flow Logs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/pci-compliance/linux">PCI Compliance for Linux</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/pci-compliance/linux')}>PCI Compliance for Linux</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for Linux.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/pci-compliance/palo-alto-networks-9">PCI Compliance for Palo Alto Networks 9</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/pci-compliance/palo-alto-networks-9')}>PCI Compliance for Palo Alto Networks 9</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for Palo Alto Networks 9.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/pci-compliance/palo-alto-networks-10">PCI Compliance for Palo Alto Networks 10 (Legacy)</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/pci-compliance/palo-alto-networks-10')}>PCI Compliance for Palo Alto Networks 10 (Legacy)</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for Palo Alto Networks 10(Legacy).</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/pci-compliance/pci-logo.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/microsoft-azure/windows-json-pci-compliance">PCI Compliance for Windows JSON</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/microsoft-azure/windows-json-pci-compliance')}>PCI Compliance for Windows JSON</a></h4>
   <p>A guide to the Sumo Logic app for PCI Compliance for Windows JSON.</p>
   </div>
 </div>
diff --git a/docs/integrations/product-list/index.md b/docs/integrations/product-list/index.md
index 4b1124e819..1211292044 100644
--- a/docs/integrations/product-list/index.md
+++ b/docs/integrations/product-list/index.md
@@ -22,13 +22,13 @@ See the following articles for the vendors and products that Sumo Logic integrat
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/product-list/product-list-a-l"><img src={useBaseUrl('img/icons/general/blog.png')} alt="List icon" width="40"/><h4>Product List A-L</h4></a>
+  <a href={useBaseUrl('docs/integrations/product-list/product-list-a-l')}><img src={useBaseUrl('img/icons/general/blog.png')} alt="List icon" width="40"/><h4>Product List A-L</h4></a>
   <p>List of vendors and products A-L that Sumo Logic integrates with.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/product-list/product-list-m-z"><img src={useBaseUrl('img/icons/general/blog.png')} alt="List icon" width="40"/><h4>Product List M-Z</h4></a>
+  <a href={useBaseUrl('docs/integrations/product-list/product-list-m-z')}><img src={useBaseUrl('img/icons/general/blog.png')} alt="List icon" width="40"/><h4>Product List M-Z</h4></a>
   <p>List of vendors and products M-Z that Sumo Logic integrates with.</p>
   </div>
 </div>
diff --git a/docs/integrations/saml/index.md b/docs/integrations/saml/index.md
index bbacb2ec90..22f30fa91d 100644
--- a/docs/integrations/saml/index.md
+++ b/docs/integrations/saml/index.md
@@ -11,19 +11,19 @@ Learn how to use Sumo Logic apps for SAML.
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/saml/auth0"><img src={useBaseUrl('img/integrations/saml/auth0.png')} alt="Thumbnail icon" width="40"/><h4>Auth0</h4></a>
+  <a href={useBaseUrl('docs/integrations/saml/auth0')}><img src={useBaseUrl('img/integrations/saml/auth0.png')} alt="Thumbnail icon" width="40"/><h4>Auth0</h4></a>
   <p>Sumo Logic app for Auth0.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/saml/okta"><img src={useBaseUrl('img/integrations/saml/okta.png')} alt="Thumbnail icon" width="80"/><h4>Okta</h4></a>
+  <a href={useBaseUrl('docs/integrations/saml/okta')}><img src={useBaseUrl('img/integrations/saml/okta.png')} alt="Thumbnail icon" width="80"/><h4>Okta</h4></a>
   <p>Sumo Logic app for Okta.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/saml/onelogin"><img src={useBaseUrl('img/integrations/saml/onelogin.png')} alt="Thumbnail icon" width="40"/><h4>OneLogin</h4></a>
+  <a href={useBaseUrl('docs/integrations/saml/onelogin')}><img src={useBaseUrl('img/integrations/saml/onelogin.png')} alt="Thumbnail icon" width="40"/><h4>OneLogin</h4></a>
   <p>Sumo Logic app for OneLogin.</p>
   </div>
 </div>
diff --git a/docs/integrations/security-threat-detection/index.md b/docs/integrations/security-threat-detection/index.md
index 927dfe689b..c9d424bff3 100644
--- a/docs/integrations/security-threat-detection/index.md
+++ b/docs/integrations/security-threat-detection/index.md
@@ -15,139 +15,139 @@ import CisNote from '../../reuse/cis-note.md';
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/akamai-security-events"><img src={useBaseUrl('img/integrations/security-threat-detection/Akamai_logo.png')} alt="icon" width="90"/><h4>Akamai Security Events</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/akamai-security-events')}><img src={useBaseUrl('img/integrations/security-threat-detection/Akamai_logo.png')} alt="icon" width="90"/><h4>Akamai Security Events</h4></a>
   <p>A guide to the Sumo Logic app for Akamai Security Events.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/alert-logic"><img src={useBaseUrl('img/integrations/security-threat-detection/alert-logic-logo.jpg')} alt="icon" width="150"/><h4>Alert Logic</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/alert-logic')}><img src={useBaseUrl('img/integrations/security-threat-detection/alert-logic-logo.jpg')} alt="icon" width="150"/><h4>Alert Logic</h4></a>
   <p>A guide to the Sumo Logic app for Alert Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/barracuda-waf"><img src={useBaseUrl('img/integrations/security-threat-detection/barracuda.png')} alt="icon" width="80"/><h4>Barracuda WAF</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/barracuda-waf')}><img src={useBaseUrl('img/integrations/security-threat-detection/barracuda.png')} alt="icon" width="80"/><h4>Barracuda WAF</h4></a>
   <p>A guide to the Sumo Logic app for Barracuda WAF.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/carbon-black-cloud"><img src={useBaseUrl('img/integrations/security-threat-detection/vmcarecb.png')} alt="icon" width="40"/><h4>Carbon Black Cloud</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/carbon-black-cloud')}><img src={useBaseUrl('img/integrations/security-threat-detection/vmcarecb.png')} alt="icon" width="40"/><h4>Carbon Black Cloud</h4></a>
   <p>A guide to the Sumo Logic app for Carbon Black Cloud.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/cisco-asa"><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="icon" width="70"/><h4>Cisco ASA</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/cisco-asa')}><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="icon" width="70"/><h4>Cisco ASA</h4></a>
   <p>A guide to the Sumo Logic app for Cisco ASA.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/cisco-meraki"><img src={useBaseUrl('img/integrations/security-threat-detection/ciscomeraki.png')} alt="thumbnail icon" width="45"/><h4>Cisco Meraki</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/cisco-meraki')}><img src={useBaseUrl('img/integrations/security-threat-detection/ciscomeraki.png')} alt="thumbnail icon" width="45"/><h4>Cisco Meraki</h4></a>
   <p>A guide to the Sumo Logic app for Cisco Meraki.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/cloudpassage-halo"><img src={useBaseUrl('img/integrations/security-threat-detection/cloudpassage.png')} alt="thumbnail icon" width="75"/><h4>CloudPassage Halo</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/cloudpassage-halo')}><img src={useBaseUrl('img/integrations/security-threat-detection/cloudpassage.png')} alt="thumbnail icon" width="75"/><h4>CloudPassage Halo</h4></a>
   <p>A guide to the Sumo Logic app for CloudPassage Halo.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/crowdstrike-falcon-endpoint-protection"><img src={useBaseUrl('img/integrations/security-threat-detection/crowdstrike.png')} alt="thumbnail icon" width="50"/><h4>CrowdStrike Falcon Endpoint Protection</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/crowdstrike-falcon-endpoint-protection')}><img src={useBaseUrl('img/integrations/security-threat-detection/crowdstrike.png')} alt="thumbnail icon" width="50"/><h4>CrowdStrike Falcon Endpoint Protection</h4></a>
   <p>A guide to the Sumo Logic app for CrowdStrike.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/cylance"><img src={useBaseUrl('img/integrations/security-threat-detection/cylance.png')} alt="thumbnail icon" width="50"/><h4>Cylance</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/cylance')}><img src={useBaseUrl('img/integrations/security-threat-detection/cylance.png')} alt="thumbnail icon" width="50"/><h4>Cylance</h4></a>
   <p>A guide to the Sumo Logic app for Cylance.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/duo-security"><img src={useBaseUrl('img/integrations/security-threat-detection/duo.png')} alt="thumbnail icon" width="75"/><h4>Duo Security</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/duo-security')}><img src={useBaseUrl('img/integrations/security-threat-detection/duo.png')} alt="thumbnail icon" width="75"/><h4>Duo Security</h4></a>
   <p>A guide to the Sumo Logic app for Duo Security.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/evident-security-platform"><img src={useBaseUrl('img/integrations/security-threat-detection/evidentio.png')} alt="thumbnail icon" width="75"/><h4>Evident.io ESP</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/evident-security-platform')}><img src={useBaseUrl('img/integrations/security-threat-detection/evidentio.png')} alt="thumbnail icon" width="75"/><h4>Evident.io ESP</h4></a>
   <p>A guide to the Sumo Logic app for Evident.io ESP.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/f5-big-ip-ltm"><img src={useBaseUrl('img/integrations/security-threat-detection/f5.png')} alt="thumbnail icon" width="70"/><h4>F5 - BIG-IP LTM</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/f5-big-ip-ltm')}><img src={useBaseUrl('img/integrations/security-threat-detection/f5.png')} alt="thumbnail icon" width="70"/><h4>F5 - BIG-IP LTM</h4></a>
   <p>A guide to the Sumo Logic app for F5 - BIG-IP LTM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/imperva-incapsula"><img src={useBaseUrl('img/integrations/security-threat-detection/imperva.png')} alt="thumbnail icon" width="70"/><h4>Imperva Incapsula</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/imperva-incapsula')}><img src={useBaseUrl('img/integrations/security-threat-detection/imperva.png')} alt="thumbnail icon" width="70"/><h4>Imperva Incapsula</h4></a>
   <p>A guide to the Sumo Logic app for Imperva Incapsula.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/netskope-legacy-collection"><img src={useBaseUrl('img/integrations/security-threat-detection/netskope.png')} alt="thumbnail icon" width="75"/><h4>Netskope Legacy Collection</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/netskope-legacy-collection')}><img src={useBaseUrl('img/integrations/security-threat-detection/netskope.png')} alt="thumbnail icon" width="75"/><h4>Netskope Legacy Collection</h4></a>
   <p>A guide to the Sumo Logic app for Netskope Legacy Collection.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/netskope"><img src={useBaseUrl('img/integrations/security-threat-detection/netskope.png')} alt="thumbnail icon" width="75"/><h4>Netskope</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/netskope')}><img src={useBaseUrl('img/integrations/security-threat-detection/netskope.png')} alt="thumbnail icon" width="75"/><h4>Netskope</h4></a>
   <p>A guide to the Sumo Logic app for Netskope.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/observable-networks"><img src={useBaseUrl('img/integrations/security-threat-detection/Observable.png')} alt="thumbnail icon" width="70"/><h4>Observable Networks</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/observable-networks')}><img src={useBaseUrl('img/integrations/security-threat-detection/Observable.png')} alt="thumbnail icon" width="70"/><h4>Observable Networks</h4></a>
   <p>A guide to the Sumo Logic app for Observable Networks.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/palo-alto-networks-9"><img src={useBaseUrl('img/integrations/security-threat-detection/pan9.png')} alt="thumbnail icon" width="60"/><h4>Palo Alto Networks 9</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/palo-alto-networks-9')}><img src={useBaseUrl('img/integrations/security-threat-detection/pan9.png')} alt="thumbnail icon" width="60"/><h4>Palo Alto Networks 9</h4></a>
   <p>A guide to the Sumo Logic app for Palo Alto Networks 9.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/sailpoint"><img src={useBaseUrl('img/integrations/security-threat-detection/sailpoint-logo.svg')} width="150"/><h4>SailPoint</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/sailpoint')}><img src={useBaseUrl('img/integrations/security-threat-detection/sailpoint-logo.svg')} width="150"/><h4>SailPoint</h4></a>
   <p>A guide to the Sumo Logic app for SailPoint.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/threat-intel-quick-analysis"><img src={useBaseUrl('img/integrations/security-threat-detection/threatintel.png')} alt="thumbnail icon" width="45"/><h4>Threat Intel Quick Analysis</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/threat-intel-quick-analysis')}><img src={useBaseUrl('img/integrations/security-threat-detection/threatintel.png')} alt="thumbnail icon" width="45"/><h4>Threat Intel Quick Analysis</h4></a>
   <p>A guide to the Sumo Logic app for Threat Intel Quick Analysis.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/trend-micro-deep-security"><img src={useBaseUrl('img/integrations/security-threat-detection/trend.png')} alt="thumbnail icon" width="85"/><h4>Trend Micro Deep Security</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/trend-micro-deep-security')}><img src={useBaseUrl('img/integrations/security-threat-detection/trend.png')} alt="thumbnail icon" width="85"/><h4>Trend Micro Deep Security</h4></a>
   <p>A guide to the Sumo Logic app for Trend Micro Deep Security.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/twistlock"><img src={useBaseUrl('img/integrations/security-threat-detection/twistlock.png')} alt="thumbnail icon" width="150"/><h4>Twistlock</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/twistlock')}><img src={useBaseUrl('img/integrations/security-threat-detection/twistlock.png')} alt="thumbnail icon" width="150"/><h4>Twistlock</h4></a>
   <p>A guide to the Sumo Logic app for Twistlock.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/zscaler-internet-access"><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="thumbnail icon" width="95"/><h4>Zscaler Internet Access</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/zscaler-internet-access')}><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="thumbnail icon" width="95"/><h4>Zscaler Internet Access</h4></a>
   <p>A guide to the Sumo Logic app for Zscaler Internet Access.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/security-threat-detection/zscaler-private-access"><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="thumbnail icon" width="95"/><h4>Zscaler Private Access</h4></a>
+  <a href={useBaseUrl('docs/integrations/security-threat-detection/zscaler-private-access')}><img src={useBaseUrl('img/integrations/security-threat-detection/zscaler.png')} alt="thumbnail icon" width="95"/><h4>Zscaler Private Access</h4></a>
   <p>A guide to the Sumo Logic app for Zscaler Private Access.</p>
   </div>
 </div>
diff --git a/docs/integrations/sumo-apps/index.md b/docs/integrations/sumo-apps/index.md
index d18fd140e6..924f9c34d2 100644
--- a/docs/integrations/sumo-apps/index.md
+++ b/docs/integrations/sumo-apps/index.md
@@ -27,43 +27,43 @@ Once a request has been submitted, a support ticket is automatically opened. A r
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/sumo-apps/audit"><img src={useBaseUrl('img/integrations/sumo-apps/Audit_Img.png')} alt="icon" width="40"/><h4>Audit</h4></a>
+  <a href={useBaseUrl('docs/integrations/sumo-apps/audit')}><img src={useBaseUrl('img/integrations/sumo-apps/Audit_Img.png')} alt="icon" width="40"/><h4>Audit</h4></a>
   <p>Use this guide to work with the Sumo Logic Audit App.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/sumo-apps/cse"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="40"/><h4>Cloud SIEM</h4></a>
+  <a href={useBaseUrl('docs/integrations/sumo-apps/cse')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="40"/><h4>Cloud SIEM</h4></a>
   <p>Gives visibility into what’s going on in your Cloud SIEM.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/sumo-apps/data-volume"><img src={useBaseUrl('img/integrations/sumo-apps/volumeview.png')} alt="icon" width="40"/><h4>Data Volume</h4></a>
+  <a href={useBaseUrl('docs/integrations/sumo-apps/data-volume')}><img src={useBaseUrl('img/integrations/sumo-apps/volumeview.png')} alt="icon" width="40"/><h4>Data Volume</h4></a>
   <p>Provides a summary and detailed views of your account's data usage volume.</p>
   </div>
 </div>
 <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/sumo-apps/enterprise-audit"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Thumbnail icon" width="40"/><h4>Enterprise Audit (multiple apps)</h4></a>
+      <a href={useBaseUrl('docs/integrations/sumo-apps/enterprise-audit')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="Thumbnail icon" width="40"/><h4>Enterprise Audit (multiple apps)</h4></a>
       <p>A guide to the Sumo Logic app for Enterprise Audit.</p>
       </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/sumo-apps/enterprise-search-audit"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="40"/><h4>Enterprise Search Audit</h4></a>
+      <a href={useBaseUrl('docs/integrations/sumo-apps/enterprise-search-audit')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="40"/><h4>Enterprise Search Audit</h4></a>
       <p>A guide to our Enterprise Search Audit App.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/sumo-apps/flex"><img src={useBaseUrl('img/integrations/sumo-apps/flex-tier.png')} alt="Thumbnail icon" width="40"/><h4>Flex</h4></a>
+      <a href={useBaseUrl('docs/integrations/sumo-apps/flex')}><img src={useBaseUrl('img/integrations/sumo-apps/flex-tier.png')} alt="Thumbnail icon" width="40"/><h4>Flex</h4></a>
       <p>A guide to the Sumo Logic Flex app.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/sumo-apps/infrequent-data-tier"><img src={useBaseUrl('img/integrations/sumo-apps/InfrequentDT.png')} alt="Thumbnail icon" width="40"/><h4>Infrequent Data Tier</h4></a>
+      <a href={useBaseUrl('docs/integrations/sumo-apps/infrequent-data-tier')}><img src={useBaseUrl('img/integrations/sumo-apps/InfrequentDT.png')} alt="Thumbnail icon" width="40"/><h4>Infrequent Data Tier</h4></a>
       <p>A guide to the Sumo Logic Infrequent Data Tier app.</p>
       </div>
     </div>
@@ -75,13 +75,13 @@ Once a request has been submitted, a support ticket is automatically opened. A r
   </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/sumo-apps/log-analysis-quickstart"><img src={useBaseUrl('img/integrations/sumo-apps/InfrequentDT.png')} alt="Thumbnail icon" width="40"/><h4>Log Analysis QuickStart</h4></a>
+      <a href={useBaseUrl('docs/integrations/sumo-apps/log-analysis-quickstart')}><img src={useBaseUrl('img/integrations/sumo-apps/InfrequentDT.png')} alt="Thumbnail icon" width="40"/><h4>Log Analysis QuickStart</h4></a>
       <p>A guide to the Sumo Logic Log Analysis QuickStart app.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/integrations/sumo-apps/security-analytics"><img src={useBaseUrl('img/integrations/sumo-apps/SecurityAnalytics.png')} alt="Thumbnail icon" width="40"/><h4>Security Analytics</h4></a>
+      <a href={useBaseUrl('docs/integrations/sumo-apps/security-analytics')}><img src={useBaseUrl('img/integrations/sumo-apps/SecurityAnalytics.png')} alt="Thumbnail icon" width="40"/><h4>Security Analytics</h4></a>
       <p>A guide to the Sumo Logic app for Security Analytics.</p>
       </div>
     </div>
diff --git a/docs/integrations/web-servers/index.md b/docs/integrations/web-servers/index.md
index 4939e61c60..2ade44abaf 100644
--- a/docs/integrations/web-servers/index.md
+++ b/docs/integrations/web-servers/index.md
@@ -12,77 +12,77 @@ This guide has documentation for Sumo apps for web servers.
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/apache.png')} alt="Thumbnail icon" width="70"/>
-  <h4><a href="/docs/integrations/web-servers/apache">Apache</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/apache')}>Apache</a></h4>
   <p>The Apache app gives insight into website behavior patterns, monitor server operations, and assists in troubleshooting issues that span entire web sever farms.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/apache-tomcat.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/web-servers/apache-tomcat">Apache Tomcat</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/apache-tomcat')}>Apache Tomcat</a></h4>
   <p>The Apache Tomcat app monitors server operations, assists in troubleshooting issues, and provides insight into website visitor behavior patterns across entire web server farms.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/haproxy.png')} alt="Thumbnail icon" width="40"/>
-  <h4><a href="/docs/integrations/web-servers/haproxy">HAProxy</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/haproxy')}>HAProxy</a></h4>
   <p>The Sumo Logic App for HAProxy is a unified logs and metrics app that helps you monitor the availability, performance, and health of your HAProxy cluster.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/microsoft-azure/microsoft_iis_10.png')} alt="thumbnail icon" width="100"/>
-  <h4><a href="/docs/integrations/web-servers/iis-10">IIS 10</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/iis-10')}>IIS 10</a></h4>
   <p>The IIS 10 app is a unified logs and metrics app that helps you monitor your IIS web servers' availability, performance, health, and resource utilization.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="Thumbnail icon" width="150"/>
-  <h4><a href="/docs/integrations/web-servers/nginx">Nginx</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/nginx')}>Nginx</a></h4>
   <p>The Sumo Logic App for Nginx helps to monitor activity generated by Nginx servers.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/nginx-ingress.png')} alt="Thumbnail icon" width="40"/>
-  <h4><a href="/docs/integrations/web-servers/nginx-ingress">Nginx Ingress</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/nginx-ingress')}>Nginx Ingress</a></h4>
   <p>The Nginx Ingress app is a unified logs and metrics app that helps you monitor the availability, performance, health, and resource utilization of your Nginx Ingress web servers.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/nginx-plus.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/web-servers/nginx-plus">Nginx Plus</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/nginx-plus')}>Nginx Plus</a></h4>
   <p>The Nginx Plus app is an unified logs and metrics app that helps you monitor the availability, performance, health and resource utilization of your Nginx Plus web servers.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/nginx-ingress.png')} alt="Thumbnail icon" width="55"/>
-  <h4><a href="/docs/integrations/web-servers/nginx-plus-ingress">Nginx Plus Ingress</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/nginx-plus-ingress')}>Nginx Plus Ingress</a></h4>
   <p>The Nginx Plus Ingress app is a unified logs and metrics app that helps you monitor the availability, performance, health and resource utilization of your Nginx Plus Ingress web servers.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/squid-proxy.png')} alt="Thumbnail icon" width="50"/>
-  <h4><a href="/docs/integrations/web-servers/squid-proxy">Squid Proxy</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/squid-proxy')}>Squid Proxy</a></h4>
   <p>The Squid Proxy app is a unified logs and metrics app that helps you monitor activity in Squid Proxy.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
   <img src={useBaseUrl('img/integrations/web-servers/varnish-cache.png')} alt="Thumbnail icon" width="190"/>
-  <h4><a href="/docs/integrations/web-servers/varnish">Varnish</a></h4>
+  <h4><a href={useBaseUrl('docs/integrations/web-servers/varnish')}>Varnish</a></h4>
   <p>The Sumo Logic App for Varnish provides dashboards that help you analyze log and metric events generated by Varnish servers.</p>
   </div>
 </div>
 <div className="box smallbox12 card">
     <div className="container">
     <img src={useBaseUrl('img/integrations/web-servers/Heroku.png')} alt="Thumbnail icon" width="50"/>
-    <h4><a href="/docs/integrations/web-servers/heroku">Heroku</a></h4>
+    <h4><a href={useBaseUrl('docs/integrations/web-servers/heroku')}>Heroku</a></h4>
     <p>The Sumo Logic app for Heroku is a logs only app that allows you to monitor your Heroku environment.</p>
     </div>
   </div>
diff --git a/docs/manage/content-sharing/index.md b/docs/manage/content-sharing/index.md
index 3a3054c697..5f8d52a496 100644
--- a/docs/manage/content-sharing/index.md
+++ b/docs/manage/content-sharing/index.md
@@ -89,19 +89,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/content-sharing/admin-mode"><img src={useBaseUrl('img/icons/business/networking.png')} alt="icon" width="40"/><h4>Admin Mode</h4></a>
+  <a href={useBaseUrl('docs/manage/content-sharing/admin-mode')}><img src={useBaseUrl('img/icons/business/networking.png')} alt="icon" width="40"/><h4>Admin Mode</h4></a>
   <p>Learn how to control your content and add important items to the Admin Recommended folder.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/content-sharing/changing-alerts"><img src={useBaseUrl('img/icons/business/networking.png')} alt="icon" width="40"/><h4>Changing Other Alerts</h4></a>
+  <a href={useBaseUrl('docs/manage/content-sharing/changing-alerts')}><img src={useBaseUrl('img/icons/business/networking.png')} alt="icon" width="40"/><h4>Changing Other Alerts</h4></a>
   <p>Learn how to modify or turn off alerts created by another user.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/content-sharing/content-sharing-faq"><img src={useBaseUrl('img/icons/business/networking.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
+  <a href={useBaseUrl('docs/manage/content-sharing/content-sharing-faq')}><img src={useBaseUrl('img/icons/business/networking.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
   <p>Get to know the answers to basic questions around Content Sharing.</p>
   </div>
 </div>
diff --git a/docs/manage/data-archiving/index.md b/docs/manage/data-archiving/index.md
index de486ac13d..86e4c5a999 100644
--- a/docs/manage/data-archiving/index.md
+++ b/docs/manage/data-archiving/index.md
@@ -20,7 +20,7 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/manage/data-archiving/archive">
+      <a href={useBaseUrl('docs/manage/data-archiving/archive')}>
         <img src={useBaseUrl('img/icons/operations/send-data.png')} alt="Thumbnail icon" width="45" />
         <h4>Archive Log Data to S3</h4>
       </a>
diff --git a/docs/manage/data-forwarding/index.md b/docs/manage/data-forwarding/index.md
index 0d62ff2a3f..2672c2491e 100644
--- a/docs/manage/data-forwarding/index.md
+++ b/docs/manage/data-forwarding/index.md
@@ -17,7 +17,7 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/manage/data-forwarding/installed-collectors">
+      <a href={useBaseUrl('docs/manage/data-forwarding/installed-collectors')}>
         <img src={useBaseUrl('img/icons/operations/send-data.png')} alt="Document with a forward symbol  icon" width="45" />
         <h4>Forward Data from an Installed Collector</h4>
       </a>
@@ -26,7 +26,7 @@ In this section, we'll introduce the following concepts:
   </div>
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/manage/data-forwarding/amazon-s3-bucket">
+      <a href={useBaseUrl('docs/manage/data-forwarding/amazon-s3-bucket')}>
         <img src={useBaseUrl('img/icons/operations/send-data.png')} alt="Document with a forward symbol  icon" width="45" />
         <h4>Forward Data from Sumo Logic to S3</h4>
       </a>
@@ -35,7 +35,7 @@ In this section, we'll introduce the following concepts:
   </div>
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/manage/data-forwarding/manage">
+      <a href={useBaseUrl('docs/manage/data-forwarding/manage')}>
         <img src={useBaseUrl('img/icons/operations/send-data.png')} alt="Document with a forward symbol  icon" width="45" />
         <h4>Manage Data Forwarding</h4>
       </a>
@@ -44,7 +44,7 @@ In this section, we'll introduce the following concepts:
   </div>
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/manage/data-forwarding/view-list-data-forwarding/">
+      <a href={useBaseUrl('docs/manage/data-forwarding/view-list-data-forwarding/')}>
         <img src={useBaseUrl('img/icons/operations/send-data.png')} alt="Document with a forward symbol  icon" width="45" />
         <h4>View Information About Data Forwarding</h4>
       </a>
diff --git a/docs/manage/field-extractions/fer-templates/index.md b/docs/manage/field-extractions/fer-templates/index.md
index 9ed66ceae2..ae79791af5 100644
--- a/docs/manage/field-extractions/fer-templates/index.md
+++ b/docs/manage/field-extractions/fer-templates/index.md
@@ -16,79 +16,79 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/fer-templates/akamai-cloud-monitor"><img src={useBaseUrl('img/integrations/security-threat-detection/Akamai_logo.png')} alt="icon" width="40"/><h4>Akamai Cloud Monitor</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/akamai-cloud-monitor')}><img src={useBaseUrl('img/integrations/security-threat-detection/Akamai_logo.png')} alt="icon" width="40"/><h4>Akamai Cloud Monitor</h4></a>
   <p>Learn how to parse the common fields in your Akamai Cloud Monitor log.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/fer-templates/apache-access-logs"><img src={useBaseUrl('img/integrations/web-servers/apache.png')} alt="icon" width="40"/><h4>Apache Access Logs</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/apache-access-logs')}><img src={useBaseUrl('img/integrations/web-servers/apache.png')} alt="icon" width="40"/><h4>Apache Access Logs</h4></a>
   <p>Learn how to parse the common fields in your Apache Access log.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/fer-templates/apache-tomcat-access-logs"><img src={useBaseUrl('img/integrations/web-servers/apache-tomcat.png')} alt="icon" width="40"/><h4>Apache Tomcat Access Logs</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/apache-tomcat-access-logs')}><img src={useBaseUrl('img/integrations/web-servers/apache-tomcat.png')} alt="icon" width="40"/><h4>Apache Tomcat Access Logs</h4></a>
   <p>Learn how to parse the common fields in your Apache Tomcat Access log.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/fer-templates/apache-tomcat-access-log-fer"><img src={useBaseUrl('img/integrations/web-servers/apache-tomcat.png')} alt="icon" width="50"/><h4>Sample Apache Tomcat 7 Access Log Field Extraction Rule</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/apache-tomcat-access-log-fer')}><img src={useBaseUrl('img/integrations/web-servers/apache-tomcat.png')} alt="icon" width="50"/><h4>Sample Apache Tomcat 7 Access Log Field Extraction Rule</h4></a>
   <p>Learn how to parse the Remote IP address, Method, Requested URL path, HTTP status code, Time Taken, and Bytes Sent.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/fer-templates/aws-cloudtrail-logs"><img src={useBaseUrl('img/integrations/amazon-aws/cloudtrail.png')} alt="icon" width="50"/><h4>AWS CloudTrail Logs</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/aws-cloudtrail-logs')}><img src={useBaseUrl('img/integrations/amazon-aws/cloudtrail.png')} alt="icon" width="50"/><h4>AWS CloudTrail Logs</h4></a>
   <p>Learn how to parse the common fields in your AWS CloudTrail log.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/fer-templates/aws-elastic-load-balancing-logs"><img src={useBaseUrl('img/integrations/amazon-aws/elb.png')} alt="icon" width="50"/><h4>AWS Elastic Load Balancing Logs</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/aws-elastic-load-balancing-logs')}><img src={useBaseUrl('img/integrations/amazon-aws/elb.png')} alt="icon" width="50"/><h4>AWS Elastic Load Balancing Logs</h4></a>
   <p>Learn how to parse the common fields in your AWS Elastic Load Balancing log.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/manage/field-extractions/fer-templates/aws-s3-usage-logs"><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="45"/><h4>Amazon S3 Usage Logs</h4></a>
+      <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/aws-s3-usage-logs')}><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="45"/><h4>Amazon S3 Usage Logs</h4></a>
       <p>Learn how to parse the common fields in your Amazon S3 Usage log.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/manage/field-extractions/fer-templates/cisco-app"><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="icon" width="70"/><h4>Cisco Logs Extraction Template</h4></a>
+      <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/cisco-app')}><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="icon" width="70"/><h4>Cisco Logs Extraction Template</h4></a>
       <p>Learn how to parse the common fields in your Cisco ASA log.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/manage/field-extractions/fer-templates/cisco-fwsm-fer"><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="icon" width="70"/><h4>Sample Cisco FWSM Field Extraction Rule</h4></a>
+      <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/cisco-fwsm-fer')}><img src={useBaseUrl('img/integrations/security-threat-detection/cisco.png')} alt="icon" width="70"/><h4>Sample Cisco FWSM Field Extraction Rule</h4></a>
       <p>Learn how to create field extraction rules for CISCO FWSM.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/manage/field-extractions/fer-templates/microsoft-iis-logs"><img src={useBaseUrl('img/integrations/microsoft-azure/microsoft_iis_10.png')} alt="icon" width="80"/><h4>Microsoft IIS Logs</h4></a>
+      <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/microsoft-iis-logs')}><img src={useBaseUrl('img/integrations/microsoft-azure/microsoft_iis_10.png')} alt="icon" width="80"/><h4>Microsoft IIS Logs</h4></a>
       <p>Learn how to parse the common fields in your Microsoft IIS log.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/manage/field-extractions/fer-templates/nginx-logs"><img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="icon" width="90"/><h4>Nginx Logs</h4></a>
+      <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/nginx-logs')}><img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="icon" width="90"/><h4>Nginx Logs</h4></a>
       <p>Learn how to parse the common fields in your Nginx Access log.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/manage/field-extractions/fer-templates/palo-alto-networks"><img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/paloalto.png')} alt="icon" width="110"/><h4>Palo Alto Networks</h4></a>
+      <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/palo-alto-networks')}><img src={useBaseUrl('img/integrations/cloud-security-monitoring-analytics/paloalto.png')} alt="icon" width="110"/><h4>Palo Alto Networks</h4></a>
       <p>Learn how to parse the common fields in your Palo Alto Networks log.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/manage/field-extractions/fer-templates/varnish-logs"><img src={useBaseUrl('img/integrations/web-servers/varnish-cache.png')} alt="icon" width="100"/><h4>Varnish Logs Extraction Template</h4></a>
+      <a href={useBaseUrl('docs/manage/field-extractions/fer-templates/varnish-logs')}><img src={useBaseUrl('img/integrations/web-servers/varnish-cache.png')} alt="icon" width="100"/><h4>Varnish Logs Extraction Template</h4></a>
       <p>Learn how to parse the common fields in your Varnish log.</p>
       </div>
     </div>
diff --git a/docs/manage/field-extractions/index.md b/docs/manage/field-extractions/index.md
index e5ad8bce87..cd1ad0ccf8 100644
--- a/docs/manage/field-extractions/index.md
+++ b/docs/manage/field-extractions/index.md
@@ -98,37 +98,37 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/field-naming-convention"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Field Naming Convention</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/field-naming-convention')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Field Naming Convention</h4></a>
   <p>Learn about the recommended naming conventions for standard fields in Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/create-field-extraction-rule"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Create a Field Extraction Rule</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/create-field-extraction-rule')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Create a Field Extraction Rule</h4></a>
   <p>Learn how to instruct Sumo Logic to parse out fields automatically.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/edit-field-extraction-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Edit Field Extraction Rules</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/edit-field-extraction-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Edit Field Extraction Rules</h4></a>
   <p>Learn how to change Field Extraction Rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/fer-templates"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>FER Templates</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/fer-templates')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>FER Templates</h4></a>
   <p>Learn how to use FER Templates to parse common fields for various applications.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/parse-elb-logs"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Parse AWS ELB Logs</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/parse-elb-logs')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Parse AWS ELB Logs</h4></a>
   <p>Learn how to parse the common fields in AWS ELB logs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions/safend-field-extraction"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Sample Safend Field Extraction</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions/safend-field-extraction')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Sample Safend Field Extraction</h4></a>
   <p>Learn how to create Field Extraction Rules for Safend.</p>
   </div>
 </div>
diff --git a/docs/manage/index.md b/docs/manage/index.md
index 85311ffd28..ddefed8f4b 100644
--- a/docs/manage/index.md
+++ b/docs/manage/index.md
@@ -17,81 +17,81 @@ This topic describes features and options that give you administration over acco
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/fields"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Fields</h4></a>
+  <a href={useBaseUrl('docs/manage/fields')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Fields</h4></a>
   <p>Learn how to define and manage the assignment of metadata to your logs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/health-events"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Health Events</h4></a>
+  <a href={useBaseUrl('docs/manage/health-events')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Health Events</h4></a>
   <p>Monitor the health of your Collectors and Sources.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/field-extractions"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Field Extractions</h4></a>
+  <a href={useBaseUrl('docs/manage/field-extractions')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Field Extractions</h4></a>
   <p>Accelerates the search process by parsing fields as log messages are ingested.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Partitions</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Partitions</h4></a>
   <p>Accelerate the search process by allowing Admins to filter a subset of the log messages in an index.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Users and Roles</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Users and Roles</h4></a>
   <p>Learn how to manage users and roles in Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/manage-subscription"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Manage Subscription</h4></a>
+  <a href={useBaseUrl('docs/manage/manage-subscription')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Manage Subscription</h4></a>
   <p>Learn about Sumo Logic account plans and types and about how to manage yours.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/content-sharing"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Content Sharing</h4></a>
+  <a href={useBaseUrl('docs/manage/content-sharing')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Content Sharing</h4></a>
   <p>Allows you collaborate on apps, dashboards, and searches with specific users or roles.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/data-forwarding"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Data Forwarding</h4></a>
+  <a href={useBaseUrl('docs/manage/data-forwarding')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Data Forwarding</h4></a>
   <p>Allows you to forward selected data to an external server or Amazon S3.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/data-archiving"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Data Archiving</h4></a>
+  <a href={useBaseUrl('docs/manage/data-archiving')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Data Archiving</h4></a>
   <p>Learn how to archive selected data to an external server or Amazon S3.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Ingestion and Volume</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Ingestion and Volume</h4></a>
   <p>Learn how to manage the ingestion of data by Sumo Logic.</p>
   </div>
 </div>
 <!-- Unhide this when it goes GA
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/deletion-requests"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Deletion Requests</h4></a>
+  <a href={useBaseUrl('docs/manage/deletion-requests')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Deletion Requests</h4></a>
   <p>Remove sensitive or inadvertently ingested data from your account.</p>
   </div>
 </div>
 -->
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/scheduled-views"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Scheduled Views</h4></a>
+  <a href={useBaseUrl('docs/manage/scheduled-views')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Scheduled Views</h4></a>
   <p>Accelerate the search process for data subsets by functioning as a pre-aggregated index.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Security</h4></a>
+  <a href={useBaseUrl('docs/manage/security')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="icon" width="40"/><h4>Security</h4></a>
   <p>Learn how to set up security for Sumo Logic accounts.</p>
   </div>
 </div>
diff --git a/docs/manage/ingestion-volume/data-volume-index/index.md b/docs/manage/ingestion-volume/data-volume-index/index.md
index a608966537..a1c45e3fa1 100644
--- a/docs/manage/ingestion-volume/data-volume-index/index.md
+++ b/docs/manage/ingestion-volume/data-volume-index/index.md
@@ -48,13 +48,13 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/data-volume-index/log-tracing-data-volume-index"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Log and Tracing Data Volume Index</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/data-volume-index/log-tracing-data-volume-index')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Log and Tracing Data Volume Index</h4></a>
   <p>Get to know how much data your account is ingesting.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/data-volume-index/metrics-data-volume-index"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Metrics Data Volume Index</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/data-volume-index/metrics-data-volume-index')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Metrics Data Volume Index</h4></a>
   <p>Get to know the volume of metric data points your account is ingesting.</p>
   </div>
 </div>
diff --git a/docs/manage/ingestion-volume/index.md b/docs/manage/ingestion-volume/index.md
index ec7322e5c8..2ffdf1b756 100644
--- a/docs/manage/ingestion-volume/index.md
+++ b/docs/manage/ingestion-volume/index.md
@@ -13,31 +13,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/log-ingestion"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Log Ingestion</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/log-ingestion')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Log Ingestion</h4></a>
   <p>Learn how the logs will be ingested across all Collectors.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/collection-status-page"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Collection Status Page</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/collection-status-page')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Collection Status Page</h4></a>
   <p>Get a visual snapshot of the message history of your deployment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/data-volume-index"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Data Volume Index</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/data-volume-index')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Data Volume Index</h4></a>
   <p>Learn how to get visibility into how much data you are sending to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/ingest-budgets"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Ingest Budgets</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/ingest-budgets')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Ingest Budgets</h4></a>
   <p>Learn how to control the daily volume of log data sent to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/monitor-ingestion-receive-alerts"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Monitor Log Ingestion and Alerts</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/monitor-ingestion-receive-alerts')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Monitor Log Ingestion and Alerts</h4></a>
   <p>Add scheduled searches that monitor ingestion and send alerts.</p>
   </div>
 </div>
diff --git a/docs/manage/ingestion-volume/ingest-budgets/index.md b/docs/manage/ingestion-volume/ingest-budgets/index.md
index c9f4ef4197..f853d78cb0 100644
--- a/docs/manage/ingestion-volume/ingest-budgets/index.md
+++ b/docs/manage/ingestion-volume/ingest-budgets/index.md
@@ -14,13 +14,13 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" markdown="1">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/ingest-budgets/daily-volume"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Daily Volume</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/ingest-budgets/daily-volume')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Daily Volume</h4></a>
   <p>Learn how to control the capacity of daily log ingestion.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/ingestion-volume/ingest-budgets/minute-volume"><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Minute Volume</h4></a>
+  <a href={useBaseUrl('docs/manage/ingestion-volume/ingest-budgets/minute-volume')}><img src={useBaseUrl('img/icons/operations/data-volume.png')} alt="icon" width="40"/><h4>Minute Volume</h4></a>
   <p>Learn how to control data ingestion to minute granularity.</p>
   </div>
 </div>
diff --git a/docs/manage/partitions/data-tiers/index.md b/docs/manage/partitions/data-tiers/index.md
index c32b3ae147..e2de24a867 100644
--- a/docs/manage/partitions/data-tiers/index.md
+++ b/docs/manage/partitions/data-tiers/index.md
@@ -54,9 +54,9 @@ After a partition is created in a given tier, you cannot change its tier. If you
 
 How you can search and use your ingested data varies by the Data Tier it resides in, as described in the following table. 
 
-| Feature support | Continuous Tier | Frequent Tier | Infrequent Tier | 
-| :-- | :-- | :-- | :-- | 
-| Centralized, secure, multi-tenant cloud-native platform | ![check](/img/reuse/check.png) |![check](/img/reuse/check.png) |![check](/img/reuse/check.png) | 
+| Feature support | Continuous Tier | Frequent Tier | Infrequent Tier |
+| :-- | :-- | :-- | :-- |
+| Centralized, secure, multi-tenant cloud-native platform | ![check](/img/reuse/check.png) |![check](/img/reuse/check.png) |![check](/img/reuse/check.png) |
 | Data replication across availability zones, data encryption | ![check](/img/reuse/check.png) |![check](/img/reuse/check.png) |![check](/img/reuse/check.png) |
 | Interactive queries (UI) | ![check](/img/reuse/check.png)<br/>Partitions can be specified, but are optional. |![check](/img/reuse/check.png)<br/>Partition or `_dataTier` must be specified. |![check](/img/reuse/check.png)<br/>Partition or `_dataTier` must be specified. |
 | Support for Installed and Hosted Collectors | ![check](/img/reuse/check.png) |![check](/img/reuse/check.png) |![check](/img/reuse/check.png) |
@@ -94,31 +94,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/data-tier/create-edit-partition"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Create and Edit a Partition</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/data-tier/create-edit-partition')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Create and Edit a Partition</h4></a>
   <p>Learn how to create and edit a Partition in an Index.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/data-tier/view-partition-details"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>View Details About a Partition</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/data-tier/view-partition-details')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>View Details About a Partition</h4></a>
   <p>Learn how to view details about a Sumo Logic Partition.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/data-tiers"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Data Tiers</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/data-tiers')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Data Tiers</h4></a>
   <p>Get to know about Sumo Logic's Data Tiers feature.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/data-tier/data-tiers-faqs">  <img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Data Tiers FAQs</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/data-tier/data-tiers-faqs')}>  <img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Data Tiers FAQs</h4></a>
   <p>Get answers on various FAQs about Data Tiers.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/data-tier/searching-data-tiers"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Searching Data Tiers</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/data-tier/searching-data-tiers')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Searching Data Tiers</h4></a>
   <p>Learn how to search specific Data Tiers.</p>
   </div>
 </div>
diff --git a/docs/manage/partitions/flex/index.md b/docs/manage/partitions/flex/index.md
index fc693a7571..e47530f03f 100644
--- a/docs/manage/partitions/flex/index.md
+++ b/docs/manage/partitions/flex/index.md
@@ -48,31 +48,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/integrations/sumo-apps/flex"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Setup and Configure Flex app</h4></a>
+  <a href={useBaseUrl('docs/integrations/sumo-apps/flex')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Setup and Configure Flex app</h4></a>
   <p>Learn how to setup and configure the Flex app.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/flex/create-edit-partition-flex"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Create and Edit a Partition</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/flex/create-edit-partition-flex')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Create and Edit a Partition</h4></a>
   <p> Learn how to create and edit a Partition in an Index.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/flex/view-partition-details-flex"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>View Details About a Partition</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/flex/view-partition-details-flex')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>View Details About a Partition</h4></a>
   <p> Learn how to view details about a Sumo Logic partition.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/flex/estimate-scan-data"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Estimate Scan Data</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/flex/estimate-scan-data')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Estimate Scan Data</h4></a>
   <p> Learn about the estimate scan data for Flex pricing.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/partitions/flex/faq"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Flex FAQs</h4></a>
+  <a href={useBaseUrl('docs/manage/partitions/flex/faq')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Flex FAQs</h4></a>
   <p> Answers to FAQ about Flex.</p>
   </div>
 </div>
diff --git a/docs/manage/scheduled-views/index.md b/docs/manage/scheduled-views/index.md
index e85b884790..61a72d6b21 100644
--- a/docs/manage/scheduled-views/index.md
+++ b/docs/manage/scheduled-views/index.md
@@ -41,37 +41,37 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/scheduled-views/add-scheduled-view"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Add a Scheduled View</h4></a>
+  <a href={useBaseUrl('docs/manage/scheduled-views/add-scheduled-view')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Add a Scheduled View</h4></a>
   <p>Learn how to add a Scheduled View.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/scheduled-views/pause-disable-scheduled-views"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Pause or Disable Scheduled Views</h4></a>
+  <a href={useBaseUrl('docs/manage/scheduled-views/pause-disable-scheduled-views')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Pause or Disable Scheduled Views</h4></a>
   <p>Learn how to pause view stops new data from being Indexed.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/scheduled-views/run-search-against-scheduled-view"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Run a Search Against a Scheduled View</h4></a>
+  <a href={useBaseUrl('docs/manage/scheduled-views/run-search-against-scheduled-view')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Run a Search Against a Scheduled View</h4></a>
   <p>Learn how to run a search against Indexed data in a Scheduled View.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/scheduled-views/scheduled-view-lag-time"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="50"/><h4>Scheduled View Lag Time</h4></a>
+  <a href={useBaseUrl('docs/manage/scheduled-views/scheduled-view-lag-time')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="50"/><h4>Scheduled View Lag Time</h4></a>
   <p>Learn how to view data that's not up to date in the Scheduled View.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/scheduled-views/scheduled-views-best-practices"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="50"/><h4>Scheduled Views Best Practices and Examples</h4></a>
+  <a href={useBaseUrl('docs/manage/scheduled-views/scheduled-views-best-practices')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="50"/><h4>Scheduled Views Best Practices and Examples</h4></a>
   <p>Get to know some tips for setting up Scheduled View queries.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/scheduled-views/view-list-scheduled-views"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="50"/><h4>View Information About Scheduled Views</h4></a>
+  <a href={useBaseUrl('docs/manage/scheduled-views/view-list-scheduled-views')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="50"/><h4>View Information About Scheduled Views</h4></a>
   <p>Learn how to view a list of Scheduled Views configured for your org.</p>
   </div>
 </div>
diff --git a/docs/manage/security/audit-indexes/index.md b/docs/manage/security/audit-indexes/index.md
index 670fabb95a..8454d343bd 100644
--- a/docs/manage/security/audit-indexes/index.md
+++ b/docs/manage/security/audit-indexes/index.md
@@ -29,31 +29,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/audit-indexes/audit-index"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Index</h4></a>
+  <a href={useBaseUrl('docs/manage/security/audit-indexes/audit-index')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Index</h4></a>
   <p>Collect event logs in plain text on account activities, such as account management, user activity, scheduled searches, and alerting.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/audit-indexes/search-audit-index"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Search Audit Index</h4></a>
+  <a href={useBaseUrl('docs/manage/security/audit-indexes/search-audit-index')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Search Audit Index</h4></a>
   <p>Collect event logs on search activities in your account.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/audit-indexes/audit-event-index"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Event Index</h4></a>
+  <a href={useBaseUrl('docs/manage/security/audit-indexes/audit-event-index')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Event Index</h4></a>
   <p>Collect event logs in JSON format on account activities for a wide range of actions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/audit-indexes/system-event-index"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>System Event Index</h4></a>
+  <a href={useBaseUrl('docs/manage/security/audit-indexes/system-event-index')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>System Event Index</h4></a>
   <p>Collect event logs in JSON format on system activities.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/audit-indexes/documentation-audit-log-definitions"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Documentation for Audit Log Definitions</h4></a>
+  <a href={useBaseUrl('docs/manage/security/audit-indexes/documentation-audit-log-definitions')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Documentation for Audit Log Definitions</h4></a>
   <p>See Audit Event Log Definitions documentation for audited events.</p>
   </div>
 </div>
diff --git a/docs/manage/security/index.md b/docs/manage/security/index.md
index b117627ed7..0543b141c0 100644
--- a/docs/manage/security/index.md
+++ b/docs/manage/security/index.md
@@ -25,97 +25,97 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/about-2-step-verification"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>About 2-Step Verification</h4></a>
+  <a href={useBaseUrl('docs/manage/security/about-2-step-verification')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>About 2-Step Verification</h4></a>
   <p>Learn how to enhance security and secure sensitive data stored in Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/2-step-verification-admins"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>2-Step Verification for Administrators</h4></a>
+  <a href={useBaseUrl('docs/manage/security/2-step-verification-admins')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>2-Step Verification for Administrators</h4></a>
   <p>Learn how to set up and manage 2-Step Verification across your organization.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/2-step-verification-users"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>2-Step Verification for Users</h4></a>
+  <a href={useBaseUrl('docs/manage/security/2-step-verification-users')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>2-Step Verification for Users</h4></a>
   <p>Learn how to set up and use 2-Step Verification for your user account.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/access-keys"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Access Keys</h4></a>
+  <a href={useBaseUrl('docs/manage/security/access-keys')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Access Keys</h4></a>
   <p>Learn how to use Access Keys to securely register new Collectors or access Sumo Logic APIs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/audit-indexes"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Indexes</h4></a>
+  <a href={useBaseUrl('docs/manage/security/audit-indexes')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Indexes</h4></a>
   <p>Learn how to use audit indexes to query for events in Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/audit-event-index"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Event Index</h4></a>
+  <a href={useBaseUrl('docs/manage/security/audit-event-index')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit Event Index</h4></a>
   <p>Learn how to get event logs in JSON format on account activities.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/create-allowlist-ip-cidr-addresses"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Create an Allowlist for IP or CIDR Addresses</h4></a>
+  <a href={useBaseUrl('docs/manage/security/create-allowlist-ip-cidr-addresses')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Create an Allowlist for IP or CIDR Addresses</h4></a>
   <p>Learn how to explicitly grant access to specific IP OR CIDR Addresses.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/data-access-level-shared-dashboards"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Data Access Level for Shared Dashboards</h4></a>
+  <a href={useBaseUrl('docs/manage/security/data-access-level-shared-dashboards')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Data Access Level for Shared Dashboards</h4></a>
   <p>Learn how to set all newly created dashboards to run with the viewer's role access filter.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/enable-support-account"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Enable a Support Account</h4></a>
+    <a href={useBaseUrl('docs/manage/security/enable-support-account')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Enable a Support Account</h4></a>
     <p>Learn how to address support issues when they arise.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/installation-tokens"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Installation Tokens</h4></a>
+    <a href={useBaseUrl('docs/manage/security/installation-tokens')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Installation Tokens</h4></a>
     <p>Learn how to use Installation Tokens to register Installed Collectors.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/saml"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>SAML</h4></a>
+    <a href={useBaseUrl('docs/manage/security/saml')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>SAML</h4></a>
     <p>Learn how to provision SAML for Single Sign-On access to Sumo Logic.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/search-audit-index"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Search Audit Index</h4></a>
+    <a href={useBaseUrl('docs/manage/security/search-audit-index')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Search Audit Index</h4></a>
     <p>Learn how to enable event logs on search usage and activities for your account.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/log-search-audit-index"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Log Search Audit Index</h4></a>
+    <a href={useBaseUrl('docs/manage/security/log-search-audit-index')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Log Search Audit Index</h4></a>
     <p>Learn how to query the Search Audit Index for search usage and activities for your account.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/set-password-policy"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Set the Password Policy</h4></a>
+    <a href={useBaseUrl('docs/manage/security/set-password-policy')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Set the Password Policy</h4></a>
     <p>Learn how to set the account password policy for any user in your organization.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/set-limit-user-concurrent-sessions"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Set a Limit for User Concurrent Sessions</h4></a>
+    <a href={useBaseUrl('docs/manage/security/set-limit-user-concurrent-sessions')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Set a Limit for User Concurrent Sessions</h4></a>
     <p>Learn how to limit the number of open concurrent sessions by a user.</p>
   </div>
 </div>
     <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/manage/security/set-max-web-session-timeout"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Set a Maximum Web Session Timeout</h4></a>
+    <a href={useBaseUrl('docs/manage/security/set-max-web-session-timeout')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Set a Maximum Web Session Timeout</h4></a>
     <p>Learn how to specify the maximum web session timeout period that users in your org can select.</p>
   </div>
 </div>
diff --git a/docs/manage/security/saml/index.md b/docs/manage/security/saml/index.md
index a426e50cc4..7c44d1bd3c 100644
--- a/docs/manage/security/saml/index.md
+++ b/docs/manage/security/saml/index.md
@@ -23,61 +23,61 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/set-up-saml"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Set Up SAML for Single Sign-On</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/set-up-saml')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Set Up SAML for Single Sign-On</h4></a>
   <p>Learn how to enable SSO for users to access Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/integrate-with-bitium"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with Bitium</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/integrate-with-bitium')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with Bitium</h4></a>
   <p>Learn how to integrate Bitium with Sumo Logic's SAML for SSO login.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/integrate-google-iam-service"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with Google Apps (G Suite) IAM</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/integrate-google-iam-service')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with Google Apps (G Suite) IAM</h4></a>
   <p>Learn how to integrate Sumo Logic SAML with Google Apps IAM for SSO login.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/integrate-sumo-logic-with-okta"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with Okta</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/integrate-sumo-logic-with-okta')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with Okta</h4></a>
   <p>Learn how to integrate Sumo Logic’s SAML 2.0 API with Okta for SSO login.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/integrate-onelogin"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with OneLogin</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/integrate-onelogin')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo Logic with OneLogin</h4></a>
   <p>Learn how to integrate Sumo Logic with OneLogin for SSO login.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/integrate-aws-sso"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo with AWS Single Sign-On</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/integrate-aws-sso')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo with AWS Single Sign-On</h4></a>
   <p>Learn how to configure AWS Single Sign-On for Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/integrate-sumo-with-azure-ad"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo with Azure AD</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/integrate-sumo-with-azure-ad')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Integrate Sumo with Azure AD</h4></a>
   <p>Learn how to enable SSO for user access to Sumo Logic using Azure AD.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/manage-permissions-with-adfs"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Manage Permissions with ADFS</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/manage-permissions-with-adfs')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Manage Permissions with ADFS</h4></a>
   <p>Learn how to manage Sumo Logic user permissions using ADFS and SAML.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/set-up-adfs-authenticate-users"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Set Up ADFS to Authenticate Sumo Logic Users</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/set-up-adfs-authenticate-users')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Set Up ADFS to Authenticate Sumo Logic Users</h4></a>
   <p>Learn how to configure ADFS to authenticate Sumo Logic users.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/security/saml/view-saml-debug-information"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>View SAML Debug Information</h4></a>
+  <a href={useBaseUrl('docs/manage/security/saml/view-saml-debug-information')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>View SAML Debug Information</h4></a>
   <p>Learn how to use the Debug Mode to troubleshoot SAML issues.</p>
   </div>
 </div>
diff --git a/docs/manage/users-roles/index.md b/docs/manage/users-roles/index.md
index f8161b31fa..b5eaaaa261 100644
--- a/docs/manage/users-roles/index.md
+++ b/docs/manage/users-roles/index.md
@@ -27,13 +27,13 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/roles/role-based-access-control"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="User and gear icon" width="40"/><h4>Manage Roles</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/roles/role-based-access-control')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="User and gear icon" width="40"/><h4>Manage Roles</h4></a>
   <p>Learn how to use roles to determine the functions that users can perform in Sumo Logic and the data they can view.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/roles/create-manage-roles"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="User and gear icon" width="40"/><h4>Manage Users</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/roles/create-manage-roles')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="User and gear icon" width="40"/><h4>Manage Users</h4></a>
   <p>Learn how to create user accounts and assign roles to users.</p>
   </div>
 </div>
diff --git a/docs/manage/users-roles/roles/index.md b/docs/manage/users-roles/roles/index.md
index 303fba639d..99e045d2b8 100644
--- a/docs/manage/users-roles/roles/index.md
+++ b/docs/manage/users-roles/roles/index.md
@@ -24,31 +24,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/roles/role-based-access-control"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Role-Based Access Control</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/roles/role-based-access-control')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Role-Based Access Control</h4></a>
   <p>Learn how to grant access and capabilities to data in Sumo Logic using roles.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/roles/create-manage-roles"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Create and Manage Roles</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/roles/create-manage-roles')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Create and Manage Roles</h4></a>
   <p>Learn how to create custom roles for your users.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/roles/role-capabilities"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Role Capabilities</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/roles/role-capabilities')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Role Capabilities</h4></a>
   <p>Learn how to assign various capabilities while creating user roles.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/roles/construct-search-filter-for-role"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Construct a Search Filter for a Role</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/roles/construct-search-filter-for-role')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Construct a Search Filter for a Role</h4></a>
   <p>Learn how to define a search filter for a role.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/roles/add-remove-users-role"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Add or Remove Users from a Role</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/roles/add-remove-users-role')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="User icon" width="40"/><h4>Add or Remove Users from a Role</h4></a>
   <p>Learn how to change the default assignment of roles to users.</p>
   </div>
 </div>
diff --git a/docs/manage/users-roles/users/index.md b/docs/manage/users-roles/users/index.md
index 64542c1836..cd9553460e 100644
--- a/docs/manage/users-roles/users/index.md
+++ b/docs/manage/users-roles/users/index.md
@@ -24,61 +24,61 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/create-edit-users"><img src={useBaseUrl('img/icons/manage.png')} alt="Person and gear icon" width="40"/><h4>Create and Edit Users</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/create-edit-users')}><img src={useBaseUrl('img/icons/manage.png')} alt="Person and gear icon" width="40"/><h4>Create and Edit Users</h4></a>
   <p>Learn how to create, edit, and view user accounts.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/change-users-email-address"><img src={useBaseUrl('img/icons/general/mail.png')} alt="Envelope icon" width="40"/><h4>Change a User's Email Address</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/change-users-email-address')}><img src={useBaseUrl('img/icons/general/mail.png')} alt="Envelope icon" width="40"/><h4>Change a User's Email Address</h4></a>
   <p>Learn how to change a user's email address.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/account-locked"><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Wrenche icon" width="40"/><h4>What to Do if Your Account is Locked</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/account-locked')}><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Wrenche icon" width="40"/><h4>What to Do if Your Account is Locked</h4></a>
   <p>Learn how to unlock a user's locked account.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/reset-user-password"><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="Users icon" width="40"/><h4>Reset a User's Password</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/reset-user-password')}><img src={useBaseUrl('img/icons/operations/role-based-access.png')} alt="Users icon" width="40"/><h4>Reset a User's Password</h4></a>
   <p>Learn how to reset another user's password.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/unlock-user-account"><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Unlocking User Accounts</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/unlock-user-account')}><img src={useBaseUrl('img/icons/security/unlock.png')} alt="Padlock icon" width="40"/><h4>Unlocking User Accounts</h4></a>
   <p>Learn how to manually unlock an account before the expiry of the default lockout period.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/deactivate-activate-user"><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="User and gear icon" width="40"/><h4>Deactivate or Activate a User</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/deactivate-activate-user')}><img src={useBaseUrl('img/icons/business/user-permissions.png')} alt="User and gear icon" width="40"/><h4>Deactivate or Activate a User</h4></a>
   <p>Learn how to deactivate a user without removing the user account or reactivate a deactivated user.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/delete-user"><img src={useBaseUrl('img/icons/general/information.png')} alt="Exclamation point in a circle icon" width="40"/><h4>Delete a User</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/delete-user')}><img src={useBaseUrl('img/icons/general/information.png')} alt="Exclamation point in a circle icon" width="40"/><h4>Delete a User</h4></a>
   <p>Learn how to remove a user permanently by deleting the user account.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/offboard-user"><img src={useBaseUrl('img/icons/operations/human-to-machine.png')} alt="User and flowchart icon" width="40"/><h4>Offboard a User</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/offboard-user')}><img src={useBaseUrl('img/icons/operations/human-to-machine.png')} alt="User and flowchart icon" width="40"/><h4>Offboard a User</h4></a>
   <p>Learn the steps to take when removing a user from your Org's Sumo Logic Account.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/multi-account-access"><img src={useBaseUrl('img/icons/operations/multi-app-support.png')} alt="User and flowchart icon" width="40"/><h4>Multi-Account Access</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/multi-account-access')}><img src={useBaseUrl('img/icons/operations/multi-app-support.png')} alt="User and flowchart icon" width="40"/><h4>Multi-Account Access</h4></a>
   <p>Learn how to log into multiple Sumo Logic accounts using a single username and password.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/manage/users-roles/users/secure-third-party-service-access"><img src={useBaseUrl('img/icons/cloud/3rd-party-systems.png')} alt="Boxes icon" width="40"/><h4>Verification for Secure Third-Party Service Access</h4></a>
+  <a href={useBaseUrl('docs/manage/users-roles/users/secure-third-party-service-access')}><img src={useBaseUrl('img/icons/cloud/3rd-party-systems.png')} alt="Boxes icon" width="40"/><h4>Verification for Secure Third-Party Service Access</h4></a>
   <p>Get to know several links in the Help menu that securely connect to third-party services.</p>
   </div>
 </div>
diff --git a/docs/metrics/index.md b/docs/metrics/index.md
index 746bf64934..1b4a8285ac 100644
--- a/docs/metrics/index.md
+++ b/docs/metrics/index.md
@@ -20,55 +20,55 @@ Metrics are an effective tool for monitoring, troubleshooting, and identifying t
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/introduction"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Intro to Metrics</h4></a>
+  <a href={useBaseUrl('docs/metrics/introduction')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Intro to Metrics</h4></a>
   <p>Use Metrics for monitoring, troubleshooting, and identifying root causes.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-queries"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Queries</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Queries</h4></a>
   <p>Sumo Logic metric query operators and metrics queries.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Operators</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Operators</h4></a>
   <p>Metrics operator syntax rules and examples.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/manage-metric-volume"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Managing Metrics Volume</h4></a>
+  <a href={useBaseUrl('docs/metrics/manage-metric-volume')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Managing Metrics Volume</h4></a>
   <p>Metric ingestion and storage, metric data limits, and metrics throttling.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metric-rules-editor"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Rules Editor</h4></a>
+  <a href={useBaseUrl('docs/metrics/metric-rules-editor')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Rules Editor</h4></a>
   <p>The Metrics rules editor allows you to tag metrics with data derived from the metric identifier.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-transformation-rules"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Transformation Rules</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-transformation-rules')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Transformation Rules</h4></a>
   <p>Control how long raw metrics are retained.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/logs-to-metrics"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Logs-to-Metrics</h4></a>
+  <a href={useBaseUrl('docs/metrics/logs-to-metrics')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Logs-to-Metrics</h4></a>
   <p>Set up rules to extract or create metrics from log data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-dpm"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Data Ingestion</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-dpm')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Metrics Data Ingestion</h4></a>
   <p>View detailed information about your metrics data consumption.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/kubernetes-metrics"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Kubernetes Metrics</h4></a>
+  <a href={useBaseUrl('docs/metrics/kubernetes-metrics')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Kubernetes Metrics</h4></a>
   <p>Kubernetes metrics are collected when you deploy our Kubernetes collection.</p>
   </div>
 </div>
diff --git a/docs/metrics/manage-metric-volume/index.md b/docs/metrics/manage-metric-volume/index.md
index f13a8a2295..fd906631db 100644
--- a/docs/metrics/manage-metric-volume/index.md
+++ b/docs/metrics/manage-metric-volume/index.md
@@ -14,25 +14,25 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/manage-metric-volume/data-limits-for-metrics"><img src={useBaseUrl('img/icons/operations/investigate.png')} alt="icon" width="40"/><h4>Data Limits for Metrics</h4></a>
+  <a href={useBaseUrl('docs/metrics/manage-metric-volume/data-limits-for-metrics')}><img src={useBaseUrl('img/icons/operations/investigate.png')} alt="icon" width="40"/><h4>Data Limits for Metrics</h4></a>
   <p>Get to know the volume of metrics that you are ingesting into Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/manage-metric-volume/disabled-metrics-sources"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Disabled Metrics Sources</h4></a>
+  <a href={useBaseUrl('docs/metrics/manage-metric-volume/disabled-metrics-sources')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Disabled Metrics Sources</h4></a>
   <p>Learn how to remove the limits set on the number of ingested time series.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/manage-metric-volume/metric-ingestion-and-storage"><img src={useBaseUrl('img/icons/operations/sensor.png')} alt="icon" width="40"/><h4>Metric Ingestion and Storage</h4></a>
+  <a href={useBaseUrl('docs/metrics/manage-metric-volume/metric-ingestion-and-storage')}><img src={useBaseUrl('img/icons/operations/sensor.png')} alt="icon" width="40"/><h4>Metric Ingestion and Storage</h4></a>
   <p>Learn about how Sumo Logic stores raw and rolled up metrics data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/manage-metric-volume/metric-throttling"><img src={useBaseUrl('img/icons/cloud/performance.png')} alt="icon" width="40"/><h4>Metric Throttling</h4></a>
+  <a href={useBaseUrl('docs/metrics/manage-metric-volume/metric-throttling')}><img src={useBaseUrl('img/icons/cloud/performance.png')} alt="icon" width="40"/><h4>Metric Throttling</h4></a>
   <p>Get information on how Sumo Logic throttles metric when metrics ingestion exceeds your DPM limit.</p>
   </div>
 </div>
diff --git a/docs/metrics/metrics-operators/index.md b/docs/metrics/metrics-operators/index.md
index 0773768ba9..413b653e8b 100644
--- a/docs/metrics/metrics-operators/index.md
+++ b/docs/metrics/metrics-operators/index.md
@@ -17,151 +17,151 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/accum"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>accum</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/accum')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>accum</h4></a>
   <p>Learn how to create a series of running totals for each metric time series.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/along"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>along</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/along')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>along</h4></a>
   <p>Learn how to control what results are joined based on the value of one or more result fields.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/avg"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>avg</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/avg')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>avg</h4></a>
   <p>Learn how to calculate the average of all matching time series.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/bottomk"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>bottomk</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/bottomk')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>bottomk</h4></a>
   <p>Learn how to apply a specified aggregation function to the time series that match the query selector.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/count"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>count</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/count')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>count</h4></a>
   <p>Learn how to count the total number of time series that match the query.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/delta/"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>delta</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/delta/')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>delta</h4></a>
   <p>Learn how to compute the backward difference at each data point in the time series.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/eval"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>eval</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/eval')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>eval</h4></a>
   <p>Learn how to evaluate a time series based on a user-specified arithmetic or mathematical function.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/ewma"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>ewma</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/ewma')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>ewma</h4></a>
   <p>Learn how to compute an EWMA on the data points returned by the query for the selected time range.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/fillmissing"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>fillmissing</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/fillmissing')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>fillmissing</h4></a>
   <p>Learn how to fill empty time slices in metric query results with a derived data point.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-operators/filter"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>filter</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-operators/filter')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>filter</h4></a>
   <p>Learn how to limit the results returned by a metric query.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/histogram-quantile"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>histogram_quantile</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/histogram-quantile')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>histogram_quantile</h4></a>
     <p>Learn how to calculate the φ-quantile from the buckets of a histogram. </p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/in"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>in</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/in')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>in</h4></a>
     <p>Learn how to use this operator in a metrics query selector as shorthand for multiple OR conditions.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/max"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>max</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/max')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>max</h4></a>
     <p>Learn how to calculate the maximum value of the time series that match the query.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/min"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>min</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/min')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>min</h4></a>
     <p>Learn how to calculate the minimum value of the time series that match the query.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/outlier"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>outlier</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/outlier')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>outlier</h4></a>
     <p>Learn how to identify metrics data points that are outside the range of expected values.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/parse"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>parse</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/parse')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>parse</h4></a>
     <p>Learn how to parse the specified field to create new fields to use in the metrics query.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/predict"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>predict</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/predict')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>predict</h4></a>
     <p>Learn how to take a single time series metric to predict future values.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/pct"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>pct</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/pct')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>pct</h4></a>
     <p>Learn how to calculate the nth percentile of values of the input series for each time interval.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/quantize"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>quantize</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/quantize')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>quantize</h4></a>
     <p>Learn how to use this operator to control Sumo’s quantization behavior.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/rate"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>rate</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/rate')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>rate</h4></a>
     <p>Learn how to calculate the per-second rate of change between consecutive data points.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/stddev"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>stddev</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/stddev')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>stddev</h4></a>
     <p>Learn how to measure the magnitude of deviations between the values in a time series.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/metrics/metrics-operators/sum"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>sum</h4></a>
+    <a href={useBaseUrl('docs/metrics/metrics-operators/sum')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>sum</h4></a>
     <p>Learn how to calculate the sum of the metrics values that match the query.</p>
     </div>
   </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/metrics/metrics-operators/timeshift"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>timeshift</h4></a>
+      <a href={useBaseUrl('docs/metrics/metrics-operators/timeshift')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>timeshift</h4></a>
       <p>Learn how to shift the time series from your metrics query by a specified period of time.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/metrics/metrics-operators/topk"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>topk</h4></a>
+      <a href={useBaseUrl('docs/metrics/metrics-operators/topk')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>topk</h4></a>
       <p>Learn to apply a specified aggregation function to the time series that match the query selector.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/metrics/metrics-operators/where"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>where</h4></a>
+      <a href={useBaseUrl('docs/metrics/metrics-operators/where')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>where</h4></a>
       <p>Learn how to filter out entire time series, or individual data points within a time series.</p>
       </div>
     </div>
diff --git a/docs/metrics/metrics-queries/index.md b/docs/metrics/metrics-queries/index.md
index 1cad61bea1..a9f7269a07 100644
--- a/docs/metrics/metrics-queries/index.md
+++ b/docs/metrics/metrics-queries/index.md
@@ -14,55 +14,55 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-queries/metrics-explorer"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Metrics Explorer</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/metrics-explorer')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Metrics Explorer</h4></a>
   <p>Learn how to use the Metrics Explorer to query your metrics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/metrics/metrics-queries/map-charts"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Map Charts</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/map-charts')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Map Charts</h4></a>
   <p>Learn how to visualize metrics query results by geographic location.</p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/metrics/metrics-queries/heat-map"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Heat Maps</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/heat-map')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Heat Maps</h4></a>
   <p>Learn how to visualize the count of data points returned by a metrics query.</p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/metrics/metrics-queries/funnel-chart"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Funnel Chart</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/funnel-chart')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Funnel Chart</h4></a>
   <p>Learn how to visualize the status of a process with sequential steps.</p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/metrics/metrics-queries/metric-query-autocomplete"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Metric Query Autocomplete</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/metric-query-autocomplete')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Metric Query Autocomplete</h4></a>
   <p>Learn how to set up an autocomplete dropdown dialog that makes query writing easier.</p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/metrics/metrics-queries/query-comments"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Using Comments in Queries</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/query-comments')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Using Comments in Queries</h4></a>
   <p>Learn to add comments to a metrics query and comment out parts of the query using comment formatting.</p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/metrics/metrics-queries/aggregation-tips"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Metric Aggregation Tips</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/aggregation-tips')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Metric Aggregation Tips</h4></a>
   <p>Learn to display a tip for how to use an aggregation clause to produce more readable results. </p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/metrics/metrics-queries/metric-query-error-messages"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Error Messages</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/metric-query-error-messages')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Error Messages</h4></a>
   <p>Learn about warnings and error messages presented for long-running metric queries and metric queries.</p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/metrics/metrics-queries/share-metric-query"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Share a Metric Query</h4></a>
+  <a href={useBaseUrl('docs/metrics/metrics-queries/share-metric-query')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Share a Metric Query</h4></a>
   <p>Learn how to share a saved or unsaved metric query.</p>
   </div>
 </div>
diff --git a/docs/observability/aws/index.md b/docs/observability/aws/index.md
index d82d7a8796..b0eac6192f 100644
--- a/docs/observability/aws/index.md
+++ b/docs/observability/aws/index.md
@@ -40,31 +40,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/about"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>About AWS Observability</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/about')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>About AWS Observability</h4></a>
   <p>Learn about the features, benefits, and resources created by the AWS Observability solution.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/deploy-use-aws-observability"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>Deploy and Use AWS Observability</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/deploy-use-aws-observability')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>Deploy and Use AWS Observability</h4></a>
   <p>Learn how to simplify the monitoring and troubleshooting of your AWS cloud infrastructure.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/other-configurations-tools"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>Other Configurations and Tools</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/other-configurations-tools')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>Other Configurations and Tools</h4></a>
   <p>Learn about adding a new AWS service, updating existing host metrics, and using AWS Control Tower.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>AWS Observability Apps</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>AWS Observability Apps</h4></a>
   <p>Familiarize yourself with information about the AWS Observability Solution apps.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/faq"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/faq')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>FAQ</h4></a>
   <p>Learn answers to frequently asked questions about our AWS Observability Solution apps.</p>
   </div>
 </div>
diff --git a/docs/observability/aws/integrations/index.md b/docs/observability/aws/integrations/index.md
index 4ac56475a7..15e07cc1c0 100644
--- a/docs/observability/aws/integrations/index.md
+++ b/docs/observability/aws/integrations/index.md
@@ -13,85 +13,85 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-api-gateway"><img src={useBaseUrl('img/integrations/amazon-aws/AWS_API_Gateway.png')} alt="icon" width="40"/><h4>AWS API Gateway</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-api-gateway')}><img src={useBaseUrl('img/integrations/amazon-aws/AWS_API_Gateway.png')} alt="icon" width="40"/><h4>AWS API Gateway</h4></a>
   <p>Learn how to get insights into API Gateway tasks while accepting and processing concurrent API calls.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-application-load-balancer"><img src={useBaseUrl('img/integrations/amazon-aws/alb.png')} alt="icon" width="40"/><h4>AWS Application Load Balancer</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-application-load-balancer')}><img src={useBaseUrl('img/integrations/amazon-aws/alb.png')} alt="icon" width="40"/><h4>AWS Application Load Balancer</h4></a>
   <p>Learn how to gain visibility into the health of your Application Load Balancer and target groups.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-classic-load-balancer"><img src={useBaseUrl('img/integrations/amazon-aws/elb-classic.png')} alt="icon" width="40"/><h4>AWS Classic Load Balancer</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-classic-load-balancer')}><img src={useBaseUrl('img/integrations/amazon-aws/elb-classic.png')} alt="icon" width="40"/><h4>AWS Classic Load Balancer</h4></a>
   <p>Learn how to gain visibility into the health of your Classic Load Balancer.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-dynamodb"><img src={useBaseUrl('img/integrations/amazon-aws/dynamodb.png')} alt="icon" width="40"/><h4>AWS DynamoDB</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-dynamodb')}><img src={useBaseUrl('img/integrations/amazon-aws/dynamodb.png')} alt="icon" width="40"/><h4>AWS DynamoDB</h4></a>
   <p>Learn how to get operational insights into DynamoDB instances across your infrastructure.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-ec2-metrics"><img src={useBaseUrl('img/integrations/amazon-aws/AWS_EC2_CW_Metrics.png')} alt="icon" width="40"/><h4>AWS EC2 Metrics</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-ec2-metrics')}><img src={useBaseUrl('img/integrations/amazon-aws/AWS_EC2_CW_Metrics.png')} alt="icon" width="40"/><h4>AWS EC2 Metrics</h4></a>
   <p>Learn how to display your EC2 instance metrics (CloudWatch) using predefined dashboards.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-ec2-host-metrics"><img src={useBaseUrl('img/integrations/amazon-aws/AWS_EC2_CW_Metrics.png')} alt="icon" width="40"/><h4>AWS EC2 Host Metrics</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-ec2-host-metrics')}><img src={useBaseUrl('img/integrations/amazon-aws/AWS_EC2_CW_Metrics.png')} alt="icon" width="40"/><h4>AWS EC2 Host Metrics</h4></a>
   <p>Learn to collect local host metrics and display them using predefined search queries and dashboards.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-lambda"><img src={useBaseUrl('img/integrations/amazon-aws/lambda.png')} alt="icon" width="40"/><h4>AWS Lambda</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-lambda')}><img src={useBaseUrl('img/integrations/amazon-aws/lambda.png')} alt="icon" width="40"/><h4>AWS Lambda</h4></a>
   <p>Learn how to utilize Lambda Logs and Metrics from CloudWatch, and CloudTrail Lambda Data Events.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/aws-network-load-balancer"><img src={useBaseUrl('img/integrations/amazon-aws/elb-app.png')} alt="icon" width="40"/><h4>AWS Network Load Balancer</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/aws-network-load-balancer')}><img src={useBaseUrl('img/integrations/amazon-aws/elb-app.png')} alt="icon" width="40"/><h4>AWS Network Load Balancer</h4></a>
   <p>Learn how to get insights to ensure that your Network Load-Balancers are operating as expected.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/amazon-rds"><img src={useBaseUrl('img/integrations/amazon-aws/rds.png')} alt="icon" width="40"/><h4>Amazon RDS</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/amazon-rds')}><img src={useBaseUrl('img/integrations/amazon-aws/rds.png')} alt="icon" width="40"/><h4>Amazon RDS</h4></a>
   <p>Learn how to get visibility into your Amazon RDS metrics collected with a CloudWatch metrics source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/amazon-ecs"><img src={useBaseUrl('img/integrations/amazon-aws/ecs.png')} alt="icon" width="40"/><h4>Amazon ECS</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/amazon-ecs')}><img src={useBaseUrl('img/integrations/amazon-aws/ecs.png')} alt="icon" width="40"/><h4>Amazon ECS</h4></a>
   <p>Learn to manage your clusters, and monitor capacity and resource utilization of ECS components.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/amazon-elasticache"><img src={useBaseUrl('img/integrations/amazon-aws/elasticache.png')} alt="icon" width="40"/><h4>Amazon ElastiCache</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/amazon-elasticache')}><img src={useBaseUrl('img/integrations/amazon-aws/elasticache.png')} alt="icon" width="40"/><h4>Amazon ElastiCache</h4></a>
   <p>Learn to set up, run, and scale popular open-source compatible in-memory data stores in the cloud.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/amazon-sns"><img src={useBaseUrl('img/integrations/amazon-aws/sns.png')} alt="icon" width="40"/><h4>Amazon SNS</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/amazon-sns')}><img src={useBaseUrl('img/integrations/amazon-aws/sns.png')} alt="icon" width="40"/><h4>Amazon SNS</h4></a>
   <p>Learn how to get insights into the operations and utilization of your SNS service.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/amazon-sqs"><img src={useBaseUrl('img/integrations/amazon-aws/sqs.png')} alt="icon" width="40"/><h4>Amazon SQS</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/amazon-sqs')}><img src={useBaseUrl('img/integrations/amazon-aws/sqs.png')} alt="icon" width="40"/><h4>Amazon SQS</h4></a>
   <p>Learn how to get operational insights into your Amazon SQS utilization.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/integrations/global-intelligence-cloudtrail-devops"><img src={useBaseUrl('img/integrations/amazon-aws/gi-devops.png')} alt="icon" width="50"/><h4>Global Intelligence for AWS CloudTrail DevOps</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/integrations/global-intelligence-cloudtrail-devops')}><img src={useBaseUrl('img/integrations/amazon-aws/gi-devops.png')} alt="icon" width="50"/><h4>Global Intelligence for AWS CloudTrail DevOps</h4></a>
   <p>A guide to the Sumo Logic app for GI for AWS CloudTrail DevOps.</p>
   </div>
 </div>
diff --git a/docs/observability/aws/other-configurations-tools/index.md b/docs/observability/aws/other-configurations-tools/index.md
index cf4d45895d..8270c5bf89 100644
--- a/docs/observability/aws/other-configurations-tools/index.md
+++ b/docs/observability/aws/other-configurations-tools/index.md
@@ -13,19 +13,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/other-configurations-tools/add-new-aws-service"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>Add a New AWS Service</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/other-configurations-tools/add-new-aws-service')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="40"/><h4>Add a New AWS Service</h4></a>
   <p>Learn how to add a new dashboard to the Hierarchy.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/other-configurations-tools/add-fields-to-existing-host-metrics-sources"><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Add Fields to Existing Host Metrics Sources</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/other-configurations-tools/add-fields-to-existing-host-metrics-sources')}><img src={useBaseUrl('img/icons/metrics.png')} alt="icon" width="40"/><h4>Add Fields to Existing Host Metrics Sources</h4></a>
   <p>Learn how to update the AWS Observability view hierarchy and existing host metrics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/aws/other-configurations-tools/integrate-control-tower-accounts"><img src={useBaseUrl('img/icons/integrations.png')} alt="icon" width="40"/><h4>Integrate Control Tower Accounts with AWS Observability</h4></a>
+  <a href={useBaseUrl('docs/observability/aws/other-configurations-tools/integrate-control-tower-accounts')}><img src={useBaseUrl('img/icons/integrations.png')} alt="icon" width="40"/><h4>Integrate Control Tower Accounts with AWS Observability</h4></a>
   <p>Learn how to update the AWS Observability solution with AWS Control Tower-managed Accounts.</p>
   </div>
 </div>
diff --git a/docs/observability/index.md b/docs/observability/index.md
index 0e04741e2a..5dd4c65665 100644
--- a/docs/observability/index.md
+++ b/docs/observability/index.md
@@ -15,43 +15,43 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/about"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>About Observability</h4></a>
+  <a href={useBaseUrl('docs/observability/about')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>About Observability</h4></a>
   <p>Learn about the Sumo Logic Observability Solution.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/set-up-collection"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Set up collection</h4></a>
+  <a href={useBaseUrl('docs/observability/set-up-collection')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Set up collection</h4></a>
   <p>Use collectors to start sending critical signals to Sumo Logic.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/monitoring"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Monitoring</h4></a>
+      <a href={useBaseUrl('docs/observability/monitoring')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Monitoring</h4></a>
       <p>Set alerts that notify you about system state changes.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/aws"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>AWS Observability</h4></a>
+      <a href={useBaseUrl('docs/observability/aws')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>AWS Observability</h4></a>
       <p>Simplify monitoring and troubleshooting of your AWS Cloud infrastructure.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/kubernetes"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Kubernetes Observability</h4></a>
+      <a href={useBaseUrl('docs/observability/kubernetes')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Kubernetes Observability</h4></a>
       <p>End-to-end solution for deploying and monitoring your K8s environment.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/reliability-management-slo"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Reliability Management/SLOs</h4></a>
+      <a href={useBaseUrl('docs/observability/reliability-management-slo')}><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Reliability Management/SLOs</h4></a>
       <p>Create Reliability Management dashboards, configure queries, set SLIs, and more.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="https://docs.sensu.io/sensu-go/latest/"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Sensu</h4></a>
+      <a href="https://docs.sensu.io/sensu-go/latest"><img src={useBaseUrl('img/icons/observe.png')} alt="icon" width="35"/><h4>Sensu</h4></a>
       <p>Gain insight into traditional server closets, containers, apps, and more.</p>
       </div>
     </div>
diff --git a/docs/observability/kubernetes/index.md b/docs/observability/kubernetes/index.md
index afcf722c47..b7662ae47d 100644
--- a/docs/observability/kubernetes/index.md
+++ b/docs/observability/kubernetes/index.md
@@ -16,50 +16,50 @@ See the [Sumo Logic Kubernetes Collection Deployment Guide](/docs/send-data/kub
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/kubernetes/about"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Overview</h4></a>
+  <a href={useBaseUrl('docs/observability/kubernetes/about')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Overview</h4></a>
   <p>Learn how Sumo Logic brings ease-of-use to Kubernetes.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/kubernetes/quickstart"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Quickstart</h4></a>
+  <a href={useBaseUrl('docs/observability/kubernetes/quickstart')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Quickstart</h4></a>
   <p>Get up and running with our Kubernetes solution in minutes.</p>
   </div>
 </div>
 <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/observability/kubernetes/collection-setup"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Data Collection</h4></a>
+      <a href={useBaseUrl('docs/observability/kubernetes/collection-setup')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Data Collection</h4></a>
       <p>Overview of Kubernetes collection process for Kubernetes environments, and configuring logs and metrics collection.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/kubernetes/apps"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Kubernetes Apps</h4></a>
+      <a href={useBaseUrl('docs/observability/kubernetes/apps')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Kubernetes Apps</h4></a>
       <p>Sumo Logic provides Kubernetes apps across a variety of platforms, each
       with a set of predefined dashboards.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/kubernetes/alerts"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Setting Alerts</h4></a>
+      <a href={useBaseUrl('docs/observability/kubernetes/alerts')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Setting Alerts</h4></a>
       <p>Sumo Logic monitors provide you with out-of-box alerts ensure that your Kubernetes cluster is available and performing well.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/kubernetes/monitoring"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Monitoring K8s</h4></a>
+      <a href={useBaseUrl('docs/observability/kubernetes/monitoring')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Monitoring K8s</h4></a>
       <p>Learn more about effectively monitoring your Kubernetes environment architecture with Sumo Logic.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/metrics/kubernetes-metrics"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Kubernetes Metrics</h4></a>
+      <a href={useBaseUrl('docs/metrics/kubernetes-metrics')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Kubernetes Metrics</h4></a>
       <p>Learn which Kubernetes metrics are collected when you deploy our [sumologic-kubernetes-collection](/docs/send-data/kubernetes/install-helm-chart).</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/observability/kubernetes/troubleshoot-with-explore"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Troubleshoot with Kubernetes Views</h4></a>
+      <a href={useBaseUrl('docs/observability/kubernetes/troubleshoot-with-explore')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="icon" width="40"/><h4>Troubleshoot with Kubernetes Views</h4></a>
       <p>Kubernetes views allow you to quickly locate an object in your physical K8s stack that needs to be debugged.</p>
       </div>
     </div>
diff --git a/docs/observability/sdo/index.md b/docs/observability/sdo/index.md
index 697c3946b5..788915f735 100644
--- a/docs/observability/sdo/index.md
+++ b/docs/observability/sdo/index.md
@@ -15,37 +15,37 @@ Check out our [DevOps Glossary](https://www.sumologic.com/glossary).
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/sdo/about-sdo"><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>About SDO</h4></a>
+  <a href={useBaseUrl('docs/observability/sdo/about-sdo')}><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>About SDO</h4></a>
   <p>Learn how the Sumo Logic SDO effectively manages and enhances development and production environments.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/sdo/set-up-sdo"><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Set up SDO</h4></a>
+  <a href={useBaseUrl('docs/observability/sdo/set-up-sdo')}><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Set up SDO</h4></a>
   <p>This page provides instruction for setting up the Software Development Optimization Solution including manual, Terraform, and Atlassian Marketplace.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/observability/sdo/install-sdo-app-view-dashboards"><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Install SDO App and Dashboards</h4></a>
+    <a href={useBaseUrl('docs/observability/sdo/install-sdo-app-view-dashboards')}><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Install SDO App and Dashboards</h4></a>
     <p>Learn how to install the SDO app and use pre-configured searches and dashboards that provide insights into your DevOps pipeline.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/sdo/jenkins-plugin-build-deploy-events"><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Jenkins Plugin</h4></a>
+  <a href={useBaseUrl('docs/observability/sdo/jenkins-plugin-build-deploy-events')}><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Jenkins Plugin</h4></a>
   <p>Learn how to send build and deploy events to Sumo Logic from Jenkins Pipeline.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/sdo/supported-tools-schema"><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Supported Tools and Schema</h4></a>
+  <a href={useBaseUrl('docs/observability/sdo/supported-tools-schema')}><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Supported Tools and Schema</h4></a>
   <p>Learn which Tools and Schema are supported by Software Development Optimization Solution.</p>
   </div>
   </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/observability/sdo/integrate-tools-with-sdo"><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Integrate Other DevOps Tools with SDO (Optional)</h4></a>
+  <a href={useBaseUrl('docs/observability/sdo/integrate-tools-with-sdo')}><img src={useBaseUrl('img/icons/sdo.png')} alt="icon" width="45"/><h4>Integrate Other DevOps Tools with SDO (Optional)</h4></a>
   <p>Learn how to integrate other tools with the Software Development Optimization Solution.</p>
   </div>
 </div>
diff --git a/docs/platform-services/automation-service/app-central/index.md b/docs/platform-services/automation-service/app-central/index.md
index af96479d43..29379ac276 100644
--- a/docs/platform-services/automation-service/app-central/index.md
+++ b/docs/platform-services/automation-service/app-central/index.md
@@ -7,32 +7,32 @@ title: App Central
 import useBaseUrl from '@docusaurus/useBaseUrl';
 import Iframe from 'react-iframe';
 
-App Central provides apps to help you be more productive in the Automation Service. From here, you can search and add new integrations with all the needed components. 
+App Central provides apps to help you be more productive in the Automation Service. From here, you can search and add new integrations with all the needed components.
 
 In this section, we'll introduce the following concepts:
 
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/automation-service-app-central/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>About App Central</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/automation-service-app-central')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>About App Central</h4></a>
   <p>Learn how to use App Central to get new applications and tools.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/playbooks-in-app-central/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Playbooks in App Central</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/playbooks-in-app-central')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Playbooks in App Central</h4></a>
   <p>Learn about the available playbooks in App Central.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/configure-authentication-for-integrations/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Configure Authentication for Integrations</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/configure-authentication-for-integrations')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Configure Authentication for Integrations</h4></a>
   <p>Learn how to configure authentication for integrations.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/app-central/integrations/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Integrations in App Central</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/app-central/integrations')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Integrations in App Central</h4></a>
   <p>See all the integrations available for installation in App Central.</p>
   </div>
 </div>
diff --git a/docs/platform-services/automation-service/index.md b/docs/platform-services/automation-service/index.md
index 3752cce70d..9acdd6a580 100644
--- a/docs/platform-services/automation-service/index.md
+++ b/docs/platform-services/automation-service/index.md
@@ -14,43 +14,43 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/about-automation-service/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>About the Automation Service</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/about-automation-service/')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>About the Automation Service</h4></a>
   <p>Get an overview of how the Automation Service allows you to automate actions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/app-central/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>App Central</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/app-central/')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>App Central</h4></a>
   <p>Learn how to use App Central to get new applications and tools.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/automation-service-playbooks/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Playbooks</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/automation-service-playbooks/')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Playbooks</h4></a>
   <p>Learn about playbooks. A playbook is a predefined set of actions and conditional statements that run in an automated workflow to respond to a certain event or incident type.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/automation-service-integrations/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Integrations</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/automation-service-integrations/')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Integrations</h4></a>
   <p>Learn how integrations are connectors to applications from industry-leading network and security vendors. </p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/automation-service-audit-logging/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Audit Logging</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/automation-service-audit-logging/')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Audit Logging</h4></a>
   <p>Learn how to search the Audit Event Index for log events in the Automation Service and Cloud SOAR. </p>
   </div>
 </div>  
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/automation-service-bridge/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Automation Bridge</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/automation-service-bridge/')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Automation Bridge</h4></a>
   <p>Learn how to install a bridge for the Automation Service to allow running custom actions or integrations in an on-premise environment. </p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service/automation-service-integration-framework/"><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Integration Framework</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service/automation-service-integration-framework/')}><img src={useBaseUrl('img/icons/security/siem-challenges.png')} alt="icon" width="40"/><h4>Integration Framework</h4></a>
   <p>Learn about the framework used for integrations. </p>
   </div>
 </div>
diff --git a/docs/platform-services/index.md b/docs/platform-services/index.md
index 4397b71264..b6a423659a 100644
--- a/docs/platform-services/index.md
+++ b/docs/platform-services/index.md
@@ -11,7 +11,7 @@ Platform services are services that are available to use across the entire Sumo
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/platform-services/automation-service"><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="40"/><h4>Automation Service</h4></a>
+  <a href={useBaseUrl('docs/platform-services/automation-service')}><img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="40"/><h4>Automation Service</h4></a>
   <p>Learn how to use the Automation Service to automate actions.</p>
   </div>
 </div>
diff --git a/docs/release-notes/index.md b/docs/release-notes/index.md
index b20337d8d1..876be353ba 100644
--- a/docs/release-notes/index.md
+++ b/docs/release-notes/index.md
@@ -12,7 +12,7 @@ Stay up to date with the latest Sumo Logic enhancements, features, and fixes. Ex
 
 <div className="box smallbox card">
   <div className="container">
-    <a href="/release-notes-service">
+    <a href={useBaseUrl('release-notes-service')}>
       <img src={useBaseUrl('img/icons/manage.png')} alt="icon" width="40" />
       <h4>Service</h4>
     </a>
@@ -25,7 +25,7 @@ Stay up to date with the latest Sumo Logic enhancements, features, and fixes. Ex
 
 <div className="box smallbox card">
   <div className="container">
-    <a href="/release-notes-collector">
+    <a href={useBaseUrl('release-notes-collector')}>
       <img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40" />
       <h4>Collector</h4>
     </a>
@@ -38,7 +38,7 @@ Stay up to date with the latest Sumo Logic enhancements, features, and fixes. Ex
 
 <div className="box smallbox card">
   <div className="container">
-    <a href="/release-notes-cse">
+    <a href={useBaseUrl('release-notes-cse')}>
       <img src={useBaseUrl('img/icons/security/cloud-siem.png')} alt="icon" width="40" />
       <h4>Cloud SIEM</h4>
     </a>
@@ -51,7 +51,7 @@ Stay up to date with the latest Sumo Logic enhancements, features, and fixes. Ex
 
 <div className="box smallbox card">
   <div className="container">
-    <a href="/release-notes-csoar">
+    <a href={useBaseUrl('release-notes-csoar')}>
       <img src={useBaseUrl('img/icons/security/soar-2-color-icon.png')} alt="icon" width="40" />
       <h4>Cloud SOAR</h4>
     </a>
@@ -64,7 +64,7 @@ Stay up to date with the latest Sumo Logic enhancements, features, and fixes. Ex
 
 <div className="box smallbox card">
   <div className="container">
-    <a href="/release-notes-developer">
+    <a href={useBaseUrl('release-notes-developer')}>
       <img src={useBaseUrl('img/icons/cloud/api2.png')} alt="icon" width="40" />
       <h4>Developer</h4>
     </a>
diff --git a/docs/search/behavior-insights/index.md b/docs/search/behavior-insights/index.md
index 6b8d3e4fd2..f48864a004 100644
--- a/docs/search/behavior-insights/index.md
+++ b/docs/search/behavior-insights/index.md
@@ -19,19 +19,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logcompare"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogCompare</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logcompare')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogCompare</h4></a>
   <p>Compare log data from different time periods to detect major changes or anomalies.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logreduce"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogReduce</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logreduce')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogReduce</h4></a>
   <p>Assess activity patterns for things like a range of devices or traffic on a website.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logexplain"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogExplain</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logexplain')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogExplain</h4></a>
   <p>Find the root cause of outliers in logs based on conditions you specify.</p>
   </div>
 </div>
diff --git a/docs/search/behavior-insights/logreduce/index.md b/docs/search/behavior-insights/logreduce/index.md
index c5b503377a..79c1f84a99 100644
--- a/docs/search/behavior-insights/logreduce/index.md
+++ b/docs/search/behavior-insights/logreduce/index.md
@@ -36,37 +36,37 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logreduce/logreduce-operator"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>LogReduce Operator</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logreduce/logreduce-operator')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>LogReduce Operator</h4></a>
   <p>Allows you to quickly assess activity patterns for things like a range of devices or traffic on a website.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logreduce/detect-patterns-with-logreduce"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Detect Patterns with LogReduce</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logreduce/detect-patterns-with-logreduce')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Detect Patterns with LogReduce</h4></a>
   <p>Group messages with similar structures and patterns, providing insight into specific keywords or time range.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logreduce/logreduce-keys"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogReduce Keys</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logreduce/logreduce-keys')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogReduce Keys</h4></a>
   <p>Clusters JSON logs based on keys providing an at-a-glance summary of patterns in logs based on their schema while ignoring specific values.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logreduce/logreduce-values"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogReduce Values</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logreduce/logreduce-values')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>LogReduce Values</h4></a>
   <p>Clusters JSON logs using the values of keys.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logreduce/understand-the-logreduce-relevance-column/"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>LogReduce Relevance Column</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logreduce/understand-the-logreduce-relevance-column/')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>LogReduce Relevance Column</h4></a>
   <p>Displays a numerical score for a signature, predicting which signatures could be most meaningful.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights/logreduce/influence-the-logreduce-outcome"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Influence the LogReduce Outcome</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights/logreduce/influence-the-logreduce-outcome')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Influence the LogReduce Outcome</h4></a>
   <p>Influence the algorithm by editing a signature to increase or decrease your results granularity.</p>
   </div>
 </div>
diff --git a/docs/search/get-started-with-search/build-search/index.md b/docs/search/get-started-with-search/build-search/index.md
index 44792dbd26..6bfa942a1b 100644
--- a/docs/search/get-started-with-search/build-search/index.md
+++ b/docs/search/get-started-with-search/build-search/index.md
@@ -13,49 +13,49 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/best-practices-search"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Best Practices for Searches</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/best-practices-search')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Best Practices for Searches</h4></a>
   <p>Learn to get the most out of searches using these easy-to-follow rules.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/dynamic-parsing"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Dynamic Parsing</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/dynamic-parsing')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Dynamic Parsing</h4></a>
   <p>Learn how to view fields from JSON logs without having to manually specify parsing logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/keyword-search-expressions"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Keyword Search Expressions</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/keyword-search-expressions')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Keyword Search Expressions</h4></a>
   <p>Learn how to define the scope of data for the query.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/search-syntax-overview"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Search Syntax Overview</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/search-syntax-overview')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Search Syntax Overview</h4></a>
   <p>Learn about query syntax and how to construct a search.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/search-templates"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Search Templates</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/search-templates')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Search Templates</h4></a>
   <p>Learn how to simplify searches for your users by giving them a few easy input choices.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/set-time-range"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Set the Time Range</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/set-time-range')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Set the Time Range</h4></a>
   <p>Learn how to adjust the time range for searches and metrics to get the most useful information.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/use-receipt-time"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Use Receipt Time</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/use-receipt-time')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Use Receipt Time</h4></a>
   <p>Learn how to display search data in the order that Collectors received the messages.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/build-search/use-url-to-run-search"><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Use a URL to Run a Search</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/build-search/use-url-to-run-search')}><img src={useBaseUrl('img/icons/operations/frequent-search.png')} alt="icon" width="40"/><h4>Use a URL to Run a Search</h4></a>
   <p>Learn how to create a custom URL to launch a log search in Sumo Logic.</p>
   </div>
 </div>
diff --git a/docs/search/get-started-with-search/index.md b/docs/search/get-started-with-search/index.md
index d769669936..4b610772af 100644
--- a/docs/search/get-started-with-search/index.md
+++ b/docs/search/get-started-with-search/index.md
@@ -31,25 +31,25 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href="/docs/search/get-started-with-search/search-basics">Search Basics</a></h4>
+  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href={useBaseUrl('docs/search/get-started-with-search/search-basics')}>Search Basics</a></h4>
   <p>Sumo Logic search syntax uses logical and familiar operators allowing you to create ad hoc queries quickly and efficiently.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href="/docs/search/get-started-with-search/build-search">Build Searches</a></h4>
+  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href={useBaseUrl('docs/search/get-started-with-search/build-search')}>Build Searches</a></h4>
   <p>Details on building a search - best practices, syntax, time range, and efficient searches.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href="/docs/search/get-started-with-search/search-page">Using the Search Page</a></h4>
+  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href={useBaseUrl('docs/search/get-started-with-search/search-page')}>Using the Search Page</a></h4>
   <p>Understand the basic components of the Search window and how they can help you investigate your issues.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href="/docs/search/get-started-with-search/suggested-searches">Suggested Searches</a></h4>
+  <img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4><a href={useBaseUrl('docs/search/get-started-with-search/suggested-searches')}>Suggested Searches</a></h4>
   <p>Sumo Logic queries can help track and diagnose common IT issues. Take a look at these Sumo Logic suggested searches.</p>
   </div>
 </div>
diff --git a/docs/search/get-started-with-search/search-basics/index.md b/docs/search/get-started-with-search/search-basics/index.md
index 76f0ac3753..6062dfb9aa 100644
--- a/docs/search/get-started-with-search/search-basics/index.md
+++ b/docs/search/get-started-with-search/search-basics/index.md
@@ -13,97 +13,97 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/about-search-basics"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>About Search Basics</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/about-search-basics')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>About Search Basics</h4></a>
   <p>Sumo Logic search syntax, based on a funnel concept, uses logical and familiar operators allowing you to create queries quickly.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/built-in-metadata"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Built-in Metadata</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/built-in-metadata')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Built-in Metadata</h4></a>
   <p>Metadata tags are attached to your log messages at ingest, which is quite useful when you're searching log data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/chart-search-results"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Chart Search Results</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/chart-search-results')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Chart Search Results</h4></a>
   <p>In the Aggregates tab, you can view search results as a chart, such as a bar or column chart.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/comments-search-queries"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Comments in Search Queries</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/comments-search-queries')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Comments in Search Queries</h4></a>
   <p>Learn how to add comments to a search query and comment out lines for notes.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/export-search-results"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Export Search Results</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/export-search-results')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Export Search Results</h4></a>
   <p>Up to 100,000 rows can be exported as a CSV text file.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/pause-cancel-search"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Pause or Cancel a Search</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/pause-cancel-search')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Pause or Cancel a Search</h4></a>
   <p>When a search is in progress, the options to Cancel or Pause the search appear.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/quick-search-collectors-sources"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Quick Search for Collectors and Sources</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/quick-search-collectors-sources')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Quick Search for Collectors and Sources</h4></a>
   <p>Quickly start a search for a Collector, Source, or Source Category from the Manage Collection page.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-basics/reference-field-special-characters"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Reference a Field with Special Characters</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/reference-field-special-characters')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Reference a Field with Special Characters</h4></a>
   <p>Reference a field name that contains a special character.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/save-search"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Save a Search</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/save-search')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Save a Search</h4></a>
       <p>Save your favorite searches to run them again later.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/search-autocomplete"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Search Autocomplete</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/search-autocomplete')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Search Autocomplete</h4></a>
       <p>The search autocomplete dropdown dialog offers suggestions to make query writing easier.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/search-large-messages"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Search Large Messages</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/search-large-messages')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Search Large Messages</h4></a>
       <p>Learn how to search large log messages, which Sumo Logic slices into smaller message chunks.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/search-surrounding-messages"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Search Surrounding Messages</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/search-surrounding-messages')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Search Surrounding Messages</h4></a>
       <p>Investigate events surrounding a message in your Messages list.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/share-link-to-search"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Share a Link to a Search</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/share-link-to-search')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Share a Link to a Search</h4></a>
       <p>Learn how to share a link to search query results via email or IM.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/time-range-expressions"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Time Range Expressions</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/time-range-expressions')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>Time Range Expressions</h4></a>
       <p>Learn how to add a time range expression in the time range field when building a search query.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/view-search-results-json-logs"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>View Search Results for JSON Logs</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/view-search-results-json-logs')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>View Search Results for JSON Logs</h4></a>
       <p>If your search results contain JSON logs, you can show or hide JSON format from the Messages tab.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/get-started-with-search/search-basics/view-traces-search-results"><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>View Traces Search Results</h4></a>
+      <a href={useBaseUrl('docs/search/get-started-with-search/search-basics/view-traces-search-results')}><img src={useBaseUrl('img/icons/operations/advanced-search.png')} alt="icon" width="40"/><h4>View Traces Search Results</h4></a>
       <p>Open and review traces from search log results.</p>
       </div>
     </div>
diff --git a/docs/search/get-started-with-search/search-page/field-browser/index.md b/docs/search/get-started-with-search/search-page/field-browser/index.md
index 8cd2d6afc3..145d51ed6f 100644
--- a/docs/search/get-started-with-search/search-page/field-browser/index.md
+++ b/docs/search/get-started-with-search/search-page/field-browser/index.md
@@ -75,13 +75,13 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/field-browser/search-from-field-browser"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search from the Field Browser</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/field-browser/search-from-field-browser')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search from the Field Browser</h4></a>
   <p>Drilling down into a field from the Field Browser is seamless for non-aggregate queries.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/field-browser/show-hide-fields-in-field-browser"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Show and Hide Fields in the Field Browser</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/field-browser/show-hide-fields-in-field-browser')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Show and Hide Fields in the Field Browser</h4></a>
   <p>Change the fields that are displayed in search results by showing or hiding in the Field Browser.</p>
   </div>
 </div>
diff --git a/docs/search/get-started-with-search/search-page/index.md b/docs/search/get-started-with-search/search-page/index.md
index f84b5473ce..a9ebef354f 100644
--- a/docs/search/get-started-with-search/search-page/index.md
+++ b/docs/search/get-started-with-search/search-page/index.md
@@ -54,73 +54,73 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/add-saved-search-to-favorites"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Add a Saved Search to Favorites</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/add-saved-search-to-favorites')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Add a Saved Search to Favorites</h4></a>
   <p>You can mark a saved search as a favorite so it appears in your Library.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/change-time-range-in-histogram"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Change the Time Range in the Histogram</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/change-time-range-in-histogram')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Change the Time Range in the Histogram</h4></a>
   <p>Learn how to filter results based on a histogram time range.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/field-browser/show-hide-fields-in-field-browser"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Field Browser</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/field-browser/show-hide-fields-in-field-browser')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Field Browser</h4></a>
   <p>Explore specific fields of interest in a search by displaying or hiding selected fields without having to parse them.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/log-level"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>View log-level distribution</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/log-level')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>View log-level distribution</h4></a>
   <p>View the filter log-level distribution in your Histogram results.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/log-message-inspector"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>View Log Message Inspector</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/log-message-inspector')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>View Log Message Inspector</h4></a>
   <p>Know about Log Message Inspector to view information for all the parameter values associated with the query.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/modify-search-from-messages-tab"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Modify a Search from the results table</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/modify-search-from-messages-tab')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Modify a Search from the results table</h4></a>
   <p>Modify past searches by selecting text displayed in the Messages tab.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/navigate-through-search-results"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Navigate Messages in Search Results</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/navigate-through-search-results')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Navigate Messages in Search Results</h4></a>
   <p>When you run a search query, messages display in the Message, Aggregates, and Summarize tabs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/search-highlighting"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search Highlighting</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/search-highlighting')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search Highlighting</h4></a>
   <p>When your search results are returned, your search terms are highlighted in the Messages tab.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/search-load-indicator"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search Load Indicator</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/search-load-indicator')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search Load Indicator</h4></a>
   <p>Learn how to reduce system load by making your queries more specific.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/search-modes"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search Modes</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/search-modes')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Search Modes</h4></a>
   <p>Learn about the new search modes of our Log Search page.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/set-messages-tab-preferences"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Set Messages Tab Preferences</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/set-messages-tab-preferences')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Set Messages Tab Preferences</h4></a>
   <p>The Preferences menu allows you to customize how messages are displayed.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search/search-page/wildcards-in-full-text-searches"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Wildcards in Full Text Searches</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search/search-page/wildcards-in-full-text-searches')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="40"/><h4>Wildcards in Full Text Searches</h4></a>
   <p>You can use wildcards in full text searches.</p>
   </div>
 </div>
diff --git a/docs/search/get-started-with-search/suggested-searches/index.md b/docs/search/get-started-with-search/suggested-searches/index.md
index 1675d633f5..eda5e7fc4d 100644
--- a/docs/search/get-started-with-search/suggested-searches/index.md
+++ b/docs/search/get-started-with-search/suggested-searches/index.md
@@ -4,8 +4,9 @@ title: Suggested Searches
 description: Sumo Logic queries can help track and diagnose common IT issues. Take a look at these Sumo Logic suggested searches.
 ---
 
-Sumo Logic queries can help track and diagnose common IT issues. Take a look at these Sumo Logic suggested searches.
+import useBaseUrl from '@docusaurus/useBaseUrl';
 
+Sumo Logic queries can help track and diagnose common IT issues. Take a look at these Sumo Logic suggested searches.
 
 ## Guide contents
 
@@ -14,31 +15,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <h4><a href="/docs/search/get-started-with-search/suggested-searches/apache-access-parser">Apache Access Parser</a></h4>
+  <h4><a href={useBaseUrl('docs/search/get-started-with-search/suggested-searches/apache-access-parser')}>Apache Access Parser</a></h4>
   <p>Analyze and parse Apache access logs to gather insights on website visitor activity and server performance. Learn more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <h4><a href="/docs/search/get-started-with-search/suggested-searches/apache-errors-parser">Apache Errors Parser</a></h4>
+  <h4><a href={useBaseUrl('docs/search/get-started-with-search/suggested-searches/apache-errors-parser')}>Apache Errors Parser</a></h4>
   <p>Analyzes Apache error logs and extracts information to help diagnose and resolve application performance problems. Learn more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <h4><a href="/docs/search/get-started-with-search/suggested-searches/cisco-asa-parser">Cisco ASA Parser</a></h4>
+  <h4><a href={useBaseUrl('docs/search/get-started-with-search/suggested-searches/cisco-asa-parser')}>Cisco ASA Parser</a></h4>
   <p>Monitor and analyze Cisco ASA firewall log files to identify security threats and troubleshoot performance issues. Learn more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <h4><a href="/docs/search/get-started-with-search/suggested-searches/microsoft-iis-parser">Microsoft IIS Parser</a></h4>
+  <h4><a href={useBaseUrl('docs/search/get-started-with-search/suggested-searches/microsoft-iis-parser')}>Microsoft IIS Parser</a></h4>
   <p>Analyzes logs to monitor application and server performance, detect security threats, and troubleshoot issues. Learn more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <h4><a href="/docs/search/get-started-with-search/suggested-searches/windows-events">Windows Event</a></h4>
+  <h4><a href={useBaseUrl('docs/search/get-started-with-search/suggested-searches/windows-events')}>Windows Event</a></h4>
   <p>Monitors server performance, detects security threats, and resolves issues through event log analysis. Learn more.</p>
   </div>
 </div>
diff --git a/docs/search/index.md b/docs/search/index.md
index cb69034ddb..7c8d29cf38 100644
--- a/docs/search/index.md
+++ b/docs/search/index.md
@@ -19,79 +19,79 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/get-started-with-search"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Getting started with Log Search</h4></a>
+  <a href={useBaseUrl('docs/search/get-started-with-search')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Getting started with Log Search</h4></a>
   <p>Start here to begin exploring your data in Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/copilot"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Copilot</h4></a>
+  <a href={useBaseUrl('docs/search/copilot')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Copilot</h4></a>
   <p>Accelerate log investigations and troubleshooting with Sumo Logic Copilot, our AI-powered assistant that enables you to ask natural language questions and get contextual suggestions, helping first responders get to answers faster.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Search Query Language</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Search Query Language</h4></a>
   <p>The extensive Sumo Logic query options help you gain valuable insight into your log messages.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-cheat-sheets"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Search Cheat Sheets</h4></a>
+  <a href={useBaseUrl('docs/search/search-cheat-sheets')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Search Cheat Sheets</h4></a>
   <p>Cheat sheets provide examples of useful search queries for different use cases.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/behavior-insights"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Behavior Insights</h4></a>
+  <a href={useBaseUrl('docs/search/behavior-insights')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Behavior Insights</h4></a>
   <p>Gain behavioral insight of your environment using LogReduce operators.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Live Tail</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Live Tail</h4></a>
   <p>Real-time live feed of log events associated with a Source or Collector.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/time-compare"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Time Compare</h4></a>
+  <a href={useBaseUrl('docs/search/time-compare')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Time Compare</h4></a>
   <p>Run a compare operation automatically from your search results.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/lookup-tables"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Lookup Tables</h4></a>
+  <a href={useBaseUrl('docs/search/lookup-tables')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Lookup Tables</h4></a>
   <p>Learn about Lookup tables and the search operators you can use with them.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/query-assist"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Logs Query Assist</h4></a>
+  <a href={useBaseUrl('docs/search/query-assist')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Logs Query Assist</h4></a>
   <p>Learn how Logs Query Assist makes it easier to discover relevant fields and minimize errors.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/optimize-search-performance"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Optimize Search Performance</h4></a>
+  <a href={useBaseUrl('docs/search/optimize-search-performance')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Optimize Search Performance</h4></a>
   <p>Learn how to accelerate the search process to get query results in less time and improve productivity for forensic analysis and log management.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/optimize-search-partitions"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Optimize Your Search with Partitions</h4></a>
+  <a href={useBaseUrl('docs/search/optimize-search-partitions')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Optimize Your Search with Partitions</h4></a>
   <p>Optimize your search with partitions, which store your data in an index separate from the rest of your account's data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/subqueries"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Subqueries</h4></a>
+  <a href={useBaseUrl('docs/search/subqueries')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>Subqueries</h4></a>
   <p>Filter and evaluate conditions for a query when you may not be sure of the exact filter.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/faq"><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>FAQ</h4></a>
+  <a href={useBaseUrl('docs/search/faq')}><img src={useBaseUrl('img/icons/search.png')} alt="icon" width="35"/><h4>FAQ</h4></a>
   <p>Get answers to frequently asked questions about Log Search.</p>
   </div>
 </div>
diff --git a/docs/search/live-tail/index.md b/docs/search/live-tail/index.md
index 9fe08f3029..6140b875aa 100644
--- a/docs/search/live-tail/index.md
+++ b/docs/search/live-tail/index.md
@@ -13,49 +13,49 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/about-live-tail"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>About Live Tail</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/about-live-tail')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>About Live Tail</h4></a>
   <p>See a real-time live feed of log events for development and troubleshooting.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/filter-live-tail"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Filter Live Tail</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/filter-live-tail')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Filter Live Tail</h4></a>
   <p>To find specific information, you can filter by keyword.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/live-tail-cli"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Live Tail CLI</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/live-tail-cli')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Live Tail CLI</h4></a>
   <p>Allows you to start and use a Live Tail session from the command line.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/live-tail-highlighting"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Live Tail Highlighting</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/live-tail-highlighting')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Live Tail Highlighting</h4></a>
   <p>Highlight keywords that appear in your running Live Tail.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/live-tail-preferences"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Live Tail Preferences</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/live-tail-preferences')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Live Tail Preferences</h4></a>
   <p>You can change the preferences for Live Tail line spacing, message text size, and message color.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/live-tail-show-in-search"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Show Live Tail in Search</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/live-tail-show-in-search')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Show Live Tail in Search</h4></a>
   <p>Start a Live Tail session from the Search page or the Live Tail page.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/multiple-live-tails"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Multiple Live Tails</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/multiple-live-tails')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Multiple Live Tails</h4></a>
   <p>You can run two Live Tail sessions at a time per browser tab.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/live-tail/troubleshooting-live-tail"><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Troubleshooting Live Tail</h4></a>
+  <a href={useBaseUrl('docs/search/live-tail/troubleshooting-live-tail')}><img src={useBaseUrl('img/search/livetail/livetail.png')} alt="icon" width="30"/><h4>Troubleshooting Live Tail</h4></a>
   <p>Troubleshooting tips for Sumo Logic Live Tail.</p>
   </div>
 </div>
diff --git a/docs/search/lookup-tables/index.md b/docs/search/lookup-tables/index.md
index b3f7b70d8f..660a4a62d1 100644
--- a/docs/search/lookup-tables/index.md
+++ b/docs/search/lookup-tables/index.md
@@ -15,13 +15,13 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/lookup-tables/create-lookup-table"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Create a Lookup Table</h4></a>
+  <a href={useBaseUrl('docs/search/lookup-tables/create-lookup-table')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Create a Lookup Table</h4></a>
   <p>Learn about Lookup Tables and how to create and manage them.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/lookup-tables/manage-update-lookup-tables"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Manage and Update Lookup Tables</h4></a>
+  <a href={useBaseUrl('docs/search/lookup-tables/manage-update-lookup-tables')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Manage and Update Lookup Tables</h4></a>
   <p>Learn how to update, export, and share Lookup Tables.</p>
   </div>
 </div>
diff --git a/docs/search/search-cheat-sheets/index.md b/docs/search/search-cheat-sheets/index.md
index 83c2a217df..e9e641698a 100644
--- a/docs/search/search-cheat-sheets/index.md
+++ b/docs/search/search-cheat-sheets/index.md
@@ -11,25 +11,25 @@ Use cheat sheets as a quick reference guide or get up to speed quickly with our
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-cheat-sheets/general-search-examples/"><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>General Search examples</h4></a>
+  <a href={useBaseUrl('docs/search/search-cheat-sheets/general-search-examples/')}><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>General Search examples</h4></a>
   <p>Start here to begin exploring your data in Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-cheat-sheets/grep-searching-with-sumo"><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>grep to Searching with Sumo</h4></a>
+  <a href={useBaseUrl('docs/search/search-cheat-sheets/grep-searching-with-sumo')}><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>grep to Searching with Sumo</h4></a>
   <p>This cheat sheet helps you move from grep to searching with Sumo.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-cheat-sheets/log-operators"><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>Log Operators</h4></a>
+  <a href={useBaseUrl('docs/search/search-cheat-sheets/log-operators')}><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>Log Operators</h4></a>
   <p>Learn about all available parsers, aggregators, search operators, and mathematical expressions.</p>
   </div>
  </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-cheat-sheets/iis-search-examples"><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>IIS Search Query examples</h4></a>
+  <a href={useBaseUrl('docs/search/search-cheat-sheets/iis-search-examples')}><img src={useBaseUrl('img/icons/general/bookmark.png')} alt="icon" width="35"/><h4>IIS Search Query examples</h4></a>
   <p>View examples of useful IIS search queries for various use cases.</p>
   </div>
 </div>
diff --git a/docs/search/search-query-language/group-aggregate-operators/index.md b/docs/search/search-query-language/group-aggregate-operators/index.md
index 3b9b7f6733..9c1017ac2b 100644
--- a/docs/search/search-query-language/group-aggregate-operators/index.md
+++ b/docs/search/search-query-language/group-aggregate-operators/index.md
@@ -11,67 +11,67 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/group-aggregate-operators/avg"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>avg</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/avg')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>avg</h4></a>
   <p>Calculates the avg value of a numerical field being evaluated.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/group-aggregate-operators/count-count-distinct-and-count-frequent"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>count, count_distinct, count_frequent</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/count-count-distinct-and-count-frequent')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>count, count_distinct, count_frequent</h4></a>
   <p>Use with a group operator and field name.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/group-aggregate-operators/first-last"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>first, last</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/first-last')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>first, last</h4></a>
   <p>Return the first or last result relative to the sort order.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/group-aggregate-operators/median"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>median</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/median')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>median</h4></a>
   <p>Calculates the median value for a particular field.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/group-aggregate-operators/min-max"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>min, max</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/min-max')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>min, max</h4></a>
   <p>Use these functions to find the smallest or largest value in a set of values.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/group-aggregate-operators/most-recent-least-recent"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>most_recent, least_recent</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/most-recent-least-recent')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>most_recent, least_recent</h4></a>
   <p>Select the most or least recent value within a group.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/group-aggregate-operators/pct-percentile"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>pct</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/pct-percentile')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>pct</h4></a>
       <p>Finds the specified percentiles of a given field.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/group-aggregate-operators/pct-sampling"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>pct_sampling</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/pct-sampling')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>pct_sampling</h4></a>
       <p>Finds the percentile of a given field.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/group-aggregate-operators/stddev"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>stddev</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/stddev')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>stddev</h4></a>
       <p>Finds the standard deviation for numerical values within a time range.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/group-aggregate-operators/sum"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>sum</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/sum')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>sum</h4></a>
       <p>Adds values of a numerical field being evaluated within a time range.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/group-aggregate-operators/values"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>values</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators/values')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="35"/><h4>values</h4></a>
       <p>Provides all the distinct values of a field.</p>
       </div>
     </div>
diff --git a/docs/search/search-query-language/index.md b/docs/search/search-query-language/index.md
index 6015f99f90..f69746d2ff 100644
--- a/docs/search/search-query-language/index.md
+++ b/docs/search/search-query-language/index.md
@@ -13,37 +13,37 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Search Operators</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Search Operators</h4></a>
   <p>Available search operators in the Sumo Logic search query language.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Parse Operators</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Parse Operators</h4></a>
   <p>Sumo Logic provides a number of ways to parse fields in your log messages.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/group-aggregate-operators"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Group or Aggregate Operators</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/group-aggregate-operators')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Group or Aggregate Operators</h4></a>
   <p>Evaluate messages and place them into groups.</p>
   </div>
 </div>
 <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/search/search-query-language/field-expressions"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Field Expressions</h4></a>
+   <a href={useBaseUrl('docs/search/search-query-language/field-expressions')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Field Expressions</h4></a>
    <p>Overview of the expressions that create user-defined numeric, boolean, or string fields.</p>
    </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Math Expressions</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Math Expressions</h4></a>
   <p>Use general mathematical expressions on numerical data extracted from log lines.</p>
   </div>
 </div>
 <div className="box smallbox card">
      <div className="container">
-     <a href="/docs/search/search-query-language/transaction-analytics"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Transaction Analytics</h4></a>
+     <a href={useBaseUrl('docs/search/search-query-language/transaction-analytics')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon showing magnifying glass hovering over a data symbol" width="40"/><h4>Transaction Analytics</h4></a>
      <p>Find and group related log data.</p>
      </div>
 </div>
diff --git a/docs/search/search-query-language/math-expressions/index.md b/docs/search/search-query-language/math-expressions/index.md
index d315b74a4e..387ec39d75 100644
--- a/docs/search/search-query-language/math-expressions/index.md
+++ b/docs/search/search-query-language/math-expressions/index.md
@@ -49,151 +49,151 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/abs"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>abs</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/abs')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>abs</h4></a>
   <p>Calculates the absolute value of x.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/acos"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>acos</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/acos')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>acos</h4></a>
   <p>Returns the inverse cosine of the argument.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/asin"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>asin</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/asin')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>asin</h4></a>
   <p>Returns the inverse sine of the argument.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/atan"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>atan</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/atan')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>atan</h4></a>
   <p>Returns the inverse tangent of the argument.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/atan2"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>atan2</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/atan2')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>atan2</h4></a>
   <p>Returns the four-quadrant inverse tangent of the two arguments b and c.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/cbrt"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cbrt</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/cbrt')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cbrt</h4></a>
   <p>The cube root function returns the cube root value of x.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/ceil"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>ceil</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/ceil')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>ceil</h4></a>
   <p>Rounds up a field value to the nearest integer value.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/cos"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cos</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/cos')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cos</h4></a>
   <p>Cosine of argument in radians.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/cosh"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cosh</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/cosh')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cosh</h4></a>
   <p>Hyperbolic cosine of argument in radians.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/exp"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>exp</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/exp')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>exp</h4></a>
   <p>The exponent function returns Euler's number e raised to the power of x.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/expm1"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>expm1</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/expm1')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>expm1</h4></a>
   <p>Returns a value of x in exp(x)-1, compensating for the roundoff in exp(x).</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/floor"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>floor</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/floor')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>floor</h4></a>
   <p>Rounds down to the largest previous integer value.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/math-expressions/hypot"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hypot</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/math-expressions/hypot')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hypot</h4></a>
   <p>Returns the square root of the sum of an array of squares.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/isnan-isinfinity"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isNaN, isInfinity</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/isnan-isinfinity')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isNaN, isInfinity</h4></a>
       <p>These operators check a numeric string and return a boolean value.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/log"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>log</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/log')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>log</h4></a>
       <p>The logarithm function returns the natural logarithm of x.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/log10"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>log10</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/log10')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>log10</h4></a>
       <p>The log10 function returns the base 10 logarithm of x.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/log1p"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>log1p</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/log1p')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>log1p</h4></a>
       <p>Computes log(1+x) accurately for small values of x.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/round"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>round</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/round')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>round</h4></a>
       <p>The round function returns the closest integer to x.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/sin"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sin</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/sin')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sin</h4></a>
       <p>Sine of argument in radians.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/sinh"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sinh</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/sinh')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sinh</h4></a>
       <p>Hyperbolic sine of argument in radians.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/sqrt"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sqrt</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/sqrt')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sqrt</h4></a>
       <p>The square root function returns the square root value of x.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/tan"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>tan</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/tan')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>tan</h4></a>
       <p>Tangent of argument in radians.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/tanh"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>tanh</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/tanh')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>tanh</h4></a>
       <p>Hyperbolic tangent of argument in radians.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/todegrees"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>toDegrees</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/todegrees')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>toDegrees</h4></a>
       <p>Converts angles from radians to degrees.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/math-expressions/toradians"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>toRadians</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/math-expressions/toradians')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>toRadians</h4></a>
       <p>Converts angles from degrees to radians.</p>
       </div>
     </div>
diff --git a/docs/search/search-query-language/parse-operators/index.md b/docs/search/search-query-language/parse-operators/index.md
index 5bb2307fd9..e60adc0640 100644
--- a/docs/search/search-query-language/parse-operators/index.md
+++ b/docs/search/search-query-language/parse-operators/index.md
@@ -15,67 +15,67 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-variable-patterns-using-regex"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Variable Patterns Using Regex</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-variable-patterns-using-regex')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Variable Patterns Using Regex</h4></a>
   <p>Allows you to extract nested fields and other complex data from log lines.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-json-formatted-logs"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse JSON Formatted Logs</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-json-formatted-logs')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse JSON Formatted Logs</h4></a>
   <p>Allows you to extract values from JSON logs with most JSONPath expressions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-predictable-patterns-using-an-anchor"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Predictable Patterns Using an Anchor</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-predictable-patterns-using-an-anchor')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Predictable Patterns Using an Anchor</h4></a>
   <p>Parses strings and labels anchors as fields for use in subsequent aggregation functions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-field-option"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Field option</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-field-option')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Field option</h4></a>
   <p>Parses on previously extracted fields, or initial parsing on a metadata field value, like a collector or source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-delimited-logs-using-split"> <img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/> <h4>Parse Delimited Logs Using Split</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-delimited-logs-using-split')}> <img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/> <h4>Parse Delimited Logs Using Split</h4></a>
   <p>Allows you to split strings into multiple strings and parse delimited log entries.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-keyvalue-formatted-logs"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Keyvalue Formatted Logs</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-keyvalue-formatted-logs')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse Keyvalue Formatted Logs</h4></a>
   <p>Allows you to get values from a log message by specifying the key paired with each value.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-nodrop-option"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse nodrop option</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-nodrop-option')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse nodrop option</h4></a>
   <p>Forces results to also include messages that do not match any segment of the parse expression.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parsedate"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>parseDate operator</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parsedate')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>parseDate operator</h4></a>
   <p>Extracts a date or time from a string and provides a timestamp in milliseconds. </p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-csv-formatted-logs"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse CSV Formatted Logs</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-csv-formatted-logs')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse CSV Formatted Logs</h4></a>
   <p>Allows you to parse CSV-formatted log entries using a comma as the default delimiter.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parse-xml-formatted-logs"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse XML Formatted Logs</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parse-xml-formatted-logs')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>Parse XML Formatted Logs</h4></a>
   <p>Allows you to parse specified fields from an XML log using an XPath reference.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/parse-operators/parsehex"><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>parseHex</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/parse-operators/parsehex')}><img src={useBaseUrl('img/icons/logs.png')} alt="icon" width="40"/><h4>parseHex</h4></a>
   <p>Allows you to convert a hexadecimal string of 16 or fewer characters to a number.</p>
   </div>
 </div>
diff --git a/docs/search/search-query-language/search-operators/index.md b/docs/search/search-query-language/search-operators/index.md
index 4189426fac..c641719eb3 100644
--- a/docs/search/search-query-language/search-operators/index.md
+++ b/docs/search/search-query-language/search-operators/index.md
@@ -14,373 +14,373 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/accum"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>accum</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/accum')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>accum</h4></a>
   <p>The `accum` operator calculates the cumulative sum of a field. It can be used to find a count by a specific time interval and a total running count across all intervals.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/as"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>as</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/as')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>as</h4></a>
   <p>The `as` operator, typically used in conjunction with other operators, can also be used standalone to rename fields or to create new constant fields.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/asn-lookup"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>ASN lookup</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/asn-lookup')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>ASN lookup</h4></a>
   <p>Use this to look up an Autonomous System Number (ASN) and organization name by IP address.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/backshift"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>backshift</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/backshift')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>backshift</h4></a>
   <p>The `backshift` operator helps you compare values as they change over time.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/base64decode"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>base64Decode</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/base64decode')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>base64Decode</h4></a>
   <p>The `base64Decode` operator takes a base64 string and converts it to an ASCII string.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/base64encode"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>base64Encode</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/base64encode')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>base64Encode</h4></a>
   <p>The `base64Encode` operator takes an ASCII string and converts it to a base64 string.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/bin"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>bin</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/bin')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>bin</h4></a>
   <p>The `bin` operator assigns output results to user defined bins.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/cat"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cat</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/cat')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>cat</h4></a>
   <p>You can use the `cat` operator to view the contents of a lookup table. Not supported in auto refresh dashboards or scheduled searches.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/cidr"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>CIDR</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/cidr')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>CIDR</h4></a>
   <p>Sumo Logic's three CIDR operators work with Classless Inter-Domain Routing, notation to narrow the analysis of IPv4 networks to specific subnets.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/compare"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>compare</h4></a>
-  <p>The `compare` operator can be used with the <a href="/docs/search/time-compare">Time Compare button</a> in the Sumo UI, which generates correct syntax and adds it to your aggregate query.</p>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/compare')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>compare</h4></a>
+  <p>The `compare` operator can be used with the <a href={useBaseUrl('docs/search/time-compare')}>Time Compare button</a> in the Sumo UI, which generates correct syntax and adds it to your aggregate query.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/concat"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>concat</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/concat')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>concat</h4></a>
   <p>The `concat` operator allows you to concatenate or join multiple strings, numbers, and fields into a single user-defined field.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/contains"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>contains</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/contains')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>contains</h4></a>
   <p>The `contains` operator compares string values of two parsed fields and returns a boolean result based on whether the second field's value exists in the first.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/dectohex"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>decToHex</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/dectohex')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>decToHex</h4></a>
   <p>The `decToHex` operator converts a long value of 16 or fewer digits to a hexadecimal string using Two's Complement for negative values.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/dedup"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>dedup</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/dedup')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>dedup</h4></a>
   <p>The `dedup` operator removes duplicate results. You have the option to remove consecutively and by specific fields.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/diff"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>diff</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/diff')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>diff</h4></a>
   <p>The `diff` operator calculates the rate of change in a field between consecutive rows.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/fields"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>fields</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/fields')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>fields</h4></a>
   <p>The `fields` operator allows you to specify which fields to display and their order in the results of a query.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/fillmissing"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>fillmissing</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/fillmissing')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>fillmissing</h4></a>
   <p>The `fillmissing` operator allows you to specify groups that should be represented in data output.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/filter"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>filter</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/filter')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>filter</h4></a>
   <p>Use the `filter` operator to filter the output of a search based on the filtering criteria of a child query.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/format"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>format</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/format')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>format</h4></a>
   <p>The `format` operator allows you to format and combine data from parsed fields.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/search-operators/formatdate"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>formatDate</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/search-operators/formatdate')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>formatDate</h4></a>
   <p>The `formatDate` operator formats dates in log files as a string in a different format, such as U.S. or European date formatting.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/geo-lookup-map"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Geo Lookup (Map)</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/geo-lookup-map')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Geo Lookup (Map)</h4></a>
       <p>With the Geo Lookup (Map) operator, Sumo Logic can match a parsed IPv4 or IPv6 address to its geographical location on a map.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/geoip"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>geoip</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/geoip')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>geoip</h4></a>
       <p>With the `geoip` operator, Sumo Logic can match a parsed IPv4 or IPv6 address to its geographical location on a map chart.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/hash"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hash</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/hash')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hash</h4></a>
       <p>The `hash` operator uses a cryptographic hash algorithm to obscure data into a random string value.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/haversine"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>haversine</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/haversine')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>haversine</h4></a>
       <p>The `haversine` operator returns the distance between latitude and longitude values of two coordinates in kilometers.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/hextoascii"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hexToAscii</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/hextoascii')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hexToAscii</h4></a>
       <p>The `hexToAscii` operator converts a hexadecimal string to an ASCII string.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/hextodec"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hexToDec</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/hextodec')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>hexToDec</h4></a>
       <p>The `hexToDec` operator converts a hexadecimal string of 16 or fewer characters to a long data type using Two's Complement for negative values.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/if"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>if, ?</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/if')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>if, ?</h4></a>
       <p>The `if` and `?` expressions are used to evaluate a condition as either true or false, with values assigned for each outcome.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/in"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>in</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/in')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>in</h4></a>
       <p>The `in` operator returns a Boolean value: true if the specified property is in the specified object, or false if it is not.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/ipv4tonumber"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>ipv4ToNumber</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/ipv4tonumber')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>ipv4ToNumber</h4></a>
       <p>The `ipv4ToNumber` operator converts an Internet Protocol version 4 (IPv4) IP address from the octet dot-decimal format to a decimal format.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/isnull-isempty-isblank"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isNull, isEmpty, isBlank</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/isnull-isempty-isblank')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isNull, isEmpty, isBlank</h4></a>
       <p>The `isNull` operator checks a string and returns a boolean value, `isEmpty` if a string contains no characters, and `isBlank` if a string contains no characters, is only whitespace, and is null.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/isnumeric"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isNumeric</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/isnumeric')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isNumeric</h4></a>
       <p>The `isNumeric` operator checks whether a string is a valid Java number.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/isprivateip"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isPrivateIP</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/isprivateip')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isPrivateIP</h4></a>
       <p>The `isPrivateIP` operator checks if an IPv4 address is private and returns a boolean.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/ispublicip"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isPublicIP</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/ispublicip')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isPublicIP</h4></a>
       <p>The `isPublicIP` operator checks if an IPv4 address is public and returns a boolean.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/isreservedip"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isReservedIP</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/isreservedip')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isReservedIP</h4></a>
       <p>The `isReservedIP` operator checks if an IPv4 address is reserved as defined by RFC 5735 and returns a boolean.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/isvalidip"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isValidIP, isValidIPv4, isValidIPv6</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/isvalidip')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>isValidIP, isValidIPv4, isValidIPv6</h4></a>
       <p>The `isValidIP` operator checks if the value is a valid IP address. The `isValidIPv4` and `isValidIPv6` operators check if the value is a valid IPv4 or IPv6 address, respectively. </p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/join"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>join</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/join')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>join</h4></a>
       <p>The `join` operator combines records of two or more data streams.</p>
       </div>
     </div>
       <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/jsonarraycontains"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>jsonArrayContains</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/jsonarraycontains')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>jsonArrayContains</h4></a>
       <p>Use the `jsonArrayContains` operator to determine whether a JSON array contains a particular item.</p>
       </div>
     </div>    
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/jsonarraysize"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>jsonArraySize</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/jsonarraysize')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>jsonArraySize</h4></a>
       <p>Use the `jsonArraySize` operator to determine the size of a JSON array.</p>
       </div>
     </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/search/search-query-language/search-operators/length"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>length</h4></a>
+    <a href={useBaseUrl('docs/search/search-query-language/search-operators/length')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>length</h4></a>
     <p>The `length` operator returns the number of characters in a string.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/search/search-query-language/search-operators/limit"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>limit</h4></a>
+    <a href={useBaseUrl('docs/search/search-query-language/search-operators/limit')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>limit</h4></a>
       <p>The `limit` operator reduces the number of raw messages or aggregate results returned.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/search/search-query-language/search-operators/lookup"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>lookup</h4></a>
+      <a href={useBaseUrl('docs/search/search-query-language/search-operators/lookup')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>lookup</h4></a>
       <p>The `lookup` operator returns one or more fields from a lookup table hosted by Sumo Logic and add the fields to the log messages returned by your query.</p>
       </div>
     </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/lookup-classic"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>lookup (Classic)</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/lookup-classic')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>lookup (Classic)</h4></a>
           <p>The `lookup` (Classic) operator maps data in your log messages to meaningful information saved in Sumo or on an HTTPS server.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/lookupcontains"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>lookupContains</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/lookupcontains')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>lookupContains</h4></a>
           <p>Use the `lookupContains` operator to determine whether a key exists in a lookup table. It will return a boolean value.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/luhn"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>luhn</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/luhn')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>luhn</h4></a>
           <p>Uses Luhn’s algorithm to check message logs for strings of numbers that may be credit card numbers and then validates them.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/manually-cast-data-string-number"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Manually cast data to string or number</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/manually-cast-data-string-number')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Manually cast data to string or number</h4></a>
           <p>Most data in Sumo Logic is stored as a string data type. Metadata fields are stored as string data and parsed fields are by default parsed as string type data.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/matches"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>matches</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/matches')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>matches</h4></a>
           <p>The `matches` operator can be used to match a string to a wildcard pattern or an RE2 compliant regex.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/now"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>now</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/now')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>now</h4></a>
           <p>The `now` operator returns the current epoch time in milliseconds.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/num"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>num</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/num')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>num</h4></a>
           <p>The `num` operator converts a field to a double value, which is twice as accurate as a float value.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/outlier"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>outlier</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/outlier')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>outlier</h4></a>
           <p>The `outlier` operator identifies values in a sequence that seem unexpected and would trigger an alert/violation.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/predict"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>predict</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/predict')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>predict</h4></a>
           <p>The `predict` operator ses a series of time-stamped numerical values to predict future values.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/queryendtime"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>queryEndTime()</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/queryendtime')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>queryEndTime()</h4></a>
           <p>The `queryEndTime()` operator returns the end time of the search time range in milliseconds.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/querystarttime"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>queryStartTime()</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/querystarttime')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>queryStartTime()</h4></a>
           <p>The `queryStartTime()` operator returns the start time of the search time range in milliseconds.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/querytimerange"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>queryTimeRange()</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/querytimerange')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>queryTimeRange()</h4></a>
           <p>The `queryTimeRange()` operator returns the time duration for the query being executed in milliseconds.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/replace"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>replace</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/replace')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>replace</h4></a>
           <p>The `replace` operator allows you to replace all instances of a specified string with another string.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/rollingstd"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>rollingstd</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/rollingstd')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>rollingstd</h4></a>
           <p>The `rollingstd` operator finds the rolling standard deviation of a field, allowing you to identify changes over time.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/save"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>save</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/save')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>save</h4></a>
           <p>The `save` operator allows you to save the results of a query to a lookup table you've already created.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/save-classic"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>save (Classic)</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/save-classic')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>save (Classic)</h4></a>
           <p>The `save` (classic) operator works with the classic Lookup Tables feature.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/sessionize"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sessionize</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/sessionize')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sessionize</h4></a>
           <p>The `sessionize` operator uses an extracted value from one log message to find correlating values in log messages from other systems.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/smooth"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>smooth</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/smooth')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>smooth</h4></a>
           <p>The `smooth` operator calculates the rolling (or moving) average of a field, measuring the average of a value to "smooth" random variation.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/sort"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sort</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/sort')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>sort</h4></a>
           <p>The `sort` operator orders aggregated search results.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/substring"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>substring()</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/substring')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>substring()</h4></a>
           <p>The `substring` operator allows you to specify an offset that will output only part of a string, referred to as a substring.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/threatip"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>threatip</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/threatip')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>threatip</h4></a>
           <p>Correlates threat intelligence data based on IP addresses from your log data, helping you detect threats in your environment.</p>
           </div>
         </div>
@@ -392,80 +392,80 @@ In this section, we'll introduce the following concepts:
         </div> -->
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/timeslice"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>timeslice()</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/timeslice')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>timeslice()</h4></a>
           <p>The `timeslice` operator aggregates data by time period, so you can create bucketed results based on a fixed interval.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/timeslice-join"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Timeslice Join Results</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/timeslice-join')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>Timeslice Join Results</h4></a>
           <p>When you gather data using a join operator, you can slice data by time period using the `timeslice` operator.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/tolowercase-touppercase"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>toLowerCase, toUpperCase</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/tolowercase-touppercase')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>toLowerCase, toUpperCase</h4></a>
           <p>The `toLowerCase` operator takes a string and converts it to all lower case letters.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/top"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>top</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/top')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>top</h4></a>
           <p>Use the `top` operator with the sort operator to reduce the number of sorted results returned.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/topk"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>topk</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/topk')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>topk</h4></a>
           <p>The `topk` operator allows you to select the top values from fields and group them by fields.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/total"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>total</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/total')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>total</h4></a>
           <p>The `total` operator inserts the sum of a set of fields into every row of the set.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/tourl"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>tourl</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/tourl')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>tourl</h4></a>
           <p>The `tourl` operator provides you the ability to assign a short name that describes the URL.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/trace"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>trace</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/trace')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>trace</h4></a>
           <p>The `trace` operator acts as a highly sophisticated filter to connect the dots across different log messages.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/transpose"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>transpose</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/transpose')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>transpose</h4></a>
           <p>Similar to a Pivot Table in Excel, the `transpose` operator allows you to take a list and turn it into a table in the Aggregates tab.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/trim"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>trim()</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/trim')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>trim()</h4></a>
           <p>The `trim` operator eliminates leading and trailing spaces from a string field.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/urldecode"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>urldecode</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/urldecode')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>urldecode</h4></a>
           <p>The `urldecode` operator decodes a URL you include in a query, returning the decoded (unescaped) URL string.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/urlencode"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>urlencode</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/urlencode')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>urlencode</h4></a>
           <p>The `urlencode` operator encodes the URL into an ASCII character set.</p>
           </div>
         </div>
         <div className="box smallbox card">
           <div className="container">
-          <a href="/docs/search/search-query-language/search-operators/where"><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>where()</h4></a>
+          <a href={useBaseUrl('docs/search/search-query-language/search-operators/where')}><img src={useBaseUrl('img/icons/operations/queries.png')} alt="icon" width="40"/><h4>where()</h4></a>
           <p>The `where` operator allows you to filter results based on a boolean expression.</p>
           </div>
         </div>
-</div>
\ No newline at end of file
+</div>
diff --git a/docs/search/search-query-language/transaction-analytics/index.md b/docs/search/search-query-language/transaction-analytics/index.md
index 4462fd45cf..03a0ce3579 100644
--- a/docs/search/search-query-language/transaction-analytics/index.md
+++ b/docs/search/search-query-language/transaction-analytics/index.md
@@ -18,25 +18,25 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/transaction-analytics/merge-operator"><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Merge Operator</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/transaction-analytics/merge-operator')}><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Merge Operator</h4></a>
   <p>Reduces a stream of events to a single event using a specified merge strategy.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/transaction-analytics/transaction-operator"><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Transaction Operator</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/transaction-analytics/transaction-operator')}><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Transaction Operator</h4></a>
   <p>Analyze transaction data such as website sign-ups and e-commerce activity.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/transaction-analytics/flow-diagrams"><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Flow Diagrams</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/transaction-analytics/flow-diagrams')}><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Flow Diagrams</h4></a>
   <p>Flow Diagrams can show the flow within a distributed system.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/search/search-query-language/transaction-analytics/transactionize-operator"><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Transactionize Operator</h4></a>
+  <a href={useBaseUrl('docs/search/search-query-language/transaction-analytics/transactionize-operator')}><img src={useBaseUrl('img/icons/operations/analytics.png')} alt="icon" width="40"/><h4>Transactionize Operator</h4></a>
   <p>Groups log messages that match on any fields you specify.</p>
   </div>
 </div>
diff --git a/docs/security/additional-security-features/cloud-infrastructure-security/index.md b/docs/security/additional-security-features/cloud-infrastructure-security/index.md
index fae02cefb5..5eab5c8e93 100644
--- a/docs/security/additional-security-features/cloud-infrastructure-security/index.md
+++ b/docs/security/additional-security-features/cloud-infrastructure-security/index.md
@@ -5,21 +5,21 @@ title: Cloud Infrastructure Security
 
 import useBaseUrl from '@docusaurus/useBaseUrl';
 
-Cloud Infrastructure Security apps provide enhanced insight into threat activity via a unified security and compliance audit view of your cloud infrastructure. 
+Cloud Infrastructure Security apps provide enhanced insight into threat activity via a unified security and compliance audit view of your cloud infrastructure.
 
 This section contains the following topics:
 
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/cloud-infrastructure-security/introduction"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Introduction to Cloud Infrastructure Security</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/cloud-infrastructure-security/introduction')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Introduction to Cloud Infrastructure Security</h4></a>
   <p>Learn basic concepts about Cloud Infrastructure Security.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/cloud-infrastructure-security/cloud-infrastructure-security-for-aws/"><img src={useBaseUrl('https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg')} alt="AWS icon" width="50"/><h4>Cloud Infrastructure Security for AWS</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/cloud-infrastructure-security/cloud-infrastructure-security-for-aws/')}><img src={useBaseUrl('https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg')} alt="AWS icon" width="50"/><h4>Cloud Infrastructure Security for AWS</h4></a>
   <p>Learn about our Cloud Infrastructure Security for AWS app.</p>
   </div>
 </div>
-</div>
\ No newline at end of file
+</div>
diff --git a/docs/security/additional-security-features/index.md b/docs/security/additional-security-features/index.md
index 75a56647bb..99ec84356a 100644
--- a/docs/security/additional-security-features/index.md
+++ b/docs/security/additional-security-features/index.md
@@ -12,38 +12,38 @@ This section contains the following topics:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/introduction"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Introduction to Logs for Security</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/introduction')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Introduction to Logs for Security</h4></a>
   <p>Get an introduction to basic concepts of using Sumo Logic for security use cases.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/threat-detection-and-investigation"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Threat Detection and Investigation</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/threat-detection-and-investigation')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Threat Detection and Investigation</h4></a>
   <p>Learn how to monitor security data and investigate incidents.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/data-lake"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Security Data Lake</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/data-lake')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Security Data Lake</h4></a>
   <p>Learn about using your Sumo Logic environment as a security data lake.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/audit-and-compliance"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit and Compliance</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/audit-and-compliance')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Audit and Compliance</h4></a>
   <p>Learn how to use Sumo Logic apps to assist with audit and compliance.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/application-security"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Application Security</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/application-security')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Application Security</h4></a>
   <p>Learn about using Sumo Logic for application security.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/security/additional-security-features/cloud-infrastructure-security"><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Cloud Infrastructure Security</h4></a>
+  <a href={useBaseUrl('docs/security/additional-security-features/cloud-infrastructure-security')}><img src={useBaseUrl('img/icons/security/security.png')} alt="Shield icon" width="40"/><h4>Cloud Infrastructure Security</h4></a>
   <p>Learn how to secure your cloud infrastructure.</p>
   </div>
 </div>
-</div>
\ No newline at end of file
+</div>
diff --git a/docs/send-data/collect-from-other-data-sources/azure-blob-storage/index.md b/docs/send-data/collect-from-other-data-sources/azure-blob-storage/index.md
index 68a045d306..95adad3cc6 100644
--- a/docs/send-data/collect-from-other-data-sources/azure-blob-storage/index.md
+++ b/docs/send-data/collect-from-other-data-sources/azure-blob-storage/index.md
@@ -17,19 +17,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/azure-blob-storage/block-blob"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Blob Storage (block blobs)</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/azure-blob-storage/block-blob')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Blob Storage (block blobs)</h4></a>
   <p>Learn about event-based pipeline to ship block blob data from Azure Blob Storage to an HTTP source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/azure-blob-storage/append-blob"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Blob Storage (append blobs)</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/azure-blob-storage/append-blob')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Blob Storage (append blobs)</h4></a>
   <p>Learn about event-based pipeline to ship append blob data from Azure Blob Storage to an HTTP source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/azure-blob-storage/troubleshoot-log-collection"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Troubleshoot Azure Storage Log Collection</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/azure-blob-storage/troubleshoot-log-collection')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Troubleshoot Azure Storage Log Collection</h4></a>
   <p>Learn why log data is not flowing into Sumo Logic from Azure Blob Storage.</p>
   </div>
 </div>
diff --git a/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/index.md b/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/index.md
index 61dc0448fd..f798f88364 100644
--- a/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/index.md
+++ b/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/index.md
@@ -14,31 +14,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/telegraf-collection-architecture"><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Telegraf Collection Architecture</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/telegraf-collection-architecture')}><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Telegraf Collection Architecture</h4></a>
   <p>Configure Telegraf plugins to fetch metrics from your applications and send them to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/install-telegraf"><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Installing Telegraf</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/install-telegraf')}><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Installing Telegraf</h4></a>
   <p>Install Telegraf on a Kubernetes and Non-Kubernetes environment.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/configure-telegraf-input-plugins"><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Configure Telegraf Input Plugins</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/configure-telegraf-input-plugins')}><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Configure Telegraf Input Plugins</h4></a>
   <p>Configure Telegraf input plugins to collect metrics from an application or service.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/configure-telegraf-output-plugin"><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Configure Telegraf Output Plugin</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/configure-telegraf-output-plugin')}><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Configure Telegraf Output Plugin</h4></a>
   <p>Configure the Telegraf output plugin to send metrics to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/collect-custom-jmx-metrics-jolokia"><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Collect Custom JMX Metrics with Jolokia</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf/collect-custom-jmx-metrics-jolokia')}><img src={useBaseUrl('img/send-data/telegraf_icon.png')} alt="icon" width="40"/><h4>Collect Custom JMX Metrics with Jolokia</h4></a>
   <p>Collect custom JMX metrics using the Jolokia agent and Telegraf.</p>
   </div>
 </div>
diff --git a/docs/send-data/collect-from-other-data-sources/index.md b/docs/send-data/collect-from-other-data-sources/index.md
index 438d4b6ae8..5993cd8980 100644
--- a/docs/send-data/collect-from-other-data-sources/index.md
+++ b/docs/send-data/collect-from-other-data-sources/index.md
@@ -13,163 +13,163 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/amazon-cloudwatch-logs"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Amazon CloudWatch Logs</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/amazon-cloudwatch-logs')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Amazon CloudWatch Logs</h4></a>
   <p>Collect logs using a Collector Script, Lambda function, Amazon Kinesis, and CloudFormation.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/amazon-msk-prometheus-metrics-collection"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Amazon MSK Prometheus</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/amazon-msk-prometheus-metrics-collection')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Amazon MSK Prometheus</h4></a>
   <p>Learn how to configure metrics collection for Amazon MSK.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/autosubscribe-arn-destination"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Amazon Resource Names (ARNs)</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/autosubscribe-arn-destination')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Amazon Resource Names (ARNs)</h4></a>
   <p>Collect log events from CloudWatch Logs in real-time.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/aws-fargate-log-collection"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS ECS Fargate</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/aws-fargate-log-collection')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS ECS Fargate</h4></a>
   <p>Collect application container logs from AWS ECS clusters launched with AWS Fargate.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-logs-aws-fargate"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Fargate</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-logs-aws-fargate')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Fargate</h4></a>
   <p>Learn how to collect logs from AWS Fargate.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/create-amazon-lambda-function"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Lambda - Create Function</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/create-amazon-lambda-function')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Lambda - Create Function</h4></a>
   <p>Learn how to collect AWS Lambda logs using CloudWatch Logs.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-aws-lambda-logs-extension"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Lambda Extension</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-aws-lambda-logs-extension')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Lambda Extension</h4></a>
   <p>Learn how to collect AWS Lambda logs, metrics, and spans.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/performance-impact-failover-handling"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Lambda Performance</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/performance-impact-failover-handling')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS Lambda Performance</h4></a>
   <p>Learn how AWS Lambda Extensions impact the performance and execution time of AWS Lambda functions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/deploy-collectors-aws-opsworks"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS OpsWorks</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/deploy-collectors-aws-opsworks')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>AWS OpsWorks</h4></a>
   <p>Learn how to easily create and manage stacks and applications.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/azure-blob-storage/block-blob/collect-logs"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Blob Storage</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/azure-blob-storage/block-blob/collect-logs')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Blob Storage</h4></a>
   <p>Learn about event-based pipeline to ship monitoring data from Azure Blob Storage to an HTTP source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/azure-monitoring"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Monitoring</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/azure-monitoring')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Azure Monitoring</h4></a>
   <p>Learn how to collect logs and metrics for Azure services.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/docker-collection-methods"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Docker</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/docker-collection-methods')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Docker</h4></a>
   <p>Learn about methods for collecting logs and metrics from Docker.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/integrate-halo-event-logs"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Halo Event Log Integration</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/integrate-halo-event-logs')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Halo Event Log Integration</h4></a>
   <p>Learn how to pull security event logs from Halo into Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources/collect-logs-heroku"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Heroku</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-logs-heroku')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Heroku</h4></a>
   <p>Upload data from the Heroku app by pointing a Heroku log drain to the URL for an HTTP Source.</p>
   </div>
 </div>
 <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/kubernetes"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Kubernetes</h4></a>
+      <a href={useBaseUrl('docs/send-data/kubernetes')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Kubernetes</h4></a>
       <p>Learn how to collect Kubernetes logs, metrics, and events.</p>
       </div>
 </div>
 <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-logs-oracle-cloud-infrastructure"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Oracle Cloud Infrastructure</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-logs-oracle-cloud-infrastructure')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Oracle Cloud Infrastructure</h4></a>
       <p>Export OCI Service logs, Audit logs, Application logs and Security logs.</p>
       </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-logs-palo-alto-networks-cortex"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Palo Alto Networks Cortex Data Lake</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-logs-palo-alto-networks-cortex')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Palo Alto Networks Cortex Data Lake</h4></a>
       <p>Learn how to collect Logs from the Palo Alto Networks Cortex Data Lake.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-prometheus-metrics"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Prometheus</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-prometheus-metrics')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Prometheus</h4></a>
       <p>Learn how to collect Prometheus Metrics in or outside Kubernetes using Telegraf.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/import-raw-data-splunk"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Splunk</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/import-raw-data-splunk')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Splunk</h4></a>
       <p>Learn how to import raw data from Splunk.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-statsd-metrics"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>StatsD</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-statsd-metrics')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>StatsD</h4></a>
       <p>Learn how to perform a StatsD implementation.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-ruby-on-rails-logs"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Ruby on Rails</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-ruby-on-rails-logs')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Ruby on Rails</h4></a>
       <p>Learn how to collect complex application logs generated by Ruby on Rails.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-logs-sentinelone"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>SentinelOne</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-logs-sentinelone')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>SentinelOne</h4></a>
       <p>Learn how to ingest SentinelOne logs into Sumo Logic.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Telegraf</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-metrics-telegraf')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Telegraf</h4></a>
       <p>Learn how to use Telegraf to obtain metrics from an application.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/sumo-logic-open-source-projects"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Sumo Logic Open Source Projects</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/sumo-logic-open-source-projects')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Sumo Logic Open Source Projects</h4></a>
       <p>Learn about open-source solutions and resources for customers via GitHub.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/vmware-airwatch-integration"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>VMware AirWatch</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/vmware-airwatch-integration')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>VMware AirWatch</h4></a>
       <p>Provides visibility for monitoring enterprise mobility management in your deployment.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/collect-metrics-vrealize-operations-manager"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>VMware vRealize Operations Manager</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/collect-metrics-vrealize-operations-manager')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>VMware vRealize Operations Manager</h4></a>
       <p>Learn how to identify and solve emerging issues with predictive analysis and smart alerts.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collect-from-other-data-sources/vmware-vrealize-log-insight"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>VMware vRealize Log Insight</h4></a>
+      <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources/vmware-vrealize-log-insight')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>VMware vRealize Log Insight</h4></a>
       <p>Configure log collection for VMware vRealize Log Insight.</p>
       </div>
     </div>
diff --git a/docs/send-data/collection/index.md b/docs/send-data/collection/index.md
index df93586acd..50b0c5b241 100644
--- a/docs/send-data/collection/index.md
+++ b/docs/send-data/collection/index.md
@@ -71,67 +71,67 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/search-for-a-collector-or-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Search for a Collector or Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/search-for-a-collector-or-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Search for a Collector or Source</h4></a>
   <p>Search for a collector or source on the manage collection page.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/start-stop-collector-using-scripts"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Start or Stop a Collector using Scripts</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/start-stop-collector-using-scripts')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Start or Stop a Collector using Scripts</h4></a>
   <p>Start/stop a collector and check collector status.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/restart-collectors"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Restart a Collector</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/restart-collectors')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Restart a Collector</h4></a>
   <p>Restart a collector from the collection page.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/edit-collector"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Edit a Collector</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/edit-collector')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Edit a Collector</h4></a>
   <p>Edit collector characteristics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/edit-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Edit a Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/edit-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Edit a Source</h4></a>
   <p>Edit source characteristics.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/pause-resume-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Pause and Resume a Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/pause-resume-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Pause and Resume a Source</h4></a>
   <p>Pause sources from sending data to Sumo Logic.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collection/delete-collector-or-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Delete a Collector or Source</h4></a>
+      <a href={useBaseUrl('docs/send-data/collection/delete-collector-or-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Delete a Collector or Source</h4></a>
       <p>Delete a collector or source.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collection/set-collector-cpu-usage-target"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Set a Collector CPU Usage Target</h4></a>
+      <a href={useBaseUrl('docs/send-data/collection/set-collector-cpu-usage-target')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Set a Collector CPU Usage Target</h4></a>
       <p>Limit the amount of CPU processing a collector uses.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collection/upgrade-collectors"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Upgrade a Collector</h4></a>
+      <a href={useBaseUrl('docs/send-data/collection/upgrade-collectors')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Upgrade a Collector</h4></a>
       <p>Deploy an upgrade to one or more collectors.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collection/collector-logs"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Collector Logs</h4></a>
+      <a href={useBaseUrl('docs/send-data/collection/collector-logs')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Collector Logs</h4></a>
       <p>Use log events to troubleshoot collection issues.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/collection/processing-rules"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Processing Rules</h4></a>
+      <a href={useBaseUrl('docs/send-data/collection/processing-rules')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Processing Rules</h4></a>
       <p>Processing rules can help filter and forward data.</p>
       </div>
     </div>
diff --git a/docs/send-data/collection/processing-rules/index.md b/docs/send-data/collection/processing-rules/index.md
index b40a2b309c..d719eb50d6 100644
--- a/docs/send-data/collection/processing-rules/index.md
+++ b/docs/send-data/collection/processing-rules/index.md
@@ -49,37 +49,37 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/processing-rules/create-processing-rule/"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Create a Processing Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/processing-rules/create-processing-rule/')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Create a Processing Rules</h4></a>
   <p>Processing rules filter and can forward data sent to Sumo Logic from a Source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/processing-rules/data-forwarding-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Data Forwarding Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/processing-rules/data-forwarding-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Data Forwarding Rules</h4></a>
   <p>Data Forwarding rules forward data collected from an Installed Collector to non-Sumo Logic destinations.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/processing-rules/hash-rules/"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Hash Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/processing-rules/hash-rules/')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Hash Rules</h4></a>
   <p>With a hash rule, an expression you choose will be replaced by a hash code.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/processing-rules/mask-rules/"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Mask Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/processing-rules/mask-rules/')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Mask Rules</h4></a>
   <p>Create a mask rule to replace an expression with a mask string.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/processing-rules/include-and-exclude-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Include and Exclude Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/processing-rules/include-and-exclude-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Include and Exclude Rules</h4></a>
   <p>Use include and exclude processing rules to specify what kind of data is sent to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collection/processing-rules/metrics-include-and-exclude-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Metrics Include and Exclude Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/collection/processing-rules/metrics-include-and-exclude-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>Metrics Include and Exclude Rules</h4></a>
   <p>Use metrics processing rules to specify what metrics a metrics source are sen to Sumo Logic.</p>
   </div>
 </div>
diff --git a/docs/send-data/hosted-collectors/amazon-aws/index.md b/docs/send-data/hosted-collectors/amazon-aws/index.md
index b7f6c9e965..eeb8348cf7 100644
--- a/docs/send-data/hosted-collectors/amazon-aws/index.md
+++ b/docs/send-data/hosted-collectors/amazon-aws/index.md
@@ -19,91 +19,91 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-sources"><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>AWS Source Config</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-sources')}><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>AWS Source Config</h4></a>
   <p>Get started configuring AWS Sources for Sumo Logic ingestion.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/grant-access-aws-product"><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>Grant Access to an AWS Product</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/grant-access-aws-product')}><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>Grant Access to an AWS Product</h4></a>
   <p>Before configuring your Source, enable access to your AWS product.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/amazon-path-expressions"><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>Amazon Path Expressions</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/amazon-path-expressions')}><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>Amazon Path Expressions</h4></a>
   <p>Sample path expressions you can use to collect data from Amazon Sources.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/amazon-s3-audit-source"><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="40"/><h4>Amazon S3 Audit</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/amazon-s3-audit-source')}><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="40"/><h4>Amazon S3 Audit</h4></a>
   <p>Add the Amazon S3 Audit Source to upload messages to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-s3-scan-interval-sources"><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="40"/><h4>Amazon S3 Scan Interval</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-s3-scan-interval-sources')}><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="40"/><h4>Amazon S3 Scan Interval</h4></a>
   <p>Define the waiting time between scans of the objects in your S3 bucket.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-s3-source"><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="40"/><h4>Amazon S3</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-s3-source')}><img src={useBaseUrl('img/integrations/amazon-aws/s3audit.png')} alt="icon" width="40"/><h4>Amazon S3</h4></a>
   <p>Add an Amazon S3 Source to upload messages to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/amazon-cloudfront-source"><img src={useBaseUrl('img/integrations/amazon-aws/cloudfront.png')} alt="icon" width="40"/><h4>Amazon CloudFront</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/amazon-cloudfront-source')}><img src={useBaseUrl('img/integrations/amazon-aws/cloudfront.png')} alt="icon" width="40"/><h4>Amazon CloudFront</h4></a>
   <p>Distribute content to end-users with low latency and high data transfer speeds.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/amazon-cloudwatch-source-metrics"><img src={useBaseUrl('img/send-data/cloudwatch-icon.png')} alt="icon" width="40"/><h4>Amazon CloudWatch Metrics</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/amazon-cloudwatch-source-metrics')}><img src={useBaseUrl('img/send-data/cloudwatch-icon.png')} alt="icon" width="40"/><h4>Amazon CloudWatch Metrics</h4></a>
   <p>Gather metrics data from an Amazon resource.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-cloudtrail-source"><img src={useBaseUrl('img/send-data/cloudtrail-source.png')} alt="Thumbnail icon" width="40"/><h4>AWS CloudTrail</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-cloudtrail-source')}><img src={useBaseUrl('img/send-data/cloudtrail-source.png')} alt="Thumbnail icon" width="40"/><h4>AWS CloudTrail</h4></a>
   <p>AWS CloudTrail Source records API calls made to AWS.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-elastic-load-balancing-source"><img src={useBaseUrl('img/integrations/amazon-aws/elb.png')} alt="Thumbnail icon" width="40"/><h4>AWS Elastic Load Balancing</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-elastic-load-balancing-source')}><img src={useBaseUrl('img/integrations/amazon-aws/elb.png')} alt="Thumbnail icon" width="40"/><h4>AWS Elastic Load Balancing</h4></a>
   <p>Add the AWS ELB Source to upload messages to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-metadata-tag-source"><img src={useBaseUrl('img/send-data/aws-metadata-tag.png')} alt="icon" width="40"/><h4>AWS Metadata (Tag)</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-metadata-tag-source')}><img src={useBaseUrl('img/send-data/aws-metadata-tag.png')} alt="icon" width="40"/><h4>AWS Metadata (Tag)</h4></a>
   <p>Collect tags from EC2 instances running on AWS.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-kinesis-firehose-logs-source"><img src={useBaseUrl('img/send-data/aws-kinesis-firehose-logs.png')} alt="icon" width="50"/><h4>AWS Kinesis Firehose Logs</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-kinesis-firehose-logs-source')}><img src={useBaseUrl('img/send-data/aws-kinesis-firehose-logs.png')} alt="icon" width="50"/><h4>AWS Kinesis Firehose Logs</h4></a>
   <p>Ingest logs from Amazon Kinesis Data Firehose.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/aws-kinesis-firehose-metrics-source"><img src={useBaseUrl('img/send-data/aws-kinesis-firehose-metrics.png')} alt="icon" width="50"/><h4>AWS Kinesis Firehose Metrics</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/aws-kinesis-firehose-metrics-source')}><img src={useBaseUrl('img/send-data/aws-kinesis-firehose-metrics.png')} alt="icon" width="50"/><h4>AWS Kinesis Firehose Metrics</h4></a>
   <p>Ingest CloudWatch metrics from Amazon Kinesis Data Firehose.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/collection-aws-govcloud"><img src={useBaseUrl('img/send-data/AWSGovCloudUS-Logo.jpeg')} alt="icon" width="90"/><h4>AWS GovCloud</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/collection-aws-govcloud')}><img src={useBaseUrl('img/send-data/AWSGovCloudUS-Logo.jpeg')} alt="icon" width="90"/><h4>AWS GovCloud</h4></a>
   <p>AWS GovCloud are specific regions authorized to a FedRAMP-High baseline.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws/configure-your-aws-source-cloudformation"><img src={useBaseUrl('img/send-data/aws-cloudformation.svg')} alt="icon" width="30"/><h4>AWS CloudFormation Configuration</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws/configure-your-aws-source-cloudformation')}><img src={useBaseUrl('img/send-data/aws-cloudformation.svg')} alt="icon" width="30"/><h4>AWS CloudFormation Configuration</h4></a>
   <p>Use CloudFormation to set up AWS products.</p>
   </div>
 </div>
diff --git a/docs/send-data/hosted-collectors/google-source/index.md b/docs/send-data/hosted-collectors/google-source/index.md
index 9fee3e02df..74895e28d2 100644
--- a/docs/send-data/hosted-collectors/google-source/index.md
+++ b/docs/send-data/hosted-collectors/google-source/index.md
@@ -12,19 +12,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/google-source/google-workspace-apps-audit-source"><img src={useBaseUrl('img/send-data/google-workspace-audit.png')} alt="icon" width="30"/><h4>Google Workspace Apps Audit</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/google-source/google-workspace-apps-audit-source')}><img src={useBaseUrl('img/send-data/google-workspace-audit.png')} alt="icon" width="30"/><h4>Google Workspace Apps Audit</h4></a>
   <p>Add a Google Workspace Apps Audit Source to ingest audit logs from Google apps.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/google-source/google-cloud-platform-source"><img src={useBaseUrl('img/send-data/gcp-icon.png')} alt="icon" width="35"/><h4>Google Cloud Platform</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/google-source/google-cloud-platform-source')}><img src={useBaseUrl('img/send-data/gcp-icon.png')} alt="icon" width="35"/><h4>Google Cloud Platform</h4></a>
   <p>Export data collected by Stackdriver to Google Cloud Pub/Sub.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/google-source/gcp-metrics-source"><img src={useBaseUrl('img/send-data/gcp-icon.png')} alt="icon" width="35"/><h4>Google Cloud Platform Metrics</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/google-source/gcp-metrics-source')}><img src={useBaseUrl('img/send-data/gcp-icon.png')} alt="icon" width="35"/><h4>Google Cloud Platform Metrics</h4></a>
   <p>Get visibility into Google Cloud Platform infrastructure and managed services.</p>
   </div>
 </div>
diff --git a/docs/send-data/hosted-collectors/http-source/index.md b/docs/send-data/hosted-collectors/http-source/index.md
index c41bf88607..0a3fca76a9 100644
--- a/docs/send-data/hosted-collectors/http-source/index.md
+++ b/docs/send-data/hosted-collectors/http-source/index.md
@@ -13,49 +13,49 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper">
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source/logs-metrics"><img src={useBaseUrl('img/send-data/http-logs-metrics.png')} alt="Thumbnail icon" width="50"/><h4>HTTP Logs and Metrics</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source/logs-metrics')}><img src={useBaseUrl('img/send-data/http-logs-metrics.png')} alt="Thumbnail icon" width="50"/><h4>HTTP Logs and Metrics</h4></a>
   <p>An HTTP Logs and Metrics Source is an endpoint for receiving log and metric data uploaded to a unique URL generated for the Source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source/otlp"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="Thumbnail icon" width="45"/><h4>OTLP</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source/otlp')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="Thumbnail icon" width="45"/><h4>OTLP</h4></a>
   <p>Use an HTTP OTLP Source to collect OTLP formatted Logs, Metrics, and Traces data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source/logs-metrics/upload-logs"><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="40"/><h4>Upload Logs to HTTP Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source/logs-metrics/upload-logs')}><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="40"/><h4>Upload Logs to HTTP Source</h4></a>
   <p>This guide provides instructions on uploading logs to an HTTP Source.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source/logs-metrics/upload-metrics"><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="40"/><h4>Upload Metrics to HTTP Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source/logs-metrics/upload-metrics')}><img src={useBaseUrl('img/icons/metrics.png')} alt="Thumbnail icon" width="40"/><h4>Upload Metrics to HTTP Source</h4></a>
   <p>This guide provides instructions on uploading metrics to an HTTP Source.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source/generate-new-url"><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="40"/><h4>Generate HTTP Source URL</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source/generate-new-url')}><img src={useBaseUrl('img/icons/logs.png')} alt="Thumbnail icon" width="40"/><h4>Generate HTTP Source URL</h4></a>
   <p>You can generate a new URL for an HTTP Source at any time. Generating a new URL completely invalidates the old URL.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source/traces"><img src={useBaseUrl('img/send-data/http-traces.png')} alt="Thumbnail icon" width="40"/><h4>HTTP Traces</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source/traces')}><img src={useBaseUrl('img/send-data/http-traces.png')} alt="Thumbnail icon" width="40"/><h4>HTTP Traces</h4></a>
   <p>An HTTP Traces Source is an endpoint for receiving trace data.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/apm/real-user-monitoring/configure-data-collection"><img src={useBaseUrl('img/send-data/http-rum.png')} alt="Thumbnail icon" width="40"/><h4>RUM HTTP Traces Source</h4></a>
+  <a href={useBaseUrl('docs/apm/real-user-monitoring/configure-data-collection')}><img src={useBaseUrl('img/send-data/http-rum.png')} alt="Thumbnail icon" width="40"/><h4>RUM HTTP Traces Source</h4></a>
   <p>Learn how to configure a RUM HTTP Traces Source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source/troubleshooting"><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Thumbnail icon" width="40"/><h4>HTTP Source Troubleshooting</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source/troubleshooting')}><img src={useBaseUrl('img/icons/operations/troubleshoot.png')} alt="Thumbnail icon" width="40"/><h4>HTTP Source Troubleshooting</h4></a>
   <p>Check the HTTP status codes.</p>
   </div>
 </div>
diff --git a/docs/send-data/hosted-collectors/index.md b/docs/send-data/hosted-collectors/index.md
index 8b5cc94bb3..7216daa497 100644
--- a/docs/send-data/hosted-collectors/index.md
+++ b/docs/send-data/hosted-collectors/index.md
@@ -44,49 +44,49 @@ The maximum number of Collectors allowed per organization is 10,000.
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/configure-hosted-collector"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Configure a Hosted Collector</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/configure-hosted-collector')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Configure a Hosted Collector</h4></a>
   <p>Set up Hosted Collectors so you can move data to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/amazon-aws"><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>Amazon and AWS Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/amazon-aws')}><img src='https://upload.wikimedia.org/wikipedia/commons/9/93/Amazon_Web_Services_Logo.svg' alt="icon" width="50"/><h4>Amazon and AWS Sources</h4></a>
   <p>Collect from one of the many AWS products that we support.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/google-source"><img src={useBaseUrl('img/send-data/Google_Workspace_Logo.svg')} alt="thumbnail icon" width="190"/><h4>Google Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/google-source')}><img src={useBaseUrl('img/send-data/Google_Workspace_Logo.svg')} alt="thumbnail icon" width="190"/><h4>Google Sources</h4></a>
   <p>Collect data from your Google Cloud Platform and other products.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/cloud-to-cloud-integration-framework"><img src={useBaseUrl('img/icons/cloud/cloud-systems.png')} alt="Thumbnail icon" width="40"/><h4>C2C Integration Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/cloud-to-cloud-integration-framework')}><img src={useBaseUrl('img/icons/cloud/cloud-systems.png')} alt="Thumbnail icon" width="40"/><h4>C2C Integration Sources</h4></a>
   <p>Collect logs and events directly from SaaS and Cloud platforms.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/http-source"><img src={useBaseUrl('img/send-data/http-logs-metrics.png')} alt="Thumbnail icon" width="45"/><h4>HTTP Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/http-source')}><img src={useBaseUrl('img/send-data/http-logs-metrics.png')} alt="Thumbnail icon" width="45"/><h4>HTTP Sources</h4></a>
   <p>Upload logs, metrics, traces, and more to an HTTP Source.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/microsoft-source/ms-office-audit-source"><img src={useBaseUrl('img/send-data/office_365_48.png')} alt="Thumbnail icon" width="40"/><h4>Microsoft Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/microsoft-source/ms-office-audit-source')}><img src={useBaseUrl('img/send-data/office_365_48.png')} alt="Thumbnail icon" width="40"/><h4>Microsoft Sources</h4></a>
   <p>Collect Audit Log content types to track and monitor usage of MS 365.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/cloud-syslog-source"><img src={useBaseUrl('img/send-data/cloud-syslog.png')} alt="thumbnail icon" width="60"/><h4>Cloud Syslog Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/cloud-syslog-source')}><img src={useBaseUrl('img/send-data/cloud-syslog.png')} alt="thumbnail icon" width="60"/><h4>Cloud Syslog Sources</h4></a>
   <p>Configure a cloud syslog source to send data to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors/webhook-sources/zoom"><img src={useBaseUrl('img/integrations/saas-cloud/zoom.png')} alt="Thumbnail icon" width="60"/><h4>Zoom Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors/webhook-sources/zoom')}><img src={useBaseUrl('img/integrations/saas-cloud/zoom.png')} alt="Thumbnail icon" width="60"/><h4>Zoom Source</h4></a>
   <p>Learn how to create HTTP Zoom source and enable events subscriptions.</p>
   </div>
 </div>
diff --git a/docs/send-data/index.md b/docs/send-data/index.md
index 2e29683361..9de4bab378 100644
--- a/docs/send-data/index.md
+++ b/docs/send-data/index.md
@@ -21,55 +21,55 @@ Learn how to send data to Sumo Logic and get started with our observability and
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/opentelemetry-collector"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="Data collection icon" width="40"/><h4>Sumo Logic Distro for OpenTelemetry</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="Data collection icon" width="40"/><h4>Sumo Logic Distro for OpenTelemetry</h4></a>
   <p>Our OpenTelemetry Distribution is a single unified agent to send Logs, Metrics, Traces, and more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Installed Collectors</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Installed Collectors</h4></a>
   <p>Installed collector is our proprietary agent that you can deploy in your environment to collect logs and some metrics sources.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/hosted-collectors"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Hosted Collectors</h4></a>
+  <a href={useBaseUrl('docs/send-data/hosted-collectors')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Hosted Collectors</h4></a>
   <p>Set up a Hosted Collector to collect data directly from cloud sources like AWS, GCP, and more without installing an agent.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/kubernetes"><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="Data collection icon" width="40"/><h4>Kubernetes</h4></a>
+  <a href={useBaseUrl('docs/send-data/kubernetes')}><img src={useBaseUrl('img/icons/operations/kubernetes.png')} alt="Data collection icon" width="40"/><h4>Kubernetes</h4></a>
   <p>Learn how to collect Kubernetes logs, metrics, and events.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/collect-from-other-data-sources"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Other Data Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/collect-from-other-data-sources')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Other Data Sources</h4></a>
   <p>Collect logs and metrics from a variety of other data sources.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/use-json-configure-sources/json-parameters-hosted-sources"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>JSON Configuration</h4></a>
+  <a href={useBaseUrl('docs/send-data/use-json-configure-sources/json-parameters-hosted-sources')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>JSON Configuration</h4></a>
   <p>Learn how to configure Installed and Hosted Collectors sources using JSON files.</p>
   </div>
 </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/send-data/reference-information/time-reference"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Time Reference</h4></a>
+    <a href={useBaseUrl('docs/send-data/reference-information/time-reference')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Time Reference</h4></a>
     <p>Learn about supported timestamps, date formatting, and more. </p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/send-data/reference-information/use-wildcards-paths"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Wildcards in Paths</h4></a>
+    <a href={useBaseUrl('docs/send-data/reference-information/use-wildcards-paths')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Wildcards in Paths</h4></a>
     <p>Use wildcards in Source paths to collect all files of a certain type.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/send-data/collector-faq"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Troubleshooting</h4></a>
+    <a href={useBaseUrl('docs/send-data/collector-faq')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="Data collection icon" width="40"/><h4>Troubleshooting</h4></a>
     <p>Troubleshooting Sumo Logic data collection.</p>
     </div>
   </div>
diff --git a/docs/send-data/installed-collectors/collector-installation-reference/index.md b/docs/send-data/installed-collectors/collector-installation-reference/index.md
index 817272f863..b8d9d5293e 100644
--- a/docs/send-data/installed-collectors/collector-installation-reference/index.md
+++ b/docs/send-data/installed-collectors/collector-installation-reference/index.md
@@ -13,97 +13,97 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/download-collector-from-static-url"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Download Collector from Static URL</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/download-collector-from-static-url')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Download Collector from Static URL</h4></a>
   <p>Static URLs provide download links to the most recent Collector versions.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/user-properties"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>user.properties</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/user-properties')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>user.properties</h4></a>
   <p>Pass Collector parameters for some installation methods.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/test-connectivity-sumo-collectors"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Test Collector Connectivity</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/test-connectivity-sumo-collectors')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Test Collector Connectivity</h4></a>
   <p>Test access and connectivity from an installed Collector to the Sumo Logic service.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/parameters-command-line-installer/"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Collector CLI Parameters</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/parameters-command-line-installer/')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Collector CLI Parameters</h4></a>
   <p>Parameters available when using the Collector's command line installer.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/collector-properties"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>collector.properties</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/collector-properties')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>collector.properties</h4></a>
   <p>Define the waiting time between scans of the objects in your S3 bucket.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/collector-installation-error-messages/"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Collector Installation Error Messages</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/collector-installation-error-messages/')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Collector Installation Error Messages</h4></a>
   <p>Troubleshoot issues that arise during collector installation.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/add-collector-linux-machine-image"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Add Collector to Linux Machine Image</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/add-collector-linux-machine-image')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Add Collector to Linux Machine Image</h4></a>
   <p>Build a Collector into a Linux machine image.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/add-collector-windows-machine-image"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Add Collector to Windows Machine Image</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/add-collector-windows-machine-image')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Add Collector to Windows Machine Image</h4></a>
   <p>Build a Collector into a Windows machine image.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/advanced-ui-installer-settings"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Advanced UI Installer Settings</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/advanced-ui-installer-settings')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Advanced UI Installer Settings</h4></a>
   <p>Advanced settings for the UI installer.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/force-collectors-name-clobber"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Force a Collector's Name with Clobber</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/force-collectors-name-clobber')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Force a Collector's Name with Clobber</h4></a>
   <p>Use the clobber flag when you're creating a new Collector that will use a name that is already in use.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/sumoconf-for-legacy-collectors"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>sumo.conf for Legacy Collectors</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/sumoconf-for-legacy-collectors')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>sumo.conf for Legacy Collectors</h4></a>
   <p>Pass Collector config parameters during installation if the Debian or RPM option is used.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/set-run-as-user-for-collector"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Set the <code>RUN_AS_USER</code> for a Collector</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/set-run-as-user-for-collector')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Set the <code>RUN_AS_USER</code> for a Collector</h4></a>
   <p>Specify the user under whose account the Collector will run.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/enable-sni-collector-transparent-proxy"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Enabling SNI in a Collector to Support Transparent Proxy</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/enable-sni-collector-transparent-proxy')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Enabling SNI in a Collector to Support Transparent Proxy</h4></a>
   <p>Enable SNI on Collectors to support third-party transparent proxy services.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/binary-package-install-a-collector"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Using the Binary Package</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/binary-package-install-a-collector')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Using the Binary Package</h4></a>
   <p>Install a Collector on macOS or Windows if you need to use a specific JRE version.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/enhanced-file-system-security-installed-collectors"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Enhanced File System Security</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/enhanced-file-system-security-installed-collectors')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Enhanced File System Security</h4></a>
   <p>Protect the log cache and configuration files for Installed Collectors.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference/set-collector-as-ephemeral"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Set Collector as Ephemeral</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference/set-collector-as-ephemeral')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40"/><h4>Set Collector as Ephemeral</h4></a>
   <p>Flag a Collector as ephemeral to delete it after being offline for 12 hours.</p>
   </div>
 </div>
diff --git a/docs/send-data/installed-collectors/index.md b/docs/send-data/installed-collectors/index.md
index 4e57d10139..e48db24a48 100644
--- a/docs/send-data/installed-collectors/index.md
+++ b/docs/send-data/installed-collectors/index.md
@@ -15,37 +15,37 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/configuration"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Install and Configure a Collector</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/configuration')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Install and Configure a Collector</h4></a>
   <p>Install and configure a collector to gather and send data to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/macos"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>For macOS</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/macos')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>For macOS</h4></a>
   <p>Install or uninstall a Collector on a macOS system.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/linux"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>For Linux</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/linux')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>For Linux</h4></a>
   <p>Install or uninstall a Collector on a Linux system.</p>
   </div>
 </div>
   <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/windows"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>For Windows</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/windows')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>For Windows</h4></a>
   <p>Install or uninstall a Collector on a Windows system.</p>
   </div>
 </div>
 <div className="box smallbox card">
 <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Sources</h4></a>
   <p>Learn how to configure a variety of local and remote Sources for your Installed Collector.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/collector-installation-reference"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Reference Guide</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/collector-installation-reference')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="30"/><h4>Reference Guide</h4></a>
   <p>Customize your Installed Collector with these configuration parameters and options.</p>
   </div>
 </div>
diff --git a/docs/send-data/installed-collectors/sources/index.md b/docs/send-data/installed-collectors/sources/index.md
index 6b3576f25d..00f3dfef31 100644
--- a/docs/send-data/installed-collectors/sources/index.md
+++ b/docs/send-data/installed-collectors/sources/index.md
@@ -13,97 +13,97 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/collect-forwarded-events-windows-event-collector"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Collect Windows Forwarded Events</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/collect-forwarded-events-windows-event-collector')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Collect Windows Forwarded Events</h4></a>
   <p>Track and collect forwarded events from a Windows Event Collector.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/docker-sources"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Docker Sources</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/docker-sources')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Docker Sources</h4></a>
   <p>Configure Docker Logs or a Docker Stats Source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/host-metrics-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Host Metrics Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/host-metrics-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Host Metrics Source</h4></a>
   <p>Collect host metrics from a local host.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/local-file-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Local File Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/local-file-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Local File Source</h4></a>
   <p>Collect log messages from the same machine where a collector is installed.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/local-windows-event-log-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Local Windows Event Log Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/local-windows-event-log-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Local Windows Event Log Source</h4></a>
   <p>Collect local performance data from the Windows Performance Monitor.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/windows-event-source-custom-channels"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Windows Event Source Custom Channels</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/windows-event-source-custom-channels')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Windows Event Source Custom Channels</h4></a>
   <p>Find Windows event channels to collect with a Local Windows Event Source.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/local-windows-performance-monitor-log-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Local Windows Performance Monitor Log Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/local-windows-performance-monitor-log-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Local Windows Performance Monitor Log Source</h4></a>
   <p>Collect local performance data from the Windows Performance Monitor.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/installed-collectors/sources/streaming-metrics-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Streaming Metrics Source</h4></a>
+  <a href={useBaseUrl('docs/send-data/installed-collectors/sources/streaming-metrics-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Streaming Metrics Source</h4></a>
   <p>Add a streaming metrics source to collect Graphite, Carbon 2.0, or Prometheus metrics.</p>
   </div>
 </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/syslog-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Syslog Source</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/syslog-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Syslog Source</h4></a>
       <p>Obtain syslog messages by listening on a designated port.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/define-boundary-regex-multiline-messages"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Define Boundary Regex for Multiline Messages</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/define-boundary-regex-multiline-messages')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Define Boundary Regex for Multiline Messages</h4></a>
       <p>Detect when a log message spans multiple lines and then index it as a single message.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/preconfigure-machine-collect-remote-windows-events"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Preconfigure a Machine to Collect Remote Windows Events</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/preconfigure-machine-collect-remote-windows-events')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Preconfigure a Machine to Collect Remote Windows Events</h4></a>
       <p>Configure a system for remote access by a Remote Windows Event Log Source.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/preconfigure-machine-collect-remote-windows-performance-monitoring-logs"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Preconfigure a Machine to Collect Remote Windows Performance Monitoring Logs</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/preconfigure-machine-collect-remote-windows-performance-monitoring-logs')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Preconfigure a Machine to Collect Remote Windows Performance Monitoring Logs</h4></a>
       <p>Collect log messages remotely from where a collector is installed.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/windows-active-directory-inventory-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Windows Active Directory Inventory Source</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/windows-active-directory-inventory-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Windows Active Directory Inventory Source</h4></a>
       <p>Collect inventory data from Active Directory Database.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/remote-windows-event-log-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Remote Windows Event Log Source</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/remote-windows-event-log-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Remote Windows Event Log Source</h4></a>
       <p>Collect Windows event log entries from multiple remote systems.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/remote-windows-performance-monitor-log-source"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Remote Windows Performance Monitor Log Source</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/remote-windows-performance-monitor-log-source')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Remote Windows Performance Monitor Log Source</h4></a>
       <p>Collect remote performance data from the Windows Performance Monitor.</p>
       </div>
     </div>
     <div className="box smallbox card">
       <div className="container">
-      <a href="/docs/send-data/installed-collectors/sources/script-action"><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Script Action</h4></a>
+      <a href={useBaseUrl('docs/send-data/installed-collectors/sources/script-action')}><img src={useBaseUrl('img/icons/operations/collect.png')} alt="icon" width="40"/><h4>Script Action</h4></a>
       <p>This Script Action passes the results of a scheduled search to a script or program that runs on a machine.</p>
       </div>
     </div>
diff --git a/docs/send-data/opentelemetry-collector/data-source-configurations/index.md b/docs/send-data/opentelemetry-collector/data-source-configurations/index.md
index 36d84d22a6..fc97b6cc62 100644
--- a/docs/send-data/opentelemetry-collector/data-source-configurations/index.md
+++ b/docs/send-data/opentelemetry-collector/data-source-configurations/index.md
@@ -11,25 +11,25 @@ In this section, we'll cover data source configuration for the Sumo Logic OpenTe
 <div class="box-wrapper" >
 <div class="box smallbox card">
   <div class="container">
-  <a href="/docs/send-data/opentelemetry-collector/data-source-configurations/collect-logs"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Collect Logs</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/data-source-configurations/collect-logs')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Collect Logs</h4></a>
   <p>Instructions for collecting logs with the OpenTelemetry collector.</p>
   </div>
 </div>
 <div class="box smallbox card">
   <div class="container">
-  <a href="/docs/send-data/opentelemetry-collector/data-source-configurations/collect-metrics"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Collect Metrics</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/data-source-configurations/collect-metrics')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Collect Metrics</h4></a>
   <p>Instructions for collecting metrics with the OpenTelemetry collector.</p>
   </div>
 </div>
 <div class="box smallbox card">
   <div class="container">
-  <a href="/docs/send-data/opentelemetry-collector/data-source-configurations/collect-traces"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Collect Traces</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/data-source-configurations/collect-traces')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Collect Traces</h4></a>
   <p>Instructions for collecting tracing data with the OpenTelemetry collector.</p>
   </div>
 </div>
 <div class="box smallbox card">
   <div class="container">
-  <a href="/docs/send-data/opentelemetry-collector/data-source-configurations/additional-configurations-reference"><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Additional Configurations</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/data-source-configurations/additional-configurations-reference')}><img src={useBaseUrl('img/icons/operations/data-collection.png')} alt="icon" width="40" /><h4>Additional Configurations</h4></a>
   <p>More OpenTelemetry collector configurations.</p>
   </div>
   </div>
diff --git a/docs/send-data/opentelemetry-collector/index.md b/docs/send-data/opentelemetry-collector/index.md
index 9ff47e43cb..6f62b7b596 100644
--- a/docs/send-data/opentelemetry-collector/index.md
+++ b/docs/send-data/opentelemetry-collector/index.md
@@ -19,13 +19,13 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/install-collector"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Install Collector</h4></a>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/install-collector')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Install Collector</h4></a>
       <p>Step-by-step instructions for installing the OpenTelemetry collector on Linux, Windows, macOS, and more.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/data-source-configurations">
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/data-source-configurations')}>
         <img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/>
         <h4>Data Source and Configurations</h4>
       </a>
@@ -52,7 +52,7 @@ In this section, we'll introduce the following concepts:
   </div>
       <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/auto-discovery">
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/auto-discovery')}>
         <img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/>
         <h4>Auto Discovery</h4>
       </a>
@@ -61,13 +61,13 @@ In this section, we'll introduce the following concepts:
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/send-data/opentelemetry-collector/performance-benchmarks"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Performance Benchmarks</h4></a>
+    <a href={useBaseUrl('docs/send-data/opentelemetry-collector/performance-benchmarks')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Performance Benchmarks</h4></a>
     <p>Collect data to establish performance benchmarks.</p>
     </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/send-data/opentelemetry-collector/data-transformations">
+    <a href={useBaseUrl('docs/send-data/opentelemetry-collector/data-transformations')}>
       <img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25" />
       <h4>String Hashing and Masking</h4>
     </a>
@@ -76,7 +76,7 @@ In this section, we'll introduce the following concepts:
 </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/send-data/opentelemetry-collector/troubleshooting"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Troubleshooting</h4></a>
+    <a href={useBaseUrl('docs/send-data/opentelemetry-collector/troubleshooting')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Troubleshooting</h4></a>
     <p>Find solutions to common issues with the OpenTelemetry collector.</p>
     </div>
   </div>
@@ -88,7 +88,7 @@ In this section, we'll introduce the following concepts:
   </div>
   <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/opentelemetry-collector/faq"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>FAQ</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/faq')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>FAQ</h4></a>
     <p>Find answers to frequently asked questions about the OpenTelemetry collector.</p>
     </div>
   </div>
diff --git a/docs/send-data/opentelemetry-collector/install-collector/index.md b/docs/send-data/opentelemetry-collector/install-collector/index.md
index d81b6b71be..335cfea569 100644
--- a/docs/send-data/opentelemetry-collector/install-collector/index.md
+++ b/docs/send-data/opentelemetry-collector/install-collector/index.md
@@ -10,37 +10,37 @@ Learn how to install the Sumo Logic OpenTelemetry Collector on various platforms
 <div className="box-wrapper">
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/install-collector/linux"><img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Thumbnail icon" width="25"/><h4>Install Collector on Linux</h4></a>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/install-collector/linux')}><img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Thumbnail icon" width="25"/><h4>Install Collector on Linux</h4></a>
       <p>Install the OpenTelemetry collector on Linux.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/send-data/opentelemetry-collector/install-collector/macos"><img src={useBaseUrl('img/send-data/mac-logo.png')} alt="macOS" width="25"/><h4>Install Collector on macOS</h4></a>
+    <a href={useBaseUrl('docs/send-data/opentelemetry-collector/install-collector/macos')}><img src={useBaseUrl('img/send-data/mac-logo.png')} alt="macOS" width="25"/><h4>Install Collector on macOS</h4></a>
     <p>Install the OpenTelemetry collector on macOS.</p>
     </div>
   </div>
   <div className="box smallbox card">
    <div className="container">
-    <a href="/docs/send-data/opentelemetry-collector/install-collector/windows"><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="thumbnail icon" width="25"/><h4>Install Collector on Windows</h4></a>
+    <a href={useBaseUrl('docs/send-data/opentelemetry-collector/install-collector/windows')}><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="thumbnail icon" width="25"/><h4>Install Collector on Windows</h4></a>
     <p>Install the OpenTelemetry collector on Windows.</p>
     </div>
   </div>
   <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/send-data/opentelemetry-collector/install-collector/ansible"><img src={useBaseUrl('img/send-data/ansible-logo.png')} alt="ansible" width="20"/><h4>Install Collector on Ansible</h4></a>
+   <a href={useBaseUrl('docs/send-data/opentelemetry-collector/install-collector/ansible')}><img src={useBaseUrl('img/send-data/ansible-logo.png')} alt="ansible" width="20"/><h4>Install Collector on Ansible</h4></a>
     <p>Install the OpenTelemetry collector on Ansible.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-    <a href="/docs/send-data/opentelemetry-collector/install-collector/puppet"><img src={useBaseUrl('img/integrations/app-development/puppet.png')} alt="puppet icon" width="20"/><h4>Install Collector on Puppet</h4></a>
+    <a href={useBaseUrl('docs/send-data/opentelemetry-collector/install-collector/puppet')}><img src={useBaseUrl('img/integrations/app-development/puppet.png')} alt="puppet icon" width="20"/><h4>Install Collector on Puppet</h4></a>
       <p>Install the OpenTelemetry collector on Puppet.</p>
       </div>
     </div>
   <div className="box smallbox card">
    <div className="container">
-   <a href="/docs/send-data/opentelemetry-collector/install-collector/chef"><img src={useBaseUrl('img/send-data/chef-logo.png')} alt="chef" width="20"/><h4>Install Collector on Chef</h4></a>
+   <a href={useBaseUrl('docs/send-data/opentelemetry-collector/install-collector/chef')}><img src={useBaseUrl('img/send-data/chef-logo.png')} alt="chef" width="20"/><h4>Install Collector on Chef</h4></a>
     <p>Install the OpenTelemetry collector on Chef.</p>
     </div>
   </div>
diff --git a/docs/send-data/opentelemetry-collector/remote-management/index.md b/docs/send-data/opentelemetry-collector/remote-management/index.md
index 410ec4655b..8ca9f7b57a 100644
--- a/docs/send-data/opentelemetry-collector/remote-management/index.md
+++ b/docs/send-data/opentelemetry-collector/remote-management/index.md
@@ -54,19 +54,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
   <div className="box smallbox card">
   <div className="container">
-    <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Source Templates</h4></a>
+    <a href={useBaseUrl('/docs/send-data/opentelemetry-collector/remote-management/source-templates')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Source Templates</h4></a>
     <p>Learn how to create and modify your OpenTelemetry Remote Management source templates to optimize data collection and configuration.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/processing-rules"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Processing Rules</h4></a>
+      <a href={useBaseUrl('/docs/send-data/opentelemetry-collector/remote-management/processing-rules')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Processing Rules</h4></a>
       <p>Discover how to apply processing rules for an OpenTelemetry agent using remote management source templates to enhance data handling.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/troubleshooting"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Troubleshooting</h4></a>
+      <a href={useBaseUrl('/docs/send-data/opentelemetry-collector/remote-management/troubleshooting')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Troubleshooting</h4></a>
       <p>Find solutions to common issues with the OpenTelemetry collector remote management.</p>
     </div>
   </div>
diff --git a/docs/send-data/opentelemetry-collector/remote-management/processing-rules/index.md b/docs/send-data/opentelemetry-collector/remote-management/processing-rules/index.md
index a99b1cd0d2..51bb77c886 100644
--- a/docs/send-data/opentelemetry-collector/remote-management/processing-rules/index.md
+++ b/docs/send-data/opentelemetry-collector/remote-management/processing-rules/index.md
@@ -21,19 +21,19 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/opentelemetry-collector/remote-management/processing-rules/include-and-exclude-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>OTRM Include and Exclude Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/processing-rules/include-and-exclude-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>OTRM Include and Exclude Rules</h4></a>
   <p>Use OTRM include and exclude processing rules to specify which data you want to send to Sumo Logic.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/opentelemetry-collector/remote-management/processing-rules/mask-rules"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>OTRM Mask Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/processing-rules/mask-rules')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>OTRM Mask Rules</h4></a>
   <p>Create an OTRM mask rule to replace an expression with a mask string.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/opentelemetry-collector/remote-management/processing-rules/mask-rules-windows"><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>OTRM Windows Source Template Mask Rules</h4></a>
+  <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/processing-rules/mask-rules-windows')}><img src={useBaseUrl('img/icons/operations/rules.png')} alt="icon" width="40"/><h4>OTRM Windows Source Template Mask Rules</h4></a>
   <p>Create an OTRM Windows source template mask rule to replace an expression with a mask string.</p>
   </div>
 </div>
diff --git a/docs/send-data/opentelemetry-collector/remote-management/source-templates/index.md b/docs/send-data/opentelemetry-collector/remote-management/source-templates/index.md
index 4700be505d..b9c3c38efc 100644
--- a/docs/send-data/opentelemetry-collector/remote-management/source-templates/index.md
+++ b/docs/send-data/opentelemetry-collector/remote-management/source-templates/index.md
@@ -13,77 +13,77 @@ In this section, we'll show you how to set up source templates for the following
 <div className="box-wrapper" >
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/manage-source-templates"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Managing Source Templates</h4></a><p>Learn how to create and modify OTel remote management source templates.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/manage-source-templates')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Managing Source Templates</h4></a><p>Learn how to create and modify OTel remote management source templates.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/apache"><img src={useBaseUrl('img/integrations/web-servers/apache.png')} alt="Thumbnail icon" width="60"/><h4>Apache</h4></a><p>Learn how to configure our OTel Apache source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/apache')}><img src={useBaseUrl('img/integrations/web-servers/apache.png')} alt="Thumbnail icon" width="60"/><h4>Apache</h4></a><p>Learn how to configure our OTel Apache source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/docker"><img src={useBaseUrl('img/integrations/containers-orchestration/docker.png')} alt="Thumbnail icon" width="110"/><h4>Docker</h4></a><p>Learn how to configure our OTel Docker source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/docker')}><img src={useBaseUrl('img/integrations/containers-orchestration/docker.png')} alt="Thumbnail icon" width="110"/><h4>Docker</h4></a><p>Learn how to configure our OTel Docker source template.</p>
     </div>
   </div>
   <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/elasticsearch"><img src={useBaseUrl('/img/integrations/databases/elasticsearch.png')} alt="Thumbnail icon" width="30"/><h4>Elasticsearch</h4></a><p>Learn how to configure our OTel Elasticsearch source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/elasticsearch')}><img src={useBaseUrl('/img/integrations/databases/elasticsearch.png')} alt="Thumbnail icon" width="30"/><h4>Elasticsearch</h4></a><p>Learn how to configure our OTel Elasticsearch source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/kafka"><img src={useBaseUrl('img/integrations/containers-orchestration/kafka.png')} alt="icon" width="65"/><h4>Kafka</h4></a><p>Learn how to configure our OTel Kafka source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/kafka')}><img src={useBaseUrl('img/integrations/containers-orchestration/kafka.png')} alt="icon" width="65"/><h4>Kafka</h4></a><p>Learn how to configure our OTel Kafka source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/linux"><img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Thumbnail icon" width="30"/><h4>Linux</h4></a><p>Learn how to configure our OTel Linux source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/linux')}><img src={useBaseUrl('img/integrations/hosts-operating-systems/linux-transparent.png')} alt="Thumbnail icon" width="30"/><h4>Linux</h4></a><p>Learn how to configure our OTel Linux source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/localfile"><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Local File</h4></a><p>Learn how to configure our OTel Local File source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/localfile')}><img src={useBaseUrl('img/send-data/otel-color.svg')} alt="OTel thumbnail icon" width="25"/><h4>Local File</h4></a><p>Learn how to configure our OTel Local File source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/mac"><img src={useBaseUrl('img/integrations/hosts-operating-systems/mac-apple-icon.png')} alt="Thumbnail icon" width="30"/><h4>Mac</h4></a><p>Learn how to configure our OTel Mac source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/mac')}><img src={useBaseUrl('img/integrations/hosts-operating-systems/mac-apple-icon.png')} alt="Thumbnail icon" width="30"/><h4>Mac</h4></a><p>Learn how to configure our OTel Mac source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/mysql"><img src={useBaseUrl('/img/integrations/databases/mysql.png')} alt="Thumbnail icon" width="30"/><h4>MySQL</h4></a><p>Learn how to configure our OTel MySQL source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/mysql')}><img src={useBaseUrl('/img/integrations/databases/mysql.png')} alt="Thumbnail icon" width="30"/><h4>MySQL</h4></a><p>Learn how to configure our OTel MySQL source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/nginx"><img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="Thumbnail icon" width="90"/><h4>Nginx</h4></a><p>Learn how to configure our OTel Nginx source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/nginx')}><img src={useBaseUrl('img/integrations/web-servers/nginx.png')} alt="Thumbnail icon" width="90"/><h4>Nginx</h4></a><p>Learn how to configure our OTel Nginx source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/postgresql"><img src={useBaseUrl('/img/integrations/databases/postgresql.png')} alt="Thumbnail icon" width="30"/><h4>PostgreSQL</h4></a><p>Learn how to configure our OTel PostgreSQL source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/postgresql')}><img src={useBaseUrl('/img/integrations/databases/postgresql.png')} alt="Thumbnail icon" width="30"/><h4>PostgreSQL</h4></a><p>Learn how to configure our OTel PostgreSQL source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/rabbitmq"><img src={useBaseUrl('/img/integrations/containers-orchestration/rabbitmq.png')} alt="Thumbnail icon" width="30"/><h4>RabbitMQ</h4></a><p>Learn how to configure our OTel RabbitMQ source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/rabbitmq')}><img src={useBaseUrl('/img/integrations/containers-orchestration/rabbitmq.png')} alt="Thumbnail icon" width="30"/><h4>RabbitMQ</h4></a><p>Learn how to configure our OTel RabbitMQ source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/redis"><img src={useBaseUrl('/img/integrations/databases/redis.png')} alt="Thumbnail icon" width="30"/><h4>Redis</h4></a><p>Learn how to configure our OTel Redis source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/redis')}><img src={useBaseUrl('/img/integrations/databases/redis.png')} alt="Thumbnail icon" width="30"/><h4>Redis</h4></a><p>Learn how to configure our OTel Redis source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/syslog"><img src={useBaseUrl('img/icons/operations/server.png')} alt="OTel thumbnail icon" width="30"/><h4>Syslog</h4></a><p>Learn how to configure our OTel Syslog source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/syslog')}><img src={useBaseUrl('img/icons/operations/server.png')} alt="OTel thumbnail icon" width="30"/><h4>Syslog</h4></a><p>Learn how to configure our OTel Syslog source template.</p>
     </div>
   </div>
     <div className="box smallbox card">
     <div className="container">
-      <a href="/docs/send-data/opentelemetry-collector/remote-management/source-templates/windows"><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Thumbnail icon" width="30"/><h4>Windows</h4></a><p>Learn how to configure our OTel Windows source template.</p>
+      <a href={useBaseUrl('docs/send-data/opentelemetry-collector/remote-management/source-templates/windows')}><img src={useBaseUrl('img/integrations/microsoft-azure/windows.png')} alt="Thumbnail icon" width="30"/><h4>Windows</h4></a><p>Learn how to configure our OTel Windows source template.</p>
     </div>
   </div>
 
diff --git a/docs/send-data/reference-information/index.md b/docs/send-data/reference-information/index.md
index 23d6b14f5f..db170a4d87 100644
--- a/docs/send-data/reference-information/index.md
+++ b/docs/send-data/reference-information/index.md
@@ -13,31 +13,31 @@ In this section, we'll introduce the following concepts:
 <div className="box-wrapper" >
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/reference-information/time-reference"><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Timestamps, Time Zones, Time Ranges, and Date Formats</h4></a>
+  <a href={useBaseUrl('docs/send-data/reference-information/time-reference')}><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Timestamps, Time Zones, Time Ranges, and Date Formats</h4></a>
   <p>Manage timestamps, time zones, time and date ranges, and more.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/reference-information/use-wildcards-paths"><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Using Wildcards in Paths</h4></a>
+  <a href={useBaseUrl('docs/send-data/reference-information/use-wildcards-paths')}><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Using Wildcards in Paths</h4></a>
   <p>Use wildcards in the Source path to collect all files of a certain type.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/reference-information/collect-multiline-logs"><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Collecting Multiline Logs</h4></a>
+  <a href={useBaseUrl('docs/send-data/reference-information/collect-multiline-logs')}><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Collecting Multiline Logs</h4></a>
   <p>Detect log boundaries automatically or with a regular expression.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/reference-information/metadata-naming-conventions"><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Metadata Naming Conventions</h4></a>
+  <a href={useBaseUrl('docs/send-data/reference-information/metadata-naming-conventions')}><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Metadata Naming Conventions</h4></a>
   <p>Establish naming conventions for your deployment's sources, collectors, and metadata.</p>
   </div>
 </div>
 <div className="box smallbox card">
   <div className="container">
-  <a href="/docs/send-data/reference-information/source-log-encoding"><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Source Log Encoding</h4></a>
+  <a href={useBaseUrl('docs/send-data/reference-information/source-log-encoding')}><img src={useBaseUrl('img/icons/data-collection.png')} alt="icon" width="40"/><h4>Source Log Encoding</h4></a>
   <p>The log encoding supported by Sumo Logic depends on the Source that you use.</p>
   </div>
 </div>
diff --git a/docusaurus.config.js b/docusaurus.config.js
index 0752a077bb..48553ba38d 100644
--- a/docusaurus.config.js
+++ b/docusaurus.config.js
@@ -247,12 +247,16 @@ module.exports = {
       {
         name: 'msvalidate.01', content: 'BA6FBE48309F6E1CFFD055E769857586'
       },
+      {
+        name: 'robots',
+        content: 'noindex, nofollow',
+      },
     ],
     announcementBar: {
-      id: 'blackhat',
-      content: 'Visit Sumo Logic at Black Hat USA in Las Vegas: August 6-7, 2025 | Mandalay Bay | Booth #5812 | <a target="_blank" rel="noopener noreferrer" href="https://www.sumologic.com/events/black-hat-book-meeting">Click here</a> to book a meeting with us!',
+      id: 'berry',
+      content: '<b>Heads-up</b>: You’re on our Berry AI demo site. While Berry is up to date, the docs here may be outdated or incomplete.',
       backgroundColor: '#b0eefe',
-      textColor: '#091E42',
+      textColor: '#000',
     },
     imageZoom: {
       selector: '.markdown :not(a) > img',
diff --git a/src/components/Berry/index.tsx b/src/components/Berry/index.tsx
new file mode 100644
index 0000000000..a09104d5f5
--- /dev/null
+++ b/src/components/Berry/index.tsx
@@ -0,0 +1,108 @@
+import React, { useEffect } from "react";
+
+export type BerryMode = "inline" | "popup";
+export interface BerryProps {
+    mode: BerryMode;
+};
+
+declare global {
+  interface Window {
+    Berry: any;
+  }
+}
+
+export default function Berry({ mode }: BerryProps) {
+     useEffect(() => {
+        function onColorModeChange(newColorMode) {
+          if (!window.Berry) {
+            return;
+          }
+
+          window.Berry.update({
+            colorMode: newColorMode,
+          })
+        }
+
+        const observer = new MutationObserver((mutations) => {
+          mutations.forEach((mutation) => {
+            if (mutation.attributeName === 'data-theme') {
+              const newColorMode = getCurrentColorMode();
+              onColorModeChange(newColorMode);
+            }
+          });
+        });
+
+        observer.observe(document.documentElement, { attributes: true });
+      }, []);
+
+    useEffect(() => {
+        loadBerry(mode);
+    }, [mode]);
+    return null;
+}
+
+function loadBerry(mode: BerryMode) {
+    if (!document.getElementById('berry-widget-script')) {
+        const script = document.createElement('script');
+        script.id = 'berry-widget-script';
+        script.src = 'https://www.berryapp.io/js/berry-widget.min.js';
+        script.async = true;
+        document.head.appendChild(script);
+
+        script.onload = () => {
+          initBerry(mode);
+        }
+
+        script.onerror = () => console.error('Failed to load Berry widget script');
+      } else {
+        initBerry(mode);
+      }
+    }
+
+function initBerry(mode: BerryMode) {
+    if (!window.Berry) {
+      console.error("Berry not defined");
+      return;
+    }
+
+    const colorMode = getCurrentColorMode();
+    const config = {
+        ...(mode === 'inline' ? inlineConfig : popupConfig),
+        colorMode: colorMode,
+    };
+
+    window.Berry.init(config);
+  };
+
+  function getCurrentColorMode(): 'light' | 'dark' {
+    const theme = document.documentElement.getAttribute('data-theme');
+    if (theme === 'light' || theme === 'dark') {
+      return theme;
+    } else {
+      return 'light';
+    }
+  }
+
+
+  const commonConfig = {
+    token: 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpYXQiOjE3MjU5NDg5MTcsImV4cCI6MTc3MzE0NDAwMCwiYXVkIjoiV2lkZ2V0SW5pdGlhbGl6YXRpb24iLCJvcmdhbml6YXRpb25JZCI6NjN9.vuE19Wp0nWR0y1l6agTlUjHYqP778J_atl4aUuLW9jM',
+    primaryColor: '#021b9a',
+    botUrlPath: 'nova',
+    showNewChat: true,
+    resumeChat: true,
+  }
+
+  const inlineConfig = {
+    ...commonConfig,
+    isOpenByDefault: true,
+    parentElementId: 'inline-berry-chatbot-container',
+    hideToggle: true,
+    height: 700,
+    showResize: false,
+  }
+
+  const popupConfig = {
+    ...commonConfig,
+    position: { side: 'right', offsetX: 25, offsetY: 100 },
+    isOpenByDefault: false,
+  }
diff --git a/src/css/sumo.scss b/src/css/sumo.scss
index 3551e89a56..036853ac74 100644
--- a/src/css/sumo.scss
+++ b/src/css/sumo.scss
@@ -227,6 +227,11 @@ html[data-theme='light'] {
   min-width: 100px;
 }
 
+/* Berry CSS override to force global styles back to normal */
+body, .MuiTypography-root, button, input, select, textarea {
+  font-family: 'Lab Grotesque', sans-serif !important;
+}
+
 //GitHub icon
 .header-github-link:hover {
   opacity: 0.6;
diff --git a/src/pages/index.tsx b/src/pages/index.tsx
index 4c281b8a1e..c135ff9a68 100644
--- a/src/pages/index.tsx
+++ b/src/pages/index.tsx
@@ -1,4 +1,4 @@
-import React, { useState } from 'react';
+import React, { useState, useEffect } from 'react';
 import Layout from '@theme/Layout';
 import Link from '@docusaurus/Link';
 import { Box, Button, Container, Grid, Stack, Tab, Tabs, Typography } from '@mui/material';
@@ -9,44 +9,95 @@ import SumoLogicDocsLogo from '../../static/img/reuse/sumo-logic-docs.svg';
 import { Feature } from '../components/Feature';
 import { features } from '../helper/features';
 import ErrorBoundary from '../components/ErrorBoundary';
+import Berry from '../components/Berry';
 
 export const Home = () => {
   const [tab, setTab] = useState('0');
 
+  const questions = [
+    '✨ timestamps',
+    '✨ how do you write a log search query?',
+    '✨ how do I set up alerts?',
+    '✨ what types of logs can I analyze?',
+    '✨ what is copilot?',
+    '✨ cloud siem',
+    '✨ how do I change my password?',
+    '✨ what is the parse operator?'
+  ];
+
+  const handleQuestionClick = (question) => {
+    if (window.Berry) {
+      if (window.Berry.sendMessage) {
+        window.Berry.sendMessage(question);
+      }
+    }
+  };
+
   return (
     <ErrorBoundary>
       <Layout
         description='Sumo Logic docs - real-time alerting, security, dashboards, and machine-learning-powered analytics for all three types of telemetry — logs, metrics, and traces.'
         title='Home'
       >
-        {/* Header */}
-        <Typography
-          bgcolor='#0045BE'
-          color='#e3e3e3'
-          fontFamily='Lab Grotesque'
-          fontSize={28}
-          fontWeight={700}
-          pt={3}
-          px={2}
-          pb={1}
-          sx={{
-            backgroundImage: 'linear-gradient(to right, rgb(0,0,153), rgb(0,70,190) 30%)',
-          }}
-          textAlign='center'
-        >
-          <Box
-            component={SumoLogicDocsLogo}
-            alt="Sumo Logic Docs logo"
-            role="<img>"
-            aria-hidden="true"
-            height={{
-              md: 36,
-              xs: 28,
-            }}
-            width='100%'
-          />
-        </Typography>
 
+        <Berry mode='inline' />
+
+        {/* Suggested Questions */}
+        <Box sx={{ width: '100%', background: '#2a2a2a', color: '#fff', py: 4 }}>
+
+          <Container maxWidth="md" sx={{ textAlign: 'center' }}>
+          <Typography variant="h4" fontWeight={600} mt={1} mb={3}>
+            Sumo Logic Documentation
+          </Typography>
+            <Typography variant="h5" fontFamily="Lab Grotesque" fontWeight={300} mb={2} sx={{ background: 'linear-gradient(90deg, #9900ED, #C04CF4, #00C8E0)', WebkitBackgroundClip: 'text', WebkitTextFillColor: 'transparent' }}>
+              Our Docs Assistant is here to help!
+            </Typography>
+            <Typography fontFamily="Lab Grotesque" fontSize={13} fontWeight={300} mb={2}>
+              Ask me anything! You can type full questions, sentences, or just keywords, and I'll help you find the information you need. Try these to get started:
+            </Typography>
+            <Stack
+            direction="row"
+            spacing={1} // Reduced horizontal spacing between buttons
+            justifyContent="center"
+            flexWrap="wrap"
+            rowGap={1} // Reduced vertical spacing between rows
+            >
+
+    {questions.map((question, index) => (
+      <Button
+        key={index}
+        onClick={() => handleQuestionClick(question)}
+        variant="outlined"
+        sx={{
+          bgcolor: 'transparent',
+          color: '#DDDDDD',
+          fontFamily: 'Lab Grotesque',
+          borderColor: '#808080',
+          borderRadius: '5px',
+          textTransform: 'lowercase',
+          fontSize: '12px',
+          fontWeight: '300',
+          padding: '4px 6px',
+          minWidth: 'auto',
+          '&:hover': {
+            bgcolor: '#2a2a2a',
+            color: '#DDDDDD',
+          },
+        }}
+      >
+        {question}
+      </Button>
+    ))}
+  </Stack>
+          </Container>
+
+          <Container maxWidth="lg">
+            {/* Inline Chatbot Container */}
+            <Box id="inline-berry-chatbot-container" sx={{ my: 4, py: 2, margin: '0 auto', textAlign: 'center' }}>
+            {/* The chatbot will render here */}
+            </Box>
+          </Container>
+        </Box>
         {/* Hero */}
         <Stack
           sx={{
diff --git a/src/theme/Root.tsx b/src/theme/Root.tsx
new file mode 100644
index 0000000000..721a911b1c
--- /dev/null
+++ b/src/theme/Root.tsx
@@ -0,0 +1,17 @@
+import React from 'react';
+import Berry from '../components/Berry';
+import { useLocation } from '@docusaurus/router';
+import { useHomePageRoute } from '@docusaurus/theme-common/internal';
+
+export default function Root({ children }: { children: React.ReactNode }) {
+    const location = useLocation();
+    const homePageRoute = useHomePageRoute();
+    const isHomePage = homePageRoute?.path === location.pathname;
+
+    return (
+    <>
+        {children}
+        {!isHomePage && <Berry mode='popup' />}
+    </>
+    );
+}