diff --git a/.github/workflows/docs-localization-download.yml b/.github/workflows/docs-localization-download.yml
index cfe110c858..a8270e5226 100644
--- a/.github/workflows/docs-localization-download.yml
+++ b/.github/workflows/docs-localization-download.yml
@@ -16,25 +16,26 @@ jobs:
     steps:
       - name: "Checkout Repository"
         uses: actions/checkout@v4
-        with:
-          fetch-tags: true
-      - name: "Install Python"
+      - name: "Setup Python"
         uses: actions/setup-python@v5
         with:
           python-version: "3.13"
-          cache: "pip"
-          cache-dependency-path: "requirements/_locale.txt"
-      - name: "Install Dependencies"
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          pip install -r requirements/_locale.txt
-          pip install .[speed,voice,docs]
+      - name: "Install uv"
+        uses: astral-sh/setup-uv@v6
+        with:
+          enable-cache: true
+      - name: Sync dependencies
+        run: uv sync --no-python-downloads --group dev --group docs --extra speed --extra voice
       - name: "Get locales"
+        env:
+          SPHINXBUILD: ${{ github.workspace }}/.venv/bin/sphinx-build
         run: |
           make html
           sphinx-build -b gettext . ./build/locales
         working-directory: ./docs
       - name: "Build locales"
+        env:
+          SPHINXBUILD: ${{ github.workspace }}/.venv/bin/sphinx-build
         run:
           sphinx-intl update -p ./build/locales ${{ vars.SPHINX_LANGUAGES }}
         working-directory: ./docs
diff --git a/.github/workflows/docs-localization-upload.yml b/.github/workflows/docs-localization-upload.yml
index a0a2213c48..0e5eb4c254 100644
--- a/.github/workflows/docs-localization-upload.yml
+++ b/.github/workflows/docs-localization-upload.yml
@@ -21,25 +21,26 @@ jobs:
     steps:
       - name: "Checkout Repository"
         uses: actions/checkout@v4
-        with:
-          fetch-tags: true
-      - name: "Install Python"
+      - name: "Setup Python"
         uses: actions/setup-python@v5
         with:
           python-version: "3.13"
-          cache: "pip"
-          cache-dependency-path: "requirements/_locale.txt"
-      - name: "Install Dependencies"
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          pip install -r requirements/_locale.txt
-          pip install .[speed,voice,docs]
+      - name: "Install uv"
+        uses: astral-sh/setup-uv@v6
+        with:
+          enable-cache: true
+      - name: Sync dependencies
+        run: uv sync --no-python-downloads --group dev --group docs --extra speed --extra voice
       - name: "Get locales"
+        env:
+          SPHINXBUILD: ${{ github.workspace }}/.venv/bin/sphinx-build
         run: |
           make html
           sphinx-build  -b gettext . ./build/locales
         working-directory: ./docs
       - name: "Build locales"
+        env:
+          SPHINXBUILD: ${{ github.workspace }}/.venv/bin/sphinx-build
         run:
           sphinx-intl update -p ./build/locales ${{ vars.SPHINX_LANGUAGES }}
         working-directory: ./docs
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 1b4720a322..b246dc0ad3 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -5,15 +5,12 @@ build:
   os: ubuntu-22.04
   tools:
     python: "3.13"
+  jobs:
+    post_install:
+      - pip install uv
+      - UV_PROJECT_ENVIRONMENT=$READTHEDOCS_VIRTUALENV_PATH uv sync --all-extras --group docs --link-mode=copy
 
 sphinx:
   configuration: docs/conf.py
   fail_on_warning: false
   builder: html
-
-python:
-  install:
-    - method: pip
-      path: .
-      extra_requirements:
-        - docs