diff --git a/qdrant-landing/content/articles/fastembed.md b/qdrant-landing/content/articles/fastembed.md
index ccb67648c..33474f5ac 100644
--- a/qdrant-landing/content/articles/fastembed.md
+++ b/qdrant-landing/content/articles/fastembed.md
@@ -3,7 +3,7 @@ title: "FastEmbed: Fast and Lightweight Embedding Generation for Text"
 short_description: "FastEmbed: Quantized Embedding models for fast CPU Generation"
 description: "FastEmbed is a Python library engineered for speed, efficiency, and accuracy"
 social_preview_image: /articles_data/fastembed/preview/social_preview.jpg
-small_preview_image: /articles_data/fastembed/preview/lightning-icon.svg
+small_preview_image: /articles_data/fastembed/preview/lightning.svg
 preview_dir: /articles_data/fastembed/preview
 weight: -40
 author: Nirant Kasliwal
diff --git a/qdrant-landing/static/articles_data/fastembed/preview/lightning-icon.svg b/qdrant-landing/static/articles_data/fastembed/preview/lightning-icon.svg
deleted file mode 100644
index c3aa5ecd0..000000000
--- a/qdrant-landing/static/articles_data/fastembed/preview/lightning-icon.svg
+++ /dev/null
@@ -1,20 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<!-- Creator: CorelDRAW -->
-<svg xmlns="http://www.w3.org/2000/svg" xml:space="preserve" width="2048px" height="2048px" style="shape-rendering:geometricPrecision; text-rendering:geometricPrecision; image-rendering:optimizeQuality; fill-rule:evenodd; clip-rule:evenodd"
-viewBox="0 0 2048 2048"
- xmlns:xlink="http://www.w3.org/1999/xlink">
- <defs>
-  <style type="text/css">
-   <![CDATA[
-    .fil0 {fill:#FF5722}
-    .fil1 {fill:white;fill-rule:nonzero}
-   ]]>
-  </style>
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- <g id="Layer_x0020_1">
-  <metadata id="CorelCorpID_0Corel-Layer"/>
-  <rect class="fil0" width="2048" height="2048" rx="256.001" ry="256.001"/>
-  <polygon class="fil1" points="1576.38,255.998 1092.7,799.294 1439.96,895.99 1098.31,1203.88 1247.96,1215.99 456.383,1792 796.555,1290.53 575.961,1247.99 863.423,960.464 496.362,904.273 1024.34,255.998 "/>
- </g>
-</svg>
diff --git a/qdrant-landing/static/articles_data/fastembed/preview/lightning.svg b/qdrant-landing/static/articles_data/fastembed/preview/lightning.svg
new file mode 100644
index 000000000..7a88717d3
--- /dev/null
+++ b/qdrant-landing/static/articles_data/fastembed/preview/lightning.svg
@@ -0,0 +1,7 @@
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+
<!-- Uploaded to: SVG Repo, www.svgrepo.com, Transformed by: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" stroke="#ffffff">
+
<g id="SVGRepo_bgCarrier" stroke-width="0"/>
+
<g id="SVGRepo_tracerCarrier" stroke-linecap="round" stroke-linejoin="round"/>
+
<g id="SVGRepo_iconCarrier"> <path fill-rule="evenodd" clip-rule="evenodd" d="M12.261 1.03462C12.6971 1.15253 13 1.54819 13 1.99997V8.99997H19C19.3581 8.99997 19.6888 9.19141 19.8671 9.50191C20.0455 9.8124 20.0442 10.1945 19.8638 10.5038L12.8638 22.5038C12.6361 22.8941 12.1751 23.0832 11.739 22.9653C11.3029 22.8474 11 22.4517 11 22V15H5C4.64193 15 4.3112 14.8085 4.13286 14.498C3.95452 14.1875 3.9558 13.8054 4.13622 13.4961L11.1362 1.4961C11.3639 1.10586 11.8249 0.916719 12.261 1.03462ZM6.74104 13H12C12.5523 13 13 13.4477 13 14V18.301L17.259 11H12C11.4477 11 11 10.5523 11 9.99997V5.69889L6.74104 13Z" fill="#000000"/> </g>
+
</svg>
\ No newline at end of file