diff --git a/.github/workflows/vale-tdbx.yml b/.github/workflows/vale-tdbx.yml
index f7df49600..a7b24de9d 100644
--- a/.github/workflows/vale-tdbx.yml
+++ b/.github/workflows/vale-tdbx.yml
@@ -15,6 +15,9 @@ jobs:
       - name: checkout
         uses: actions/checkout@master
 
+      - name: Install docutils
+        run: sudo apt-get install -y docutils
+
       - id: files
         uses: masesgroup/retrieve-changed-files@v2
         with:
diff --git a/config/redirects b/config/redirects
index 17bbcfa51..9d8a19f0c 100644
--- a/config/redirects
+++ b/config/redirects
@@ -16,3 +16,6 @@ raw: docs/compass/ -> ${base}/current/
 
 # DOCSP-44185 - Cmd line options redirect
 [*]: docs/compass/${version}/command-line-options/ -> ${base}/current/settings/command-line-options/
+
+# Repetitive file paths
+[*]: docs/compass/${version}/query-with-natural-language/query-with-natural-language/ -> ${base}/${version}/query-with-natural-language/
diff --git a/snooty.toml b/snooty.toml
index c561d6bac..499f6c9fb 100644
--- a/snooty.toml
+++ b/snooty.toml
@@ -21,7 +21,7 @@ toc_landing_pages = [
     "/instance", 
     "/config-file",
     "/query/filter",
-    "/query-with-natural-language/query-with-natural-language",
+    "/query-with-natural-language",
     "/query/queries",
     "/documents", 
     "/schema", 
diff --git a/source/manage-data.txt b/source/manage-data.txt
index f281111fa..0576f69bd 100644
--- a/source/manage-data.txt
+++ b/source/manage-data.txt
@@ -53,7 +53,7 @@ Interact with Your Data
    Manage Views </views>
    Manage Documents </documents>
    Query </query/filter>
-   Query with Natural Language </query-with-natural-language/query-with-natural-language>
+   Query with Natural Language </query-with-natural-language>
    Manage Indexes </indexes>
    Analyze Data Schema </schema>
    View Performance </performance>
diff --git a/source/query-with-natural-language/query-with-natural-language.txt b/source/query-with-natural-language.txt
similarity index 100%
rename from source/query-with-natural-language/query-with-natural-language.txt
rename to source/query-with-natural-language.txt