diff --git a/docs/sphinx/source/_static/sample_1.png b/docs/sphinx/source/_static/sample_1.png
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diff --git a/docs/sphinx/source/_static/sample_2.png b/docs/sphinx/source/_static/sample_2.png
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diff --git a/docs/sphinx/source/examples/visual_pdf_rag_with_vespa_colpali_cloud.ipynb b/docs/sphinx/source/examples/visual_pdf_rag_with_vespa_colpali_cloud.ipynb
index 70556fb9..34c450d7 100644
--- a/docs/sphinx/source/examples/visual_pdf_rag_with_vespa_colpali_cloud.ipynb
+++ b/docs/sphinx/source/examples/visual_pdf_rag_with_vespa_colpali_cloud.ipynb
@@ -456,8 +456,8 @@
     "These reports are the ones we are going to use for this showcase.\n",
     "Here are some sample images:\n",
     "\n",
-    "![Sample1](./static/assets/page_95.png)\n",
-    "![Sample2](./static/assets/page_74.png)\n"
+    "![Sample1](../_static/sample_1.png)\n",
+    "![Sample2](../_static/sample_2.png)\n"
    ]
   },
   {