diff --git a/.code-samples.meilisearch.yaml b/.code-samples.meilisearch.yaml
index 136cdd6a..c016d78c 100644
--- a/.code-samples.meilisearch.yaml
+++ b/.code-samples.meilisearch.yaml
@@ -452,25 +452,23 @@ typo_tolerance_guide_4: |-
           };
   typoTolerance.setMinWordSizeForTypos(minWordSizeTypos);
   client.index("movies").updateTypoToleranceSettings(typoTolerance);
-getting_started_add_documents_md: |-
-  **Maven**
-  Add the following code to the `<dependencies>` section of your project:
-  ```xml
-  <dependency>
-    <groupId>com.meilisearch.sdk</groupId>
-    <artifactId>meilisearch-java</artifactId>
-    <version>0.14.4</version>
-    <type>pom</type>
-  </dependency>
-  ```
-
-  **Gradle**
-  Add the following line to the `dependencies` section of your `build.gradle`:
-  ```groovy
-  implementation 'com.meilisearch.sdk:meilisearch-java:0.14.4'
-  ```
-
-  ```java
+getting_started_add_documents: |-
+  // For Maven:
+  // Add the following code to the `<dependencies>` section of your project:
+  //
+  // <dependency>
+  //   <groupId>com.meilisearch.sdk</groupId>
+  //   <artifactId>meilisearch-java</artifactId>
+  //   <version>0.14.3</version>
+  //   <type>pom</type>
+  // </dependency>
+
+  // For Gradle
+  // Add the following line to the `dependencies` section of your `build.gradle`:
+  //
+  // implementation 'com.meilisearch.sdk:meilisearch-java:0.14.3'
+
+  // In your .java file:
   import com.meilisearch.sdk;
   import java.nio.file.Files;
   import java.nio.file.Path;
@@ -480,17 +478,10 @@ getting_started_add_documents_md: |-
   Client client = new Client(new Config("http://localhost:7700", "aSampleMasterKey"));
   Index index = client.index("movies");
   index.addDocuments(moviesJson);
-  ```
-
-  [About this SDK](https://github.com/meilisearch/meilisearch-java)
 getting_started_check_task_status: |-
   client.getTask(0);
-getting_started_search_md: |-
-  ```java
+getting_started_search: |-
   client.index("movies").search("botman");
-  ```
-
-  [About this SDK](https://github.com/meilisearch/meilisearch-java)
 getting_started_add_meteorites: |-
   import com.meilisearch.sdk;
   import org.json.JSONArray;