diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/getting-started.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/getting-started.adoc
index 887e004c6..475b1559e 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/getting-started.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/getting-started.adoc
@@ -70,30 +70,32 @@ repositories {
   }  
 }
 ----
+======
 
 **NOTE:** When using Maven with Spring AI snapshots, pay attention to your Maven mirror configuration. If you have configured a mirror in your `settings.xml` like this:
 
-```xml
+[source,xml]
+----
 <mirror>
     <id>my-mirror</id>
     <mirrorOf>*</mirrorOf>
     <url>https://my-company-repository.com/maven</url>
 </mirror>
-```
+----
 
 The wildcard `*` will redirect all repository requests to your mirror, preventing access to Spring snapshot repositories. To fix this, modify the `mirrorOf` configuration to exclude Spring repositories:
 
-```xml
+[source,xml]
+----
 <mirror>
     <id>my-mirror</id>
     <mirrorOf>*,!spring-snapshots,!central-portal-snapshots</mirrorOf>
     <url>https://my-company-repository.com/maven</url>
 </mirror>
-```
+----
 
 This configuration allows Maven to access Spring snapshot repositories directly while still using your mirror for other dependencies.
 
-======
 
 [[dependency-management]]
 == Dependency Management
@@ -133,9 +135,8 @@ dependencies {
   implementation 'org.springframework.ai:spring-ai-openai'
 }
 ----
-
++
 Gradle users can also use the Spring AI BOM by leveraging Gradle (5.0+) native support for declaring dependency constraints using a Maven BOM. This is implemented by adding a 'platform' dependency handler method to the dependencies section of your Gradle build script.
-
 ======
 
 [[add-dependencies]]