diff --git a/.readthedocs.yml b/.readthedocs.yml
index b925ccb1..c3c1c0d7 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,21 +1,24 @@
-# .readthedocs.yml
-# Read the Docs configuration file
-# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
-
-# Required
 version: 2
 
-# Build documentation in the docs/ directory with Sphinx
 sphinx:
-  configuration: docs/sphinx/source/conf.py
+   configuration: docs/sphinx/source/conf.py
+
+build:
+   os: ubuntu-24.04
+   tools:
+      python: "3.13"
+   jobs:
+      pre_create_environment:
+         - asdf plugin add uv
+         - asdf install uv latest
+         - asdf global uv latest
+      create_environment:
+         - uv venv "${READTHEDOCS_VIRTUALENV_PATH}"
+      install:
+         - UV_PROJECT_ENVIRONMENT="${READTHEDOCS_VIRTUALENV_PATH}" uv sync --group docs
 
-# Just generate htmlzip version, as pdf failing due to inclusion of svg files (in badges)
 formats:
   - htmlzip
 
-python:
-  install:
-     - requirements: docs/sphinx/requirements.txt
-
 submodules:
   exclude: all
diff --git a/docs/sphinx/requirements.txt b/docs/sphinx/requirements.txt
deleted file mode 100644
index 759ed661..00000000
--- a/docs/sphinx/requirements.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-# Install all the dependencies
---group=docs