diff --git a/qdrant-landing/content/retrieval-augmented-generation/retrieval-augmented-generation-hero.md b/qdrant-landing/content/retrieval-augmented-generation/retrieval-augmented-generation-hero.md
index 177bd2119..e131c7c1b 100644
--- a/qdrant-landing/content/retrieval-augmented-generation/retrieval-augmented-generation-hero.md
+++ b/qdrant-landing/content/retrieval-augmented-generation/retrieval-augmented-generation-hero.md
@@ -5,10 +5,11 @@ startFree:
   text: Get Started
   url: https://cloud.qdrant.io/signup
 learnMore:
-  text: Contact Us
+  text: Learn More
   url: /contact-us/
 image:
-  src: /img/vectors/vector-2.svg
+  src: /img/home/horizontal-slider/rag.png
+  webp: /img/home/horizontal-slider/rag.png
   alt: Retrieval Augmented Generation
 sitemapExclude: true
 ---
diff --git a/qdrant-landing/themes/qdrant-2024/assets/css/partials/_retrieval-augmented-generation-evaluation.scss b/qdrant-landing/themes/qdrant-2024/assets/css/partials/_retrieval-augmented-generation-evaluation.scss
index ae39ad2fd..0190d1f79 100644
--- a/qdrant-landing/themes/qdrant-2024/assets/css/partials/_retrieval-augmented-generation-evaluation.scss
+++ b/qdrant-landing/themes/qdrant-2024/assets/css/partials/_retrieval-augmented-generation-evaluation.scss
@@ -27,7 +27,7 @@
   }
 
   &__partners {
-    margin-top: $spacer * 5;
+    padding-top: $spacer * 5;
 
     &-title {
       margin-bottom: $spacer * 1.5;
@@ -73,7 +73,7 @@
     }
 
     &__partners {
-      margin-top: $spacer * 7.5;
+      padding-top: $spacer * 7.5;
 
       &-title {
         max-width: pxToRem(445);