diff --git a/.readthedocs.yml b/.readthedocs.yml
index 012a6e6e0ae..db514e281e5 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -6,6 +6,17 @@ build:
     - graphviz
   tools:
     python: "3.11"
+  jobs:
+    create_environment:
+      - asdf plugin add uv
+      - asdf install uv latest
+      - asdf global uv latest
+      - uv venv
+    install:
+      - uv pip install -r requirements.txt
+    build:
+      html:
+        - uv run sphinx-build -T -b html docs $READTHEDOCS_OUTPUT/html
 
 sphinx:
   configuration: lib/spack/docs/conf.py