diff --git a/doc/catalog.json b/doc/catalog.json
index 2c385a27be92a0f7b5a7167c2cc75e7457e62fd5..680d4a6874e4270faa01c02e59e4eded9a47f355 100644
--- a/doc/catalog.json
+++ b/doc/catalog.json
@@ -1,9 +1,38 @@
 {
-    "bob.extension": {
-      "versions": {
-        "latest": "https://www.idiap.ch/software/bob/docs/bob/bob.extension/master"
-      },
-      "sources": {}
-    }
-
+  "bob.bio.face": {
+    "versions": {
+      "latest": "https://www.idiap.ch/software/bob/docs/bob/bob.bio.face/master/sphinx"
+    },
+    "sources": {}
+  },
+  "bob.pipelines": {
+    "versions": {
+      "latest": "https://www.idiap.ch/software/bob/docs/bob/bob.pipelines/master/sphinx"
+    },
+    "sources": {}
+  },
+  "bob.extension": {
+    "versions": {
+      "latest": "https://www.idiap.ch/software/bob/docs/bob/bob.extension/master"
+    },
+    "sources": {}
+  },
+  "bob.bio.spear": {
+    "versions": {
+      "latest": "https://www.idiap.ch/software/bob/docs/bob/bob.bio.spear/master"
+    },
+    "sources": {}
+  },
+  "bob.bio.video": {
+    "versions": {
+      "latest": "https://www.idiap.ch/software/bob/docs/bob/bob.bio.video/master"
+    },
+    "sources": {}
+  },
+  "bob.bio.vein": {
+    "versions": {
+      "latest": "https://www.idiap.ch/software/bob/docs/bob/bob.bio.vein/master"
+    },
+    "sources": {}
+  }
 }
diff --git a/doc/conf.py b/doc/conf.py
index 4e830a18d99cc39dcbd71efd49fd45d6f8d6bec5..5ad2b9d4c251910e34bc8f82fd3a35224b143237 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -236,11 +236,12 @@ auto_intersphinx_packages = [
     ("python", "3"),
     "numpy",
     "scikit-learn",
+    "bob.bio.face",
     "bob.extension",
+    "bob.bio.video",
     "bob.bio.spear",
     "bob.bio.vein",
     "bob.pipelines",
-    "bob.bio.face",
     "dask",
 ]
 auto_intersphinx_catalog = "catalog.json"