diff --git a/gui/tests/artifacts.js b/gui/tests/artifacts.js
index 5ec6ea6e0c1e5d06adaf69bb449ab0b7b58e8bcb..b2f364722cd989afcd6d648744f41ae1fa9a584e 100644
--- a/gui/tests/artifacts.js
+++ b/gui/tests/artifacts.js
@@ -102701,6 +102701,47 @@ window.nomadArtifacts = {
           ]
         }
       },
+      {
+        "authors": [
+          "Sbail\u00f2, Luigi",
+          "Scheffler, Matthias",
+          "Ghiringhelli, Luca M."
+        ],
+        "email": "ghiringhelli@fhi-berlin.mpg.de",
+        "title": "Querying the NOMAD Archive and performing artificial-intelligence modeling",
+        "description": "In this tutorial, we demonstrate how to query the NOMAD Archive from the NOMAD Analytics toolkit. We then show examples of machine learning analysis performed on the retrieved data set.",
+        "notebook_name": "query_nomad_archive.ipynb",
+        "url": "https://gitlab.mpcdf.mpg.de/nomad-lab/analytics-query-nomad-archive",
+        "link": "https://analytics-toolkit.nomad-coe.eu/hub/user-redirect/notebooks/tutorials/query_nomad_archive.ipynb",
+        "link_public": "https://analytics-toolkit.nomad-coe.eu/public/user-redirect/notebooks/tutorials/query_nomad_archive.ipynb",
+        "updated": "2022-04-06",
+        "flags": {
+          "featured": true,
+          "top_of_list": false
+        },
+        "labels": {
+          "application_section": [
+            "Analysing the content of the Archive"
+          ],
+          "application_system": [
+            "Ternaries"
+          ],
+          "category": [
+            "query_tutorial"
+          ],
+          "ai_methods": [
+            "Unsupervised learning",
+            "Supervised learning",
+            "Regression",
+            "Clustering",
+            "Dimension reduction",
+            "Random forest"
+          ],
+          "platform": [
+            "jupyter"
+          ]
+        }
+      },
       {
         "authors": [
           "Langer, Marcel F."