diff --git a/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/icon.svg b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/icon.svg
new file mode 100644
index 000000000..f92f2eff6
--- /dev/null
+++ b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/icon.svg
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 0 512 512" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <title>quality-report</title>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="black" fill-rule="evenodd">
+        <g id="add" fill="#ffffff" transform="translate(32.000000, 64.000000)">
+            <path d="M352,21.3333333 L437.333333,106.666667 L437.333333,362.666667 L10.6666667,362.666667 L10.6666667,118.113333 L53.3326667,167.890333 L53.3333333,320 L394.666667,320 L394.666667,117.333333 L341.333333,64 L294.347667,63.9993333 L260.007667,21.3333333 L352,21.3333333 Z M352,256 L352,288 L96,288 L96,256 L352,256 Z M224,1.42108547e-14 L277.333333,74.6666667 L138.666667,234.666667 L7.10542736e-15,74.6666667 L53.3333333,1.42108547e-14 L224,1.42108547e-14 Z M203.335667,191.999333 L352,192 L352,224 L202.666667,224 L202.666667,192.780333 L203.335667,191.999333 Z M161.673,85.333 L115.64,85.333 L138.666667,176.810667 L161.673,85.333 Z M82.614,85.333 L49.86,85.333 L108.23,165.383 L82.614,85.333 Z M227.453,85.333 L194.719,85.333 L169.108,165.366 L227.453,85.333 Z M258.192667,127.999333 L352,128 L352,160 L230.764667,159.999333 L258.192667,127.999333 Z M105.214,32 L69.7813333,32 L46.928,64 L83.881,64 L105.214,32 Z M144.52,32 L132.775,32 L119.166,64 L158.14,64 L144.52,32 Z M207.530667,32 L172.118,32 L193.452,64 L230.383,64 L207.530667,32 Z" id="Combined-Shape">
+
+</path>
+        </g>
+    </g>
+</svg>
\ No newline at end of file
diff --git a/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/preview.jpg b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/preview.jpg
new file mode 100644
index 000000000..f9ba601ea
Binary files /dev/null and b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/preview.jpg differ
diff --git a/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/preview.webp b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/preview.webp
new file mode 100644
index 000000000..540d54ddb
Binary files /dev/null and b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/preview.webp differ
diff --git a/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/social_preview.jpg b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/social_preview.jpg
new file mode 100644
index 000000000..b5f0f7f57
Binary files /dev/null and b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/social_preview.jpg differ
diff --git a/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/title.jpg b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/title.jpg
new file mode 100644
index 000000000..6f6d2c101
Binary files /dev/null and b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/title.jpg differ
diff --git a/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/title.webp b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/title.webp
new file mode 100644
index 000000000..4f16ddb2b
Binary files /dev/null and b/qdrant-landing/static/articles_data/rapid-rag-optimization-with-qdrant-and-quotient/preview/title.webp differ