From 0b56d47543d604a9280e1d609633065f60950df9 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 18:21:43 -0500
Subject: [PATCH 01/22] Port RAPIDS docs from Jekyll to Sphinx

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 .devcontainer/devcontainer.json               |    24 -
 .github/workflows/deploy-cudf-java-docs.yaml  |    18 +-
 .github/workflows/deploy.yaml                 |    38 +-
 .github/workflows/pr.yaml                     |    16 +
 .github/zizmor.yml                            |     3 +-
 .gitignore                                    |    19 +-
 .pre-commit-config.yaml                       |    18 +-
 .python-version                               |     1 +
 .ruby-version                                 |     1 -
 CONTRIBUTING.md                               |   143 +-
 Gemfile                                       |     5 -
 Gemfile.lock                                  |   292 -
 Makefile                                      |    34 +
 README.md                                     |    62 +-
 _config.yml                                   |    57 -
 _drafts/maintainers/artifacts.md              |    33 -
 _drafts/maintainers/permissions.md            |    30 -
 _drafts/maintainers/projectboards.md          |    30 -
 _drafts/maintainers/readthedocs.md            |    21 -
 _drafts/maintainers/structure.md              |    31 -
 _includes/api-docs.html                       |    25 -
 _includes/gpu-labels-table-row.html           |    12 -
 _includes/gpu-labels-table.html               |    19 -
 _includes/head.html                           |    99 -
 _includes/nav.html                            |    59 -
 _layouts/default.html                         |    77 -
 _layouts/notice-index.html                    |    97 -
 _layouts/notice.html                          |    35 -
 api.md                                        |    35 -
 assets/images/seaborn-logo.svg                |  5216 ------
 ci/check_style.sh                             |     2 +-
 ci/customization/customize_doc.py             |    34 +-
 ci/customization/customize_docs_in_folder.sh  |     2 +-
 ci/customization/lib_map.sh                   |     2 +-
 ci/download_from_s3.py                        |    83 +
 ci/download_from_s3.sh                        |   157 +-
 ci/generate-projects-to-versions.py           |    18 +-
 ci/post-process.sh                            |     4 +-
 ci/update_symlinks.sh                         |     2 +-
 ci/upload_cudf_java_docs.sh                   |     2 +-
 extensions/__init__.py                        |     4 +
 extensions/rapids_docs.py                     |   499 +
 favicon.ico                                   |   Bin 358 -> 0 bytes
 index.md                                      |    46 -
 maintainers/index.md                          |    47 -
 notices/feed.xml                              |    32 -
 notices/index.md                              |    20 -
 notices/rdn/index.md                          |    15 -
 notices/rgn/index.md                          |    15 -
 notices/rsn/index.md                          |    15 -
 platform-support/index.md                     |    60 -
 pyproject.toml                                |    44 +
 release_checklist.md                          |     7 -
 releases/index.md                             |    12 -
 releases/schedule.md                          |    66 -
 resources/index.md                            |    13 -
 scripts/compare_routes.py                     |   157 +
 scripts/migrate_from_jekyll.py                |   137 +
 scripts/validate_site.py                      |   118 +
 404.md => source/404.md                       |     9 +-
 source/SECURITY.md                            |    44 +
 {_data => source/_data}/docs.yml              |     2 +-
 {_data => source/_data}/platform_support.yml  |     0
 .../_data}/previous_releases.json             |     0
 {_data => source/_data}/releases.json         |     0
 {_includes => source/_includes}/bokeh.html    |     2 +-
 .../_includes}/datashader.html                |     2 +-
 .../_includes}/holoviews.html                 |     2 +-
 {_includes => source/_includes}/hvplot.html   |     2 +-
 {_includes => source/_includes}/plotly.html   |     2 +-
 {_includes => source/_includes}/seaborn.html  |     2 +-
 {_includes => source/_includes}/selector.html |   175 +-
 .../_includes}/viz-cdn-js-css.html            |    46 +
 _redirects => source/_redirects               |     0
 source/_static/css/custom.css                 |    65 +
 source/_static/js/portal-analytics.js         |    43 +
 source/_templates/layout.html                 |     9 +
 source/api.md                                 |    26 +
 {assets => source/assets}/css/custom.css      |     0
 .../assets}/css/custom_nvidia.css             |     0
 .../assets}/css/just-the-docs.css             |    24 +-
 .../bar_cudf_0.json                           |     0
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 .../points_cudf_2.json                        |     0
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 .../points_pandas_2.json                      |     0
 .../bar_cudf_0.json                           |     0
 .../bar_cudf_1.json                           |     0
 .../bar_cudf_2.json                           |     0
 .../bar_pandas_0.json                         |     0
 .../bar_pandas_1.json                         |     0
 .../bar_pandas_2.json                         |     0
 .../line_cudf_0.json                          |     0
 .../line_cudf_1.json                          |     0
 .../line_cudf_2.json                          |     0
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 .../line_pandas_1.json                        |     0
 .../line_pandas_2.json                        |     0
 .../points_cudf_0.json                        |     0
 .../points_cudf_1.json                        |     0
 .../points_cudf_2.json                        |     0
 .../points_pandas_0.json                      |     0
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 .../points_pandas_2.json                      |     0
 .../bar_cudf_0.json                           |     0
 .../bar_cudf_1.json                           |     0
 .../bar_cudf_2.json                           |     0
 .../bar_pandas_0.json                         |     0
 .../bar_pandas_1.json                         |     0
 .../bar_pandas_2.json                         |     0
 .../line_cudf_0.json                          |     0
 .../line_cudf_1.json                          |     0
 .../line_cudf_2.json                          |     0
 .../line_pandas_0.json                        |     0
 .../line_pandas_1.json                        |     0
 .../line_pandas_2.json                        |     0
 .../points_cudf_0.json                        |     0
 .../points_cudf_1.json                        |     0
 .../points_cudf_2.json                        |     0
 .../points_pandas_0.json                      |     0
 .../points_pandas_1.json                      |     0
 .../points_pandas_2.json                      |     0
 .../bar_cudf_0.json                           |     0
 .../bar_cudf_1.json                           |     0
 .../bar_cudf_2.json                           |     0
 .../bar_pandas_0.json                         |     0
 .../bar_pandas_1.json                         |     0
 .../bar_pandas_2.json                         |     0
 .../line_cudf_0.json                          |     0
 .../line_cudf_1.json                          |     0
 .../line_cudf_2.json                          |     0
 .../line_pandas_0.json                        |     0
 .../line_pandas_1.json                        |     0
 .../line_pandas_2.json                        |     0
 .../points_cudf_0.json                        |     0
 .../points_cudf_1.json                        |     0
 .../points_cudf_2.json                        |     0
 .../points_pandas_0.json                      |     0
 .../points_pandas_1.json                      |     0
 .../points_pandas_2.json                      |     0
 .../assets}/images/bokeh-logo.svg             |     0
 .../assets}/images/clifford_interact.png      |   Bin
 .../assets}/images/cuxfilter-demo.gif         |   Bin
 .../images/datashader-census-rapids.png       |   Bin
 .../assets}/images/datashader-logo.png        |   Bin
 .../assets}/images/downloads-github.png       |   Bin
 .../assets}/images/downloads.png              |   Bin
 .../assets}/images/gapminders.png             |   Bin
 {assets => source/assets}/images/heatmap.png  |   Bin
 .../assets}/images/hexagon-layer.jpg          |   Bin
 .../assets}/images/hexbin_marginals.png       |   Bin
 .../assets}/images/holoviews-logo.png         |   Bin
 .../assets}/images/hvplot-logo.png            |   Bin
 .../assets}/images/label-checker/correct.png  |   Bin
 .../images/label-checker/do_not_merge.png     |   Bin
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 .../assets}/images/label-checker/many_cat.png |   Bin
 .../images/label-checker/missing_breaking.png |   Bin
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 .../label-checker/missing_cat_breaking.png    |   Bin
 .../images/latex_blackbody_radiation.png      |   Bin
 .../assets}/images/nightly_pipeline.png       |   Bin
 .../assets}/images/nodeRAPIDS-streaming.png   |   Bin
 .../assets}/images/nytaxi_hover.gif           |   Bin
 .../assets}/images/panel-logo.png             |   Bin
 .../assets}/images/plotly-dash.png            |   Bin
 .../assets}/images/plotly-logo.png            |   Bin
 .../assets}/images/pyDeck-logo.svg            |     0
 .../assets}/images/rapids_logo.png            |   Bin
 .../images/reproducing-ci/container.png       |   Bin
 .../assets}/images/reproducing-ci/prompts.png |   Bin
 source/assets/images/seaborn-logo.svg         |  5216 ++++++
 .../images/telemetry/calculate_field.png      |   Bin
 .../field_type_and_value_options.png          |   Bin
 .../images/telemetry/filter_by_values.png     |   Bin
 .../telemetry/filter_by_values_with_var.png   |   Bin
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 .../images/telemetry/mermaid-workflow.md      |     0
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 {assets => source/assets}/js/custom.js        |     0
 {assets => source/assets}/js/just-the-docs.js |     0
 {assets => source/assets}/js/search-data.json |     0
 .../assets}/js/vendor/lunr.min.js             |     0
 source/conf.py                                |    81 +
 {contributing => source/contributing}/code.md |    27 +-
 .../contributing}/index.md                    |    23 +-
 .../contributing}/issues.md                   |    19 +-
 {contributing => source/contributing}/prs.md  |    18 +-
 source/index.md                               |    90 +
 {install => source/install}/index.md          |   125 +-
 {licenses => source/licenses}/CubinLinker.txt |    20 +-
 .../licenses}/cugraph-ops-EULA.txt            |   762 +-
 .../maintainers}/datasets.md                  |    16 +-
 .../maintainers}/forward-merger.md            |    30 +-
 source/maintainers/index.md                   |    23 +
 source/notices/index.md                       |    25 +
 source/notices/rdn/index.md                   |     6 +
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 source/releases/schedule.md                   |    20 +
 .../resources}/auto-merger.md                 |    16 +-
 .../resources}/burn-down-guide.md             |    13 +-
 {resources => source/resources}/changelog.md  |    17 +-
 {resources => source/resources}/conduct.md    |    17 +-
 .../resources}/github-actions.md              |    25 +-
 source/resources/index.md                     |    19 +
 .../resources}/label-checker.md               |    20 +-
 .../resources}/merge-barriers.md              |    20 +-
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 {resources => source/resources}/telemetry.md  |    50 +-
 {resources => source/resources}/versions.md   |    17 +-
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 tests/fixtures/jekyll_manifest.json           | 14123 ++++++++++++++++
 tests/test_customization.py                   |    39 +
 tests/test_rendering.py                       |    59 +
 user-guide/index.md                           |    67 -
 uv.lock                                       |   873 +
 362 files changed, 23914 insertions(+), 8900 deletions(-)
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 rename {releases => source/releases}/hotfix.md (85%)
 create mode 100644 source/releases/index.md
 rename {releases => source/releases}/process.md (86%)
 create mode 100644 source/releases/schedule.md
 rename {resources => source/resources}/auto-merger.md (88%)
 rename {resources => source/resources}/burn-down-guide.md (94%)
 rename {resources => source/resources}/changelog.md (85%)
 rename {resources => source/resources}/conduct.md (94%)
 rename {resources => source/resources}/github-actions.md (98%)
 create mode 100644 source/resources/index.md
 rename {resources => source/resources}/label-checker.md (90%)
 rename {resources => source/resources}/merge-barriers.md (83%)
 rename {resources => source/resources}/recently-updated.md (88%)
 rename {resources => source/resources}/reproducing-ci.md (95%)
 rename {resources => source/resources}/telemetry.md (97%)
 rename {resources => source/resources}/versions.md (93%)
 create mode 100644 source/user-guide/index.md
 rename {visualization => source/visualization}/index.md (76%)
 create mode 100644 tests/fixtures/jekyll_manifest.json
 create mode 100644 tests/test_customization.py
 create mode 100644 tests/test_rendering.py
 delete mode 100644 user-guide/index.md
 create mode 100644 uv.lock

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
deleted file mode 100644
index d049037831a..00000000000
--- a/.devcontainer/devcontainer.json
+++ /dev/null
@@ -1,24 +0,0 @@
-// For format details, see https://aka.ms/devcontainer.json. For config options, see the
-// README at: https://github.com/devcontainers/templates/tree/main/src/jekyll
-{
-	"name": "Jekyll",
-	// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
-	"image": "mcr.microsoft.com/devcontainers/jekyll:2-bullseye",
-	"features": {
-	}
-
-	// Features to add to the dev container. More info: https://containers.dev/features.
-	// "features": {},
-
-	// Use 'forwardPorts' to make a list of ports inside the container available locally.
-	// "forwardPorts": [],
-
-	// Uncomment the next line to run commands after the container is created.
-	// "postCreateCommand": "jekyll --version"
-
-	// Configure tool-specific properties.
-	// "customizations": {},
-
-	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
-	// "remoteUser": "root"
-}
diff --git a/.github/workflows/deploy-cudf-java-docs.yaml b/.github/workflows/deploy-cudf-java-docs.yaml
index 287fb0e5453..adaeaa1c5a7 100644
--- a/.github/workflows/deploy-cudf-java-docs.yaml
+++ b/.github/workflows/deploy-cudf-java-docs.yaml
@@ -1,4 +1,5 @@
 name: Deploy cudf-java docs
+
 on:
   workflow_dispatch:
     inputs:
@@ -9,16 +10,20 @@ on:
       version:
         description: "Version being released. Format: YY.MM or YY.MM.P e.g 24.08 or 24.08.1"
         required: true
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
+
 defaults:
   run:
     shell: bash
+
 permissions:
   id-token: write
   contents: write
   pull-requests: write
+
 jobs:
   deploy-cudf-java-docs:
     runs-on: ubuntu-latest
@@ -27,16 +32,17 @@ jobs:
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
-      - uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 #v5.1.1
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5.1.1
         with:
           role-to-assume: ${{ vars.AWS_ROLE_ARN }}
           aws-region: ${{ vars.AWS_REGION }}
-          role-duration-seconds: 7200 # 2h
+          role-duration-seconds: 7200
       - name: Upload cudf-java docs to S3
         env:
           VERSION: ${{ inputs.version }}
         run: ci/upload_cudf_java_docs.sh "${VERSION}"
-      - name: Update stable value for cudf-java in docs.yml and projects-to-versions.json
+      - name: Update stable value for cudf-java
         env:
           NEW_STABLE_VALUE: ${{ inputs.new_stable_value }}
           VERSION: ${{ inputs.version }}
@@ -46,12 +52,12 @@ jobs:
             exit 1
           fi
 
-          sed -i '/cudf-java:/,/stable:/s/stable: .*/stable: '"$NEW_STABLE_VALUE"'/' _data/docs.yml
-          echo "Updated stable value for cudf-java to $NEW_STABLE_VALUE in _data/docs.yml"
+          sed -i '/cudf-java:/,/stable:/s/stable: .*/stable: '"$NEW_STABLE_VALUE"'/' source/_data/docs.yml
+          echo "Updated stable value for cudf-java to $NEW_STABLE_VALUE in source/_data/docs.yml"
 
           jq --arg version "$VERSION" '."cudf-java".stable = $version' ci/customization/projects-to-versions.json > tmp.json \
             && mv tmp.json ci/customization/projects-to-versions.json
-          echo "Updated cudf-java stable version to $VERSION in projects-to-versions.json"
+          echo "Updated stable version for cudf-java to $VERSION"
       - name: Create Pull Request
         uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
         with:
diff --git a/.github/workflows/deploy.yaml b/.github/workflows/deploy.yaml
index 771d76cc86b..66f2ee9b035 100644
--- a/.github/workflows/deploy.yaml
+++ b/.github/workflows/deploy.yaml
@@ -1,4 +1,5 @@
 name: Deploy site
+
 on:
   schedule:
     - cron: "0 9 * * *"
@@ -6,46 +7,53 @@ on:
   push:
     branches:
       - main
+      - "pull-request/[0-9]+"
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
+
 defaults:
   run:
     shell: bash
+
 permissions:
   id-token: write
   contents: read
+
 jobs:
   build:
     name: Build (and deploy)
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+      - name: Checkout
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 0
           persist-credentials: false
-      # this step uses the `.ruby-version` file
-      - uses: ruby/setup-ruby@6aaa311d81eba98ae12eaffbcb63296ace0efcde # v1.307.0
-      - name: Build Jekyll Site
-        run: |
-          bundle install
-          bundle exec jekyll build
-      - uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 #v5.1.1
+      - name: Set up uv
+        uses: astral-sh/setup-uv@fac544c07dec837d0ccb6301d7b5580bf5edae39 # v8.2.0
+        with:
+          enable-cache: true
+      - name: Install dependencies
+        run: uv sync --locked
+      - name: Build and validate portal
+        run: make check
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5.1.1
         with:
           role-to-assume: ${{ vars.AWS_ROLE_ARN }}
           aws-region: ${{ vars.AWS_REGION }}
-          role-duration-seconds: 7200 # 2h
-      - name: Fetch doc files from S3
-        run: ci/download_from_s3.sh
-      - name: Post-process docs
-        run: ci/post-process.sh
+          role-duration-seconds: 7200
+      - name: Assemble complete documentation site
+        run: make assemble
       - name: Deploy site
         env:
           NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_API_TOKEN }}
           NETLIFY_SITE_ID: ${{ secrets.NETLIFY_DOCS_SITE_ID }}
-          # TODO: use official netlify-cli pkg after https://github.com/netlify/cli/issues/1809
-          # is resolved and deployed.
         run: |
+          # TODO: use the official netlify-cli package after
+          # https://github.com/netlify/cli/issues/1809 is resolved and deployed.
           npm install --global --force @aschmidt8/netlify-cli
 
           ARGS=""
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 6cde6c075a7..105e81bb23f 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -20,3 +20,19 @@ jobs:
         with:
           persist-credentials: false
       - uses: pre-commit/action@2c7b3805fd2a0fd8c1884dcaebf91fc102a13ecd # v3.0.1
+
+  docs:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+      - name: Set up uv
+        uses: astral-sh/setup-uv@fac544c07dec837d0ccb6301d7b5580bf5edae39 # v8.2.0
+        with:
+          enable-cache: true
+      - name: Install dependencies
+        run: uv sync --locked
+      - name: Build and validate portal
+        run: make check
diff --git a/.github/zizmor.yml b/.github/zizmor.yml
index 1b6ea1e53ff..e5ec29cf9a0 100644
--- a/.github/zizmor.yml
+++ b/.github/zizmor.yml
@@ -2,8 +2,7 @@ rules:
   unpinned-uses:
     config:
       policies:
-        # We require SHA-pinning for all workflows and actions _except_ for those from
-        # rapidsai/shared-workflows and rapidsai/shared-actions
+        # Require SHA-pinning except for RAPIDS-managed reusable actions and workflows.
         "rapidsai/shared-workflows/*": any
         "rapidsai/shared-actions/*": any
         "*": hash-pin
diff --git a/.gitignore b/.gitignore
index d2e9d00015e..3ffa7835d2d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,14 +1,7 @@
-_site/
-_sass/
-.sass-cache/
--P/
-.vscode
-lib_map.json
-.DS_Store
-files-to-customize.txt
-.jekyll-cache
-.jekyll-metadata
-.netlify
+/.ruff_cache/
+/.venv/
+/_site/
+/files-to-customize.txt
+/ci/customization/lib_map.json
 __pycache__/
-node_modules
-rapids-docs-env/
+*.pyc
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 404742e42c5..a5adf03e5fa 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,4 +1,4 @@
-# Copyright (c) 2024-2025, NVIDIA CORPORATION.
+# Copyright (c) 2024-2026, NVIDIA CORPORATION.
 
 ci:
   autofix_commit_msg: "[pre-commit.ci] auto code formatting"
@@ -15,14 +15,14 @@ repos:
       - id: trailing-whitespace
         exclude: |
           (?x)^(
-            assets/.*|
-            licenses/.*
+            source/assets/.*|
+            source/licenses/.*
           )
       - id: end-of-file-fixer
         exclude: |
           (?x)^(
-            assets/.*|
-            licenses/.*
+            source/assets/.*|
+            source/licenses/.*
           )
       - id: mixed-line-ending
       - id: debug-statements
@@ -31,7 +31,7 @@ repos:
       - id: check-json
         exclude: |
           (?x)^(
-            assets/.*|
+            source/assets/.*|
             .devcontainer/devcontainer.json
           )
       - id: check-yaml
@@ -50,8 +50,8 @@ repos:
       - id: fix-smartquotes
         exclude: |
           (?x)^(
-            assets/.*|
-            licenses/.*
+            source/assets/.*|
+            source/licenses/.*
           )
   - repo: https://github.com/codespell-project/codespell
     rev: v2.4.2
@@ -60,7 +60,7 @@ repos:
         types: [markdown]
         exclude: |
           (?x)^(
-            resources/conduct\.md
+            source/resources/conduct\.md
           )$
   - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.15.9
diff --git a/.python-version b/.python-version
new file mode 100644
index 00000000000..e4fba218358
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/.ruby-version b/.ruby-version
deleted file mode 100644
index 15a27998172..00000000000
--- a/.ruby-version
+++ /dev/null
@@ -1 +0,0 @@
-3.3.0
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 424c77625f5..639ca1c7ce3 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -2,148 +2,87 @@
 
 ## Environment setup
 
-- Install Ruby
-- Install Bundler
-- Checkout repo
-- Run `bundle install` in checked out repo
-
-## Development
-
-```sh
-bundle exec jekyll serve
-```
-
-### Dev Containers
-
-If you're using [VSCode](https://code.visualstudio.com/) you can use the jekyll Dev Container.
-
-- This project contains a devcontainer config:
-  - If prompted with "Folder contains a Dev Container configuration file." select "Reopen in Container"
-  - Alternatively select "Dev Containers: Reopen in Container" from the command palette
-- Run `bundle exec jekyll serve`
-
-### Local Docker development
-
-Alternatively, you can use the [jekyll-docker](https://github.com/envygeeks/jekyll-docker) container to build and serve the `docs` site locally:
-
-```sh
-docker run --rm \
-  --volume="$PWD:/srv/jekyll" \
-  --publish [::1]:4000:4000 \
-  jekyll/jekyll \
-  bash -c 'rm -rf ./_site && jekyll serve'
-```
-
-### Local macOS development
-
-Upgrade to a new-enough ruby and install `jekyll`, like following https://jekyllrb.com/docs/installation/macos/
+Install [uv](https://docs.astral.sh/uv/), check out the repository, and install
+the locked development environment:
 
 ```shell
-# (one-time) get ruby env-management stuff
-brew install chruby ruby-install
-
-# (one time) update to newer ruby
-ruby-install ruby 3.4.1
-
-source $(brew --prefix)/opt/chruby/share/chruby/chruby.sh
-source $(brew --prefix)/opt/chruby/share/chruby/auto.sh
-chruby ruby-3.4.1
-ruby -v
-
-# (one time) install Bundler
-gem install bundler
-
-# install everything else the project needs
-bundle install
+uv sync --locked
 ```
 
-Build the site (this populates the `_site/` folder)
-
-```shell
-bundle exec jekyll build --verbose
-```
-
-At this point, the API documentation will not be populated.
+## Development
 
-To test those and the post-processing that happens on them, get read-only AWS credentials for the relevant resources
-and put them in a profile called `[rapids-docs]` in your AWS CLI configuration.
+Build the portal and serve the rendered site at <http://localhost:8004/>:
 
 ```shell
-export AWS_DEFAULT_PROFILE="rapids-docs"
-ci/download_from_s3.sh
+make html
+make serve
 ```
 
-At this point, the site is now built and the API documentation has been downloaded.
-Next, some post-processing needs to be done to point links like `/stable` (including those in drop-down selectors)
-to the appropriate documentation files.
-
-Those steps include a `pip install`, so create and active a Python virtual environment first.
+Pass a different port when needed:
 
 ```shell
-python -m venv rapids-docs-env
-source ./rapids-docs-env/bin/activate
+make serve PORT=8080
 ```
 
-Then run the post-processing.
+Run the complete credential-free validation suite before submitting a change:
 
 ```shell
-ci/post-process.sh
+make check
 ```
 
-At this point, you should be able to view the site locally with a pretty similar experience to what's hosted in deployments.
+This runs formatting and lint checks, unit tests, a strict Sphinx build, and
+route and rendered-content validation.
 
-`jekyll serve` cleans and re-generates the `_site/` folder, but it also does some other bundling and packaging that's needed for links and formatting
-to work correctly.
-
-First, back up the `api/` directory:
-
-```shell
-BACKUP_DIR=$(mktemp -d)
-cp -avR ./_site/api "${BACKUP_DIR}"
-```
+## Full documentation assembly
 
-Then serve the site.
+The portal-only build does not include the versioned API documentation or the
+deployment documentation. To test the complete site and its post-processing,
+obtain read-only AWS credentials for the documentation bucket and configure an
+AWS CLI profile named `rapids-docs`. Then run:
 
 ```shell
-bundle exec jekyll serve
+AWS_PROFILE=rapids-docs make full
 ```
 
-Once it's up, copy all the `api/` files back in.
+This builds the Sphinx portal into `_site`, downloads the imported
+documentation, creates the stable, latest, nightly, and legacy aliases, adds
+the RAPIDS library and version selectors, and validates the assembled site.
+Serve the result without rebuilding it with:
 
 ```shell
-cp -avR "${BACKUP_DIR}/api" _site
-```
-
-`jekyll serve` should automatically pick up the changes.
-
-In a browser, navigate to the URL shown in the `jekyll serve` output (probably something like `http://127.0.0.1:4000/`) to see the rendered docs.
-
-If the hot reloading in `jekyll serve` again deletes all the files in `api/`, just copy them in again.
-
-```shell
-cp -avR "${BACKUP_DIR}/api" _site
+make serve
 ```
 
 ## PR submissions
 
-Once you have code changes, submit a PR to the docs site. Netlify will generate
-a preview of your changes and the team will review.
+Submit changes as a pull request to `rapidsai/docs`. The RAPIDS copy-PR bot
+copies the pull request head to a `pull-request/<number>` branch in the upstream
+repository. CI validates that branch, assembles the complete documentation
+site, and creates a non-production Netlify preview for review.
 
 ## Developer Certificate of Origin
 
-All contributions to this project must be accompanied by a sign-off indicating that the contribution is made pursuant to the Developer Certificate of Origin (DCO). This is a lightweight way for contributors to certify that they wrote or otherwise have the right to submit the code they are contributing to the project.
+All contributions to this project must be accompanied by a sign-off indicating
+that the contribution is made pursuant to the Developer Certificate of Origin
+(DCO). This is a lightweight way for contributors to certify that they wrote
+or otherwise have the right to submit the code they are contributing to the
+project.
 
-The DCO is a simple statement that you, as a contributor, have the legal right to make the contribution. To certify your adherence to the DCO, you must sign off on your commits. This is done by adding a `Signed-off-by` line to your commit messages:
+The DCO is a simple statement that you, as a contributor, have the legal right
+to make the contribution. To certify your adherence to the DCO, you must sign
+off on your commits. This is done by adding a `Signed-off-by` line to your
+commit messages:
 
-```
+```text
 Signed-off-by: Random J Developer <random@developer.example.org>
 ```
 
 You can do this automatically with `git commit -s`.
 
-Here is the full text of the DCO, which you can also find at <https://developercertificate.org/>:
+Here is the full text of the DCO, which you can also find at
+<https://developercertificate.org/>:
 
-```
+```text
 Developer's Certificate of Origin 1.1
 
 By making a contribution to this project, I certify that:
diff --git a/Gemfile b/Gemfile
deleted file mode 100644
index 8197051a907..00000000000
--- a/Gemfile
+++ /dev/null
@@ -1,5 +0,0 @@
-source 'https://rubygems.org'
-gem 'github-pages', group: :jekyll_plugins
-gem "just-the-docs", "= 0.3.3"
-
-gem "webrick", "~> 1.8"
diff --git a/Gemfile.lock b/Gemfile.lock
deleted file mode 100644
index b60165eb87f..00000000000
--- a/Gemfile.lock
+++ /dev/null
@@ -1,292 +0,0 @@
-GEM
-  remote: https://rubygems.org/
-  specs:
-    activesupport (7.2.3.1)
-      base64
-      benchmark (>= 0.3)
-      bigdecimal
-      concurrent-ruby (~> 1.0, >= 1.3.1)
-      connection_pool (>= 2.2.5)
-      drb
-      i18n (>= 1.6, < 2)
-      logger (>= 1.4.2)
-      minitest (>= 5.1, < 6)
-      securerandom (>= 0.3)
-      tzinfo (~> 2.0, >= 2.0.5)
-    addressable (2.9.0)
-      public_suffix (>= 2.0.2, < 8.0)
-    base64 (0.3.0)
-    benchmark (0.5.0)
-    bigdecimal (4.0.1)
-    coffee-script (2.4.1)
-      coffee-script-source
-      execjs
-    coffee-script-source (1.12.2)
-    colorator (1.1.0)
-    commonmarker (0.23.10)
-    concurrent-ruby (1.3.7)
-    connection_pool (3.0.2)
-    csv (3.3.0)
-    dnsruby (1.72.2)
-      simpleidn (~> 0.2.1)
-    drb (2.2.3)
-    em-websocket (0.5.3)
-      eventmachine (>= 0.12.9)
-      http_parser.rb (~> 0)
-    ethon (0.16.0)
-      ffi (>= 1.15.0)
-    eventmachine (1.2.7)
-    execjs (2.9.1)
-    faraday (2.14.3)
-      faraday-net_http (>= 2.0, < 3.5)
-      json
-      logger
-    faraday-net_http (3.4.4)
-      net-http (~> 0.5)
-    ffi (1.17.0)
-    ffi (1.17.0-x86_64-linux-gnu)
-    forwardable-extended (2.6.0)
-    gemoji (4.1.0)
-    github-pages (232)
-      github-pages-health-check (= 1.18.2)
-      jekyll (= 3.10.0)
-      jekyll-avatar (= 0.8.0)
-      jekyll-coffeescript (= 1.2.2)
-      jekyll-commonmark-ghpages (= 0.5.1)
-      jekyll-default-layout (= 0.1.5)
-      jekyll-feed (= 0.17.0)
-      jekyll-gist (= 1.5.0)
-      jekyll-github-metadata (= 2.16.1)
-      jekyll-include-cache (= 0.2.1)
-      jekyll-mentions (= 1.6.0)
-      jekyll-optional-front-matter (= 0.3.2)
-      jekyll-paginate (= 1.1.0)
-      jekyll-readme-index (= 0.3.0)
-      jekyll-redirect-from (= 0.16.0)
-      jekyll-relative-links (= 0.6.1)
-      jekyll-remote-theme (= 0.4.3)
-      jekyll-sass-converter (= 1.5.2)
-      jekyll-seo-tag (= 2.8.0)
-      jekyll-sitemap (= 1.4.0)
-      jekyll-swiss (= 1.0.0)
-      jekyll-theme-architect (= 0.2.0)
-      jekyll-theme-cayman (= 0.2.0)
-      jekyll-theme-dinky (= 0.2.0)
-      jekyll-theme-hacker (= 0.2.0)
-      jekyll-theme-leap-day (= 0.2.0)
-      jekyll-theme-merlot (= 0.2.0)
-      jekyll-theme-midnight (= 0.2.0)
-      jekyll-theme-minimal (= 0.2.0)
-      jekyll-theme-modernist (= 0.2.0)
-      jekyll-theme-primer (= 0.6.0)
-      jekyll-theme-slate (= 0.2.0)
-      jekyll-theme-tactile (= 0.2.0)
-      jekyll-theme-time-machine (= 0.2.0)
-      jekyll-titles-from-headings (= 0.5.3)
-      jemoji (= 0.13.0)
-      kramdown (= 2.4.0)
-      kramdown-parser-gfm (= 1.1.0)
-      liquid (= 4.0.4)
-      mercenary (~> 0.3)
-      minima (= 2.5.1)
-      nokogiri (>= 1.16.2, < 2.0)
-      rouge (= 3.30.0)
-      terminal-table (~> 1.4)
-      webrick (~> 1.8)
-    github-pages-health-check (1.18.2)
-      addressable (~> 2.3)
-      dnsruby (~> 1.60)
-      octokit (>= 4, < 8)
-      public_suffix (>= 3.0, < 6.0)
-      typhoeus (~> 1.3)
-    html-pipeline (2.14.3)
-      activesupport (>= 2)
-      nokogiri (>= 1.4)
-    http_parser.rb (0.8.0)
-    i18n (1.14.8)
-      concurrent-ruby (~> 1.0)
-    jekyll (3.10.0)
-      addressable (~> 2.4)
-      colorator (~> 1.0)
-      csv (~> 3.0)
-      em-websocket (~> 0.5)
-      i18n (>= 0.7, < 2)
-      jekyll-sass-converter (~> 1.0)
-      jekyll-watch (~> 2.0)
-      kramdown (>= 1.17, < 3)
-      liquid (~> 4.0)
-      mercenary (~> 0.3.3)
-      pathutil (~> 0.9)
-      rouge (>= 1.7, < 4)
-      safe_yaml (~> 1.0)
-      webrick (>= 1.0)
-    jekyll-avatar (0.8.0)
-      jekyll (>= 3.0, < 5.0)
-    jekyll-coffeescript (1.2.2)
-      coffee-script (~> 2.2)
-      coffee-script-source (~> 1.12)
-    jekyll-commonmark (1.4.0)
-      commonmarker (~> 0.22)
-    jekyll-commonmark-ghpages (0.5.1)
-      commonmarker (>= 0.23.7, < 1.1.0)
-      jekyll (>= 3.9, < 4.0)
-      jekyll-commonmark (~> 1.4.0)
-      rouge (>= 2.0, < 5.0)
-    jekyll-default-layout (0.1.5)
-      jekyll (>= 3.0, < 5.0)
-    jekyll-feed (0.17.0)
-      jekyll (>= 3.7, < 5.0)
-    jekyll-gist (1.5.0)
-      octokit (~> 4.2)
-    jekyll-github-metadata (2.16.1)
-      jekyll (>= 3.4, < 5.0)
-      octokit (>= 4, < 7, != 4.4.0)
-    jekyll-include-cache (0.2.1)
-      jekyll (>= 3.7, < 5.0)
-    jekyll-mentions (1.6.0)
-      html-pipeline (~> 2.3)
-      jekyll (>= 3.7, < 5.0)
-    jekyll-optional-front-matter (0.3.2)
-      jekyll (>= 3.0, < 5.0)
-    jekyll-paginate (1.1.0)
-    jekyll-readme-index (0.3.0)
-      jekyll (>= 3.0, < 5.0)
-    jekyll-redirect-from (0.16.0)
-      jekyll (>= 3.3, < 5.0)
-    jekyll-relative-links (0.6.1)
-      jekyll (>= 3.3, < 5.0)
-    jekyll-remote-theme (0.4.3)
-      addressable (~> 2.0)
-      jekyll (>= 3.5, < 5.0)
-      jekyll-sass-converter (>= 1.0, <= 3.0.0, != 2.0.0)
-      rubyzip (>= 1.3.0, < 3.0)
-    jekyll-sass-converter (1.5.2)
-      sass (~> 3.4)
-    jekyll-seo-tag (2.8.0)
-      jekyll (>= 3.8, < 5.0)
-    jekyll-sitemap (1.4.0)
-      jekyll (>= 3.7, < 5.0)
-    jekyll-swiss (1.0.0)
-    jekyll-theme-architect (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-cayman (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-dinky (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-hacker (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-leap-day (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-merlot (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-midnight (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-minimal (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-modernist (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-primer (0.6.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-github-metadata (~> 2.9)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-slate (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-tactile (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-theme-time-machine (0.2.0)
-      jekyll (> 3.5, < 5.0)
-      jekyll-seo-tag (~> 2.0)
-    jekyll-titles-from-headings (0.5.3)
-      jekyll (>= 3.3, < 5.0)
-    jekyll-watch (2.2.1)
-      listen (~> 3.0)
-    jemoji (0.13.0)
-      gemoji (>= 3, < 5)
-      html-pipeline (~> 2.2)
-      jekyll (>= 3.0, < 5.0)
-    json (2.20.0)
-    just-the-docs (0.3.3)
-      jekyll (>= 3.8.5)
-      jekyll-seo-tag (~> 2.0)
-      rake (>= 12.3.1, < 13.1.0)
-    kramdown (2.4.0)
-      rexml
-    kramdown-parser-gfm (1.1.0)
-      kramdown (~> 2.0)
-    liquid (4.0.4)
-    listen (3.9.0)
-      rb-fsevent (~> 0.10, >= 0.10.3)
-      rb-inotify (~> 0.9, >= 0.9.10)
-    logger (1.7.0)
-    mercenary (0.3.6)
-    minima (2.5.1)
-      jekyll (>= 3.5, < 5.0)
-      jekyll-feed (~> 0.9)
-      jekyll-seo-tag (~> 2.1)
-    minitest (5.27.0)
-    net-http (0.9.1)
-      uri (>= 0.11.1)
-    nokogiri (1.19.4-aarch64-linux-gnu)
-      racc (~> 1.4)
-    nokogiri (1.19.4-arm64-darwin)
-      racc (~> 1.4)
-    nokogiri (1.19.4-x86_64-linux-gnu)
-      racc (~> 1.4)
-    octokit (4.25.1)
-      faraday (>= 1, < 3)
-      sawyer (~> 0.9)
-    pathutil (0.16.2)
-      forwardable-extended (~> 2.6)
-    public_suffix (5.1.1)
-    racc (1.8.1)
-    rake (13.0.6)
-    rb-fsevent (0.11.2)
-    rb-inotify (0.11.1)
-      ffi (~> 1.0)
-    rexml (3.4.2)
-    rouge (3.30.0)
-    rubyzip (2.3.2)
-    safe_yaml (1.0.5)
-    sass (3.7.4)
-      sass-listen (~> 4.0.0)
-    sass-listen (4.0.0)
-      rb-fsevent (~> 0.9, >= 0.9.4)
-      rb-inotify (~> 0.9, >= 0.9.7)
-    sawyer (0.9.2)
-      addressable (>= 2.3.5)
-      faraday (>= 0.17.3, < 3)
-    securerandom (0.4.1)
-    simpleidn (0.2.3)
-    terminal-table (1.8.0)
-      unicode-display_width (~> 1.1, >= 1.1.1)
-    typhoeus (1.4.1)
-      ethon (>= 0.9.0)
-    tzinfo (2.0.6)
-      concurrent-ruby (~> 1.0)
-    unicode-display_width (1.8.0)
-    uri (1.1.1)
-    webrick (1.8.2)
-
-PLATFORMS
-  aarch64-linux
-  arm64-darwin-24
-  x86_64-linux
-
-DEPENDENCIES
-  github-pages
-  just-the-docs (= 0.3.3)
-  webrick (~> 1.8)
-
-BUNDLED WITH
-   2.5.16
diff --git a/Makefile b/Makefile
new file mode 100644
index 00000000000..70a02030ad7
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,34 @@
+UV ?= uv
+PORT ?= 8004
+AWS_PROFILE ?=
+
+.PHONY: assemble check clean full html lint serve test validate
+
+clean:
+	rm -rf _site
+
+html: clean
+	$(UV) run sphinx-build -E -b dirhtml source _site -W --keep-going -n
+
+assemble:
+	AWS_PROFILE=$(AWS_PROFILE) $(UV) run bash ci/download_from_s3.sh
+	$(UV) run bash ci/post-process.sh
+	$(UV) run python scripts/validate_site.py _site --full
+
+full: html assemble
+
+lint:
+	$(UV) run ruff check ci extensions scripts source/conf.py tests
+	$(UV) run ruff format --check ci extensions scripts source/conf.py tests
+
+test:
+	$(UV) run pytest
+
+validate:
+	$(UV) run python scripts/validate_site.py _site
+	$(UV) run python scripts/compare_routes.py tests/fixtures/jekyll_manifest.json _site
+
+check: lint test html validate
+
+serve:
+	$(UV) run python -m http.server $(PORT) --bind 0.0.0.0 --directory _site
diff --git a/README.md b/README.md
index af1a0a8631f..5b486b75bd7 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,61 @@
-# RAPIDS Docs
+# NVIDIA RAPIDS Documentation
 
-Jekyll site for RAPIDS documentation.
+This repository contains the source for the
+[NVIDIA RAPIDS documentation portal](https://docs.rapids.ai/). The portal is
+built with Sphinx and the NVIDIA Sphinx theme.
 
-https://docs.rapids.ai
+## Build the portal
+
+Install [uv](https://docs.astral.sh/uv/), then run:
+
+```shell
+make html
+make serve
+```
+
+The rendered portal is written to `_site` and served at
+<http://localhost:8004/> by default.
+
+## Build the complete site
+
+The complete docs site imports versioned API documentation and the deployment
+documentation from the private `rapidsai-docs` S3 bucket. Configure a read-only
+AWS profile named `rapids-docs`, then run:
+
+```shell
+AWS_PROFILE=rapids-docs make full
+```
+
+This preserves the stable, latest, nightly, and legacy aliases and applies the
+RAPIDS library/version selectors to the imported documentation.
+
+## Validation
+
+```shell
+make check
+```
+
+This runs Python linting, unit tests, a warning-free Sphinx build, and output
+validation.
+
+Pull requests opened against `rapidsai/docs` are copied to a
+`pull-request/<number>` branch by the RAPIDS copy-PR bot. That branch runs the
+same validation, assembles the complete documentation tree, and creates a
+non-production Netlify preview. Merges to `main` continue to deploy the
+production site.
+
+## Repository layout
+
+- `source/` contains the portal content, Sphinx configuration, static assets,
+  and data files.
+- `extensions/` contains the portal's data-rendering and publication extension.
+- `ci/` downloads and post-processes versioned API and deployment documentation.
+- `scripts/` and `tests/` validate rendered routes, content, and publication
+  behavior.
+
+## Migration history
+
+The Sphinx portal was initially migrated from the Jekyll site at
+[`rapidsai/docs@b6afa0c`](https://github.com/rapidsai/docs/commit/b6afa0cbf4ddfc4c0a21f7c79b18631f214fd759).
+The route and content fixture in `tests/fixtures/jekyll_manifest.json` preserves
+that publication baseline.
diff --git a/_config.yml b/_config.yml
deleted file mode 100644
index 19896d9c2fc..00000000000
--- a/_config.yml
+++ /dev/null
@@ -1,57 +0,0 @@
-# theme used
-remote_theme: pmarsceill/just-the-docs
-#theme: just-the-docs
-
-title: RAPIDS Docs
-description: RAPIDS demo, process, and technical documentation.
-baseurl: "/" # the subpath of your site, e.g. /blog
-url: "https://docs.rapids.ai"
-
-permalink: pretty
-exclude:
-  - CONTRIBUTING.md
-  - README.md
-  - release_checklist.md
-  - ci/
-  - node_modules/
-  - package.json
-  - package-lock.json
-  - Gemfile
-  - Gemfile.lock
-  - .ruff_cache/
-include:
-  - _sources
-  - _static
-  - _images
-  - _redirects
-  - _sphinx_javascript_frameworks_compat.js
-
-collections:
-  notices:
-    output: true
-
-aux_links:
-  "View Docs on GitHub":
-    - "https://github.com/rapidsai/docs"
-
-nav_external_links:
-  - title: Deployment Guides
-    url: /deployment/stable/
-
-social:
-  twitter:
-    name: Twitter
-    username: rapidsai
-    url: https://twitter.com/rapidsai
-    fa-icon-class: fab fa-twitter
-  slack:
-    name: Slack
-    url: https://rapids.ai/slack-invite
-    fa-icon-class: fab fa-slack
-  stack-overflow:
-    name: Stack Overflow
-    url: https://stackoverflow.com/tags/rapids
-    fa-icon-class: fab fa-stack-overflow
-
-# Enable or disable the site search
-search_enabled: true
diff --git a/_drafts/maintainers/artifacts.md b/_drafts/maintainers/artifacts.md
deleted file mode 100644
index d9267439a46..00000000000
--- a/_drafts/maintainers/artifacts.md
+++ /dev/null
@@ -1,33 +0,0 @@
----
-layout: default
-nav_order: 4
-parent: RAPIDS Maintainer Docs
-title: Project Artifacts
----
-
-# Artifacts
-
-## Overview
-
-...
-
-### Intended audience
-
-Operations
-{: .label .label-purple}
-
-## Conda packages
-
-...
-
-## Pip packages
-
-...
-
-## Docker containers
-
-...
-
-## Continuous integration
-
-...
diff --git a/_drafts/maintainers/permissions.md b/_drafts/maintainers/permissions.md
deleted file mode 100644
index be8ed7a65fb..00000000000
--- a/_drafts/maintainers/permissions.md
+++ /dev/null
@@ -1,30 +0,0 @@
----
-layout: default
-nav_order: 3
-parent: RAPIDS Maintainer Docs
-title: Permissions
----
-
-# Permissions
-
-
-## Overview
-
-...
-
-### Intended audience
-
-Operations
-{: .label .label-purple}
-
-## Read
-
-...
-
-## Write
-
-...
-
-## Admin
-
-...
diff --git a/_drafts/maintainers/projectboards.md b/_drafts/maintainers/projectboards.md
deleted file mode 100644
index 1ac8a866af7..00000000000
--- a/_drafts/maintainers/projectboards.md
+++ /dev/null
@@ -1,30 +0,0 @@
----
-layout: default
-nav_order: 2
-parent: RAPIDS Maintainer Docs
-title: Project Boards
----
-
-# Project Boards
-
-
-## Overview
-
-...
-
-### Intended audience
-
-Operations
-{: .label .label-purple}
-
-## Release Planning
-
-...
-
-## Issue Triage
-
-...
-
-## Release Delivery
-
-...
diff --git a/_drafts/maintainers/readthedocs.md b/_drafts/maintainers/readthedocs.md
deleted file mode 100644
index a8aebe2cd36..00000000000
--- a/_drafts/maintainers/readthedocs.md
+++ /dev/null
@@ -1,21 +0,0 @@
----
-layout: default
-nav_order: 5
-parent: RAPIDS Maintainer Docs
-title: Read the Docs
----
-
-# Read the docs
-
-## Overview
-
-...
-
-### Intended audience
-
-Operations
-{: .label .label-purple}
-
-## Configuration
-
-...
diff --git a/_drafts/maintainers/structure.md b/_drafts/maintainers/structure.md
deleted file mode 100644
index fe2b8982994..00000000000
--- a/_drafts/maintainers/structure.md
+++ /dev/null
@@ -1,31 +0,0 @@
----
-layout: default
-nav_order: 1
-parent: RAPIDS Maintainer Docs
-title: Project Structure
----
-
-# Projects
-
-## Overview
-
-...
-
-### Intended audience
-
-Operations
-{: .label .label-purple}
-
-### Files
-
-### README
-
-...
-
-### CONTRIBUTING
-
-...
-
-### CHANGELOG
-
-...
diff --git a/_includes/api-docs.html b/_includes/api-docs.html
deleted file mode 100644
index bfa66cdae21..00000000000
--- a/_includes/api-docs.html
+++ /dev/null
@@ -1,25 +0,0 @@
-<!-- SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
- * All rights reserved.
- * SPDX-License-Identifier: Apache-2.0 -->
-{% for lib in include.data %}
-{% assign api = lib[1] %}
-{% if api.hidden != true %}
-{% comment %} HACK: below operation returns an array of stable/nightly/legacy values only if they're enabled in docs.yml. see issue #97 {% endcomment %}
-{% assign versions = api.versions | sort | where_exp: "item", "item[1] == 1" | join: "" | split: "1" | reverse %}
-### {{ api.name }}
-{{ api.desc }}
-#### DOCS {% for version_name in versions -%}
-    {%- if api.version-overrides -%}
-        **[{{ version_name }} ({{ api.version-overrides[version_name] }})](/api/{{ api.path }}/{{ version_name }})**
-    {%- elsif api.name == "libucxx" or api.name == "UCXX" -%}
-        **[{{ version_name }} ({{ site.data.releases[version_name].ucxx_version }})](/api/{{ api.path }}/{{ version_name }})**
-    {%- else -%}
-        **[{{ version_name }} ({{ site.data.releases[version_name].version }})](/api/{{ api.path }}/{{ version_name }})**
-    {%- endif -%}
-    {%- unless forloop.last %} | {% endunless -%}
-{%- endfor %}
-
-#### LINKS {% if api.cllink %} **[changelog]({{ api.cllink }}){:target="_blank"}** | {% endif %} **[github]({{ api.ghlink }}){:target="_blank"}**
-{: .mb-7 }
-{% endif %}
-{% endfor %}
diff --git a/_includes/gpu-labels-table-row.html b/_includes/gpu-labels-table-row.html
deleted file mode 100644
index 071ea2d6b9e..00000000000
--- a/_includes/gpu-labels-table-row.html
+++ /dev/null
@@ -1,12 +0,0 @@
-<!-- SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
- * All rights reserved.
- * SPDX-License-Identifier: Apache-2.0 -->
-<tr>
-  <td>
-    <code
-      class="language-plaintext highlighter-rouge">linux-{{include.arch}}-gpu-{{include.gpu|downcase}}-{{include.version}}-1</code>
-  </td>
-  <td><code class="language-plaintext highlighter-rouge">{{include.gpu}}</code></td>
-  <td><code class="language-plaintext highlighter-rouge">{{include.driver}}</code></td>
-  <td><code class="language-plaintext highlighter-rouge">1</code></td>
-</tr>
diff --git a/_includes/gpu-labels-table.html b/_includes/gpu-labels-table.html
deleted file mode 100644
index 8bf1267dffd..00000000000
--- a/_includes/gpu-labels-table.html
+++ /dev/null
@@ -1,19 +0,0 @@
-<!-- SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
- * All rights reserved.
- * SPDX-License-Identifier: Apache-2.0 -->
-<table>
-  <thead>
-    <tr>
-      <th>Label</th>
-      <th>GPU</th>
-      <th>Driver Version</th>
-      <th># of GPUs</th>
-    </tr>
-  </thead>
-  <tbody>
-    {% include gpu-labels-table-row.html arch="amd64" gpu="V100" driver=earliest_driver_version version="earliest" %}
-    {% include gpu-labels-table-row.html arch="amd64" gpu="V100" driver=latest_driver_version   version="latest" %}
-    {% include gpu-labels-table-row.html arch="arm64" gpu="A100" driver=latest_driver_version   version="latest" %}
-    {% include gpu-labels-table-row.html arch="amd64" gpu="T4"   driver=latest_driver_version   version="latest" %}
-  </tbody>
-</table>
diff --git a/_includes/head.html b/_includes/head.html
deleted file mode 100644
index 98b1aaa1ef1..00000000000
--- a/_includes/head.html
+++ /dev/null
@@ -1,99 +0,0 @@
-<!-- SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
- * All rights reserved.
- * SPDX-License-Identifier: Apache-2.0 -->
-<head>
-  <meta charset="UTF-8">
-  <meta http-equiv="X-UA-Compatible" content="IE=Edge">
-  {% if page.description %}
-  <meta name="Description" content="{{ page.description | truncate: 200 }}">
-  <meta property="og:description" content="{{ page.description | truncate: 200 }}">
-  <meta name="twitter:description" content="{{ page.description | truncate: 200 }}" />
-  {% endif %}
-  <meta property="og:title" content="{{ page.title }} - {{ site.title }}">
-  <meta property="og:image" content="https://rapids.ai/assets/images/og_image.png">
-  <meta property="og:image:secure_url" content="https://rapids.ai/assets/images/og_image.png" />
-  <meta property="og:image:type" content="image/jpeg" />
-  <meta property="og:image:width" content="400" />
-  <meta property="og:image:height" content="300" />
-  <meta property="og:url" content="{{ page.url }}">
-  <meta property="og:site_name" content="{{ site.title }}">
-
-  <meta name="twitter:site" content="{{ site.social.twitter.url }}" />
-  <meta name="twitter:creator" content="@{{ site.social.twitter.username }}" />
-  <meta name="twitter:card" content="summary">
-  <meta name="twitter:image" content="https://rapids.ai/assets/images/og_image.png" />
-  <meta name="twitter:image:alt" content="{{ site.title }}">
-  <meta property="fb:app_id" content="1679326302390196" />
-
-  <meta name="viewport" content="width=device-width, initial-scale=1">
-
-  <title>{{ page.title }} - {{ site.title }}</title>
-  <link rel="stylesheet" href="{{ "/assets/css/just-the-docs.css" | relative_url }}">
-  <link rel="stylesheet" href="{{ "/assets/css/custom.css" | relative_url }}">
-
-  <!-- OneTrust Cookies Consent Notice start for rapids.ai -->
-  <script src="https://cdn.cookielaw.org/scripttemplates/otSDKStub.js" data-document-language="true" type="text/javascript" charset="UTF-8" data-domain-script="018e2d71-40f3-7e89-90b8-e10ec6012ab0-test" ></script>
-  <script type="text/javascript">
-      function OptanonWrapper() {
-          var event = new Event('bannerLoaded');
-          window.dispatchEvent(event);
-      }
-  </script>
-
-  <!-- OneTrust Cookies Consent Notice end for rapids.ai -->
-  <script type="text/javascript" src="https://images.nvidia.com/aem-dam/Solutions/ot-js/ot-custom.js"></script>
-
-  <!-- Global site tag (gtag.js) - Google Analytics -->
-  <script>
-
-    function hasAnalyticsConsent() {
-      return typeof OnetrustActiveGroups === 'string' &&
-            OnetrustActiveGroups.split(',').includes('C0002');
-    }
-
-    function loadGA4() {
-      if (window._ga4Loaded) return;
-      window._ga4Loaded = true;
-      var gtagScript = document.createElement('script');
-      gtagScript.async = true;
-      gtagScript.src = 'https://www.googletagmanager.com/gtag/js?id=G-DLJNCEWKZD';
-      document.head.appendChild(gtagScript);
-      window.dataLayer = window.dataLayer || [];
-      function gtag(){ dataLayer.push(arguments); }
-      window.gtag = window.gtag || gtag;
-      gtag('js', new Date());
-      gtag('config', 'G-DLJNCEWKZD');
-    }
-
-    function initAnalyticsIfConsented() {
-      if (hasAnalyticsConsent()) {
-        loadGA4();
-      }
-    }
-
-    if (document.readyState === 'complete') {
-      initAnalyticsIfConsented();
-    } else {
-      window.addEventListener('load', initAnalyticsIfConsented);
-    }
-
-    if (window.OneTrust && typeof window.OneTrust.OnConsentChanged === 'function') {
-      window.OneTrust.OnConsentChanged(function () {
-        initAnalyticsIfConsented();
-      });
-    }
-  </script>
-
-  <script src="https://assets.adobedtm.com/5d4962a43b79/814eb6e9b4e1/launch-4bc07f1e0b0b.min.js"></script>
-
-  {% if site.search_enabled != nil %}
-  <script src="{{ "/assets/js/vendor/lunr.min.js" | relative_url }}"></script>
-  {% endif %}
-  <script src="{{ "/assets/js/just-the-docs.js" | relative_url }}"></script>
-
-  <script src="https://code.jquery.com/jquery-3.3.1.min.js"></script>
-
-  <script src="https://kit.fontawesome.com/1690513e32.js"></script>
-
-
-</head>
diff --git a/_includes/nav.html b/_includes/nav.html
deleted file mode 100644
index 5ddf537efdf..00000000000
--- a/_includes/nav.html
+++ /dev/null
@@ -1,59 +0,0 @@
-<!-- SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
- * All rights reserved.
- * SPDX-License-Identifier: Apache-2.0 -->
-<nav role="navigation" aria-label="Main navigation">
-  <ul class="navigation-list">
-    {% assign pages_list = site.html_pages | sort:"nav_order" %}
-    {% assign prev_page = "" %}
-    {% for node in pages_list %}
-      {% unless node.nav_exclude and prev_page != node.title %}
-        {% if node.parent == nil %}
-          <li class="navigation-list-item{% if page.url == node.url or page.parent == node.title or page.grand_parent == node.title %} active{% endif %}">
-            {% if page.parent == node.title or page.grand_parent == node.title %}
-              {% assign first_level_url = node.url | relative_url %}
-            {% endif %}
-            <a href="{{ node.url | relative_url }}" class="navigation-list-link{% if page.url == node.url %} active{% endif %}">{{ node.title }}</a>
-            {% if node.has_children %}
-              {% assign children_list = site.html_pages | sort:"nav_order" %}
-              <ul class="navigation-list-child-list ">
-                {% for child in children_list %}
-                  {% if child.parent == node.title %}
-                    <li class="navigation-list-item {% if page.url == child.url or page.parent == child.title %} active{% endif %}">
-                      {% if page.url == child.url or page.parent == child.title %}
-                        {% assign second_level_url = child.url | relative_url %}
-                      {% endif %}
-                      <a href="{{ child.url | relative_url }}" class="navigation-list-link{% if page.url == child.url %} active{% endif %}">{{ child.title }}</a>
-                      {% if child.has_children %}
-                        {% assign grand_children_list = site.html_pages | sort:"nav_order" %}
-                        <ul class="navigation-list-child-list">
-                          {% for grand_child in grand_children_list %}
-                            {% unless grand_child.layout == "notice" %}
-                              {% if grand_child.parent == child.title %}
-                                <li class="navigation-list-item {% if page.url == grand_child.url %} active{% endif %}">
-                                  <a href="{{ grand_child.url | relative_url }}" class="navigation-list-link{% if page.url == grand_child.url %} active{% endif %}">{{ grand_child.title }}</a>
-                                </li>
-                              {% endif %}
-                            {% endunless %}
-                          {% endfor %}
-                        </ul>
-                      {% endif %}
-                    </li>
-                  {% endif %}
-                {% endfor %}
-              </ul>
-            {% endif %}
-          </li>
-        {% endif %}
-      {% endunless %}
-      {% assign prev_page = node.title %}
-    {% endfor %}
-    {%- assign nav_external_links = site.nav_external_links -%}
-    {%- for node in nav_external_links -%}
-      <li class="navigation-list-item">
-        <a href="{{ node.url }}" class="navigation-list-link">
-          {{ node.title }}
-        </a>
-      </li>
-    {%- endfor -%}
-  </ul>
-</nav>
diff --git a/_layouts/default.html b/_layouts/default.html
deleted file mode 100644
index 13c31214f5c..00000000000
--- a/_layouts/default.html
+++ /dev/null
@@ -1,77 +0,0 @@
-<!DOCTYPE html>
-
-<html lang="en-us">
-{% include head.html %}
-<body>
-  <div class="page-wrap">
-    <div class="side-bar">
-      <a href="/" class="site-title fs-6 lh-tight">{{ site.title }}</a>
-      <span class="fs-3"><button class="js-main-nav-trigger navigation-list-toggle btn btn-outline" type="button" data-text-toggle="Hide">Menu</button></span>
-      <div class="navigation main-nav js-main-nav">
-        {% include nav.html %}
-      </div>
-      <footer role="contentinfo" class="site-footer">
-        <p class="text-small text-grey-dk-000 mb-0">This site uses <a href="https://github.com/pmarsceill/just-the-docs">Just the Docs</a>, a documentation theme for Jekyll.</p>
-      </footer>
-    </div>
-    <div class="main-content-wrap js-main-content" tabindex="0">
-      <div class="page-header">
-        <div class="main-content">
-          {% if site.search_enabled != nil %}
-          <div class="search js-search">
-            <div class="search-input-wrap">
-              <input type="text" class="js-search-input search-input" tabindex="0" placeholder="Search {{ site.title }}" aria-label="Search {{ site.title }}" autocomplete="off">
-              <svg width="14" height="14" viewBox="0 0 28 28" xmlns="http://www.w3.org/2000/svg" class="search-icon"><title>Search</title><g fill-rule="nonzero"><path d="M17.332 20.735c-5.537 0-10-4.6-10-10.247 0-5.646 4.463-10.247 10-10.247 5.536 0 10 4.601 10 10.247s-4.464 10.247-10 10.247zm0-4c3.3 0 6-2.783 6-6.247 0-3.463-2.7-6.247-6-6.247s-6 2.784-6 6.247c0 3.464 2.7 6.247 6 6.247z"/><path d="M11.672 13.791L.192 25.271 3.02 28.1 14.5 16.62z"/></g></svg>
-            </div>
-            <div class="js-search-results search-results-wrap"></div>
-          </div>
-          {% endif %}
-          {% if site.aux_links != nil %}
-            <ul class="list-style-none text-small mt-md-1 mb-md-1 pb-4 pb-md-0 js-aux-nav aux-nav">
-              {% for link in site.aux_links %}
-                <li class="d-inline-block my-0{% unless forloop.last %} mr-2{% endunless %}"><a href="{{ link.last }}">{{ link.first }}</a></li>
-              {% endfor %}
-            </ul>
-          {% endif %}
-        </div>
-      </div>
-      <div class="main-content">
-        {% unless page.url == "/" %}
-          {% if page.parent %}
-            <nav class="breadcrumb-nav">
-              <ol class="breadcrumb-nav-list">
-                {% if page.grand_parent %}
-                  <li class="breadcrumb-nav-list-item"><a href="{{ first_level_url }}">{{ page.grand_parent }}</a></li>
-                  <li class="breadcrumb-nav-list-item"><a href="{{ second_level_url }}">{{ page.parent }}</a></li>
-                {% else %}
-                  <li class="breadcrumb-nav-list-item"><a href="{{ first_level_url }}">{{ page.parent }}</a></li>
-                {% endif %}
-                <li class="breadcrumb-nav-list-item"><span>{{ page.title }}</span></li>
-              </ol>
-            </nav>
-          {% endif %}
-        {% endunless %}
-        <div id="main-content" class="page-content" role="main">
-          {{ content }}
-
-          {% if page.has_children == true and page.has_toc != false %}
-          <hr>
-          <h2 class="text-delta">Table of contents</h2>
-          {% assign children_list = site.pages | sort:"nav_order" %}
-          <ul>
-            {% for child in children_list %}
-              {% if child.parent == page.title and child.title != page.title %}
-              <li>
-                <a href="{{ child.url | relative_url }}">{{ child.title }}</a>
-              </li>
-              {% endif %}
-            {% endfor %}
-          </ul>
-          {% endif %}
-        </div>
-      </div>
-    </div>
-  </div>
-  <script type="text/javascript">_satellite.pageBottom();</script>
-</body>
-</html>
diff --git a/_layouts/notice-index.html b/_layouts/notice-index.html
deleted file mode 100644
index 0639bd4efc5..00000000000
--- a/_layouts/notice-index.html
+++ /dev/null
@@ -1,97 +0,0 @@
----
-layout: default
----
-{{ content }}
-
-<hr>
-
-{% if page.has_notice_index %}
-  {% assign notice_list = site.notices | where:"notice_type",page.notice_type | sort:"notice_updated" | reverse %}
-  {% assign notice_cnt = notice_list | size %}
-    {% if notice_cnt == 0 %}
-      <h2 class="text-delta">No current Notices</h2>
-    {% else %}
-    <table>
-      <thead>
-        <tr>
-          <th>Notice</th>
-          <th>Title</th>
-          <th>Topic</th>
-          <th>RAPIDS Version</th>
-          <th>Updated</th>
-        </tr>
-      </thead>
-      <tbody>
-      {% for notice in notice_list %}
-        <tr>
-          <td>
-            <b>{{ notice.notice_type | upcase }} {{ notice.notice_id}}</b><br/><p class="label label-title label-{{ notice.notice_status_color }}">{{ notice.notice_status }}</p>
-          </td>
-          <td>
-            <a href="{{ notice.url | relative_url }}">{{ notice.title }}</a>
-          </td>
-          <td>
-            {{ notice.notice_topic }}
-          </td>
-          <td>
-            {{ notice.notice_rapids_version }}
-          </td>
-          <td>
-            {% if notice.notice_updated == null or notice.notice_created == notice.notice_updated %}
-              {{ notice.notice_created | date_to_long_string }}
-            {% else %}
-              {{ notice.notice_updated | date_to_long_string }}
-            {% endif %}
-          </td>
-        </tr>
-      {% endfor %}
-      </tbody>
-    </table>
-  {% endif %}
-{% endif %}
-
-{% if page.has_notice_pin_index %}
-  <h2>Recent and Important Notices</h2>
-  {% assign notice_list = site.notices | where:"notice_pin","true" | sort:"notice_updated" | reverse %}
-  {% assign notice_cnt = notice_list | size %}
-  {% if notice_cnt == 0 %}
-    <h2 class="text-delta">No current Notices</h2>
-  {% else %}
-    <table>
-      <thead>
-        <tr>
-          <th>Notice</th>
-          <th>Title</th>
-          <th>Topic</th>
-          <th>RAPIDS Version</th>
-          <th>Updated</th>
-        </tr>
-      </thead>
-      <tbody>
-      {% for notice in notice_list %}
-        <tr>
-          <td>
-            <b>{{ notice.notice_type | upcase }} {{ notice.notice_id}}</b><br/><p class="label label-title label-{{ notice.notice_status_color }}">{{ notice.notice_status }}</p>
-          </td>
-          <td>
-            <a href="{{ notice.url | relative_url }}">{{ notice.title }}</a>
-          </td>
-          <td>
-            {{ notice.notice_topic }}
-          </td>
-          <td>
-            {{ notice.notice_rapids_version }}
-          </td>
-          <td>
-            {% if notice.notice_updated == null or notice.notice_created == notice.notice_updated %}
-              {{ notice.notice_created | date_to_long_string }}
-            {% else %}
-              {{ notice.notice_updated | date_to_long_string }}
-            {% endif %}
-          </td>
-        </tr>
-      {% endfor %}
-      </tbody>
-    </table>
-  {% endif %}
-{% endif %}
diff --git a/_layouts/notice.html b/_layouts/notice.html
deleted file mode 100644
index ffbe26e7d72..00000000000
--- a/_layouts/notice.html
+++ /dev/null
@@ -1,35 +0,0 @@
----
-layout: default
----
-<h1><b>{{ page.notice_type | upcase }} {{ page.notice_id}}</b> - {{ page.title }}</h1>
-
-<table>
-  <tbody>
-    <tr>
-      <td style="width: 25%"><strong>Author</strong></td>
-      <td>{{ page.notice_author }}</td>
-    </tr>
-    <tr>
-      <td><strong>Status</strong></td>
-      <td><p class="label label-title label-{{ page.notice_status_color }}">{{ page.notice_status }}</p></td>
-    </tr>
-    <tr>
-      <td><strong>Topic</strong></td>
-      <td>{{ page.notice_topic }}</td>
-    </tr>
-    <tr>
-      <td><strong>RAPIDS Version</strong></td>
-      <td>{{ page.notice_rapids_version }}</td>
-    </tr>
-    <tr>
-      <td><strong>Created</strong></td>
-      <td>{{ page.notice_created | date_to_long_string }}</td>
-    </tr>
-    <tr>
-      <td><strong>Updated</strong></td>
-      <td>{% if page.notice_updated != null and page.notice_created != page.notice_updated %}{{ page.notice_updated | date_to_long_string }}{% else %}N/A{% endif %}</td>
-    </tr>
-  </tbody>
-</table>
-
-{{ content }}
diff --git a/api.md b/api.md
deleted file mode 100644
index 88c8e4988bb..00000000000
--- a/api.md
+++ /dev/null
@@ -1,35 +0,0 @@
----
-layout: default
-title: API Docs
-nav_order: 4
-has_toc: false
-has_children: false
----
-
-# RAPIDS API Docs
-{:.no_toc}
-
-Access our current docs for the RAPIDS projects below. Docs are available in
-both "stable" and "nightly" versions. The description of each is below to help
-select the docs that fit your needs.
-{: .fs-6 .fw-300 }
-<dl>
-  <dt>STABLE</dt>
-  <dd>Current release docs; considered to be stable.</dd>
-  <dt>NIGHTLY</dt>
-  <dd>Work-in-progress release docs; considered to be unstable and released nightly.</dd>
-  <dt>LEGACY</dt>
-  <dd>Previous release docs; available for reference.</dd>
-</dl>
-
-## RAPIDS APIs
-
-{% include api-docs.html data=site.data.docs.apis %}
-
-## RAPIDS Libraries
-
-{% include api-docs.html data=site.data.docs.libs %}
-
-## Inactive Projects
-
-{% include api-docs.html data=site.data.docs.inactive-projects %}
diff --git a/assets/images/seaborn-logo.svg b/assets/images/seaborn-logo.svg
deleted file mode 100644
index 57f1f71345a..00000000000
--- a/assets/images/seaborn-logo.svg
+++ /dev/null
@@ -1,5216 +0,0 @@
-<?xml version="1.0" encoding="utf-8" standalone="no"?>
-<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
-  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<!-- Created with matplotlib (https://matplotlib.org/) -->
-<svg height="170.634375pt" version="1.1" viewBox="0 0 595.9575 170.634375" width="595.9575pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
- <metadata>
-  <rdf:RDF xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
-   <cc:Work>
-    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2020-09-07T14:13:58.676334</dc:date>
-    <dc:format>image/svg+xml</dc:format>
-    <dc:creator>
-     <cc:Agent>
-      <dc:title>Matplotlib v3.3.1, https://matplotlib.org/</dc:title>
-     </cc:Agent>
-    </dc:creator>
-   </cc:Work>
-  </rdf:RDF>
- </metadata>
- <defs>
-  <style type="text/css">*{stroke-linecap:butt;stroke-linejoin:round;}</style>
- </defs>
- <g id="figure_1">
-  <g id="patch_1">
-   <path d="M 0 170.634375 
-L 595.9575 170.634375 
-L 595.9575 0 
-L 0 0 
-z
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-  <g id="axes_1">
-   <g id="patch_2">
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diff --git a/ci/check_style.sh b/ci/check_style.sh
index 4cd72468c14..d635ce8db43 100755
--- a/ci/check_style.sh
+++ b/ci/check_style.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/customization/customize_doc.py b/ci/customization/customize_doc.py
index d073bef9608..bddbe382e6f 100644
--- a/ci/customization/customize_doc.py
+++ b/ci/customization/customize_doc.py
@@ -13,7 +13,6 @@
 from concurrent.futures import ProcessPoolExecutor
 
 import yaml
-
 from bs4 import BeautifulSoup
 
 SCRIPT_TAG_ID = "rapids-selector-js"
@@ -70,15 +69,18 @@ def get_version_from_fp(*, filepath: str, versions_dict: dict):
     match = re.search(r"/(\d?\d\.\d\d)/", filepath)
     version_number_from_filepath = match.group(1)
 
-    # given a version number like "25.10", figure out the corresponding version name like "stable", "nightly", or "legacy"
+    # Given a version number like "25.10", find the corresponding version name,
+    # such as "stable", "nightly", or "legacy".
     for version_name, version_number in versions_dict.items():
         if version_number == version_number_from_filepath:
             return {"name": version_name, "number": version_number_from_filepath}
 
     # if we get here, the version number wasn't found
-    raise ValueError(
-        f"Filepath implies version '{version_number_from_filepath}', no matching entry in versions_dict: {versions_dict}"
+    message = (
+        f"Filepath implies version '{version_number_from_filepath}', "
+        f"no matching entry in versions_dict: {versions_dict}"
     )
+    raise ValueError(message)
 
 
 def get_lib_from_fp(*, filepath: str, lib_path_dict: dict) -> str:
@@ -148,12 +150,10 @@ def create_version_options(
     options = []
     doc_version = get_version_from_fp(filepath=filepath, versions_dict=versions_dict)
     doc_is_extra_legacy = (  # extra legacy means the doc version is older then current legacy
-        doc_version["name"] == "legacy"
-        and versions_dict["legacy"] != doc_version["number"]
+        doc_version["name"] == "legacy" and versions_dict["legacy"] != doc_version["number"]
     )
     doc_is_extra_nightly = (  # extra nightly means the doc version is newer then current nightly
-        doc_version["name"] == "nightly"
-        and versions_dict["nightly"] != doc_version["number"]
+        doc_version["name"] == "nightly" and versions_dict["nightly"] != doc_version["number"]
     )
     for version_name, version_path in [
         (_, path) for _, path in lib_path_dict[project_name].items() if path is not None
@@ -169,9 +169,7 @@ def create_version_options(
         version_text = f"{version_name} ({version_number_str})"
         if version_name == doc_version["name"]:
             is_selected = True
-        options.append(
-            {"selected": is_selected, "href": option_href, "text": version_text}
-        )
+        options.append({"selected": is_selected, "href": option_href, "text": version_text})
 
     return options
 
@@ -222,9 +220,7 @@ def create_selector(soup, options, *, fallback_selected_text=None):
         option_classes = ["rapids-selector__menu-item"]
         if option["selected"]:
             option_classes.append("rapids-selector__menu-item--selected")
-        option_el = soup.new_tag(
-            "a", href=option["href"], attrs={"class": option_classes}
-        )
+        option_el = soup.new_tag("a", href=option["href"], attrs={"class": option_classes})
         option_el.string = option["text"]
         drop_down_menu.append(option_el)
 
@@ -236,9 +232,7 @@ def create_script_tag(soup):
     """
     Creates and returns a script tag that points to custom.js
     """
-    script_tag = soup.new_tag(
-        "script", defer=None, id=SCRIPT_TAG_ID, src="/assets/js/custom.js"
-    )
+    script_tag = soup.new_tag("script", defer=None, id=SCRIPT_TAG_ID, src="/assets/js/custom.js")
     return script_tag
 
 
@@ -341,9 +335,7 @@ def inspect_document(soup, *, filepath: str):
         if element.name == "link" and (href := element.get("href")):
             if "nvidia-sphinx-theme" in href:
                 is_nvidia_theme = True
-            if element_id not in removable_ids and href.endswith(
-                "/assets/css/custom.css"
-            ):
+            if element_id not in removable_ids and href.endswith("/assets/css/custom.css"):
                 rapids_css_links.append(element)
 
     for doc_type in ("jtd", "doxygen", "pydata"):
@@ -457,7 +449,7 @@ def main(
     PROJECT_TO_VERSIONS_PATH = sys.argv[2]
     LIB_MAP_PATH = os.path.join(os.path.dirname(__file__), "lib_map.json")
     DOCS_YML_PATH = os.path.join(
-        os.path.dirname(__file__), "..", "..", "_data", "docs.yml"
+        os.path.dirname(__file__), "..", "..", "source", "_data", "docs.yml"
     )
 
     # read in config files (doing this here so it only happens once)
diff --git a/ci/customization/customize_docs_in_folder.sh b/ci/customization/customize_docs_in_folder.sh
index a7456d66957..09c88d5190f 100755
--- a/ci/customization/customize_docs_in_folder.sh
+++ b/ci/customization/customize_docs_in_folder.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2025, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/customization/lib_map.sh b/ci/customization/lib_map.sh
index e0ff6d51dbe..0a6ae9208a1 100755
--- a/ci/customization/lib_map.sh
+++ b/ci/customization/lib_map.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/download_from_s3.py b/ci/download_from_s3.py
new file mode 100644
index 00000000000..2644e2966b5
--- /dev/null
+++ b/ci/download_from_s3.py
@@ -0,0 +1,83 @@
+#!/usr/bin/env python3
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Download the versioned RAPIDS documentation tree from S3."""
+
+from __future__ import annotations
+
+import json
+import os
+from concurrent.futures import ThreadPoolExecutor
+from pathlib import Path
+
+import boto3
+
+BUCKET = "rapidsai-docs"
+ROOT = Path(__file__).resolve().parents[1]
+SITE_DIR = ROOT / os.environ.get("SITE_DIR", "_site")
+API_DIR = SITE_DIR / "api"
+DEPLOYMENT_DIR = SITE_DIR / "deployment"
+PROJECT_VERSIONS = ROOT / "ci" / "customization" / "projects-to-versions.json"
+WORKERS = int(os.environ.get("S3_DOWNLOAD_WORKERS", "16"))
+
+
+def validate_output() -> None:
+    if not SITE_DIR.is_dir():
+        raise SystemExit(f'"{SITE_DIR}" does not exist. Build the Sphinx portal first.')
+    api_entries = sorted(path.name for path in API_DIR.iterdir())
+    if api_entries != ["index.html"]:
+        raise SystemExit(f'"{API_DIR}" must contain only index.html before importing API docs.')
+    if DEPLOYMENT_DIR.exists():
+        raise SystemExit(f'"{DEPLOYMENT_DIR}" is populated only during full-site assembly.')
+
+
+def object_keys(client, prefix: str) -> list[str]:
+    paginator = client.get_paginator("list_objects_v2")
+    keys = [
+        item["Key"]
+        for page in paginator.paginate(Bucket=BUCKET, Prefix=prefix)
+        for item in page.get("Contents", [])
+        if not item["Key"].endswith("/")
+    ]
+    if not keys:
+        raise SystemExit(f"No files found in s3://{BUCKET}/{prefix}")
+    return keys
+
+
+def download_prefix(client, prefix: str, destination: Path) -> None:
+    keys = object_keys(client, prefix)
+    print(f"Copying s3://{BUCKET}/{prefix} to {destination} ({len(keys)} files)")
+
+    def download(key: str) -> None:
+        relative = key.removeprefix(prefix)
+        target = destination / relative
+        target.parent.mkdir(parents=True, exist_ok=True)
+        client.download_file(BUCKET, key, str(target))
+
+    with ThreadPoolExecutor(max_workers=WORKERS) as executor:
+        list(executor.map(download, keys))
+
+
+def main() -> None:
+    validate_output()
+    profile = os.environ.get("AWS_PROFILE")
+    session = boto3.Session(profile_name=profile) if profile else boto3.Session()
+    client = session.client("s3")
+
+    projects = json.loads(PROJECT_VERSIONS.read_text())
+    for project, versions in projects.items():
+        for version_number in versions.values():
+            prefix = f"{project}/html/{version_number}/"
+            download_prefix(client, prefix, API_DIR / project / str(version_number))
+
+    for version in ("nightly", "stable"):
+        download_prefix(
+            client,
+            f"deployment/html/{version}/",
+            DEPLOYMENT_DIR / version,
+        )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/ci/download_from_s3.sh b/ci/download_from_s3.sh
old mode 100755
new mode 100644
index 060b29e2373..ed86e4a70a4
--- a/ci/download_from_s3.sh
+++ b/ci/download_from_s3.sh
@@ -1,159 +1,8 @@
 #!/bin/bash
 # SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES.
-# All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
-#
-# Copies the RAPIDS projects' HTML files from S3 into the "_site" directory of
-# the Jekyll build.
-set -euo pipefail
-
-export JEKYLL_DIR="_site"
-
-export GENERATED_DIRS="
-libs: ${JEKYLL_DIR}/api
-deployment: ${JEKYLL_DIR}/deployment
-"
-export DOCS_BUCKET="rapidsai-docs"
-
-MAX_CONCURRENT_DOWNLOADS=4
-DOWNLOAD_PIDS=()
-
-# Checks that the "_site" directory exists from a Jekyll build. Also ensures
-# that the directories that are pulled from S3 aren't already present in the
-# "_site" directory since that could cause problems.
-check_dirs() {
-  local DIR API_DIR
-
-  if [ ! -d "${JEKYLL_DIR}" ]; then
-    echo "\"${JEKYLL_DIR}\" directory does not exist."
-    echo "Build Jekyll site first."
-    exit 1
-  fi
-
-
-  API_DIR=$(yq -n 'env(GENERATED_DIRS) | .libs')
-  if [[ $(cd "${API_DIR}"; ls -1d ./*) != "./index.html" ]]; then
-    echo "The \"${API_DIR}\" directory should only contain a single 'index.html' file."
-    exit 1
-  fi
-
-  for DIR in $(yq -n 'env(GENERATED_DIRS) | del .libs | .[]'); do
-    if [ -d "${DIR}" ]; then
-      echo "The \"${DIR}\" directory is populated at deploy time and should not already exist."
-      echo "Ensure the \"${DIR}\" directory is not generated by Jekyll."
-      exit 1
-    fi
-  done
-}
-
-# Helper function for the `aws cp` command. Checks to ensure that the source
-# directory has contents before attempting the copy.
-aws_cp() {
-  local SRC DST
-
-  SRC=$1
-  DST=$2
-
-  if ! aws s3 ls "${SRC}" > /dev/null; then
-    echo "No files found in ${SRC}. Exiting."
-    exit 1
-  fi
-
-  echo "Copying ${SRC} to ${DST}"
-  aws s3 cp \
-    --only-show-errors \
-    --recursive \
-    "${SRC}" \
-    "${DST}"
-}
-
-# Starts an S3 copy and waits when the concurrency limit is reached.
-start_aws_cp() {
-  local DST SRC
 
-  SRC=$1
-  DST=$2
-
-  aws_cp "${SRC}" "${DST}" &
-  DOWNLOAD_PIDS+=("$!")
-
-  if [ "${#DOWNLOAD_PIDS[@]}" -ge "${MAX_CONCURRENT_DOWNLOADS}" ]; then
-    wait_for_aws_cp
-  fi
-}
-
-# Waits for the oldest running S3 copy and propagates its failure.
-wait_for_aws_cp() {
-  local PID
-
-  PID=${DOWNLOAD_PIDS[0]}
-  wait "${PID}"
-  DOWNLOAD_PIDS=("${DOWNLOAD_PIDS[@]:1}")
-}
-
-# Waits for all remaining S3 copies.
-wait_for_all_aws_cp() {
-  while [ "${#DOWNLOAD_PIDS[@]}" -gt 0 ]; do
-    wait_for_aws_cp
-  done
-}
-
-# Downloads the RAPIDS libraries' documentation files from S3 and places them
-# into the "_site/api" folder.
-download_lib_docs() {
-  local DST PROJECT PROJECTS_TO_VERSIONS_JSON \
-    SRC VERSION_NAME VERSION_NUMBER
-
-  echo "--- processing RAPIDS libraries ---"
-  PROJECTS_TO_VERSIONS_JSON=$(cat "./ci/customization/projects-to-versions.json")
-  for PROJECT in $(jq -r 'keys | .[]' <<< "${PROJECTS_TO_VERSIONS_JSON}"); do
-
-    # extract the map of versions to download for this project, which will look something like:
-    #
-    # {"stable": 25.10, "nightly": 25.12, "legacy": 25.08}
-    #
-    # With keys varying based on which types of docs we want to build for this particular project.
-    VERSIONS_FOR_THIS_PROJECT=$(
-      jq \
-        -r \
-        --arg pr "${PROJECT}" \
-        '.[$pr]' \
-      <<< "${PROJECTS_TO_VERSIONS_JSON}"
-    )
-
-    # loop over 'stable', 'nightly', etc.
-    for VERSION_NAME in $(jq -r 'keys | .[]' <<< "${VERSIONS_FOR_THIS_PROJECT}"); do
-      VERSION_NUMBER=$(
-        jq \
-          -r \
-          --arg version_name "${VERSION_NAME}" \
-          '.[$version_name]' \
-        <<< "${VERSIONS_FOR_THIS_PROJECT}"
-      )
-      # copy the relevant files from S3 to the local directory
-      SRC="s3://${DOCS_BUCKET}/${PROJECT}/html/${VERSION_NUMBER}/"
-      DST="$(yq -n 'env(GENERATED_DIRS)|.libs')/${PROJECT}/${VERSION_NUMBER}/"
-      start_aws_cp "${SRC}" "${DST}"
-    done  # for VERSION_NAME
-
-  done  # for PROJECT
-}
-
-# Downloads the deployment docs from S3 and places them in the
-# "_site/deployment" directory.
-download_deployment_docs() {
-  local DST SRC VERSION
-
-  echo "--- processing deployment docs ---"
-  for VERSION in nightly stable; do
-    SRC="s3://${DOCS_BUCKET}/deployment/html/${VERSION}/"
-    DST="$(yq -n 'env(GENERATED_DIRS)|.deployment')/${VERSION}/"
-
-    start_aws_cp "${SRC}" "${DST}"
-  done
-}
+set -euo pipefail
 
-check_dirs
-download_lib_docs
-download_deployment_docs
-wait_for_all_aws_cp
+CURRENT_DIR=$(dirname "$(realpath "$0")")
+python "${CURRENT_DIR}/download_from_s3.py"
diff --git a/ci/generate-projects-to-versions.py b/ci/generate-projects-to-versions.py
index cb2263c7b43..4078ee48207 100755
--- a/ci/generate-projects-to-versions.py
+++ b/ci/generate-projects-to-versions.py
@@ -11,12 +11,12 @@
 #   * what types of docs to host ('legacy', 'nightly', 'stable', etc.)
 #   * what versions to map to those types
 #
-# The libraries that should be copied are read from "_data/docs.yml".
+# The libraries that should be copied are read from "source/_data/docs.yml".
 #
 # The versions that should be copied are read from a mix of sources:
 #
-#   - active projects: "_data/releases.json"
-#   - inactive projects: 'version-overrides' field in entries in "_data/docs.yml"
+#   - active projects: "source/_data/releases.json"
+#   - inactive projects: 'version-overrides' field in entries in "source/_data/docs.yml"
 #
 # Produces a JSON mapping of the form:
 #
@@ -28,7 +28,7 @@
 #          },
 #      }
 #
-# With keys omitted based on configuration in _data/docs.yml.
+# With keys omitted based on configuration in source/_data/docs.yml.
 #
 # e.g. if a project has 'stable: 0' in that file, it will not have a '{project}.stable'
 # key in the mapping produced by this script.
@@ -39,10 +39,10 @@
 
 import yaml
 
-with open("_data/docs.yml") as f:
+with open("source/_data/docs.yml") as f:
     DOCS_YML_DICT = yaml.safe_load(f)
 
-with open("_data/releases.json") as f:
+with open("source/_data/releases.json") as f:
     RELEASES_JSON_DICT = json.load(f)
 
 # using OrderedDict minimizes churn in the output as projects are added and removed
@@ -66,9 +66,9 @@
                 if version_override:
                     versions_for_this_project[version_name] = version_override
                 else:
-                    versions_for_this_project[version_name] = RELEASES_JSON_DICT[
-                        version_name
-                    ][version_key]
+                    versions_for_this_project[version_name] = RELEASES_JSON_DICT[version_name][
+                        version_key
+                    ]
             else:
                 print(f"Skipping: {project_name} | {version_name}", file=sys.stderr)
 
diff --git a/ci/post-process.sh b/ci/post-process.sh
index 5078a86a181..7b31026f7ee 100755
--- a/ci/post-process.sh
+++ b/ci/post-process.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2025, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
@@ -7,8 +7,6 @@ set -euo pipefail
 
 CURRENT_DIR=$(dirname $(realpath $0))
 
-pip install -r "${CURRENT_DIR}/customization/requirements.txt"
-
 PROJECTS_TO_VERSIONS_PATH="${CURRENT_DIR}"/customization/projects-to-versions.json
 
 "${CURRENT_DIR}"/update_symlinks.sh "${PROJECTS_TO_VERSIONS_PATH}"
diff --git a/ci/update_symlinks.sh b/ci/update_symlinks.sh
index 7940930fcf9..c2d18d225f1 100755
--- a/ci/update_symlinks.sh
+++ b/ci/update_symlinks.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2025, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/upload_cudf_java_docs.sh b/ci/upload_cudf_java_docs.sh
index 5e6e6af7a28..a67cc93e02a 100755
--- a/ci/upload_cudf_java_docs.sh
+++ b/ci/upload_cudf_java_docs.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/extensions/__init__.py b/extensions/__init__.py
new file mode 100644
index 00000000000..b8a9a8d1a7f
--- /dev/null
+++ b/extensions/__init__.py
@@ -0,0 +1,4 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Local Sphinx extensions for the NVIDIA RAPIDS documentation portal."""
diff --git a/extensions/rapids_docs.py b/extensions/rapids_docs.py
new file mode 100644
index 00000000000..0436e14df11
--- /dev/null
+++ b/extensions/rapids_docs.py
@@ -0,0 +1,499 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Data-driven rendering and notice support for the RAPIDS documentation portal."""
+
+from __future__ import annotations
+
+import email.utils
+import html
+import json
+import shutil
+from datetime import UTC, datetime
+from pathlib import Path
+from xml.etree import ElementTree
+
+import frontmatter
+import yaml
+from bs4 import BeautifulSoup
+from dateutil import parser as date_parser
+from jinja2 import Environment, FileSystemLoader, StrictUndefined
+
+
+def _source_dir(app) -> Path:
+    return Path(app.srcdir)
+
+
+def _date(value) -> datetime:
+    if isinstance(value, datetime):
+        return value
+    if hasattr(value, "year") and hasattr(value, "month") and hasattr(value, "day"):
+        return datetime(value.year, value.month, value.day)
+    return date_parser.parse(str(value))
+
+
+def _long_date(value) -> str:
+    parsed = _date(value)
+    return f"{parsed.strftime('%B')} {parsed.day}, {parsed.year}"
+
+
+def _short_date(value) -> str:
+    parsed = _date(value)
+    return f"{parsed.strftime('%a, %b')} {parsed.day}, {parsed.year}"
+
+
+def _load_data(app) -> dict:
+    data_dir = _source_dir(app) / "_data"
+    with (data_dir / "docs.yml").open() as file:
+        docs = yaml.safe_load(file)
+    with (data_dir / "platform_support.yml").open() as file:
+        platform_support = yaml.safe_load(file)
+    with (data_dir / "releases.json").open() as file:
+        releases = json.load(file)
+    with (data_dir / "previous_releases.json").open() as file:
+        previous_releases = json.load(file)
+
+    notices = []
+    for path in sorted((_source_dir(app) / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md")):
+        post = frontmatter.load(path)
+        metadata = dict(post.metadata)
+        metadata["docname"] = f"notices/{path.stem}"
+        metadata["body"] = post.content
+        notices.append(metadata)
+
+    return {
+        "docs": docs,
+        "notices": notices,
+        "platform_support": platform_support,
+        "previous_releases": previous_releases,
+        "releases": releases,
+    }
+
+
+def _version_label(project: dict, version_name: str, releases: dict) -> str:
+    override = project.get("version-overrides", {}).get(version_name)
+    if override:
+        return str(override)
+    version_key = "ucxx_version" if "ucxx" in project["path"].lower() else "version"
+    return str(releases[version_name][version_key])
+
+
+def _api_docs(data: dict, section: str) -> str:
+    blocks = []
+    for project in data["docs"][section].values():
+        if project.get("hidden", False):
+            continue
+        versions = []
+        for name in ("stable", "nightly", "legacy"):
+            if project["versions"].get(name) == 1:
+                label = _version_label(project, name, data["releases"])
+                versions.append(f"**[{name} ({label})](/api/{project['path']}/{name}/)**")
+        links = []
+        if project.get("cllink"):
+            links.append(f"**[changelog]({project['cllink']})**")
+        links.append(f"**[github]({project['ghlink']})**")
+        blocks.append(
+            "\n".join(
+                [
+                    f"### {project['name']}",
+                    "",
+                    project["desc"],
+                    "",
+                    "#### DOCS" + (" " + " | ".join(versions) if versions else ""),
+                    "",
+                    "#### LINKS " + " | ".join(links),
+                ]
+            )
+        )
+    return "\n\n".join(blocks)
+
+
+def _compute_capability(cuda: dict) -> str:
+    capabilities = []
+    for capability in cuda["compute_capability"]:
+        sms = capability["sm"]
+        if not isinstance(sms, list):
+            sms = [sms]
+        capabilities.append(f"{capability['name']} ({', '.join(map(str, sms))})")
+    return ", ".join(capabilities) + " or newer"
+
+
+def _platform_support(data: dict) -> str:
+    releases = data["platform_support"]["releases"]
+    links = ", ".join(
+        f"[{release['version']}{' (nightly)' if release.get('nightly') else ''}]"
+        f"(#rapids-{str(release['version']).replace('.', '')})"
+        for release in releases
+    )
+    sections = [f"**Releases:** {links}"]
+    for release in releases:
+        title = f"## RAPIDS {release['version']}"
+        if release.get("nightly"):
+            title += " (nightly)"
+        cuda_headers = [f"CUDA {cuda['major']}" for cuda in release["cuda"]]
+        cuda_rows = [
+            (
+                "Toolkit",
+                [
+                    f"{cuda['toolkit_min']}"
+                    + (
+                        f" - {cuda['toolkit_max']}"
+                        if cuda["toolkit_min"] != cuda["toolkit_max"]
+                        else ""
+                    )
+                    for cuda in release["cuda"]
+                ],
+            ),
+            ("Driver", [f"{cuda['driver_min']}+" for cuda in release["cuda"]]),
+            ("Compute Capability", [_compute_capability(cuda) for cuda in release["cuda"]]),
+        ]
+        table = [
+            "| | " + " | ".join(cuda_headers) + " |",
+            "|:--|" + "|".join(":--" for _ in cuda_headers) + "|",
+        ]
+        table.extend(f"| **{name}** | " + " | ".join(values) + " |" for name, values in cuda_rows)
+        sections.append(
+            "\n".join(
+                [
+                    "---",
+                    "",
+                    title,
+                    "",
+                    '### <i class="fas fa-desktop" aria-hidden="true"></i> Operating Systems',
+                    "",
+                    f'- <i class="fab fa-linux" aria-hidden="true"></i> '
+                    f"**Linux (glibc {release['glibc_min']}+):** {', '.join(release['cpu_arch'])} "
+                    f"(tested on {', '.join(release['os_support'])})",
+                    '- <i class="fab fa-windows" aria-hidden="true"></i> '
+                    "**Windows:** Supported via [WSL](/install/#wsl2) with a compatible Linux distribution",
+                    "",
+                    '### <i class="fab fa-python" aria-hidden="true"></i> Python',
+                    "",
+                    f"**{', '.join(release['python'])}**",
+                    "",
+                    '### <i class="fas fa-microchip" aria-hidden="true"></i> CUDA',
+                    "",
+                    *table,
+                    "",
+                    '### <i class="fas fa-hammer" aria-hidden="true"></i> Source Builds',
+                    "",
+                    "| Dependency | Version |",
+                    "|:--|:--|",
+                    f"| **GCC** | {release['source_build']['gcc']} |",
+                    f"| **CCCL** | {release['source_build']['cccl']} |",
+                    f"| **nvCOMP** | {release['source_build']['nvcomp']} |",
+                ]
+            )
+        )
+    return "\n\n".join(sections)
+
+
+def _schedule_table(release: dict) -> str:
+    rows = [
+        ("Development", release["dev"]),
+        (
+            "[Burn Down](/releases/process/#burn-down) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest)",
+            release["cudf_burndown"],
+        ),
+        ("[Burn Down](/releases/process/#burn-down) (others)", release["other_burndown"]),
+        (
+            "[Code Freeze/Testing](/releases/process/#code-freeze) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest)",
+            release["cudf_codefreeze"],
+        ),
+        (
+            "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
+            release["other_codefreeze"],
+        ),
+        ("[Release](/releases/process/#releasing)", release["release"]),
+    ]
+    output = ["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"]
+    output.extend(
+        f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
+        for name, values in rows
+    )
+    return "\n".join(output)
+
+
+def _current_schedules(data: dict) -> str:
+    releases = data["releases"]
+    return "\n\n".join(
+        [
+            f"## Release v{releases['nightly']['version']} Schedule",
+            "**NOTE:** *Dates are subject to change at any time. Completed release schedules are posted "
+            "[here](/releases/schedule/).*",
+            _schedule_table(releases["nightly"]),
+            f"## *PROPOSED* Release v{releases['next_nightly']['version']} Schedule",
+            _schedule_table(releases["next_nightly"]),
+        ]
+    )
+
+
+def _old_project_group(version: str) -> str:
+    group = "cuDF/RMM"
+    if version >= "23.06":
+        group += "/rapids-cmake/"
+        if version <= "24.12":
+            group += "cugraph-ops/"
+        group += "raft"
+    return group
+
+
+def _previous_schedules(data: dict) -> str:
+    sections = []
+    for release in data["previous_releases"]:
+        output = [f"### Release v{release['version']} Schedule", ""]
+        if release.get("dev"):
+            rows = [("Development", release["dev"])]
+            group_suffix = (
+                " (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf)"
+                if release.get("other_burndown")
+                else ""
+            )
+            rows.append(
+                (
+                    f"[Burn Down](/releases/process/#burn-down){group_suffix}",
+                    release.get("cudf_burndown") or release["burndown"],
+                )
+            )
+            if release.get("other_burndown"):
+                rows.append(
+                    (
+                        "[Burn Down](/releases/process/#burn-down) (others)",
+                        release["other_burndown"],
+                    )
+                )
+            if release.get("cudf_codefreeze"):
+                rows.append(
+                    (
+                        f"[Code Freeze/Testing](/releases/process/#code-freeze){group_suffix}",
+                        release["cudf_codefreeze"],
+                    )
+                )
+                rows.append(
+                    (
+                        "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
+                        release["other_codefreeze"],
+                    )
+                )
+            else:
+                rows.append(
+                    ("[Code Freeze/Testing](/releases/process/#code-freeze)", release["codefreeze"])
+                )
+            rows.append(("[Release](/releases/process/#releasing)", release["release"]))
+            output.extend(["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"])
+            output.extend(
+                f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
+                for name, values in rows
+            )
+        elif release.get("date"):
+            output.extend(
+                ["| Phase | Date |", "|:--|:--|", f"| Release | {_short_date(release['date'])} |"]
+            )
+        else:
+            group = _old_project_group(release["version"])
+            rows = [
+                (f"Development ({group})", release["cudf_dev"]),
+                ("Development (others)", release["other_dev"]),
+                (f"[Burn Down](/releases/process/#burn-down) ({group})", release["cudf_burndown"]),
+                ("[Burn Down](/releases/process/#burn-down) (others)", release["other_burndown"]),
+                (
+                    f"[Code Freeze/Testing](/releases/process/#code-freeze) ({group})",
+                    release["cudf_codefreeze"],
+                ),
+                (
+                    "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
+                    release["other_codefreeze"],
+                ),
+                ("[Release](/releases/process/#releasing)", release["release"]),
+            ]
+            output.extend(["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"])
+            output.extend(
+                f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
+                for name, values in rows
+            )
+        sections.append("\n".join(output))
+    return "\n\n".join(sections)
+
+
+def _notice_date(notice: dict) -> datetime:
+    return _date(notice.get("notice_updated") or notice["notice_created"])
+
+
+def _notice_table(data: dict, notice_type: str | None = None, pinned: bool = False) -> str:
+    notices = data["notices"]
+    if notice_type:
+        notices = [notice for notice in notices if notice["notice_type"] == notice_type]
+    if pinned:
+        notices = [
+            notice for notice in notices if str(notice.get("notice_pin", "")).lower() == "true"
+        ]
+    notices = sorted(notices, key=_notice_date, reverse=True)
+    if not notices:
+        return "## No current notices"
+    output = [
+        "| Notice | Title | Topic | RAPIDS Version | Updated |",
+        "|:--|:--|:--|:--|:--|",
+    ]
+    for notice in notices:
+        updated = notice.get("notice_updated")
+        if not updated or _date(updated).date() == _date(notice["notice_created"]).date():
+            updated = notice["notice_created"]
+        output.append(
+            f"| **{notice['notice_type'].upper()} {notice['notice_id']}**<br>**{notice['notice_status']}** "
+            f"| [{notice['title']}](/notices/{Path(notice['docname']).name}/) "
+            f"| {notice['notice_topic']} | {notice['notice_rapids_version']} | {_long_date(updated)} |"
+        )
+    return "\n".join(output)
+
+
+def _jinja_environment(app) -> Environment:
+    return Environment(
+        loader=FileSystemLoader(app.srcdir),
+        undefined=StrictUndefined,
+        autoescape=False,
+        variable_start_string="<<!",
+        variable_end_string="!>>",
+        block_start_string="[%",
+        block_end_string="%]",
+        comment_start_string="[#%",
+        comment_end_string="%#]",
+        keep_trailing_newline=True,
+    )
+
+
+def _context(app) -> dict:
+    data = app.rapids_portal_data
+    return {
+        **data,
+        "api_docs": lambda section: _api_docs(data, section),
+        "current_schedules": lambda: _current_schedules(data),
+        "notice_table": lambda notice_type=None, pinned=False: _notice_table(
+            data, notice_type, pinned
+        ),
+        "platform_support_content": lambda: _platform_support(data),
+        "previous_schedules": lambda: _previous_schedules(data),
+    }
+
+
+def _builder_inited(app) -> None:
+    app.rapids_portal_data = _load_data(app)
+    app.rapids_portal_jinja = _jinja_environment(app)
+
+
+def _notice_header(metadata: dict) -> str:
+    updated = metadata.get("notice_updated")
+    if not updated or _date(updated).date() == _date(metadata["notice_created"]).date():
+        updated_display = "N/A"
+    else:
+        updated_display = _long_date(updated)
+    return "\n".join(
+        [
+            "---",
+            "orphan: true",
+            "---",
+            f"# {metadata['notice_type'].upper()} {metadata['notice_id']} - {metadata['title']}",
+            "",
+            "| | |",
+            "|:--|:--|",
+            f"| **Author** | {metadata['notice_author']} |",
+            f"| **Status** | **{metadata['notice_status']}** |",
+            f"| **Topic** | {metadata['notice_topic']} |",
+            f"| **RAPIDS Version** | {metadata['notice_rapids_version']} |",
+            f"| **Created** | {_long_date(metadata['notice_created'])} |",
+            f"| **Updated** | {updated_display} |",
+            "",
+        ]
+    )
+
+
+def _source_read(app, docname: str, source: list[str]) -> None:
+    raw = source[0]
+    if docname.startswith("notices/") and Path(docname).name[:3] in {"rdn", "rgn", "rsn"}:
+        post = frontmatter.loads(raw)
+        raw = _notice_header(post.metadata) + post.content
+    template = app.rapids_portal_jinja.from_string(raw)
+    source[0] = template.render(_context(app))
+
+
+def _rss_date(value) -> str:
+    parsed = _date(value)
+    if parsed.tzinfo is None:
+        parsed = parsed.replace(tzinfo=UTC)
+    return email.utils.format_datetime(parsed)
+
+
+def _build_rss(app, exception) -> None:
+    if exception is not None or app.builder.name not in {"html", "dirhtml"}:
+        return
+    data = app.rapids_portal_data
+    ElementTree.register_namespace("atom", "http://www.w3.org/2005/Atom")
+    rss = ElementTree.Element("rss", version="2.0")
+    channel = ElementTree.SubElement(rss, "channel")
+    ElementTree.SubElement(channel, "title").text = "NVIDIA RAPIDS Documentation - Notices"
+    ElementTree.SubElement(
+        channel, "description"
+    ).text = "Notices communicate and document changes in RAPIDS for contributors, developers, users, and the community."
+    ElementTree.SubElement(channel, "link").text = "https://docs.rapids.ai/notices/"
+    ElementTree.SubElement(
+        channel,
+        "{http://www.w3.org/2005/Atom}link",
+        href="https://docs.rapids.ai/notices/feed.xml",
+        rel="self",
+        type="application/rss+xml",
+    )
+    now = email.utils.format_datetime(datetime.now(UTC))
+    ElementTree.SubElement(channel, "pubDate").text = now
+    ElementTree.SubElement(channel, "lastBuildDate").text = now
+    ElementTree.SubElement(channel, "generator").text = "Sphinx"
+
+    for notice in sorted(data["notices"], key=_notice_date, reverse=True):
+        item = ElementTree.SubElement(channel, "item")
+        ElementTree.SubElement(item, "title").text = str(notice["title"])
+        output_path = Path(app.outdir) / notice["docname"] / "index.html"
+        if output_path.exists():
+            soup = BeautifulSoup(output_path.read_text(), "html.parser")
+            article = soup.select_one("article.bd-article") or soup.select_one("main")
+            description = article.decode_contents() if article else notice["body"]
+        else:
+            description = notice["body"]
+        ElementTree.SubElement(item, "description").text = html.unescape(description)
+        published = notice.get("notice_updated") or notice["notice_created"]
+        ElementTree.SubElement(item, "pubDate").text = _rss_date(published)
+        url = f"https://docs.rapids.ai/notices/{Path(notice['docname']).name}/"
+        ElementTree.SubElement(item, "link").text = url
+        ElementTree.SubElement(item, "guid", isPermaLink="true").text = url
+        for category in [*notice.get("tags", []), *notice.get("categories", [])]:
+            ElementTree.SubElement(item, "category").text = str(category)
+
+    output = Path(app.outdir) / "notices" / "feed.xml"
+    output.parent.mkdir(parents=True, exist_ok=True)
+    ElementTree.ElementTree(rss).write(output, encoding="utf-8", xml_declaration=True)
+
+
+def _copy_portal_files(app, exception) -> None:
+    """Copy trees whose root paths are part of the published site interface."""
+    if exception is not None or app.builder.name not in {"html", "dirhtml"}:
+        return
+    source_dir = _source_dir(app)
+    output_dir = Path(app.outdir)
+    for directory in ("assets", "licenses"):
+        shutil.copytree(
+            source_dir / directory,
+            output_dir / directory,
+            dirs_exist_ok=True,
+        )
+    for filename in ("LICENSE", "SECURITY.md"):
+        shutil.copy2(source_dir.parent / filename, output_dir / filename)
+
+    # ``dirhtml`` correctly creates pretty URLs everywhere except the hosting
+    # platform's required top-level error document. sphinx-notfound-page has
+    # already rewritten this page's resource and navigation links as absolute.
+    shutil.copy2(output_dir / "404" / "index.html", output_dir / "404.html")
+
+
+def setup(app):
+    app.connect("builder-inited", _builder_inited)
+    app.connect("source-read", _source_read)
+    app.connect("build-finished", _build_rss)
+    app.connect("build-finished", _copy_portal_files)
+    return {"version": "1.0", "parallel_read_safe": False, "parallel_write_safe": True}
diff --git a/favicon.ico b/favicon.ico
deleted file mode 100644
index cf20c489d7cdc055dc49d2aee7fe8721d166d35d..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 358
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z9UNbByE@DBcQ6UVk)dgfJ|P+{0EmVVv`BdcACSZa0RY1`bYCI<mO36wuP^{03ZU}@
z<523bFLs3i)0;cb5cZ@VWIQDo06+r0CiLG07_`#IKY2n>X8&Ew9{>OV07*qoM6N<$
Eg4yJc^8f$<

diff --git a/index.md b/index.md
deleted file mode 100644
index 1a3f9961c4e..00000000000
--- a/index.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-layout: default
-title: Home
-nav_order: 1
-description: |
-  A collection of all the documentation for RAPIDS. Whether you're new to RAPIDS, looking to contribute, or are a part of the RAPIDS team, the docs here will help guide you.
----
-
-# RAPIDS Documentation and Resources
-{: .fs-8 }
-
-This site serves to unify the documentation for RAPIDS. Whether you're new to RAPIDS, looking to contribute, or are a part of the RAPIDS team, the docs here will help guide you. Visit [RAPIDS.ai](http://rapids.ai){: target="_blank"} for more information on the overall project.
-{: .fs-6 .fw-300 }
-
-## Sections
-
-[<i class="fa-solid fa-download"></i> Installation Guide]({% link install/index.md %}){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-[<i class="fa-solid fa-list-check"></i> Platform Support]({% link platform-support/index.md %}){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-<br/>
-[<i class="fa-solid fa-file-circle-info"></i> User Guides]({% link user-guide/index.md %}){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-<br/>
-[<i class="fa-solid fa-file-circle-info"></i> API Documentation]({% link api.md %}){: .btn.fs-4 .mb-4 .mb-md-04 .mr-2 }
-[<i class="fa-solid fa-file-circle-info"></i> Visualization Guide]({% link visualization/index.md %}){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-<br/>
-[<i class="fa-solid fa-file-circle-info"></i> Deployment Guides](/deployment/stable/){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-[<i class="fa-solid fa-file-circle-info"></i> Maintainer Documentation]({% link maintainers/index.md %}){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-<br/>
-[<i class="fas fa-bullhorn"></i> RAPIDS Notices]({% link notices/index.md %}){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-[<i class="fab fa-github"></i> RAPIDS GitHub](https://github.com/rapidsai){: .btn.fs-4 .mb-4 .mb-md-4 .mr-2 }
-
----
-
-## Stay Connected
-
-<div class="footer-help-section">
-    {% for i in site.social %}
-        {% assign social = i[1] %}
-        <div class="footer-help-box">
-            <a href=" {{ social.url }}" target="_blank" class="btn"><i class="{{ social.fa-icon-class }}"></i> {{ social.name }}</a>
-        </div>
-    {% endfor %}
-</div>
-
-## Docs Issues or Feedback
-
-[File an issue](https://github.com/rapidsai/docs/issues/new) for any unexpected problems encountered, incorrect information, or general feedback for this documentation site.
diff --git a/maintainers/index.md b/maintainers/index.md
deleted file mode 100644
index 87249a0d111..00000000000
--- a/maintainers/index.md
+++ /dev/null
@@ -1,47 +0,0 @@
----
-layout: default
-title: Maintainer Docs
-nav_order: 6
-has_children: true
----
-
-# RAPIDS Maintainers Docs
-{:.no_toc}
-
-RAPIDS projects use an established set of guidelines and procedures for all projects. These are available for the community to review and provide feedback on.
-{: .fs-6 .fw-300 }
-
-### Intended audience
-
-Developers
-{: .label .label-green}
-
-Project Leads
-{: .label .label-blue}
-
-Operations
-{: .label .label-purple}
-
-## Release v{{ site.data.releases.nightly.version }} Schedule
-
-**NOTE:** *Dates are subject to change at anytime. Completed release schedules are posted [here]({% link releases/schedule.md %}).*
-
-Phase | Start | End | Duration
--- | -- | -- | --
-Development | {{ site.data.releases.nightly.dev.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.dev.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.dev.days }} days
-[Burn Down]({% link releases/process.md %}#burn-down) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest) | {{ site.data.releases.nightly.cudf_burndown.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.cudf_burndown.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.cudf_burndown.days }} days
-[Burn Down]({% link releases/process.md %}#burn-down) (others) | {{ site.data.releases.nightly.other_burndown.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.other_burndown.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.other_burndown.days }} days
-[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest) | {{ site.data.releases.nightly.cudf_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.cudf_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.cudf_codefreeze.days }} days
-[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) (others) | {{ site.data.releases.nightly.other_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.other_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.other_codefreeze.days }} days
-[Release]({% link releases/process.md %}#releasing) | {{ site.data.releases.nightly.release.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.release.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.nightly.release.days }} days
-
-## _PROPOSED_ Release v{{ site.data.releases.next_nightly.version }} Schedule
-
-Phase | Start | End | Duration
--- | -- | -- | --
-Development | {{ site.data.releases.next_nightly.dev.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.dev.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.dev.days }} days
-[Burn Down]({% link releases/process.md %}#burn-down) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest) | {{ site.data.releases.next_nightly.cudf_burndown.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.cudf_burndown.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.cudf_burndown.days }} days
-[Burn Down]({% link releases/process.md %}#burn-down) (others) | {{ site.data.releases.next_nightly.other_burndown.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.other_burndown.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.other_burndown.days }} days
-[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest) | {{ site.data.releases.next_nightly.cudf_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.cudf_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.cudf_codefreeze.days }} days
-[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) (others) | {{ site.data.releases.next_nightly.other_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.other_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.other_codefreeze.days }} days
-[Release]({% link releases/process.md %}#releasing) | {{ site.data.releases.next_nightly.release.start | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.release.end | date: "%a, %b %e, %Y" }} | {{ site.data.releases.next_nightly.release.days }} days
diff --git a/notices/feed.xml b/notices/feed.xml
deleted file mode 100644
index ca243258a2b..00000000000
--- a/notices/feed.xml
+++ /dev/null
@@ -1,32 +0,0 @@
----
-layout:
----
-
-<?xml version="1.0" encoding="UTF-8"?>
-<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
-  <channel>
-    <title>{{ site.title | xml_escape }} - Notices</title>
-    <description>Notices are our means to communicate and document changes in the project to contributors, core developers, users, and the community.</description>
-    <link>{{ "/notices" | absolute_url }}</link>
-    <atom:link href="{{ 'notices/feed.xml' | absolute_url }}" rel="self" type="application/rss+xml"/>
-    <pubDate>{{ site.time | date_to_rfc822 }}</pubDate>
-    <lastBuildDate>{{ site.time | date_to_rfc822 }}</lastBuildDate>
-    <generator>Jekyll v{{ jekyll.version }}</generator>
-    {% assign notices = site.notices | sort: 'notice_updated' | reverse %}
-    {% for post in notices %}
-      <item>
-        <title>{{ post.title | xml_escape }}</title>
-        <description>{{ post.content | xml_escape }}</description>
-        <pubDate>{% if post.notice_updated == null or post.notice_created == post.notice_updated %}{{ post.notice_created | date_to_rfc822 }}{% else %}{{ post.notice_updated | date_to_rfc822 }}{% endif %}</pubDate>
-        <link>{{ post.url | absolute_url }}</link>
-        <guid isPermaLink="true">{{ post.url | absolute_url }}</guid>
-        {% for tag in post.tags %}
-        <category>{{ tag | xml_escape }}</category>
-        {% endfor %}
-        {% for cat in post.categories %}
-        <category>{{ cat | xml_escape }}</category>
-        {% endfor %}
-      </item>
-    {% endfor %}
-  </channel>
-</rss>
diff --git a/notices/index.md b/notices/index.md
deleted file mode 100644
index 86f52868559..00000000000
--- a/notices/index.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-layout: notice-index
-title: RAPIDS Notices
-nav_order: 7
-has_children: true
-has_notice_pin_index: true # shows pinned notices at end
----
-
-# RAPIDS Notices <a href="{{ 'notices/feed.xml' | absolute_url }}"><i class="fas fa-rss" style="font-size: 1rem"></i></a>
-
-Notices are our means to communicate and document changes in the project to contributors, core developers, users, and the community.
-{: .fs-6 .fw-300 }
-
-## Notice Types
-
-Type | Code | Intended Audience | Purpose
---- | --- | --- | ---
-[RAPIDS Developer Notice]({% link notices/rdn/index.md %}) | **RDN** | Contributors & Core Developers | Communicate updates to development processes
-[RAPIDS General Notice]({% link notices/rgn/index.md %}) | **RGN** | Everyone | Project wide announcements and updates, including breaking changes
-[RAPIDS Support Notice]({% link notices/rsn/index.md %}) | **RSN** | Everyone | Updates on RAPIDS support for specific versions of CUDA, Python, OS, platforms, and compilers
diff --git a/notices/rdn/index.md b/notices/rdn/index.md
deleted file mode 100644
index 38a534ebb26..00000000000
--- a/notices/rdn/index.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-layout: notice-index
-notice_type: rdn
-title: RAPIDS Developer Notices
-nav_order: 1
-has_children: true
-parent: RAPIDS Notices
-has_notice_index: true # shows list of notices for this 'notice_type'
----
-
-# RAPIDS Developer Notices
-{:.no_toc}
-
-Index of **RDN** notices targeting RAPIDS contributors and developers about updates to development practices.
-{: .fs-6 .fw-300 }
diff --git a/notices/rgn/index.md b/notices/rgn/index.md
deleted file mode 100644
index de25cd999ec..00000000000
--- a/notices/rgn/index.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-layout: notice-index
-notice_type: rgn
-title: RAPIDS General Notices
-nav_order: 2
-has_children: true
-parent: RAPIDS Notices
-has_notice_index: true # shows list of notices for this 'notice_type'
----
-
-# RAPIDS General Notices
-{:.no_toc}
-
-Index of **RGN** notices targeting **ALL** RAPIDS users for project wide announcements and updates, including breaking changes.
-{: .fs-6 .fw-300 }
diff --git a/notices/rsn/index.md b/notices/rsn/index.md
deleted file mode 100644
index 2978b729d8d..00000000000
--- a/notices/rsn/index.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-layout: notice-index
-notice_type: rsn
-title: RAPIDS Support Notices
-nav_order: 3
-has_children: true
-parent: RAPIDS Notices
-has_notice_index: true # shows list of notices for this 'notice_type'
----
-
-# RAPIDS Support Notices
-{:.no_toc}
-
-Index of **RSN** notices targeting **ALL** RAPIDS users for announcements and updates around RAPIDS support for specific versions of CUDA, Python, OS, platforms, and compilers.
-{: .fs-6 .fw-300 }
diff --git a/platform-support/index.md b/platform-support/index.md
deleted file mode 100644
index 117acf4729e..00000000000
--- a/platform-support/index.md
+++ /dev/null
@@ -1,60 +0,0 @@
----
-layout: default
-title: Platform Support
-nav_order: 3
-description: |
-  RAPIDS platform support matrix showing CUDA, Python, driver, and GPU architecture requirements for each release.
----
-
-# RAPIDS Platform Support
-{: .fs-8 }
-
-RAPIDS libraries are supported on a specific set of platforms for each release. RAPIDS depends on CUDA and Python, and each release is built and tested against specific versions of these dependencies.
-
-RAPIDS uses [CUDA compatibility](https://docs.nvidia.com/deploy/cuda-compatibility/){: target="_blank"} to support a range of CUDA toolkit and driver versions.
-The NVIDIA Developer documentation contains a reference of [Compute Capability](https://developer.nvidia.com/cuda-gpus){: target="_blank"} for each GPU architecture.
-Note that for the list of supported compute capabilities below, newer GPUs are supported via [forward-compatible PTX instructions](https://developer.nvidia.com/blog/understanding-ptx-the-assembly-language-of-cuda-gpu-computing/){: target="_blank"} built for the latest virtual architecture.
-
-For installation instructions, see the [Installation Guide](/install/).
-
-**Releases:** {% for release in site.data.platform_support.releases %}[{{ release.version }}{% if release.nightly %} (nightly){% endif %}](#rapids-{{ release.version | replace: ".", "" }}){% unless forloop.last %}, {% endunless %}{% endfor %}
-
-{% for release in site.data.platform_support.releases %}
----
-
-## RAPIDS {{ release.version }}{% if release.nightly %} (nightly){% endif %}
-
-<div markdown="1" style="margin-left: 1.5em;">
-
-#### <i class="fas fa-desktop"></i> Operating Systems
-{: .fs-5 }
-
-- <i class="fab fa-linux"></i> **Linux (glibc {{ release.glibc_min }}+):** {{ release.cpu_arch | join: ", " }} (tested on {% for os in release.os_support %}{{ os }}{% unless forloop.last %}, {% endunless %}{% endfor %})
-- <i class="fab fa-windows"></i> **Windows:** Supported via [WSL](/install/#wsl2) with a compatible Linux distribution
-
-#### <i class="fab fa-python"></i> Python
-{: .fs-5 }
-
-**{{ release.python | join: ", " }}**
-
-#### <i class="fas fa-microchip"></i> CUDA
-{: .fs-5 }
-
-| | {% for cuda in release.cuda %}CUDA {{ cuda.major }}{% unless forloop.last %} | {% endunless %}{% endfor %} |
-|:--|{% for cuda in release.cuda %}:--|{% endfor %}
-| **Toolkit** | {% for cuda in release.cuda %}{{ cuda.toolkit_min }}{% if cuda.toolkit_min != cuda.toolkit_max %} - {{ cuda.toolkit_max }}{% endif %}{% unless forloop.last %} | {% endunless %}{% endfor %} |
-| **Driver** | {% for cuda in release.cuda %}{{ cuda.driver_min }}+{% unless forloop.last %} | {% endunless %}{% endfor %} |
-| **Compute Capability** | {% for cuda in release.cuda %}{% for cc in cuda.compute_capability %}{{ cc.name }} ({% if cc.sm.first %}{{ cc.sm | join: ", " }}{% else %}{{ cc.sm }}{% endif %}){% unless forloop.last %}, {% endunless %}{% endfor %} or newer{% unless forloop.last %} | {% endunless %}{% endfor %} |
-
-#### <i class="fas fa-hammer"></i> Source Builds
-{: .fs-5 }
-
-| Dependency | Version |
-|:--|:--|
-| **GCC** | {{ release.source_build.gcc }} |
-| **CCCL** | {{ release.source_build.cccl }} |
-| **nvCOMP** | {{ release.source_build.nvcomp }} |
-
-</div>
-
-{% endfor %}
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000000..563146b7cd3
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,44 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+[project]
+name = "rapids-docs"
+version = "0.1.0"
+description = "NVIDIA RAPIDS documentation portal"
+requires-python = ">=3.12"
+dependencies = [
+    "beautifulsoup4>=4.13.0",
+    "boto3>=1.40.0",
+    "html5lib>=1.1",
+    "jinja2>=3.1.0",
+    "myst-parser>=4.0.0",
+    "nvidia-sphinx-theme",
+    "python-dateutil>=2.9.0",
+    "python-frontmatter>=1.1.0",
+    "pyyaml>=6.0.0",
+    "sphinx>=8.2.0,<9",
+    "sphinx-copybutton>=0.5.2",
+    "sphinx-design>=0.6.1",
+    "sphinx-notfound-page>=1.1.0",
+]
+
+[dependency-groups]
+dev = [
+    "pre-commit>=4.2.0",
+    "pytest>=8.4.0",
+    "ruff>=0.12.0",
+]
+
+[tool.ruff]
+line-length = 100
+target-version = "py312"
+
+[tool.ruff.lint]
+select = ["B", "E", "F", "I", "UP"]
+
+[tool.ruff.lint.per-file-ignores]
+"extensions/rapids_docs.py" = ["E501"]
+
+[tool.pytest.ini_options]
+pythonpath = ["."]
+testpaths = ["tests"]
diff --git a/release_checklist.md b/release_checklist.md
deleted file mode 100644
index fce6052c44e..00000000000
--- a/release_checklist.md
+++ /dev/null
@@ -1,7 +0,0 @@
-# Release Checklist
-
-On release day, the following changes need to be made to the site:
-
-- **Update [\_data/releases.json](_data/releases.json)**: Update versions, dates
-- **Update [\_data/docs.yml](_data/docs.yml)**: Verify legacy/stable/nightly versions are enabled/disabled appropriately
-- **Update [releases/schedule.md](releases/schedule.md)**: Update release schedule
diff --git a/releases/index.md b/releases/index.md
deleted file mode 100644
index 94b6a74d387..00000000000
--- a/releases/index.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-layout: default
-title: Release Docs
-parent: Maintainer Docs
-nav_order: 6
-has_children: true
----
-
-# Releases
-{:.no_toc}
-
-Releases are planned using the processes and schedules outlined below.
diff --git a/releases/schedule.md b/releases/schedule.md
deleted file mode 100644
index 72f4989604e..00000000000
--- a/releases/schedule.md
+++ /dev/null
@@ -1,66 +0,0 @@
----
-layout: default
-nav_order: 3
-parent: Release Docs
-grand_parent: Maintainer Docs
-title: Release Schedule
----
-
-### Intended audience
-{:.no_toc}
-
-Community
-{: .label .label-yellow}
-
-Developers
-{: .label .label-green}
-
-Operations
-{: .label .label-purple}
-
-## Table of contents
-{: .no_toc .text-delta }
-
-1. TOC
-{:toc}
-
-## Current release
-
-The current release schedule is posted on the [RAPIDS Maintainers Docs]({% link maintainers/index.md %}) page.
-
-## Completed Releases
-
-Historical list of completed releases
-
-{% for release in site.data.previous_releases %}
-### Release v{{ release.version }} Schedule
-
-{% if release.dev %}
-Phase | Start | End | Duration
--- | -- | -- | --
-Development | {{ release.dev.start | date: "%a, %b %e, %Y" }} | {{ release.dev.end | date: "%a, %b %e, %Y" }} | {{ release.dev.days }} days
-[Burn Down]({% link releases/process.md %}#burn-down){% if release.other_burndown %} (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf){% endif %} | {{ release.cudf_burndown.start | date: "%a, %b %e, %Y" }} | {{ release.cudf_burndown.end | date: "%a, %b %e, %Y" }} | {{ release.cudf_burndown.days }} days
-{% if release.other_burndown %}[Burn Down]({% link releases/process.md %}#burn-down) (others) | {{ release.other_burndown.start | date: "%a, %b %e, %Y" }} | {{ release.other_burndown.end | date: "%a, %b %e, %Y" }} | {{ release.other_burndown.days }} days
-{% endif %}{% if release.cudf_codefreeze %}[Code Freeze/Testing]({% link releases/process.md %}#code-freeze){% if release.other_burndown %} (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf){% endif %} | {{ release.cudf_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ release.cudf_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ release.cudf_codefreeze.days }} days
-[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) (others) | {{ release.other_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ release.other_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ release.other_codefreeze.days }} days
-{% else %}[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) | {{ release.codefreeze.start | date: "%a, %b %e, %Y" }} | {{ release.codefreeze.end | date: "%a, %b %e, %Y" }} | {{ release.codefreeze.days }} days
-{% endif %}[Release]({% link releases/process.md %}#releasing) | {{ release.release.start | date: "%a, %b %e, %Y" }} | {{ release.release.end | date: "%a, %b %e, %Y" }} | {{ release.release.days }} days
-
-{% else %}
-{% if release.date %}
-Phase | Date
--- | --
-Release | {{ release.date | date: "%a, %b %e, %Y" }}
-{% else %}
-Phase | Start | End | Duration
--- | -- | -- | --
-Development (cuDF/RMM{% if release.version >= '23.06' %}/rapids-cmake/{% if release.version <= '24.12' %}cugraph-ops/{% endif %}raft{% endif %}) | {{ release.cudf_dev.start | date: "%a, %b %e, %Y" }} | {{ release.cudf_dev.end | date: "%a, %b %e, %Y" }} | {{ release.cudf_dev.days }} days
-Development (others) | {{ release.other_dev.start | date: "%a, %b %e, %Y" }} | {{ release.other_dev.end | date: "%a, %b %e, %Y" }} | {{ release.other_dev.days }} days
-[Burn Down]({% link releases/process.md %}#burn-down)(cuDF/RMM{% if release.version >= '23.06' %}/rapids-cmake/{% if release.version <= '24.12' %}cugraph-ops/{% endif %}raft{% endif %}) | {{ release.cudf_burndown.start | date: "%a, %b %e, %Y" }} | {{ release.cudf_burndown.end | date: "%a, %b %e, %Y" }} | {{ release.cudf_burndown.days }} days
-[Burn Down]({% link releases/process.md %}#burn-down) (others) | {{ release.other_burndown.start | date: "%a, %b %e, %Y" }} | {{ release.other_burndown.end | date: "%a, %b %e, %Y" }} | {{ release.other_burndown.days }} days
-[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) (cuDF/RMM{% if release.version >= '23.06' %}/rapids-cmake/{% if release.version <= '24.12' %}cugraph-ops/{% endif %}raft{% endif %}) | {{ release.cudf_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ release.cudf_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ release.cudf_codefreeze.days }} days
-[Code Freeze/Testing]({% link releases/process.md %}#code-freeze) (others) | {{ release.other_codefreeze.start | date: "%a, %b %e, %Y" }} | {{ release.other_codefreeze.end | date: "%a, %b %e, %Y" }} | {{ release.other_codefreeze.days }} days
-[Release]({% link releases/process.md %}#releasing) | {{ release.release.start | date: "%a, %b %e, %Y" }} | {{ release.release.end | date: "%a, %b %e, %Y" }} | {{ release.release.days }} days
-{% endif %}
-{% endif %}
-{% endfor %}
diff --git a/resources/index.md b/resources/index.md
deleted file mode 100644
index bd682fec317..00000000000
--- a/resources/index.md
+++ /dev/null
@@ -1,13 +0,0 @@
----
-layout: default
-title: Resources
-parent: Maintainer Docs
-nav_order: 6
-has_children: true
----
-
-# Resources
-{:.no_toc}
-
-Resources and detailed information referenced in other sections of this documentation.
-{: .fs-6 .fw-300 }
diff --git a/scripts/compare_routes.py b/scripts/compare_routes.py
new file mode 100644
index 00000000000..feb6de59d78
--- /dev/null
+++ b/scripts/compare_routes.py
@@ -0,0 +1,157 @@
+#!/usr/bin/env python3
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Compare Sphinx routes, headings, and normalized content with Jekyll."""
+
+from __future__ import annotations
+
+import argparse
+import json
+import re
+import unicodedata
+from collections import Counter
+from pathlib import Path
+
+from bs4 import BeautifulSoup
+
+SOURCE_COMMIT = "b6afa0cbf4ddfc4c0a21f7c79b18631f214fd759"
+MINIMUM_CONTENT_COVERAGE = 0.90
+HEADING_RENAMES = {
+    "/install/": {"jupyterlab.": "jupyterlab"},
+}
+HEADING_OMISSIONS = {
+    "/visualization/": {"note: web hosted vs local hosted chart interaction"},
+}
+
+
+def routes(root: Path) -> set[str]:
+    output = set()
+    for path in root.rglob("index.html"):
+        relative = path.relative_to(root)
+        if relative.parts[0] == "assets":
+            continue
+        route = "/" + "/".join(relative.parts[:-1])
+        output.add(route.rstrip("/") + "/")
+    return output
+
+
+def _page_path(root: Path, route: str) -> Path:
+    if route == "/":
+        return root / "index.html"
+    return root / route.strip("/") / "index.html"
+
+
+def _normalize(value: str) -> str:
+    value = unicodedata.normalize("NFKD", value).lower()
+    value = value.replace("`", "").replace("\u2019", "'").replace("\u2018", "'")
+    value = re.sub(r"\s+#$", "", value)
+    return re.sub(r"\s+", " ", value).strip()
+
+
+def _page_data(path: Path, *, jekyll: bool) -> dict:
+    soup = BeautifulSoup(path.read_text(errors="ignore"), "html.parser")
+    main = soup.select_one("#main-content" if jekyll else "article.bd-article") or soup
+
+    if jekyll:
+        # just-the-docs appends child navigation after the authored content.
+        for heading in list(main.select("h1,h2,h3,h4,h5,h6")):
+            if _normalize(heading.get_text(" ", strip=True)) == "table of contents":
+                for following in list(heading.find_all_next()):
+                    following.decompose()
+                heading.decompose()
+
+    headings = [
+        _normalize(heading.get_text(" ", strip=True))
+        for heading in main.select("h1,h2,h3,h4,h5,h6")
+    ]
+    for element in main.select("script,style,nav,.toc,.headerlink"):
+        element.decompose()
+    text = main.get_text(" ", strip=True)
+    # The Jekyll visualization includes contain malformed en-dash HTML comment
+    # delimiters. Browsers display those license comments as text, while MyST
+    # correctly preserves them as non-visible HTML comments.
+    text = re.sub(
+        r"<![–-]\s*SPDX-FileCopyrightText:.*?SPDX-License-Identifier:\s*Apache-2\.0\s*[–-]>",
+        " ",
+        text,
+        flags=re.IGNORECASE,
+    )
+    text = _normalize(text)
+    words = Counter(re.findall(r"[a-z0-9]+", text))
+    return {"headings": headings, "words": dict(sorted(words.items()))}
+
+
+def _write_manifest(jekyll_site: Path, output: Path) -> None:
+    pages = {
+        route: _page_data(_page_path(jekyll_site, route), jekyll=True)
+        for route in sorted(routes(jekyll_site))
+    }
+    manifest = {"source_commit": SOURCE_COMMIT, "pages": pages}
+    output.parent.mkdir(parents=True, exist_ok=True)
+    output.write_text(json.dumps(manifest, indent=2, sort_keys=True) + "\n")
+    print(f"Recorded {len(pages)} Jekyll pages from {SOURCE_COMMIT}")
+
+
+def _compare(manifest_path: Path, sphinx_site: Path) -> None:
+    manifest = json.loads(manifest_path.read_text())
+    if manifest["source_commit"] != SOURCE_COMMIT:
+        raise SystemExit("Baseline manifest has an unexpected source commit")
+
+    failures = []
+    coverages = []
+    for route, expected in manifest["pages"].items():
+        path = _page_path(sphinx_site, route)
+        if not path.exists():
+            failures.append(f"{route}: route is missing")
+            continue
+
+        actual = _page_data(path, jekyll=False)
+        missing_headings = [
+            heading
+            for heading in expected["headings"]
+            if heading not in HEADING_OMISSIONS.get(route, set())
+            if HEADING_RENAMES.get(route, {}).get(heading, heading) not in actual["headings"]
+        ]
+        if missing_headings:
+            failures.append(f"{route}: missing headings: {', '.join(missing_headings)}")
+
+        expected_words = Counter(expected["words"])
+        actual_words = Counter(actual["words"])
+        coverage = sum((expected_words & actual_words).values()) / sum(expected_words.values())
+        coverages.append((coverage, route))
+        if coverage < MINIMUM_CONTENT_COVERAGE:
+            failures.append(
+                f"{route}: normalized content coverage is {coverage:.1%}, "
+                f"below {MINIMUM_CONTENT_COVERAGE:.0%}"
+            )
+
+    if failures:
+        raise SystemExit("Jekyll parity validation failed:\n- " + "\n- ".join(failures))
+
+    minimum, minimum_route = min(coverages)
+    print(
+        f"Validated {len(manifest['pages'])} Jekyll routes and headings; "
+        f"minimum normalized content coverage is {minimum:.1%} ({minimum_route})"
+    )
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("baseline", type=Path)
+    parser.add_argument("sphinx", type=Path)
+    parser.add_argument(
+        "--write",
+        action="store_true",
+        help="write a baseline manifest from a Jekyll site instead of comparing",
+    )
+    args = parser.parse_args()
+
+    if args.write:
+        _write_manifest(args.baseline, args.sphinx)
+    else:
+        _compare(args.baseline, args.sphinx)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/migrate_from_jekyll.py b/scripts/migrate_from_jekyll.py
new file mode 100644
index 00000000000..92db14b2086
--- /dev/null
+++ b/scripts/migrate_from_jekyll.py
@@ -0,0 +1,137 @@
+#!/usr/bin/env python3
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""One-time content migration from the pinned RAPIDS Jekyll snapshot."""
+
+from __future__ import annotations
+
+import re
+import shutil
+import sys
+from pathlib import Path
+
+SOURCE = Path(sys.argv[1] if len(sys.argv) > 1 else "/tmp/rapidsai-docs-jekyll-upstream-main")
+DESTINATION = Path(__file__).resolve().parents[1] / "source"
+
+
+def split_front_matter(text: str) -> tuple[str, str]:
+    if not text.startswith("---\n"):
+        return "", text
+    _, front_matter, body = text.split("---\n", 2)
+    return front_matter, body.lstrip("\n")
+
+
+def title_from_front_matter(front_matter: str) -> str:
+    match = re.search(r'^title:\s*["\']?(.*?)["\']?\s*$', front_matter, re.MULTILINE)
+    return match.group(1) if match else ""
+
+
+def route_for(source_path: str) -> str:
+    path = Path(source_path)
+    if path.suffix == ".md":
+        path = path.with_suffix("")
+    parts = list(path.parts)
+    if parts and parts[-1] == "index":
+        parts.pop()
+    route = "/" + "/".join(parts)
+    return route.rstrip("/") + "/" if route != "/" else route
+
+
+def convert_labels(lines: list[str]) -> list[str]:
+    colors = {
+        "yellow": "warning",
+        "green": "success",
+        "blue": "info",
+        "purple": "primary",
+    }
+    converted: list[str] = []
+    for line in lines:
+        match = re.fullmatch(
+            r"\{:\s*\.label\s+\.label-(yellow|green|blue|purple)\s*}", line.strip()
+        )
+        if match and converted:
+            label = converted.pop().strip()
+            converted.append(f"{{bdg-{colors[match.group(1)]}}}`{label}`")
+            continue
+        if re.fullmatch(r"\{:\s*[^}]*}", line.strip()):
+            continue
+        converted.append(line)
+    return converted
+
+
+def convert_markdown(text: str, title: str) -> str:
+    text = text.replace("{% raw %}\n", "").replace("{% endraw %}\n", "")
+    text = text.replace("{{ page.title }}", title)
+    text = text.replace(
+        "{{ site.data.releases.stable.version }}", "<<! releases.stable.version !>>"
+    )
+    text = text.replace(
+        "{{ site.data.releases.nightly.version }}", "<<! releases.nightly.version !>>"
+    )
+    text = text.replace("{{ site.social.slack.url }}", "https://rapids.ai/slack-invite")
+    text = text.replace("{{ 'notices/feed.xml' | absolute_url }}", "/notices/feed.xml")
+    text = re.sub(
+        r"\{%\s*link\s+([^%]+?)\s*%}",
+        lambda match: route_for(match.group(1).strip()),
+        text,
+    )
+    text = re.sub(r'\{:\s*target="_blank"\s*}', "", text)
+    text = re.sub(
+        r"\{%\s*include\s+([A-Za-z0-9_.-]+)\.html(?:\s+[^%]*)?%}",
+        lambda match: f'[% include "_includes/{match.group(1)}.html" %]',
+        text,
+    )
+    text = "\n".join(convert_labels(text.splitlines())) + "\n"
+    text = re.sub(r"\n1\. TOC\n(?:\n)?", "\n", text)
+    return text
+
+
+def migrate_page(relative_path: Path) -> None:
+    source_path = SOURCE / relative_path
+    front_matter, body = split_front_matter(source_path.read_text())
+    title = title_from_front_matter(front_matter)
+    converted = convert_markdown(body, title)
+    destination = DESTINATION / relative_path
+    destination.parent.mkdir(parents=True, exist_ok=True)
+    destination.write_text(converted)
+
+
+def migrate_notice(source_path: Path) -> None:
+    front_matter, body = split_front_matter(source_path.read_text())
+    converted = convert_markdown(body, title_from_front_matter(front_matter))
+    destination = DESTINATION / "notices" / source_path.name
+    destination.parent.mkdir(parents=True, exist_ok=True)
+    destination.write_text(f"---\n{front_matter}---\n\n{converted}")
+
+
+def main() -> None:
+    for filename in ["404.md", "SECURITY.md", "api.md", "index.md"]:
+        migrate_page(Path(filename))
+
+    for directory in [
+        "contributing",
+        "install",
+        "maintainers",
+        "notices",
+        "platform-support",
+        "releases",
+        "resources",
+        "user-guide",
+        "visualization",
+    ]:
+        for source_path in sorted((SOURCE / directory).rglob("*.md")):
+            migrate_page(source_path.relative_to(SOURCE))
+
+    for source_path in sorted((SOURCE / "_notices").glob("*.md")):
+        migrate_notice(source_path)
+
+    for directory in ["licenses"]:
+        target = DESTINATION / directory
+        if target.exists():
+            shutil.rmtree(target)
+        shutil.copytree(SOURCE / directory, target)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/validate_site.py b/scripts/validate_site.py
new file mode 100644
index 00000000000..ce64c0e1ae0
--- /dev/null
+++ b/scripts/validate_site.py
@@ -0,0 +1,118 @@
+#!/usr/bin/env python3
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Validate the rendered RAPIDS portal and optional assembled documentation tree."""
+
+from __future__ import annotations
+
+import argparse
+from pathlib import Path
+from xml.etree import ElementTree
+
+ROOT = Path(__file__).resolve().parents[1]
+SOURCE_NOTICES = ROOT / "source" / "notices"
+
+REQUIRED_PAGES = [
+    "index.html",
+    "LICENSE",
+    "SECURITY.md",
+    "404.html",
+    "api/index.html",
+    "contributing/index.html",
+    "install/index.html",
+    "maintainers/index.html",
+    "notices/index.html",
+    "notices/rdn/index.html",
+    "notices/rgn/index.html",
+    "notices/rsn/index.html",
+    "notices/feed.xml",
+    "platform-support/index.html",
+    "releases/schedule/index.html",
+    "resources/index.html",
+    "user-guide/index.html",
+    "visualization/index.html",
+    "assets/css/custom_nvidia.css",
+    "assets/js/custom.js",
+    "licenses/CubinLinker.txt",
+    "licenses/cugraph-ops-EULA.txt",
+]
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("site", type=Path)
+    parser.add_argument("--full", action="store_true")
+    args = parser.parse_args()
+
+    missing = [relative for relative in REQUIRED_PAGES if not (args.site / relative).exists()]
+    notice_ids = sorted(path.stem for path in SOURCE_NOTICES.glob("r[dgs]n[0-9][0-9][0-9][0-9].md"))
+    notice_pages = list((args.site / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9]/index.html"))
+    if len(notice_pages) != len(notice_ids):
+        missing.append(f"expected {len(notice_ids)} notice pages, found {len(notice_pages)}")
+
+    feed = ElementTree.parse(args.site / "notices" / "feed.xml")
+    feed_items = feed.findall("./channel/item")
+    if len(feed_items) != len(notice_ids):
+        missing.append(f"expected {len(notice_ids)} RSS items, found {len(feed_items)}")
+
+    search_index = (args.site / "searchindex.js").read_text(errors="ignore")
+    missing_search_notices = [
+        notice_id for notice_id in notice_ids if f"notices/{notice_id}" not in search_index
+    ]
+    if missing_search_notices:
+        missing.append(f"{len(missing_search_notices)} individual notices are absent from search")
+
+    home = (args.site / "index.html").read_text(errors="ignore")
+    required_branding = [
+        "nvidia-logo-horiz",
+        "https://github.com/rapidsai/docs",
+        "018e2d71-40f3-7e89-90b8-e10ec6012ab0-test",
+        "assets.adobedtm.com",
+        "fa-download",
+        "fa-list-check",
+        "fa-book",
+        "fa-code",
+        "fa-chart-bar",
+        "fa-cloud",
+        "fa-wrench",
+        "fa-bullhorn",
+        'class="fab fa-github"',
+        "fa-slack",
+        "fa-stack-overflow",
+    ]
+    missing.extend(
+        f"home page branding/telemetry: {value}" for value in required_branding if value not in home
+    )
+    if "fa-twitter" in home or "fa-x-twitter" in home:
+        missing.append("Twitter/X icon remains on the home page")
+
+    analytics = (args.site / "_static" / "js" / "portal-analytics.js").read_text()
+    if "G-DLJNCEWKZD" not in analytics or "_satellite.pageBottom" not in analytics:
+        missing.append("GA4 or Adobe page-bottom telemetry is missing")
+
+    # Theme packages contain unrendered Jinja macro files under ``_static``;
+    # only rendered site pages should be checked for legacy Liquid syntax.
+    html_files = [path for path in args.site.rglob("*.html") if "_static" not in path.parts]
+    stale_liquid = [path for path in html_files if "{%" in path.read_text(errors="ignore")]
+    if stale_liquid:
+        missing.append(f"Liquid syntax remains in {len(stale_liquid)} rendered files")
+
+    if args.full:
+        full_paths = [
+            "api/cudf/stable",
+            "api/cudf/latest",
+            "api/cudf/nightly",
+            "deployment/stable/index.html",
+            "deployment/nightly/index.html",
+        ]
+        missing.extend(relative for relative in full_paths if not (args.site / relative).exists())
+
+    if missing:
+        raise SystemExit("Site validation failed:\n- " + "\n- ".join(missing))
+
+    print(f"Validated {len(html_files)} HTML files and {len(notice_pages)} notices")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/404.md b/source/404.md
similarity index 67%
rename from 404.md
rename to source/404.md
index 1b788d5795e..236231eb33b 100644
--- a/404.md
+++ b/source/404.md
@@ -1,9 +1,6 @@
 ---
-layout: default
-permalink: /404.html
-nav_exclude: true
+orphan: true
 ---
-
 # Page Not Found
 
 We could not find the page you were looking for.
@@ -12,9 +9,9 @@ We could not find the page you were looking for.
   if (window.location.pathname.match(/^\/api.*/)) {
     var redirectEl = document.createElement("p");
     redirectEl.innerHTML = "Redirecting you to the latest documentation in 5 seconds..."
-    document.getElementById("main-content").appendChild(redirectEl);
+    (document.querySelector("article") || document.body).appendChild(redirectEl);
     setTimeout(function() {
-      window.location.href = '/api';
+      window.location.href = '/api/';
     }, 5000);
   }
 </script>
diff --git a/source/SECURITY.md b/source/SECURITY.md
new file mode 100644
index 00000000000..8c72c173967
--- /dev/null
+++ b/source/SECURITY.md
@@ -0,0 +1,44 @@
+---
+orphan: true
+---
+# Security
+
+## Reporting Security Issues
+
+```{warning}
+Do not report security vulnerabilities through public GitHub issues!
+```
+
+Instead, please submit a private vulnerability report, see below.
+
+## Reporting a Vulnerability
+
+1. **NVIDIA Vulnerability Disclosure Program (preferred)**
+   Submit through the NVIDIA Product Security Incident Response Team (PSIRT) web form (<https://www.nvidia.com/en-us/security/report-vulnerability/>)
+   This is the fastest path to triage and tracking.
+
+2. **Email NVIDIA PSIRT**
+   `psirt@nvidia.com` — encrypt sensitive reports with the
+   [NVIDIA PSIRT PGP key](https://www.nvidia.com/en-us/security/pgp-key).
+
+3. **GitHub Private Vulnerability Reporting**
+   Use the **Security and quality** tab on this repository → *Report a vulnerability*.
+
+## Report Details
+
+We prefer all communications to be in English.
+
+Reports should include the following:
+
+* reproducible example showing how the vulnerability can be exploited
+* statement about the impact (including affected versions)
+
+And we'd appreciate if they also include:
+
+* statement about whether you are interested in implementing the fix yourself
+
+## Disclosure Policy
+
+NVIDIA PSIRT will acknowledge receipt and coordinate triage, fix development, and coordinated disclosure.
+
+More on NVIDIA's response process: <https://www.nvidia.com/en-us/security/psirt-policies/>.
diff --git a/_data/docs.yml b/source/_data/docs.yml
similarity index 99%
rename from _data/docs.yml
rename to source/_data/docs.yml
index 939c48953e9..4e11f9e83e7 100644
--- a/_data/docs.yml
+++ b/source/_data/docs.yml
@@ -152,7 +152,7 @@ apis:
     cllink: https://github.com/rapidsai/ucxx/blob/main/CHANGELOG.md
     versions:
       # enable or disable links; 0 = disabled, 1 = enabled
-      # TODO: enable 'legacy' once ucxx legacy version moves to 0.46 in `_data/releases.json`
+      # TODO: enable 'legacy' once ucxx legacy version moves to 0.46 in `source/_data/releases.json`
       legacy: 0
       stable: 1
       nightly: 1
diff --git a/_data/platform_support.yml b/source/_data/platform_support.yml
similarity index 100%
rename from _data/platform_support.yml
rename to source/_data/platform_support.yml
diff --git a/_data/previous_releases.json b/source/_data/previous_releases.json
similarity index 100%
rename from _data/previous_releases.json
rename to source/_data/previous_releases.json
diff --git a/_data/releases.json b/source/_data/releases.json
similarity index 100%
rename from _data/releases.json
rename to source/_data/releases.json
diff --git a/_includes/bokeh.html b/source/_includes/bokeh.html
similarity index 99%
rename from _includes/bokeh.html
rename to source/_includes/bokeh.html
index 60141c38b3c..0db103944bd 100644
--- a/_includes/bokeh.html
+++ b/source/_includes/bokeh.html
@@ -15,7 +15,7 @@
         Bokeh.safely(function () {
           (function (root) {
             function embed_document(root) {
-              const docs_json = document.getElementById('12280').textContent;
+              const docs_json = root.rapidsStackPanelPanes(document.getElementById('12280').textContent);
               const render_items = [{ "docid": "be8ea7fa-c482-4932-a1a7-5c9577aec07d", "root_ids": ["9175", "9216"], "roots": { "9175": "1bd788b2-2761-45b2-ae08-2caece4b658e", "9216": "6035a5f3-9a74-444c-a581-c1fdfdc020b4" } }];
               root.Bokeh.embed.embed_items(docs_json, render_items);
             }
diff --git a/_includes/datashader.html b/source/_includes/datashader.html
similarity index 99%
rename from _includes/datashader.html
rename to source/_includes/datashader.html
index 6225c62d915..8032ded0acb 100644
--- a/_includes/datashader.html
+++ b/source/_includes/datashader.html
@@ -15,7 +15,7 @@
         Bokeh.safely(function () {
           (function (root) {
             function embed_document(root) {
-              const docs_json = document.getElementById('8788').textContent;
+              const docs_json = root.rapidsStackPanelPanes(document.getElementById('8788').textContent);
               const render_items = [{ "docid": "ad2f45c0-da49-4f5b-be5f-3406fce1fc1e", "root_ids": ["8756", "8768"], "roots": { "8756": "cf6d710b-1908-4b9d-9787-ff5f9bb4ad79", "8768": "cfb375e0-fabb-4d61-a429-60051184efd6" } }];
               root.Bokeh.embed.embed_items(docs_json, render_items);
             }
diff --git a/_includes/holoviews.html b/source/_includes/holoviews.html
similarity index 99%
rename from _includes/holoviews.html
rename to source/_includes/holoviews.html
index a9fa78f184c..1b745794deb 100644
--- a/_includes/holoviews.html
+++ b/source/_includes/holoviews.html
@@ -15,7 +15,7 @@
         Bokeh.safely(function () {
           (function (root) {
             function embed_document(root) {
-              const docs_json = document.getElementById('4808').textContent;
+              const docs_json = root.rapidsStackPanelPanes(document.getElementById('4808').textContent);
               const render_items = [{ "docid": "3da20d72-bb10-4dad-8c67-9770ce102c17", "root_ids": ["1002", "1078"], "roots": { "1002": "b48c307e-9b2d-4ab7-9c71-fbce2a52bf4d", "1078": "ef5a0967-6748-4ecf-88c9-f5ba27a4dab0" } }];
               root.Bokeh.embed.embed_items(docs_json, render_items);
             }
diff --git a/_includes/hvplot.html b/source/_includes/hvplot.html
similarity index 99%
rename from _includes/hvplot.html
rename to source/_includes/hvplot.html
index 57fd369e6c2..7c8660ae86e 100644
--- a/_includes/hvplot.html
+++ b/source/_includes/hvplot.html
@@ -15,7 +15,7 @@
         Bokeh.safely(function () {
           (function (root) {
             function embed_document(root) {
-              const docs_json = document.getElementById('8755').textContent;
+              const docs_json = root.rapidsStackPanelPanes(document.getElementById('8755').textContent);
               const render_items = [{ "docid": "b0727922-be35-4515-982e-b49ca8fa100b", "root_ids": ["4809", "4887"], "roots": { "4809": "b1afe886-1efe-473f-b5b3-b36a7f08c990", "4887": "2d8c4606-21c2-4451-a7e4-8bcd373c50d6" } }];
               root.Bokeh.embed.embed_items(docs_json, render_items);
             }
diff --git a/_includes/plotly.html b/source/_includes/plotly.html
similarity index 99%
rename from _includes/plotly.html
rename to source/_includes/plotly.html
index c1017fd5511..47cc22d91d4 100644
--- a/_includes/plotly.html
+++ b/source/_includes/plotly.html
@@ -15,7 +15,7 @@
         Bokeh.safely(function () {
           (function (root) {
             function embed_document(root) {
-              const docs_json = document.getElementById('9134').textContent;
+              const docs_json = root.rapidsStackPanelPanes(document.getElementById('9134').textContent);
               const render_items = [{ "docid": "976422fb-2b0d-45f8-81cc-46a6add76aa7", "root_ids": ["8789", "8804"], "roots": { "8789": "ec437eae-b74d-4042-8f47-2da685fda62f", "8804": "565aef76-d9e0-425e-805e-6d78328e3e90" } }];
               root.Bokeh.embed.embed_items(docs_json, render_items);
             }
diff --git a/_includes/seaborn.html b/source/_includes/seaborn.html
similarity index 99%
rename from _includes/seaborn.html
rename to source/_includes/seaborn.html
index bdfb8f53fce..eb7b4a2736e 100644
--- a/_includes/seaborn.html
+++ b/source/_includes/seaborn.html
@@ -15,7 +15,7 @@
         Bokeh.safely(function () {
           (function (root) {
             function embed_document(root) {
-              const docs_json = document.getElementById('12346').textContent;
+              const docs_json = root.rapidsStackPanelPanes(document.getElementById('12346').textContent);
               const render_items = [{ "docid": "fb398535-f4eb-4012-b6fe-cc28dce90368", "root_ids": ["12281", "12293"], "roots": { "12281": "97a50a14-c50a-4103-8735-b007cde7a0fe", "12293": "bc6f7339-30dc-44ba-a622-1960b0855426" } }];
               root.Bokeh.embed.embed_items(docs_json, render_items);
             }
diff --git a/_includes/selector.html b/source/_includes/selector.html
similarity index 90%
rename from _includes/selector.html
rename to source/_includes/selector.html
index 6bf2875a5ee..8d0a8274fb2 100644
--- a/_includes/selector.html
+++ b/source/_includes/selector.html
@@ -10,15 +10,45 @@
     }
 
     .selector-bg {
-        background-color: #9943ff;
-        padding: 1rem;
-        border-radius: 5px;
+        background: var(--pst-color-surface);
+        border: 1px solid var(--pst-color-border);
+        border-top: 4px solid var(--nv-color-green);
+        border-radius: 0.25rem;
+        box-shadow: 0 0.125rem 0.5rem color-mix(in srgb, var(--pst-color-shadow) 55%, transparent);
+        padding: 1.5rem;
     }
 
     .selector .options-section {
         display: flex;
         flex-direction: row;
         flex-wrap: nowrap;
+        margin-bottom: 0.35rem;
+    }
+
+    .selector .options-section-additional {
+        display: grid;
+        grid-template-columns: 7em repeat(4, minmax(0, 1fr));
+        gap: 0.4rem;
+        margin: 0.55rem 0 0.75rem;
+    }
+
+    .selector .options-section-additional .option-label {
+        align-self: center;
+        grid-row: span 2;
+        margin: 0 0.75em 0 0;
+        width: auto;
+    }
+
+    .selector .options-section-additional .option {
+        align-items: center;
+        display: flex;
+        font-size: 0.9rem;
+        justify-content: center;
+        line-height: 1.25;
+        margin: 0;
+        min-height: 2.35rem;
+        padding: 0.35rem 0.45rem;
+        text-align: center;
     }
 
     .selector .options-section-specific {
@@ -30,54 +60,59 @@
     }
 
     .selector .options .option-label {
-        color: white;
-        width: 6em;
+        color: var(--pst-color-text-base);
+        width: 7em;
         text-transform: uppercase;
-        font-weight: 600;
-        margin-top: 0.6em;
-        margin-right: 0.6em;
+        font-size: 0.875rem;
+        font-weight: 700;
+        letter-spacing: 0.025em;
+        margin-top: 0.65em;
+        margin-right: 0.75em;
         text-align: right;
     }
 
     .selector .options .option {
-        background: #e3e3e3;
-        color: #3c3c3c;
+        background: var(--pst-color-background);
+        border: 1px solid var(--pst-color-border);
+        color: var(--pst-color-text-base);
         flex: 1 1;
         margin: 0.2em;
-        padding: 0.3em;
+        padding: 0.45em 0.55em;
         cursor: pointer;
         line-height: 1.5em;
-        box-shadow: 2px 2px 2px rgba(10, 10, 10, 0.4);
-        border-radius: 2px;
+        box-shadow: none;
+        border-radius: 0.25rem;
     }
 
     .selector .options .option:hover,
-    .selector .options .option.active:hover,
     .cmd-button:hover {
-        background: #ffb500;
-        box-shadow: 1px 1px 0px rgba(10, 10, 10, 0.7);
-        -webkit-transition: background-color 0.3s ease-in-out;
-        -moz-transition: background-color 0.3s ease-in-out;
-        -o-transition: background-color 0.3s ease-in-out;
-        transition: background-color 0.3s ease-in-out;
-        transition: box-shadow 0.1s ease-in-out;
+        background: color-mix(in srgb, var(--nv-color-green) 18%, var(--pst-color-background));
+        border-color: var(--nv-color-green);
+        box-shadow: none;
+        transition: background-color 0.15s ease-in-out, border-color 0.15s ease-in-out;
+    }
+
+    .selector .options .option.active:hover {
+        background: var(--nv-color-green);
+        border-color: var(--nv-color-green-2);
     }
 
     .selector .options .option:active,
     .selector .options .option.active:active,
     .cmd-button:active {
-        color: #9943ff;
+        color: var(--pst-color-text-base);
     }
 
     .selector .options .note code {
-        background: #e3e3e3;
-        color: #000000;
+        background: var(--pst-color-background);
+        border: 1px solid var(--pst-color-border-muted);
+        color: var(--pst-color-text-base);
         padding: 0.08em 0.15em;
         border-radius: 4px;
     }
 
     .selector .options .option-blank {
-        color: white;
+        color: var(--pst-color-text-base);
         flex: 1 1;
         margin: 0.2em;
         padding: 0.3em;
@@ -94,12 +129,13 @@
     }
 
     .selector .options .option-notice {
-        color: #e0e0e0;
+        color: var(--pst-color-text-base);
         flex: 1 1;
         margin: 0.2em;
         padding: 0.3em;
         line-height: 1.5em;
-        background: #424242;
+        background: var(--pst-color-background);
+        border-left: 4px solid var(--nv-color-green);
     }
 
     .selector .options .option-notice span {
@@ -126,22 +162,26 @@
     }
 
     .selector .options .active {
-        background: #36c9dd;
-        font-weight: 600;
-        color: #424242;
+        background: var(--nv-color-green);
+        border-color: var(--nv-color-green-2);
+        color: #1a1a1a;
+        font-weight: 700;
     }
 
     .selector .options .active.advanced {
-        background: #ffb500;
-        font-weight: 600;
-        color: #424242;
+        background: var(--nv-color-green);
+        border-color: var(--nv-color-green-2);
+        color: #1a1a1a;
+        font-weight: 700;
     }
 
     .selector .options .disabled,
     .selector .options .perm-disabled {
-        background: #a785e7 !important;
-        color: #706880;
+        background: var(--pst-color-surface) !important;
+        border-color: var(--pst-color-border-muted);
+        color: var(--pst-color-text-muted);
         cursor: not-allowed;
+        opacity: 0.65;
     }
 
     .cmd {
@@ -150,33 +190,42 @@
     }
 
     .cmd-label {
-        color: white;
-        width: 6em;
+        color: var(--pst-color-text-base);
+        width: 7em;
         text-transform: uppercase;
-        font-weight: 600;
+        font-size: 0.875rem;
+        font-weight: 700;
+        letter-spacing: 0.025em;
         margin-top: 1rem;
-        margin-right: 0.6em;
+        margin-right: 0.75em;
         vertical-align: top;
         text-align: right
     }
 
     .cmd-box {
+        border: 1px solid var(--pst-color-border);
         cursor: text;
         overflow: auto;
-        width: calc(100% - 6em);
+        width: calc(100% - 7em);
         border-radius: 4px;
     }
 
+    .cmd-box pre {
+        margin: 0;
+    }
+
     .cmd-button {
-        background: #e3e3e3;
+        background: var(--pst-color-background);
+        border: 1px solid var(--pst-color-primary);
         border-radius: 0.3rem;
-        color: #3c3c3c;
+        color: var(--pst-color-text-base);
         flex: 1 1;
         margin: 0.5em;
         padding: 0.6em;
         cursor: pointer;
         line-height: 1.5em;
-        box-shadow: 2px 2px 2px rgb(10 10 10 / 40%);
+        box-shadow: none;
+        text-decoration: none;
     }
 
     .hidden {
@@ -214,7 +263,7 @@
     }
 
     .selector .option.active .fas {
-        color: #3c3c3c;
+        color: #1a1a1a;
     }
 
     .option-note {
@@ -297,7 +346,7 @@
                                 class="option" x-text="package"></div>
                         </template>
                     </div>
-                    <div class="options-section">
+                    <div class="options-section options-section-additional">
                         <div class="option-label">Additional Packages</div>
                         <template x-for="package in additional_packages">
                             <div x-on:click="(e) => additionalPackagesClickHandler(e, package)"
@@ -401,15 +450,15 @@
             note_prefix: "<i class='fas fa-info-circle text-blue'></i>",
             rapids_meta_pkgs: ["cuDF", "cuML", "cuGraph", "nx-cugraph", "cuxfilter", "cuCIM", "RAFT", "cuVS"],
             getStableVersion() {
-                return "{{ site.data.releases.stable.version }}";
+                return "<<! releases.stable.version !>>";
             },
             getNightlyVersion() {
-                return "{{ site.data.releases.nightly.version }}";
+                return "<<! releases.nightly.version !>>";
             },
             getMethodHTML(method) {
-                var icon_class = "box-open fas";
-                if (method.includes("Docker")) icon_class = "regular fa-container-storage";
-                return method + "&nbsp;<i class='fa-" + icon_class + "'></i>";
+                var icon_class = "fa-solid fa-box-open";
+                if (method.includes("Docker")) icon_class = "fa-brands fa-docker";
+                return method + "&nbsp;<i class='" + icon_class + "'></i>";
             },
             getPackageHTML(pkg) {
 
@@ -556,7 +605,7 @@
                 // This has duplicate code, but makes for easier edits in the future
                 if (this.active_release === "Stable") {
                     index_url = `--${this.highlightFlag("extra-index-url")}=https://pypi.nvidia.com`;
-                    var version = this.removeLeadingZeros("{{ site.data.releases.stable.version }}");
+                    var version = this.removeLeadingZeros("<<! releases.stable.version !>>");
                     cuda_suffix = cuda_suffix + `==${version}.*`;
                     var libraryToPkg = (pkg) => {
                         pkg = pkg.toLowerCase();
@@ -568,7 +617,7 @@
                 }
                 else {
                     index_url = `--${this.highlightFlag("extra-index-url")}=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple`;
-                    var version = this.removeLeadingZeros("{{ site.data.releases.nightly.version }}")
+                    var version = this.removeLeadingZeros("<<! releases.nightly.version !>>")
                     cuda_suffix = cuda_suffix + `>=${version}.0a0,<=${version}`;
                     var libraryToPkg = (pkg) => {
                         pkg = pkg.toLowerCase();
@@ -655,7 +704,7 @@
             },
             getImgLoc(loc) {
                 if (loc === "NGC") return 'NGC (Stable Only) <i class="fa-regular fa-share-nodes"></i>';
-                if (loc === "Docker Hub") return 'Docker Hub (Stable and Nightly) <i class="fa-docker fab"></i>';
+                if (loc === "Docker Hub") return 'Docker Hub (Stable and Nightly) <i class="fa-brands fa-docker"></i>';
                 return loc;
             },
             getDockerNotes() {
@@ -937,10 +986,12 @@
                 window.getSelection().removeAllRanges();
 
                 /** checks number of installs from copy command vs downloads **/
-                gtag('event', 'copyClick', {
-                    'button': 'CopyCommand',
-                    'install_copy_cmd': text
-                });
+                if (typeof gtag === 'function') {
+                    gtag('event', 'copyClick', {
+                        'button': 'CopyCommand',
+                        'install_copy_cmd': text
+                    });
+                }
             },
             copyToGA() {
                 let range = document.createRange();
@@ -953,10 +1004,12 @@
 
                 /** checks number of installs from copy vs downloads **/
                 /** Note mouse-up event is only sent once **/
-                gtag('event', 'copyMouseUp', {
-                    'button': 'CopyCommand',
-                    'install_copy_cmd': text
-                });
+                if (typeof gtag === 'function') {
+                    gtag('event', 'copyMouseUp', {
+                        'button': 'CopyCommand',
+                        'install_copy_cmd': text
+                    });
+                }
             }
         }))
     })
diff --git a/_includes/viz-cdn-js-css.html b/source/_includes/viz-cdn-js-css.html
similarity index 69%
rename from _includes/viz-cdn-js-css.html
rename to source/_includes/viz-cdn-js-css.html
index 834a33ea3bf..a7e16e91534 100644
--- a/_includes/viz-cdn-js-css.html
+++ b/source/_includes/viz-cdn-js-css.html
@@ -43,4 +43,50 @@
 <script type="text/javascript" src="https://cdn.holoviz.org/panel/0.14.3/dist/panel.min.js"></script>
 <script type="text/javascript">
   Bokeh.set_log_level("info");
+  window.rapidsStackPanelPanes = function (docsJson) {
+    const documents = JSON.parse(docsJson);
+    Object.values(documents).forEach(function (document) {
+      const references = document.roots.references;
+      const referencesById = new Map(
+        references.map(function (reference) {
+          return [reference.id, reference];
+        })
+      );
+      const isCodePane = function (reference) {
+        return reference?.attributes?.children?.some(function (child) {
+          const model = referencesById.get(child.id);
+          return (
+            model?.type === "panel.models.markup.HTML" &&
+            model.attributes.text.includes("codehilite")
+          );
+        });
+      };
+      const setControlWidth = function (reference) {
+        reference.attributes.width = 220;
+        reference.attributes?.children?.forEach(function (child) {
+          setControlWidth(referencesById.get(child.id));
+        });
+      };
+      references.forEach(function (reference) {
+        const children = reference.attributes?.children;
+        if (reference.type !== "Row") return;
+        if (
+          children?.length === 3 &&
+          reference.attributes.sizing_mode === "stretch_width"
+        ) {
+          children.forEach(function (child) {
+            setControlWidth(referencesById.get(child.id));
+          });
+          return;
+        }
+        if (children?.length !== 2) return;
+        const codePane = referencesById.get(children[0].id);
+        const chartPane = referencesById.get(children[1].id);
+        if (isCodePane(codePane) && chartPane?.type === "Row") {
+          reference.type = "Column";
+        }
+      });
+    });
+    return JSON.stringify(documents);
+  };
 </script>
diff --git a/_redirects b/source/_redirects
similarity index 100%
rename from _redirects
rename to source/_redirects
diff --git a/source/_static/css/custom.css b/source/_static/css/custom.css
new file mode 100644
index 00000000000..51d3472b1e4
--- /dev/null
+++ b/source/_static/css/custom.css
@@ -0,0 +1,65 @@
+/* SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+.bd-main .bd-content .bd-article-container {
+  max-width: 72rem;
+}
+
+.footer-help-section {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 1rem;
+  padding: 1rem 0;
+}
+
+.footer-help-box {
+  text-align: center;
+}
+
+.selector-bg {
+  overflow-x: auto;
+}
+
+.selector-bg .container-padding {
+  min-width: 44rem;
+}
+
+.bd-article table {
+  width: 100%;
+}
+
+.bd-article img.visualization-hero,
+.bd-article img.visualization-logo,
+.bd-article img.visualization-preview {
+  display: inline-block;
+  max-width: 100%;
+  vertical-align: middle;
+}
+
+.bd-article img.visualization-preview {
+  margin-left: 1.25rem;
+}
+
+.bd-article section#intended-audience > p {
+  display: inline-block;
+  margin: 0 0.35rem 0.75rem 0;
+}
+
+.bd-article section#intended-audience .sd-badge {
+  border-radius: 0.15rem;
+  font-size: 0.7rem;
+  line-height: 1.2;
+  padding: 0.15rem 0.4rem;
+  text-transform: uppercase;
+}
+
+.rapids-section-grid .sd-card {
+  height: 100%;
+}
+
+@media (max-width: 720px) {
+  .selector-bg .container-padding {
+    min-width: 40rem;
+  }
+}
diff --git a/source/_static/js/portal-analytics.js b/source/_static/js/portal-analytics.js
new file mode 100644
index 00000000000..c64422dc58d
--- /dev/null
+++ b/source/_static/js/portal-analytics.js
@@ -0,0 +1,43 @@
+// SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+// SPDX-License-Identifier: Apache-2.0
+
+function OptanonWrapper() {
+  window.dispatchEvent(new Event("bannerLoaded"));
+}
+
+function hasAnalyticsConsent() {
+  return (
+    typeof window.OnetrustActiveGroups === "string" &&
+    window.OnetrustActiveGroups.split(",").includes("C0002")
+  );
+}
+
+function loadGA4() {
+  if (window._ga4Loaded) return;
+  window._ga4Loaded = true;
+  const gtagScript = document.createElement("script");
+  gtagScript.async = true;
+  gtagScript.src =
+    "https://www.googletagmanager.com/gtag/js?id=G-DLJNCEWKZD";
+  document.head.appendChild(gtagScript);
+  window.dataLayer = window.dataLayer || [];
+  window.gtag =
+    window.gtag ||
+    function gtag() {
+      window.dataLayer.push(arguments);
+    };
+  window.gtag("js", new Date());
+  window.gtag("config", "G-DLJNCEWKZD");
+}
+
+function initializeAnalytics() {
+  if (hasAnalyticsConsent()) loadGA4();
+  if (window._satellite && window._satellite.pageBottom) {
+    window._satellite.pageBottom();
+  }
+}
+
+window.addEventListener("load", initializeAnalytics);
+if (window.OneTrust && typeof window.OneTrust.OnConsentChanged === "function") {
+  window.OneTrust.OnConsentChanged(initializeAnalytics);
+}
diff --git a/source/_templates/layout.html b/source/_templates/layout.html
new file mode 100644
index 00000000000..720d3329fbb
--- /dev/null
+++ b/source/_templates/layout.html
@@ -0,0 +1,9 @@
+{% extends "!layout.html" %}
+
+{% block extrahead %}
+{{ super() }}
+<meta property="og:site_name" content="NVIDIA RAPIDS Documentation">
+<meta property="og:image" content="https://rapids.ai/assets/images/og_image.png">
+<meta name="twitter:card" content="summary">
+<meta name="twitter:image" content="https://rapids.ai/assets/images/og_image.png">
+{% endblock %}
diff --git a/source/api.md b/source/api.md
new file mode 100644
index 00000000000..3cac61e27cc
--- /dev/null
+++ b/source/api.md
@@ -0,0 +1,26 @@
+# RAPIDS API Docs
+
+Access our current docs for the RAPIDS projects below. Docs are available in
+both "stable" and "nightly" versions. The description of each is below to help
+select the docs that fit your needs.
+
+STABLE
+: Current release docs; considered to be stable.
+
+NIGHTLY
+: Work-in-progress release docs; considered to be unstable and released nightly.
+
+LEGACY
+: Previous release docs; available for reference.
+
+## RAPIDS APIs
+
+<<! api_docs("apis") !>>
+
+## RAPIDS Libraries
+
+<<! api_docs("libs") !>>
+
+## Inactive Projects
+
+<<! api_docs("inactive-projects") !>>
diff --git a/assets/css/custom.css b/source/assets/css/custom.css
similarity index 100%
rename from assets/css/custom.css
rename to source/assets/css/custom.css
diff --git a/assets/css/custom_nvidia.css b/source/assets/css/custom_nvidia.css
similarity index 100%
rename from assets/css/custom_nvidia.css
rename to source/assets/css/custom_nvidia.css
diff --git a/assets/css/just-the-docs.css b/source/assets/css/just-the-docs.css
similarity index 99%
rename from assets/css/just-the-docs.css
rename to source/assets/css/just-the-docs.css
index 4552695c860..963c2a11dd8 100644
--- a/assets/css/just-the-docs.css
+++ b/source/assets/css/just-the-docs.css
@@ -2,7 +2,7 @@
 /* SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
  * All rights reserved.
  * SPDX-License-Identifier: Apache-2.0 */
- 
+
 /*! normalize.scss v0.1.0 | MIT License | based on git.io/normalize */
 /**
  * 1. Set default font family to sans-serif.
@@ -994,7 +994,7 @@ li .highlight {
       @media (min-width: 50rem) {
         .search {
           margin-bottom: 0; } }
-    
+
     .search-input-wrap {
       display: flex;
       height: 100%;
@@ -1011,7 +1011,7 @@ li .highlight {
           background-color: #fff;
           border-radius: 0;
           box-shadow: none; } }
-    
+
     .search-input {
       align-self: center;
       width: 100%;
@@ -1039,13 +1039,13 @@ li .highlight {
       @media (min-width: 50rem) and (min-width: 31.25rem) {
         .search-input {
           font-size: 14px !important; } }
-    
+
     .search-icon {
       align-self: center;
       margin-right: 0.5rem;
       fill: #959396;
       order: 1; }
-    
+
     .search-results-wrap {
       position: absolute;
       z-index: 100;
@@ -1059,7 +1059,7 @@ li .highlight {
       @media (min-width: 50rem) {
         .search-results-wrap {
           width: 500px; } }
-    
+
     .search-results-list {
       padding-left: 0;
       margin-top: 0.25rem;
@@ -1075,11 +1075,11 @@ li .highlight {
       @media (min-width: 50rem) and (min-width: 31.25rem) {
         .search-results-list {
           font-size: 14px !important; } }
-    
+
     .search-results-list-item {
       padding: 0;
       margin: 0; }
-    
+
     .search-result {
       display: block;
       padding-top: 0.25rem;
@@ -1092,7 +1092,7 @@ li .highlight {
         .search-result {
           padding-right: 1rem;
           padding-left: 1rem; } }
-    
+
     .search-result-title {
       display: block;
       padding-top: 0.5rem;
@@ -1104,7 +1104,7 @@ li .highlight {
           width: 40%;
           word-wrap: break-word;
           vertical-align: top; } }
-    
+
     .search-result-rel-url {
       display: block;
       overflow: hidden;
@@ -1115,7 +1115,7 @@ li .highlight {
       @media (min-width: 31.25rem) {
         .search-result-rel-url {
           font-size: 10px !important; } }
-    
+
     .search-result-preview {
       display: block;
       padding-top: 0.5rem;
@@ -1133,7 +1133,7 @@ li .highlight {
           display: inline-block;
           width: 60%;
           vertical-align: top; } }
-    
+
     .search-result-highlight {
       font-weight: bold;
       color: #7253ed; }
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similarity index 100%
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similarity index 100%
rename from assets/js/vendor/lunr.min.js
rename to source/assets/js/vendor/lunr.min.js
diff --git a/source/conf.py b/source/conf.py
new file mode 100644
index 00000000000..c057e94a08f
--- /dev/null
+++ b/source/conf.py
@@ -0,0 +1,81 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+from __future__ import annotations
+
+import datetime
+import os
+import sys
+
+sys.path.insert(0, os.path.abspath("../extensions"))
+
+project = "NVIDIA RAPIDS Documentation"
+html_title = project
+author = "NVIDIA"
+copyright = f"{datetime.date.today().year}, NVIDIA"
+
+extensions = [
+    "myst_parser",
+    "notfound.extension",
+    "rapids_docs",
+    "sphinx_copybutton",
+    "sphinx_design",
+]
+
+source_suffix = {".md": "markdown"}
+master_doc = "index"
+exclude_patterns = ["assets/images/telemetry/mermaid-workflow.md"]
+templates_path = ["_templates"]
+
+myst_enable_extensions = [
+    "attrs_inline",
+    "colon_fence",
+    "deflist",
+    "html_image",
+]
+myst_heading_anchors = 6
+# Portal content intentionally uses root-relative links so the same sources work in
+# both the portal-only build and the S3-assembled production tree. MyST should
+# preserve those hrefs instead of trying to resolve them as Sphinx documents.
+myst_all_links_external = True
+
+html_theme = "nvidia_sphinx_theme"
+html_static_path = ["_static"]
+html_extra_path = ["_redirects"]
+html_baseurl = "https://docs.rapids.ai/"
+html_scaled_image_link = False
+
+html_theme_options = {
+    "icon_links": [
+        {
+            "name": "GitHub",
+            "url": "https://github.com/rapidsai/docs",
+            "icon": "fa-brands fa-github",
+            "type": "fontawesome",
+        }
+    ],
+    "navbar_align": "right",
+    "show_toc_level": 2,
+}
+
+html_css_files = ["css/custom.css"]
+html_js_files = [
+    (
+        "https://cdn.cookielaw.org/scripttemplates/otSDKStub.js",
+        {
+            "charset": "UTF-8",
+            "data-document-language": "true",
+            "data-domain-script": "018e2d71-40f3-7e89-90b8-e10ec6012ab0-test",
+        },
+    ),
+    "https://images.nvidia.com/aem-dam/Solutions/ot-js/ot-custom.js",
+    "https://assets.adobedtm.com/5d4962a43b79/814eb6e9b4e1/launch-4bc07f1e0b0b.min.js",
+    "js/portal-analytics.js",
+]
+
+copybutton_prompt_text = r">>> |\.\.\. |\$ |In \[\d*\]: | {2,5}\.\.\.: | {5,8}: "
+copybutton_prompt_is_regexp = True
+copybutton_line_continuation_character = "\\"
+
+notfound_pagename = "404"
+notfound_urls_prefix = None
diff --git a/contributing/code.md b/source/contributing/code.md
similarity index 80%
rename from contributing/code.md
rename to source/contributing/code.md
index 0778709f92a..0dab3d56c71 100644
--- a/contributing/code.md
+++ b/source/contributing/code.md
@@ -1,10 +1,3 @@
----
-layout: default
-nav_order: 2
-parent: Contributing
-title: Code Contributions
----
-
 # Code Contributions
 
 ## Overview
@@ -12,22 +5,20 @@ title: Code Contributions
 Outlines the best way for developers and the community to contribute to RAPIDS projects.
 
 Contributions can be made in three ways:
-- [File a bug report]({% link contributing/issues.md %})
-- [Suggest a new feature or improvement]({% link contributing/issues.md %})
+- [File a bug report](/contributing/issues/)
+- [Suggest a new feature or improvement](/contributing/issues/)
 - [Implement code for an issue](#your-first-issue)
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
 ### See also
 
-- [Issues]({% link contributing/issues.md %})
-- [Pull Requests]({% link contributing/prs.md %})
+- [Issues](/contributing/issues/)
+- [Pull Requests](/contributing/prs/)
 
 ## New developers
 
@@ -40,7 +31,7 @@ If you are new to RAPIDS, make sure to check out <https://rapids.ai/> to help un
 3. Comment on the issue saying you are going to work on it
 4. Code! Make sure to update unit tests!
 5. All RAPIDS projects are released under the Apache-2.0 license, so also make sure all source files that support comments include a copyright and the Apache-2.0 license text.
-6. When done, [create your pull request]({% link contributing/prs.md %})
+6. When done, [create your pull request](/contributing/prs/)
 7. Verify that CI passes all [status checks](https://help.github.com/articles/about-status-checks/). Fix if needed
 8. Wait for other developers to review your code and update code as needed
 9. Once reviewed and approved, a RAPIDS developer will merge your pull request
@@ -59,7 +50,7 @@ For all others:
 3. Select the highest priority issue that you are comfortable working on
 4. If you are in the RAPIDS org, assign the issue to yourself. If not, comment on the issue saying you are going to work on it
 5. Code! Make sure to update unit tests!
-6. When done, [create your pull request]({% link contributing/prs.md %})
+6. When done, [create your pull request](/contributing/prs/)
 7. Verify that CI passes all [status checks](https://help.github.com/articles/about-status-checks/). Fix if needed
 8. Wait for other developers to review your code and update code as needed
 9. Once reviewed and approved, a RAPIDS developer will merge your pull request
@@ -68,6 +59,6 @@ For all others:
 
 1. Find the project board for the next release (named `[version] Release`)
 2. Scroll right to find the `PR-Needs Review`
-3. Review the PR (Make sure you follow the [Code of Conduct]({% link resources/conduct.md %}))
+3. Review the PR (Make sure you follow the [Code of Conduct](/resources/conduct/))
 
 If you are project lead, also review pull requests in the `PR-Reviewer Approved` column and merge as needed.
diff --git a/contributing/index.md b/source/contributing/index.md
similarity index 82%
rename from contributing/index.md
rename to source/contributing/index.md
index 1ad9501d2ab..d39f54b0e34 100644
--- a/contributing/index.md
+++ b/source/contributing/index.md
@@ -1,19 +1,10 @@
----
-layout: default
-title: Contributing
-nav_order: 6
-has_children: true
----
-
 # Contributing
-{:.no_toc}
 
 RAPIDS can only grow with community support and it is vital to include developers at all levels. Reporting bugs, fixing them, and/or creating new features are all vital for the success of RAPIDS. The following pages outline our approach for contributing to RAPIDS.
-{: .fs-6 .fw-300 }
 
 ## Getting started
 
-Welcome! We are excited you are here! Before you begin, we ask that everyone review the [Code of Conduct]({% link resources/conduct.md %}) before contributing.
+Welcome! We are excited you are here! Before you begin, we ask that everyone review the [Code of Conduct](/resources/conduct/) before contributing.
 
 ### Your first issue
 
@@ -22,7 +13,7 @@ Welcome! We are excited you are here! Before you begin, we ask that everyone rev
 3. Comment on the issue saying you are going to work on it
 4. Code! Make sure to update unit tests!
 5. All RAPIDS projects are released under the Apache-2.0 license, so also make sure all source files that support comments include a copyright and the Apache-2.0 license text.
-6. When done, [create your pull request]({% link contributing/prs.md %})
+6. When done, [create your pull request](/contributing/prs/)
 7. Verify that CI passes all [status checks](https://help.github.com/articles/about-status-checks/). Fix if needed
 8. Wait for other developers to review your code and update code as needed
 9. Once reviewed and approved, a RAPIDS developer will merge your pull request
@@ -31,8 +22,16 @@ Remember, if you are unsure about anything, don't hesitate to comment on issues
 
 ### More details
 
-Review the [Code Contributions]({% link contributing/code.md %}) page.
+Review the [Code Contributions](/contributing/code/) page.
 
 ## Issues or feedback
 
 File an issue [here](https://github.com/rapidsai/docs/issues/new) for any unexpected problems encountered or general feedback with any of the information on this site.
+
+```{toctree}
+:hidden:
+
+issues
+code
+prs
+```
diff --git a/contributing/issues.md b/source/contributing/issues.md
similarity index 89%
rename from contributing/issues.md
rename to source/contributing/issues.md
index 1c6d242dd7d..09500b0e91e 100644
--- a/contributing/issues.md
+++ b/source/contributing/issues.md
@@ -1,10 +1,3 @@
----
-layout: default
-nav_order: 1
-parent: Contributing
-title: Issues
----
-
 # Issues
 
 ## Overview
@@ -13,15 +6,13 @@ Overview of the best practices for creating and updating issues for RAPIDS proje
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
 ### See also
-- [Contributing Code]({% link contributing/code.md %})
-- [Pull Requests]({% link contributing/prs.md %})
+- [Contributing Code](/contributing/code/)
+- [Pull Requests](/contributing/prs/)
 
 ## Create an issue
 
@@ -73,7 +64,7 @@ If an issue is blocked due to another issue or pull request do the following:
 
 ## Lifecycle
 
-Issues are either assigned by team leads or picked in priority order. If you are unsure what to work on, follow this [guide]({% link contributing/code.md %}#what-do-i-work-on).
+Issues are either assigned by team leads or picked in priority order. If you are unsure what to work on, follow this [guide](/contributing/code/#what-do-i-work-on).
 
 When you begin work on an issue, update the labels to remove <span class="label" style="background: #bfd4f2; color: #44434d; text-transform: none">1 - On Deck</span> or <span class="label" style="background: #d4c5f9; color: #44434d; text-transform: none">0 - Backlog</span> and add <span class="label" style="background: #fef2c0; color: #44434d; text-transform: none">2 - In Progress</span>.
 
diff --git a/contributing/prs.md b/source/contributing/prs.md
similarity index 89%
rename from contributing/prs.md
rename to source/contributing/prs.md
index 7cdcd34e600..ea8a4205668 100644
--- a/contributing/prs.md
+++ b/source/contributing/prs.md
@@ -1,10 +1,3 @@
----
-layout: default
-nav_order: 3
-parent: Contributing
-title: Pull Requests
----
-
 # Pull Requests
 
 ## Overview
@@ -13,14 +6,13 @@ Overview of creating a pull request for a RAPIDS project.
 
 ### Intended audience
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
 ### See also
 
-- [Issues]({% link contributing/issues.md %})
-- [Code Contributions]({% link contributing/code.md %})
-- [Changelog]({% link resources/changelog.md %})
+- [Issues](/contributing/issues/)
+- [Code Contributions](/contributing/code/)
+- [Changelog](/resources/changelog/)
 
 ## Create a pull request
 
@@ -64,7 +56,7 @@ The description should provide any context not found in the issue description.
 
 ### Comments
 
-All pull request comments and reviews must follow the [Code of Conduct]({% link resources/conduct.md %})
+All pull request comments and reviews must follow the [Code of Conduct](/resources/conduct/)
 
 ## Lifecycle
 
diff --git a/source/index.md b/source/index.md
new file mode 100644
index 00000000000..c0e75faa70c
--- /dev/null
+++ b/source/index.md
@@ -0,0 +1,90 @@
+# RAPIDS Documentation and Resources
+
+This site serves to unify the documentation for RAPIDS. Whether you're new to RAPIDS,
+looking to contribute, or are a part of the RAPIDS team, the docs here will help guide
+you. Visit [RAPIDS.ai](https://rapids.ai) for more information on the overall project.
+
+## Sections
+
+::::{grid} 1 2 3 3
+:gutter: 3
+:class-container: rapids-section-grid
+
+:::{grid-item-card} <i class="fa-solid fa-download" aria-hidden="true"></i> Installation Guide
+:link: /install/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fa-solid fa-list-check" aria-hidden="true"></i> Platform Support
+:link: /platform-support/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fa-solid fa-book" aria-hidden="true"></i> User Guides
+:link: /user-guide/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fa-solid fa-code" aria-hidden="true"></i> API Documentation
+:link: /api/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fa-solid fa-chart-bar" aria-hidden="true"></i> Visualization Guide
+:link: /visualization/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fa-solid fa-cloud" aria-hidden="true"></i> Deployment Guides
+:link: /deployment/stable/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fa-solid fa-wrench" aria-hidden="true"></i> Maintainer Documentation
+:link: /maintainers/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fas fa-bullhorn" aria-hidden="true"></i> RAPIDS Notices
+:link: /notices/
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fab fa-github" aria-hidden="true"></i> RAPIDS GitHub
+:link: https://github.com/rapidsai
+:link-type: url
+:::
+::::
+
+## Stay Connected
+
+::::{grid} 1 2 2 2
+:gutter: 2
+
+:::{grid-item-card} <i class="fab fa-slack" aria-hidden="true"></i> Slack
+:link: https://rapids.ai/slack-invite
+:link-type: url
+:::
+
+:::{grid-item-card} <i class="fab fa-stack-overflow" aria-hidden="true"></i> Stack Overflow
+:link: https://stackoverflow.com/tags/rapids
+:link-type: url
+:::
+::::
+
+## Docs Issues or Feedback
+
+[File an issue](https://github.com/rapidsai/docs/issues/new) for any unexpected problems encountered, incorrect information, or general feedback for this documentation site.
+
+```{toctree}
+:hidden:
+
+install/index
+platform-support/index
+user-guide/index
+api
+visualization/index
+maintainers/index
+contributing/index
+notices/index
+```
diff --git a/install/index.md b/source/install/index.md
similarity index 78%
rename from install/index.md
rename to source/install/index.md
index 00f2fc7a0af..20636911cd0 100644
--- a/install/index.md
+++ b/source/install/index.md
@@ -1,13 +1,4 @@
----
-layout: default
-title: Installation Guide
-nav_order: 2
-description: |
-  Guide to installing RAPIDS
----
-
 # RAPIDS Installation Guide
-{: .fs-8 }
 
 RAPIDS has several methods for installation, depending on the preferred environment and version.
 *New Users* should review the system and environment prerequisites.
@@ -40,18 +31,18 @@ RAPIDS has several methods for installation, depending on the preferred environm
 # Install RAPIDS
 Use the selector tool below to select your preferred method, packages, and environment to install RAPIDS. Certain combinations may not be possible and are dimmed automatically.
 
-{% include selector.html %}
+[% include "_includes/selector.html" %]
 
 <br/>
 <div id="troubleshooting"></div>
 
 ## Installation Troubleshooting
 
-### **Conda Issues**
+### Conda Issues
 <i class="fas fa-info-circle"></i> A `conda create error` occurs:<br/>
 To resolve this error please follow one of these steps:
-- If the Conda installation is older than `23.10`, please update to the latest version. This will include [libmamba](https://conda.org/blog/2023-11-06-conda-23-10-0-release/){: target="_blank"} to significantly accelerate environment solving
-- Use [Mamba directly](https://mamba.readthedocs.io/en/latest/installation/mamba-installation.html){: target="_blank"} as `mamba create ...`
+- If the Conda installation is older than `23.10`, please update to the latest version. This will include [libmamba](https://conda.org/blog/2023-11-06-conda-23-10-0-release/) to significantly accelerate environment solving
+- Use [Mamba directly](https://mamba.readthedocs.io/en/latest/installation/mamba-installation.html) as `mamba create ...`
 
 <i class="fas fa-info-circle"></i> A `__cuda` constraint conflict occurs:<br/>
 You may see something like:
@@ -63,7 +54,7 @@ This means the CUDA driver currently installed on your machine (e.g. `__cuda`: 1
 incompatible with the `cuda-version` (12.0) you are trying to install. You will have to ensure the [CUDA
 driver on your machine supports the CUDA version](#system-req) you are trying to install with conda.
 
-If conda has incorrectly identified the CUDA driver, you can [override by setting the `CONDA_OVERRIDE_CUDA`](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-virtual.html#overriding-detected-packages){: target="_blank"} environment variable.
+If conda has incorrectly identified the CUDA driver, you can [override by setting the `CONDA_OVERRIDE_CUDA`](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-virtual.html#overriding-detected-packages) environment variable.
 
 <i class="fas fa-info-circle"></i> Even after the above suggestions of updating conda and using `libmamba`/`mamba`, you still see a `conda create error`, or your environment solves but is nonfunctional in some way:<br/>
 Check if any packages in your environment have been installed from the `defaults` channel (you can do that by running `conda list` and inspecting the output).
@@ -74,11 +65,11 @@ Note that if you installed conda with [Miniforge](https://conda-forge.org/downlo
 
 In general [mixing `conda-forge` and `defaults` channels is not supported](https://conda-forge.org/docs/user/transitioning_from_defaults/). RAPIDS packages are published to a separate `rapidsai` channel that is designed for compatibility with `conda-forge`, not `defaults`.
 
-### **Docker Issues**
+### Docker Issues
 <i class="fas fa-exclamation-triangle"></i> RAPIDS `23.08` brought significant Docker changes. <br/>
-To learn more about these changes, please see the [RAPIDS Container README](https://hub.docker.com/r/rapidsai/base){: target="_blank"}. Some key notes below:
-- `Development` images are no longer being published, RAPIDS now uses [Dev Containers](https://code.visualstudio.com/docs/devcontainers/containers){: target="_blank"} for development
-  - See cuDF for an example and information on [RAPIDS' usage of Dev Containers](https://github.com/rapidsai/cudf/tree/main/.devcontainer){: target="_blank"}
+To learn more about these changes, please see the [RAPIDS Container README](https://hub.docker.com/r/rapidsai/base). Some key notes below:
+- `Development` images are no longer being published, RAPIDS now uses [Dev Containers](https://code.visualstudio.com/docs/devcontainers/containers) for development
+  - See cuDF for an example and information on [RAPIDS' usage of Dev Containers](https://github.com/rapidsai/cudf/tree/main/.devcontainer)
 - All images are Ubuntu-based
   - CUDA 12.5+ images use Ubuntu 24.04
   - All other images use Ubuntu 22.04
@@ -86,18 +77,18 @@ To learn more about these changes, please see the [RAPIDS Container README](http
 - The `base` image starts in an ipython shell
   - To run bash commands inside the ipython shell prefix the command with `!`
   - To run the image without the ipython shell add `/bin/bash` to the end of the `docker run` command
-- For a full list of changes please see this [RAPIDS Docker Issue](https://github.com/rapidsai/docker/issues/539){: target="_blank"}
+- For a full list of changes please see this [RAPIDS Docker Issue](https://github.com/rapidsai/docker/issues/539)
 
 
-### **pip Issues**
+### pip Issues
 <i class="fas fa-info-circle"></i> pip installations require using the matching wheel to the system's installed CUDA toolkit. For example, if you have the CUDA 12 toolkit, install the `-cu12` wheels.<br/>
 <i class="fas fa-info-circle"></i> Infiniband is not supported yet. <br/>
-<i class="fas fa-info-circle"></i> These packages are not compatible with Tensorflow pip packages. Please use the [NGC containers](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tensorflow){: target="_blank"} or conda packages instead. <br/>
+<i class="fas fa-info-circle"></i> These packages are not compatible with Tensorflow pip packages. Please use the [NGC containers](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tensorflow) or conda packages instead. <br/>
 <br/>
 
 <i class="fas fa-info-circle"></i> The following error message indicates a problem with your environment:
 ```
-ERROR: Could not find a version that satisfies the requirement cudf-cu12 (from versions: 0.0.1, {{ site.data.releases.stable.version }})
+ERROR: Could not find a version that satisfies the requirement cudf-cu12 (from versions: 0.0.1, <<! releases.stable.version !>>)
 ERROR: No matching distribution found for cudf-cu12
 ```
 Check the suggestions below for possible resolutions:
@@ -106,7 +97,7 @@ Check the suggestions below for possible resolutions:
 
 <br/>
 
-### **WSL2 Issues**
+### WSL2 Issues
 See the WSL2 setup [troubleshooting section](#wsl2-troubleshooting).
 
 
@@ -114,10 +105,10 @@ See the WSL2 setup [troubleshooting section](#wsl2-troubleshooting).
 <div id="system-req"></div>
 
 # System Requirements
-## **OS / GPU Driver / CUDA Versions**
+## OS / GPU Driver / CUDA Versions
 All provisioned systems need to be RAPIDS capable. Below is a list of requirements for the current release. For requirements of historical RAPIDS versions, see [Platform Support](/platform-support/).
 
-<i class="fas fa-microchip"></i> **GPU:** NVIDIA Volta™ or higher with [compute capability](https://developer.nvidia.com/cuda-gpus){: target="_blank"} 7.0+
+<i class="fas fa-microchip"></i> **GPU:** NVIDIA Volta™ or higher with [compute capability](https://developer.nvidia.com/cuda-gpus) 7.0+
 - <i class="fas fa-exclamation-triangle"></i> Pascal™ GPU support was [removed in 24.02](https://docs.rapids.ai/notices/rsn0034/). Compute capability 7.0+ is required for RAPIDS 24.02 and later.
 
 <i class="fas fa-desktop"></i> **OS:**
@@ -131,16 +122,15 @@ All provisioned systems need to be RAPIDS capable. Below is a list of requiremen
 - <i class="fas fa-check-circle"></i> Windows 11 using a [WSL2 specific install](#wsl2)
 
 <i class="fas fa-download text-purple"></i> **CUDA & NVIDIA Drivers:** One of the following supported versions:
-{: .no-tb-margins }
 
 - <i class="fas fa-check-circle"></i> CUDA 12 with Driver 525.60.13 or newer
 - <i class="fas fa-check-circle"></i> CUDA 13 with Driver 580.65.06 or newer
 
 See [CUDA compatibility](https://docs.nvidia.com/deploy/cuda-compatibility/) for details.
 
-## **CUDA Support Notes**
+## CUDA Support Notes
 
-### **pip**
+### pip
 
 - <i class="fas fa-info-circle"></i> pip installations require using a wheel matching the system's installed CUDA toolkit.
 - <i class="fas fa-info-circle"></i> RAPIDS pip packages require NVRTC for Numba to function properly. For Docker users, this means that RAPIDS wheels require the `devel` flavor of `nvidia/cuda` images for full functionality. The `base` and `runtime` flavors of `nvidia/cuda` Docker images are currently not sufficient.
@@ -149,9 +139,8 @@ See [CUDA compatibility](https://docs.nvidia.com/deploy/cuda-compatibility/) for
 <br/>
 <div id="system-recommendations"></div>
 
-## **System Recommendations**
+## System Recommendations
 Aside from the system requirements, other considerations for best performance include:
-{: .no-tb-margins }
 
 - <i class="fas fa-check-circle"></i> SSD drive (NVMe preferred)
 - <i class="fas fa-check-circle"></i> Approximately **2:1** ratio of system Memory to total GPU Memory (especially useful for Dask)
@@ -160,8 +149,8 @@ Aside from the system requirements, other considerations for best performance in
 <br/>
 <div id="cloud-gpu"></div>
 
-## **Cloud Instance GPUs**
-If you do not have access to GPU hardware, there are several cloud service providers (CSP) that are RAPIDS enabled. Learn how to deploy RAPIDS on AWS, Azure, GCP, and IBM cloud on our [Cloud Deployment Page](https://docs.rapids.ai/deployment/stable/cloud/index.html){: target="_blank"}.
+## Cloud Instance GPUs
+If you do not have access to GPU hardware, there are several cloud service providers (CSP) that are RAPIDS enabled. Learn how to deploy RAPIDS on AWS, Azure, GCP, and IBM cloud on our [Cloud Deployment Page](https://docs.rapids.ai/deployment/stable/cloud/index.html).
 
 Several services also offer **free and limited** trials with GPU resources:
 - [Amazon SageMaker Studio Lab](https://studiolab.sagemaker.aws/)
@@ -177,7 +166,7 @@ For most installations, you will need a Conda or Docker environments installed f
 <br>
 <div id="conda"></div>
 
-## **Conda**
+## Conda
 RAPIDS can be used with any conda distribution.
 
 Below is an installation guide using miniforge.
@@ -203,15 +192,15 @@ conda config --set channel_priority flexible
 <br/>
 <div id="docker"></div>
 
-## **Docker**
-RAPIDS requires Docker Engine and [nvidia-container-toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html){: target="_blank"} installed.
+## Docker
+RAPIDS requires Docker Engine and [nvidia-container-toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html) installed.
 
 **1. Download and Install.** Copy command below to download and install the latest Docker Engine:
 ```sh
 curl https://get.docker.com | sh
 ```
 
-**2. Install Latest NVIDIA Container Toolkit.** Follow the instructions for your Linux distribution in the [nvidia-container-toolkit installation guide](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html){: target="_blank"}.
+**2. Install Latest NVIDIA Container Toolkit.** Follow the instructions for your Linux distribution in the [nvidia-container-toolkit installation guide](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html).
 
 **3. Start Docker.** In new terminal window run:
 ```sh
@@ -226,50 +215,50 @@ docker run --gpus all nvcr.io/nvidia/k8s/cuda-sample:nbody nbody -gpu -benchmark
 
 <br/>
 
-### **JupyterLab.**
-The command provided from the selector for the `notebooks` Docker image will run [JupyterLab](https://jupyterlab.readthedocs.io/en/stable/){: target="_blank"} on your host machine at port: `8888`.
+### JupyterLab
+The command provided from the selector for the `notebooks` Docker image will run [JupyterLab](https://jupyterlab.readthedocs.io/en/stable/) on your host machine at port: `8888`.
 
 **Running Multi-Node / Multi-GPU (MNMG) Environment.** To start the container in an MNMG environment:
 ```sh
 docker run -t -d --gpus all --shm-size=1g --ulimit memlock=-1 --ulimit stack= 67108864 -v $PWD:/ws <container label>
 ```
 
-The standard docker command may be sufficient, but the additional arguments ensures more stability. See the [NCCL docs](https://docs.nvidia.com/deeplearning/nccl/user-guide/docs/troubleshooting.html#sharing-data){: target="_blank"} and [UCX docs](https://github.com/openucx/ucx/blob/master/docs/source/running.md#running-in-docker-containers){: target="_blank"} for more details on MNMG usage.
+The standard docker command may be sufficient, but the additional arguments ensures more stability. See the [NCCL docs](https://docs.nvidia.com/deeplearning/nccl/user-guide/docs/troubleshooting.html#sharing-data) and [UCX docs](https://github.com/openucx/ucx/blob/master/docs/source/running.md#running-in-docker-containers) for more details on MNMG usage.
 
 <br/>
 <div id="pip"></div>
 
-## **pip**
+## pip
 RAPIDS pip packages are available on the NVIDIA Python Package Index.
 
 <br/>
 <div id="sdkm"></div>
 
-## **SDK Manager (Ubuntu Only)**
+## SDK Manager (Ubuntu Only)
 [NVIDIA SDK Manager](https://developer.nvidia.com/sdk-manager) gives a users a Graphical User Interface (GUI) option to install RAPIDS.  It also attempts to fix any environment issues before installing RAPIDS or updating RAPIDS, making it ideal for new Linux users.
-1. Download [SDK Manager's Ubuntu version from their website](https://developer.nvidia.com/sdk-manager){: target="_blank"} (requires sign up or login to NVIDIA's Developer community).  Do not install yet.  It is assumed that your home directory's `Downloads` folder is where the `.deb` file will be stored.  If not, please move `sdkmanager_[version]-[build#]_amd64.deb` file to your current Download folder.
-2. Install and run SDK Manager [using the installation guide here](https://docs.nvidia.com/sdk-manager/download-run-sdkm/index.html){: target="_blank"}. For Ubuntu, use the following commands:
+1. Download [SDK Manager's Ubuntu version from their website](https://developer.nvidia.com/sdk-manager) (requires sign up or login to NVIDIA's Developer community).  Do not install yet.  It is assumed that your home directory's `Downloads` folder is where the `.deb` file will be stored.  If not, please move `sdkmanager_[version]-[build#]_amd64.deb` file to your current Download folder.
+2. Install and run SDK Manager [using the installation guide here](https://docs.nvidia.com/sdk-manager/download-run-sdkm/index.html). For Ubuntu, use the following commands:
 ```bash
 sudo apt install ./sdkmanager_[version]-[build#]_amd64.deb
 sdkmanager
 ```
-3. Sign in when asked, and follow SDK Manager's [RAPIDS installation instructions](https://docs.nvidia.com/sdk-manager/install-with-sdkm-rapids/index.html){: target="_blank"}.
+3. Sign in when asked, and follow SDK Manager's [RAPIDS installation instructions](https://docs.nvidia.com/sdk-manager/install-with-sdkm-rapids/index.html).
 
 
 <br/>
 <div id="wsl2"></div>
 
-## **Windows WSL2**
-Windows users can now tap into GPU accelerated data science on their local machines using RAPIDS on [Windows Subsystem for Linux 2](https://learn.microsoft.com/en-us/windows/wsl/install){: target="_blank"}. WSL2 is a Windows feature that enables users to run native Linux command line tools directly on Windows. Using this feature does not require a dual boot environment, removing complexity and saving you time.
+## Windows WSL2
+Windows users can now tap into GPU accelerated data science on their local machines using RAPIDS on [Windows Subsystem for Linux 2](https://learn.microsoft.com/en-us/windows/wsl/install). WSL2 is a Windows feature that enables users to run native Linux command line tools directly on Windows. Using this feature does not require a dual boot environment, removing complexity and saving you time.
 
-### **WSL2 Additional Prerequisites**
+### WSL2 Additional Prerequisites
 
 <i class="fas fa-desktop text-white"></i> **OS:** Windows 11 with a WSL2 installation of Ubuntu. <br/>
 <i class="fas fa-info-circle text-white"></i> **WSL Version:** WSL2 (WSL1 not supported). <br/>
-<i class="fas fa-microchip text-white"></i> **GPU:** GPUs with [Compute Capability](https://developer.nvidia.com/cuda-gpus){: target="_blank"} 7.0 or higher (16GB+ GPU RAM is recommended).
+<i class="fas fa-microchip text-white"></i> **GPU:** GPUs with [Compute Capability](https://developer.nvidia.com/cuda-gpus) 7.0 or higher (16GB+ GPU RAM is recommended).
 
 
-### **Limitations**
+### Limitations
 
 <i class="fas fa-info-circle text-white"></i> Only single GPU is supported. <br/>
 <i class="fas fa-info-circle text-white"></i> GPU Direct Storage is not supported.
@@ -277,27 +266,27 @@ Windows users can now tap into GPU accelerated data science on their local machi
 
 <div id="wsl2-troubleshooting"></div>
 
-### **Troubleshooting**
+### Troubleshooting
 
-<i class="fas fa-info-circle text-white"></i> When installing with Conda, if an `http 000 connection error` occurs when accessing the repository data, run `wsl --shutdown` and then [restart the WSL instance](https://stackoverflow.com/a/69601760){: target="_blank"}.
+<i class="fas fa-info-circle text-white"></i> When installing with Conda, if an `http 000 connection error` occurs when accessing the repository data, run `wsl --shutdown` and then [restart the WSL instance](https://stackoverflow.com/a/69601760).
 
 <i class="fas fa-info-circle text-white"></i> When installing with Conda or pip, if an `WSL2 Jitify fatal error: libcuda.so: cannot open shared object file` error occurs, follow suggestions in [this WSL issue](https://github.com/microsoft/WSL/issues/8587) to resolve.
 
 <br/>
 <div id="wsl2-sdkm"></div>
 
-### **WSL2 SDK Manager Install**
-[NVIDIA's SDK Manager](https://developer.nvidia.com/sdk-manager){: target="_blank"} gives Windows users a Graphical User Interface (GUI) option to install RAPIDS. It automates Windows Subsystem for Linux (WSL) setup for RAPIDS SDK 25.04 and later, simplifying the installation process.
-1. Download [SDK Manager's Windows version from their website](https://developer.nvidia.com/sdk-manager){: target="_blank"} (requires sign up or login to NVIDIA's Developer community).
-2. [Follow SDK Manager's RAPIDS installation instructions here](https://docs.nvidia.com/sdk-manager/install-with-sdkm-rapids/index.html){: target="_blank"}.
+### WSL2 SDK Manager Install
+[NVIDIA's SDK Manager](https://developer.nvidia.com/sdk-manager) gives Windows users a Graphical User Interface (GUI) option to install RAPIDS. It automates Windows Subsystem for Linux (WSL) setup for RAPIDS SDK 25.04 and later, simplifying the installation process.
+1. Download [SDK Manager's Windows version from their website](https://developer.nvidia.com/sdk-manager) (requires sign up or login to NVIDIA's Developer community).
+2. [Follow SDK Manager's RAPIDS installation instructions here](https://docs.nvidia.com/sdk-manager/install-with-sdkm-rapids/index.html).
 
 <br/>
 <div id="wsl2-conda"></div>
 
-### **WSL2 Conda Install**
+### WSL2 Conda Install
 
-1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install){: target="_blank"}.
-2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx){: target="_blank"} on the Windows host.
+1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install).
+2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx) on the Windows host.
 3. Log in to the WSL2 Linux instance.
 4. Install Conda in the WSL2 Linux Instance using our [Conda instructions](#conda).
 5. Install RAPIDS via Conda, using the RAPIDS [Release Selector](#selector).
@@ -310,10 +299,10 @@ print(cudf.Series([1, 2, 3]))
 <br/>
 <div id="wsl2-docker"></div>
 
-### **WSL2 Docker Desktop Install**
+### WSL2 Docker Desktop Install
 
-1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install){: target="_blank"}.
-2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx){: target="_blank"} on the Windows host.
+1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install).
+2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx) on the Windows host.
 3. Install latest Docker Desktop for Windows
 4. Log in to the WSL2 Linux instance.
 5. Generate and run the RAPIDS `docker` command based on your desired configuration using the RAPIDS [Release Selector](#selector).
@@ -326,12 +315,12 @@ print(cudf.Series([1, 2, 3]))
 <br/>
 <div id="wsl2-pip"></div>
 
-### **WSL2 pip Install**
+### WSL2 pip Install
 
-1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install){: target="_blank"}.
-2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx){: target="_blank"} on the Windows host.
+1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install).
+2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx) on the Windows host.
 3. Log in to the WSL2 Linux instance.
-4. Follow [this helpful developer guide](https://docs.nvidia.com/cuda/wsl-user-guide/index.html#cuda-support-for-wsl2){: target="_blank"} and then install the WSL-specific [CUDA 12](https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&Distribution=WSL-Ubuntu&target_version=2.0&target_type=deb_local){: target="_blank"} Toolkit without drivers into the WSL2 instance.
+4. Follow [this helpful developer guide](https://docs.nvidia.com/cuda/wsl-user-guide/index.html#cuda-support-for-wsl2) and then install the WSL-specific [CUDA 12](https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&Distribution=WSL-Ubuntu&target_version=2.0&target_type=deb_local) Toolkit without drivers into the WSL2 instance.
   - The installed CUDA Toolkit major version must match the package suffix (e.g. `-cu12`)
 5. Install RAPIDS pip packages on the WSL2 Linux Instance using the [release selector](#selector) commands.
 6. Run this code to check that the RAPIDS installation is working:
@@ -343,14 +332,14 @@ print(cudf.Series([1, 2, 3]))
 
 <div id="source"></div>
 
-## **Build from Source**
-To build from source, find the library on the [RAPIDS GitHub](https://github.com/rapidsai){: target="_blank"}. Libraries provide guidance on building from source in `README.md` or `CONTRIBUTING.md`. If additional help is needed, file an issue on GitHub or reach out on our [Slack Channel]({{ site.social.slack.url }}).
+## Build from Source
+To build from source, find the library on the [RAPIDS GitHub](https://github.com/rapidsai). Libraries provide guidance on building from source in `README.md` or `CONTRIBUTING.md`. If additional help is needed, file an issue on GitHub or reach out on our [Slack Channel](https://rapids.ai/slack-invite).
 
 
 <hr/>
 <div id="next-steps"></div>
 
 # Next Steps
-After installing the RAPIDS libraries, the best place to get started is our [User Guide](/user-guide). Our [RAPIDS.ai](https://rapids.ai/){: target="_blank"} home page also provides a great deal of information, as does our [Blog Page](https://medium.com/rapids-ai){: target="_blank"} and the [NVIDIA Developer Blog](https://developer.nvidia.com/blog/?search_posts_filter=rapids){: target="_blank"}. We are also always available on our [RAPIDS GoAi Slack Channel]({{ site.social.slack.url }}).
+After installing the RAPIDS libraries, the best place to get started is our [User Guide](/user-guide). Our [RAPIDS.ai](https://rapids.ai/) home page also provides a great deal of information, as does our [Blog Page](https://medium.com/rapids-ai) and the [NVIDIA Developer Blog](https://developer.nvidia.com/blog/?search_posts_filter=rapids). We are also always available on our [RAPIDS GoAi Slack Channel](https://rapids.ai/slack-invite).
 
 <br/><br/>
diff --git a/licenses/CubinLinker.txt b/source/licenses/CubinLinker.txt
similarity index 96%
rename from licenses/CubinLinker.txt
rename to source/licenses/CubinLinker.txt
index fe5abbb7d0d..bdd11f61ef6 100644
--- a/licenses/CubinLinker.txt
+++ b/source/licenses/CubinLinker.txt
@@ -7,11 +7,11 @@ hereunder (“SOFTWARE”).
 
 By taking delivery of the SOFTWARE, you affirm that you have reached the legal
 age of majority, you accept the terms of this license, and you take legal and
-financial responsibility for the actions of your permitted users. 
+financial responsibility for the actions of your permitted users.
 
 You agree to use the SOFTWARE only for purposes that are permitted by
 
-(a) this license, and 
+(a) this license, and
 (b) any applicable law, regulation or generally accepted practices or guidelines
     in the relevant jurisdictions.
 
@@ -35,7 +35,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    b. You agree to notify NVIDIA in writing of any known or suspected
       distribution or use of the SOFTWARE not in compliance with the
       requirements of this license, and to enforce the terms of your agreements
-      with respect to distributed SOFTWARE. 
+      with respect to distributed SOFTWARE.
 
 3. LIMITATIONS. Your license to use the SOFTWARE is restricted as follows:
 
@@ -58,7 +58,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
 
 4. OWNERSHIP. The SOFTWARE and the related intellectual property rights therein
    are and will remain the sole and exclusive property of NVIDIA or its
-   licensors. 
+   licensors.
 
 5. FEEDBACK. You may, but are not obligated to, provide Feedback to NVIDIA.
    “Feedback” means all suggestions, fixes, modifications, feature requests or
@@ -76,7 +76,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    MERCHANTABILITY, NONINFRINGEMENT, OR FITNESS FOR A PARTICULAR PURPOSE.
    NVIDIA DOES NOT WARRANT THAT THE SOFTWARE WILL MEET YOUR REQUIREMENTS OR
    THAT THE OPERATION THEREOF WILL BE UNINTERRUPTED OR ERROR-FREE, OR THAT ALL
-   ERRORS WILL BE CORRECTED. 
+   ERRORS WILL BE CORRECTED.
 
 7. LIMITATIONS OF LIABILITY. TO THE MAXIMUM EXTENT PERMITTED BY LAW, NVIDIA AND
    ITS AFFILIATES SHALL NOT BE LIABLE FOR ANY SPECIAL, INCIDENTAL, PUNITIVE OR
@@ -88,7 +88,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    REASONABLY HAVE FORESEEN, THE POSSIBILITY OF SUCH DAMAGES. IN NO EVENT WILL
    NVIDIA’S AND ITS AFFILIATES TOTAL CUMULATIVE LIABILITY UNDER OR ARISING OUT
    OF THIS LICENSE EXCEED US$10.00. THE NATURE OF THE LIABILITY OR THE NUMBER
-   OF CLAIMS OR SUITS SHALL NOT ENLARGE OR EXTEND THIS LIMIT. 
+   OF CLAIMS OR SUITS SHALL NOT ENLARGE OR EXTEND THIS LIMIT.
 
 8. TERMINATION. Your rights under this license will terminate automatically
    without notice from NVIDIA if you fail to comply with any term and condition
@@ -99,7 +99,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    SOFTWARE and destroy all copies in your possession or control. Your prior
    distributions in accordance with this license are not affected by the
    termination of this license. All provisions of this license will survive
-   termination, except for the license granted to you. 
+   termination, except for the license granted to you.
 
 9. APPLICABLE LAW. This license will be governed in all respects by the laws of
    the United States and of the State of Delaware, without regard to the
@@ -109,13 +109,13 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    exclusive jurisdiction over any dispute or claim arising out of this
    license.  Notwithstanding this, you agree that NVIDIA shall still be allowed
    to apply for injunctive remedies or an equivalent type of urgent legal
-   relief in any jurisdiction. 
+   relief in any jurisdiction.
 
 10. NO ASSIGNMENT. This license and your rights and obligations thereunder may
     not be assigned by you by any means or operation of law without NVIDIA’s
     permission. Any attempted assignment not approved by NVIDIA in writing
-    shall be void and of no effect. 
- 
+    shall be void and of no effect.
+
 11. EXPORT. The SOFTWARE is subject to United States export laws and
     regulations. You agree that you will not ship, transfer or export the
     SOFTWARE into any country, or use the SOFTWARE in any manner, prohibited by
diff --git a/licenses/cugraph-ops-EULA.txt b/source/licenses/cugraph-ops-EULA.txt
similarity index 98%
rename from licenses/cugraph-ops-EULA.txt
rename to source/licenses/cugraph-ops-EULA.txt
index db26548181f..8e37e2e0383 100644
--- a/licenses/cugraph-ops-EULA.txt
+++ b/source/licenses/cugraph-ops-EULA.txt
@@ -1,381 +1,381 @@
-NVIDIA Software License Agreement
-=================================
-
-IMPORTANT NOTICE - PLEASE READ AND AGREE BEFORE USING THE SOFTWARE.
-
-This license agreement ("Agreement") is a legal agreement between you,
-whether an individual or entity ("you") and NVIDIA Corporation ("NVIDIA")
-and governs the use of the NVIDIA cuGraph-Ops software and materials provided
-under this Agreement ("Software").
-
-This Agreement can be accepted only by an adult of legal age of majority in
-the country in which the Software is used. If you don't have the required age
-or authority to accept this Agreement, or if you don't accept all the terms and
-conditions of this Agreement, do not use the Software. You agree to use the
-Software only for purposes that are permitted by this Agreement and any
-applicable law or regulation in the relevant jurisdictions.
-
-1.  License Grant. Subject to the terms of this Agreement, NVIDIA grants you a
-    non-exclusive, revocable, non-transferable, non-sublicensable (except as
-    expressly granted in this Agreement), license to:
-
-    1.1	install and use copies of the Software,
-    and
-    1.2	distribute the Software in binary format as incorporated into a
-    software application subject to the following distribution requirements:
-
-        (a)	Your application must have material additional functionality,
-            beyond the included portions of the Software.
-
-        (b)	The distributable portions of the Software shall only be accessed
-            by your application.
-
-        (c)	The following notice shall be included in modifications and
-            derivative works of sample source code distributed: "This software
-            contains source code provided by NVIDIA Corporation."
-
-        (d)	Unless a developer tool is identified in this Agreement as
-            distributable, it is delivered for your internal use only.
-
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-    from NVIDIA if you fail to comply with any of the terms in this Agreement
-    or if you commence or participate in any legal proceeding against NVIDIA
-    with respect to the Software. Additionally, NVIDIA may terminate this
-    Agreement with prior written notice to you if in NVIDIA's sole discretion,
-    the continued use of it is no longer commercially viable or creates
-    liabilities for NVIDIA. You agree to cooperate with NVIDIA and provide
-    reasonably requested information to verify your compliance with this
-    Agreement. Upon any termination, you must stop using and destroy all copies
-    of the Software. Upon written request, you will certify in writing that you
-    have complied with your commitments under this section. All provisions will
-    survive termination, except for the licenses granted to you.
-
-9.  Ownership.
-    9.1	NVIDIA Ownership. The Software, including all intellectual property
-        rights, is and will remain the sole and exclusive property of NVIDIA
-        or its licensors. Except as expressly granted in this Agreement,
-
-        (i) NVIDIA reserves all rights, interests and remedies in connection
-            with the Software and
-
-        (ii) no other license or right is granted to you by implication,
-            estoppel or otherwise.
-
-    9.2 Your Ownership. Subject to the rights of NVIDIA and its suppliers in
-        the Software, you hold all rights, title and interest in and to your
-        services, applications and derivative works of samples or examples you
-        develop as permitted in this Agreement including their respective
-        intellectual property rights.
-
-    9.3	Non-Assert. You agree that you will not, and will not assist or enable
-        any other party to, assert or threaten to assert any intellectual
-        property rights against NVIDIA or its affiliates with respect to new
-        software samples or examples that NVIDIA or its affiliates may develop
-        and make available in the future.
-
-10. Feedback. You may, but are not obligated to, provide suggestions, requests,
-    fixes, modifications, enhancements or other feedback regarding or in
-    connection with your use of the Software (collectively, "Feedback").
-    Feedback, even if designated as confidential by you, will not create any
-    confidentiality obligation for NVIDIA or its affiliates. If you provide
-    Feedback, you hereby grant NVIDIA, its affiliates and its designees a
-    non-exclusive, perpetual, irrevocable, sublicensable, worldwide,
-    royalty-free, fully paid-up and transferable license, under your
-    intellectual property rights, to publicly perform, publicly display,
-    reproduce, use, make, have made, sell, offer for sale, distribute
-    (through multiple tiers of distribution), import, create derivative works
-    of and otherwise commercialize and exploit the Feedback at NVIDIA's
-    discretion. You will not give Feedback
-
-        (i) that you have reason to believe is subject to any restriction that
-            impairs the exercise of the grant stated in this section, such as
-            third-party intellectual property rights or
-
-        (ii) subject to license terms which seek to require any product
-            incorporating or developed using such Feedback, or other
-            intellectual property of NVIDIA or its affiliates, to be licensed
-            to or otherwise shared with any third party.
-
-11.	Disclaimer of Warranties. THE SOFTWARE IS PROVIDED BY NVIDIA AS-IS AND WITH
-    ALL FAULTS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, NVIDIA
-    DISCLAIMS ALL WARRANTIES AND REPRESENTATIONS OF ANY KIND, WHETHER EXPRESS,
-    IMPLIED OR STATUTORY, RELATING TO OR ARISING UNDER THIS AGREEMENT,
-    INCLUDING, WITHOUT LIMITATION, THE WARRANTIES OF TITLE, NONINFRINGEMENT,
-    MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, USAGE OF TRADE AND
-    COURSE OF DEALING. WITHOUT LIMITING THE FOREGOING, NVIDIA DOES NOT WARRANT
-    THAT THE SOFTWARE WILL MEET YOUR REQUIREMENTS; THAT ANY DEFECTS OR ERRORS
-    WILL BE CORRECTED; THAT ANY CERTAIN CONTENT WILL BE AVAILABLE; OR THAT THE
-    SOFTWARE IS FREE OF VIRUSES OR OTHER HARMFUL COMPONENTS.  NO INFORMATION OR
-    ADVICE GIVEN BY NVIDIA WILL IN ANY WAY INCREASE THE SCOPE OF ANY WARRANTY
-    EXPRESSLY PROVIDED IN THIS AGREEMENT. NVIDIA does not warrant or assume
-    responsibility for the accuracy or completeness of any third-party
-    information, text, graphics or links contained in the Software.
-
-12.	Limitations of Liability.
-    12.1 DISCLAIMERS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN
-        NO EVENT WILL NVIDIA BE LIABLE FOR ANY (I) INDIRECT, PUNITIVE, SPECIAL,
-        INCIDENTAL OR CONSEQUENTIAL DAMAGES, OR (II) DAMAGES FOR THE (A) COST
-        OF PROCURING SUBSTITUTE GOODS OR (B) LOSS OF PROFITS, REVENUES, USE,
-        DATA OR GOODWILL ARISING OUT OF OR RELATED TO THIS AGREEMENT, WHETHER
-        BASED ON BREACH OF CONTRACT, TORT (INCLUDING NEGLIGENCE), STRICT
-        LIABILITY, OR OTHERWISE, AND EVEN IF NVIDIA HAS BEEN ADVISED OF THE
-        POSSIBILITY OF SUCH DAMAGES AND EVEN IF A PARTY'S REMEDIES FAIL THEIR
-        ESSENTIAL PURPOSE.
-
-    12.2 DAMAGES CAP. ADDITIONALLY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE
-        LAW, NVIDIA'S TOTAL CUMULATIVE AGGREGATE LIABILITY FOR ANY AND ALL
-        LIABILITIES, OBLIGATIONS OR CLAIMS ARISING OUT OF OR RELATED TO THIS
-        AGREEMENT WILL NOT EXCEED FIVE U.S. DOLLARS (US$5).
-
-13.	Governing Law and Jurisdiction. This Agreement will be governed in all
-    respects by the laws of the United States and the laws of the State of
-    Delaware, without regard to conflict of laws principles or the United
-    Nations Convention on Contracts for the International Sale of Goods. The
-    state and federal courts residing in Santa Clara County, California will
-    have exclusive jurisdiction over any dispute or claim arising out of or
-    related to this Agreement, and the parties irrevocably consent to personal
-    jurisdiction and venue in those courts; except that either party may apply
-    for injunctive remedies or an equivalent type of urgent legal relief in any
-    jurisdiction.
-
-14.	General.
-    14.1 No Assignment. NVIDIA may assign, delegate or transfer its rights
-        or obligations under this Agreement by any means or operation of law.
-        You may not, without NVIDIA's prior written consent, assign, delegate
-        or transfer any of your rights or obligations under this Agreement by
-        any means or operation of law, and any attempt to do so is null and
-        void.
-
-    14.2 No Waiver. No waiver of any term of the Agreement will be deemed a
-        further or continuing waiver of such term or any other term, and
-        NVIDIA's failure to assert any right or provision under the Agreement
-        will not constitute a waiver of such right or provision.
-
-    14.3  Trade and Compliance. You agree to comply with all applicable export,
-        import, trade and economic sanctions laws and regulations, including
-        U.S. Export Administration Regulations and Office of Foreign Assets
-        Control regulations. You confirm that you will not export or reexport
-        any products or technology, directly or indirectly, without first
-        obtaining any required license or other approval from appropriate
-        authorities,
-
-        (i) to any countries that are subject to any U.S. or local export
-            restrictions (currently including, but not necessarily limited
-            to, Cuba, Iran, North Korea, Syria, the Region of Crimea, Donetsk
-            People's Republic Region and Luhansk People's Republic Region);
-
-        (ii) to any end user who you know or have reason to know will utilize
-            them in the design, development or production of nuclear, chemical
-            or biological weapons, missiles, rocket systems, unmanned air
-            vehicles, or any weapons of mass destruction;
-
-        (iii) to any end-user who has been prohibited from participating in the
-            U.S. or local export transactions by any governing authority; or
-
-        (iv) to any known military or military-intelligence end-user or for any
-            known military or military-intelligence end-use in accordance with
-            U.S. trade compliance laws and regulations. Use of the Software
-            under this Agreement must be consistent with NVIDIA's
-            HumanRightsPolicy.pdf (nvidia.com).
-
-    14.4  Government Rights. The Software, documentation and technology
-        ("Protected Items") are "Commercial products" as this term is defined
-        at 48 C.F.R. 2.101, consisting of "commercial computer software" and
-        "commercial computer software documentation" as such terms are used in,
-        respectively, 48 C.F.R. 12.212 and 48 C.F.R. 227.7202 &
-        252.227-7014(a)(1). Before any Protected Items are supplied to the U.S.
-        Government, you will
-
-        (i) inform the U.S. Government in writing that the Protected Items are
-            and must be treated as commercial computer software and commercial
-            computersoftware documentation developed at private expense;
-
-        (ii) inform the U.S. Government that the Protected Items are provided
-            subject to the terms of the Agreement; and
-
-        (iii) mark the Protected Items as commercial computer software and
-            commercial computer software documentation developed at private
-            expense. In no event will you permit the U.S. Government to acquire
-            rights in Protected Items beyond those specified in 48 C.F.R.
-            52.227-19(b)(1)-(2) or 252.227-7013(c) except as expressly approved
-            by NVIDIA in writing.
-
-    14.5 Notices. Please direct your legal notices or other correspondence to
-        NVIDIA Corporation, 2788 San Tomas Expressway, Santa Clara, California
-        95051, United States of America, Attention: Legal Department, with a
-        copy emailed to legalnotices@nvidia.com. If NVIDIA needs to contact you
-        about the Software, you consent to receive the notices by email and
-        agree that such notices will satisfy any legal communication
-        requirements.
-
-    14.6 Force Majeure. Neither party will be liable during any period where an
-        event or circumstance prevents or delays that party from performing its
-        obligations under this Agreement and that event or circumstance:
-
-        (i) is not within the reasonable control of that party and is not the
-            result of that party's negligence, and
-
-        (ii) cannot be overcome or avoided by that party using reasonably
-            diligent efforts.
-
-    14.7 Severability and Amendment. If a court of competent jurisdiction rules
-        that a provision of this Agreement is unenforceable, that provision
-        will be deemed modified to the extent necessary to make it enforceable
-        and the remainder of this Agreement will continue in full force and
-        effect. Any amendment to this Agreement must be in writing and signed
-        by authorized representatives of both parties.
-
-    14.8 Construction. The headings in the Agreement are included solely for
-        convenience and are not intended to affect the meaning or
-        interpretation of the Agreement. As required by the context of the
-        Agreement, the singular of a term includes the plural and vice versa.
-
-    14.9 Entire Agreement. Regarding the subject matter of this Agreement, the
-    parties agree that
-
-        (i) this Agreement constitutes the entire and exclusive agreement
-            between the parties and supersedes all prior and contemporaneous
-            communications and
-
-        (ii) any additional or different terms or conditions, whether contained
-            in purchase orders, order acknowledgments, invoices or otherwise,
-            will not be binding and are null and void.
+NVIDIA Software License Agreement
+=================================
+
+IMPORTANT NOTICE - PLEASE READ AND AGREE BEFORE USING THE SOFTWARE.
+
+This license agreement ("Agreement") is a legal agreement between you,
+whether an individual or entity ("you") and NVIDIA Corporation ("NVIDIA")
+and governs the use of the NVIDIA cuGraph-Ops software and materials provided
+under this Agreement ("Software").
+
+This Agreement can be accepted only by an adult of legal age of majority in
+the country in which the Software is used. If you don't have the required age
+or authority to accept this Agreement, or if you don't accept all the terms and
+conditions of this Agreement, do not use the Software. You agree to use the
+Software only for purposes that are permitted by this Agreement and any
+applicable law or regulation in the relevant jurisdictions.
+
+1.  License Grant. Subject to the terms of this Agreement, NVIDIA grants you a
+    non-exclusive, revocable, non-transferable, non-sublicensable (except as
+    expressly granted in this Agreement), license to:
+
+    1.1	install and use copies of the Software,
+    and
+    1.2	distribute the Software in binary format as incorporated into a
+    software application subject to the following distribution requirements:
+
+        (a)	Your application must have material additional functionality,
+            beyond the included portions of the Software.
+
+        (b)	The distributable portions of the Software shall only be accessed
+            by your application.
+
+        (c)	The following notice shall be included in modifications and
+            derivative works of sample source code distributed: "This software
+            contains source code provided by NVIDIA Corporation."
+
+        (d)	Unless a developer tool is identified in this Agreement as
+            distributable, it is delivered for your internal use only.
+
+        (e)	The terms under which you distribute your application must be
+            consistent with the terms of this Agreement, including
+            (without limitation) terms relating to the license grant and
+            license restrictions and protection of NVIDIA's intellectual
+            property rights. Additionally, you agree that you will protect
+            the privacy, securityand legal rights of your application users.
+
+        (f)	You agree to notify NVIDIA in writing of any known or suspected
+            distribution or use of the Software not in compliance with the
+            requirements of this Agreement, and to enforce the terms of your
+            agreements with respect to distributed Software.
+
+2.  Limitations. Your license to use the Software is restricted as follows:
+
+    2.1	The Software is licensed for you to develop applications only for use
+        in systems with NVIDIA GPUs.
+
+    2.2	You may not reverse engineer, decompile or disassemble the Software
+        components provided in binary form, nor attempt in any other manner to
+        obtain source code of the Software.
+
+    2.3	You may not change or remove copyright or other proprietary notices in
+        the Software.
+
+    2.4	Except as expressly granted in this Agreement, you may not copy, sell,
+        rent, sublicense, transfer, distribute, modify or create derivative
+        works of the Software, or make its functionality available to others.
+
+    2.5	You may not bypass, disable or circumvent any technical limitation,
+        encryption, security, digital rights management or authentication
+        mechanism in the Software.
+
+    2.6 You may not use the Software in any manner that would cause it to
+        become subject to an open source software license; subject to the
+        terms in the "Components Under Other Licenses" section below.
+
+    2.7	You may not use the Software for the purpose of developing competing
+        products or technologies or assist a third party in such activities.
+
+    2.8	You may not indicate that a product or service developed with the
+        Software is sponsored or endorsed by NVIDIA.
+
+    2.9	You may not reverse engineer, decompile or disassemble any portion of
+        the output generated using Software elements for the purpose of
+        translating such output artifacts to target a non-NVIDIA platform.
+
+    2.10 You may not distribute or disclose to third parties the output of the
+        Software where the output reveals functionality or performance data
+        pertinent to NVIDIA hardware or software products, results of
+        benchmarking, competitive analysis, or regression or performance data
+        relating to the Software or NVIDIA GPUs without the prior written
+        permission from NVIDIA.
+
+    2.11 You acknowledge that the Software provided under this Agreement is not
+        designed or tested by NVIDIA for use in any system or application where
+        the use or failure of such system or application developed with
+        NVIDIA's Software could result in injury, death or catastrophic damage
+        (each, a "Mission Critical Application"). Examples of Mission Critical
+        Applications include use in avionics, navigation, autonomous vehicle
+        applications, AI solutions for automotive products, military, medical,
+        life support or other mission-critical or life-critical applications.
+        NVIDIA will not be liable to you or any third party, in whole or in
+        part, for any claims or damages arising from these uses. You are solely
+        responsible for ensuring that systems and applications developed with
+        the Software include sufficient safety and redundancy features and
+        comply with all applicable legal and regulatory standards and
+        requirements.
+
+    2.12 You agree to defend, indemnify and hold harmless NVIDIA and its
+        affiliates, and their respective employees, contractors, agents,
+        officers and directors, from and against any and all claims, damages,
+        obligations, losses, liabilities, costs or debt, fines, restitutions
+        and expenses (including but not limited to attorney's fees and costs
+        incident to establishing the right of indemnification) arising out of
+        or related to
+
+        (i) products or services that have been developed or deployed with or
+            use the Software, or claims that they violate laws, or infringe,
+            violate, or misappropriate any third party right;
+        or
+        (ii) a violation of the terms and conditions of this Agreement.
+
+3.  Authorized Users. You may allow employees and contractors of your entity or
+    of your subsidiary(ies) to access and use the Software from your secure
+    network to perform the work authorized by this Agreement on your behalf. If
+    you are an academic institution, you may allow users enrolled or employed
+    by the academic institution to access and use the Software as authorized by
+    this Agreement from your secure network. You are responsible for the
+    compliance with the terms of this Agreement by your authorized users. Any
+    act or omission that if committed by you would constitute a breach of this
+    Agreement will be deemed to constitute a breach of this Agreement if
+    committed by your authorized users.
+
+4.  Confidentiality. You agree that you will not use, nor authorize others to
+    use, NVIDIA Confidential Information, except as necessary for the
+    performance of this Agreement, and that you will not disclose NVIDIA
+    Confidential Information to any third party, except to permitted users
+    under this Agreement that have a need to know such Confidential Information
+    for the purpose of this Agreement, provided that each such recipient is
+    subject to a written agreement that includes confidentiality obligations
+    consistent with these terms. You will protect the NVIDIA Confidential
+    Information with at least the same degree of care that you use to protect
+    your own similar confidential and proprietary information, but no less than
+    a reasonable degree of care. "Confidential Information" means the Software
+    including its features and functionality, output, and any results of
+    competitive analysis or regression or performance data relating to the
+    Software.
+
+5.  Pre-Release Versions. Software versions or specific features identified as
+    alpha, beta, preview, early access or otherwise as pre-release may not be
+    fully functional, may contain errors or design flaws, and may have reduced
+    or different security, privacy, availability and reliability standards
+    relative to commercial versions of NVIDIA offerings. You may use
+    pre-release Software at your own risk, understanding that such versions are
+    not intended for use in production or business-critical systems. NVIDIA may
+    choose not to make available a commercial version of any pre-release
+    Software. NVIDIA may also choose to abandon development and terminate the
+    availability of pre-release Software at any time without liability.
+
+6.  Updates. NVIDIA may, at its option, make available patches, workarounds or
+    other updates to the Software. Unless the updates are provided with their
+    separate governing terms, they are deemed part of the Software licensed to
+    you as provided in this Agreement.
+
+7.  Components Under Other Licenses. The Software may include or be distributed
+    with components provided with separate legal notices or terms that
+    accompany the components, such as open source software licenses and other
+    license. The components are subject to the applicable other licenses,
+    including any proprietary notices, disclaimers, requirements and extended
+    use rights; except that this Agreement will prevail regarding the use of
+    third-party open source software, unless a third-party open source software
+    license requires its license terms to prevail. Open source software license
+    means any software, data or documentation subject to any license identified
+    as an open source license by the Open Source Initiative
+    (http://opensource.org), Free Software Foundation (http://www.fsf.org) or
+    other similar open source organization or listed by the Software Package
+    Data Exchange (SPDX) Workgroup under the Linux Foundation
+    (http://www.spdx.org).
+
+8.  Termination. This Agreement will automatically terminate without notice
+    from NVIDIA if you fail to comply with any of the terms in this Agreement
+    or if you commence or participate in any legal proceeding against NVIDIA
+    with respect to the Software. Additionally, NVIDIA may terminate this
+    Agreement with prior written notice to you if in NVIDIA's sole discretion,
+    the continued use of it is no longer commercially viable or creates
+    liabilities for NVIDIA. You agree to cooperate with NVIDIA and provide
+    reasonably requested information to verify your compliance with this
+    Agreement. Upon any termination, you must stop using and destroy all copies
+    of the Software. Upon written request, you will certify in writing that you
+    have complied with your commitments under this section. All provisions will
+    survive termination, except for the licenses granted to you.
+
+9.  Ownership.
+    9.1	NVIDIA Ownership. The Software, including all intellectual property
+        rights, is and will remain the sole and exclusive property of NVIDIA
+        or its licensors. Except as expressly granted in this Agreement,
+
+        (i) NVIDIA reserves all rights, interests and remedies in connection
+            with the Software and
+
+        (ii) no other license or right is granted to you by implication,
+            estoppel or otherwise.
+
+    9.2 Your Ownership. Subject to the rights of NVIDIA and its suppliers in
+        the Software, you hold all rights, title and interest in and to your
+        services, applications and derivative works of samples or examples you
+        develop as permitted in this Agreement including their respective
+        intellectual property rights.
+
+    9.3	Non-Assert. You agree that you will not, and will not assist or enable
+        any other party to, assert or threaten to assert any intellectual
+        property rights against NVIDIA or its affiliates with respect to new
+        software samples or examples that NVIDIA or its affiliates may develop
+        and make available in the future.
+
+10. Feedback. You may, but are not obligated to, provide suggestions, requests,
+    fixes, modifications, enhancements or other feedback regarding or in
+    connection with your use of the Software (collectively, "Feedback").
+    Feedback, even if designated as confidential by you, will not create any
+    confidentiality obligation for NVIDIA or its affiliates. If you provide
+    Feedback, you hereby grant NVIDIA, its affiliates and its designees a
+    non-exclusive, perpetual, irrevocable, sublicensable, worldwide,
+    royalty-free, fully paid-up and transferable license, under your
+    intellectual property rights, to publicly perform, publicly display,
+    reproduce, use, make, have made, sell, offer for sale, distribute
+    (through multiple tiers of distribution), import, create derivative works
+    of and otherwise commercialize and exploit the Feedback at NVIDIA's
+    discretion. You will not give Feedback
+
+        (i) that you have reason to believe is subject to any restriction that
+            impairs the exercise of the grant stated in this section, such as
+            third-party intellectual property rights or
+
+        (ii) subject to license terms which seek to require any product
+            incorporating or developed using such Feedback, or other
+            intellectual property of NVIDIA or its affiliates, to be licensed
+            to or otherwise shared with any third party.
+
+11.	Disclaimer of Warranties. THE SOFTWARE IS PROVIDED BY NVIDIA AS-IS AND WITH
+    ALL FAULTS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, NVIDIA
+    DISCLAIMS ALL WARRANTIES AND REPRESENTATIONS OF ANY KIND, WHETHER EXPRESS,
+    IMPLIED OR STATUTORY, RELATING TO OR ARISING UNDER THIS AGREEMENT,
+    INCLUDING, WITHOUT LIMITATION, THE WARRANTIES OF TITLE, NONINFRINGEMENT,
+    MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, USAGE OF TRADE AND
+    COURSE OF DEALING. WITHOUT LIMITING THE FOREGOING, NVIDIA DOES NOT WARRANT
+    THAT THE SOFTWARE WILL MEET YOUR REQUIREMENTS; THAT ANY DEFECTS OR ERRORS
+    WILL BE CORRECTED; THAT ANY CERTAIN CONTENT WILL BE AVAILABLE; OR THAT THE
+    SOFTWARE IS FREE OF VIRUSES OR OTHER HARMFUL COMPONENTS.  NO INFORMATION OR
+    ADVICE GIVEN BY NVIDIA WILL IN ANY WAY INCREASE THE SCOPE OF ANY WARRANTY
+    EXPRESSLY PROVIDED IN THIS AGREEMENT. NVIDIA does not warrant or assume
+    responsibility for the accuracy or completeness of any third-party
+    information, text, graphics or links contained in the Software.
+
+12.	Limitations of Liability.
+    12.1 DISCLAIMERS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN
+        NO EVENT WILL NVIDIA BE LIABLE FOR ANY (I) INDIRECT, PUNITIVE, SPECIAL,
+        INCIDENTAL OR CONSEQUENTIAL DAMAGES, OR (II) DAMAGES FOR THE (A) COST
+        OF PROCURING SUBSTITUTE GOODS OR (B) LOSS OF PROFITS, REVENUES, USE,
+        DATA OR GOODWILL ARISING OUT OF OR RELATED TO THIS AGREEMENT, WHETHER
+        BASED ON BREACH OF CONTRACT, TORT (INCLUDING NEGLIGENCE), STRICT
+        LIABILITY, OR OTHERWISE, AND EVEN IF NVIDIA HAS BEEN ADVISED OF THE
+        POSSIBILITY OF SUCH DAMAGES AND EVEN IF A PARTY'S REMEDIES FAIL THEIR
+        ESSENTIAL PURPOSE.
+
+    12.2 DAMAGES CAP. ADDITIONALLY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE
+        LAW, NVIDIA'S TOTAL CUMULATIVE AGGREGATE LIABILITY FOR ANY AND ALL
+        LIABILITIES, OBLIGATIONS OR CLAIMS ARISING OUT OF OR RELATED TO THIS
+        AGREEMENT WILL NOT EXCEED FIVE U.S. DOLLARS (US$5).
+
+13.	Governing Law and Jurisdiction. This Agreement will be governed in all
+    respects by the laws of the United States and the laws of the State of
+    Delaware, without regard to conflict of laws principles or the United
+    Nations Convention on Contracts for the International Sale of Goods. The
+    state and federal courts residing in Santa Clara County, California will
+    have exclusive jurisdiction over any dispute or claim arising out of or
+    related to this Agreement, and the parties irrevocably consent to personal
+    jurisdiction and venue in those courts; except that either party may apply
+    for injunctive remedies or an equivalent type of urgent legal relief in any
+    jurisdiction.
+
+14.	General.
+    14.1 No Assignment. NVIDIA may assign, delegate or transfer its rights
+        or obligations under this Agreement by any means or operation of law.
+        You may not, without NVIDIA's prior written consent, assign, delegate
+        or transfer any of your rights or obligations under this Agreement by
+        any means or operation of law, and any attempt to do so is null and
+        void.
+
+    14.2 No Waiver. No waiver of any term of the Agreement will be deemed a
+        further or continuing waiver of such term or any other term, and
+        NVIDIA's failure to assert any right or provision under the Agreement
+        will not constitute a waiver of such right or provision.
+
+    14.3  Trade and Compliance. You agree to comply with all applicable export,
+        import, trade and economic sanctions laws and regulations, including
+        U.S. Export Administration Regulations and Office of Foreign Assets
+        Control regulations. You confirm that you will not export or reexport
+        any products or technology, directly or indirectly, without first
+        obtaining any required license or other approval from appropriate
+        authorities,
+
+        (i) to any countries that are subject to any U.S. or local export
+            restrictions (currently including, but not necessarily limited
+            to, Cuba, Iran, North Korea, Syria, the Region of Crimea, Donetsk
+            People's Republic Region and Luhansk People's Republic Region);
+
+        (ii) to any end user who you know or have reason to know will utilize
+            them in the design, development or production of nuclear, chemical
+            or biological weapons, missiles, rocket systems, unmanned air
+            vehicles, or any weapons of mass destruction;
+
+        (iii) to any end-user who has been prohibited from participating in the
+            U.S. or local export transactions by any governing authority; or
+
+        (iv) to any known military or military-intelligence end-user or for any
+            known military or military-intelligence end-use in accordance with
+            U.S. trade compliance laws and regulations. Use of the Software
+            under this Agreement must be consistent with NVIDIA's
+            HumanRightsPolicy.pdf (nvidia.com).
+
+    14.4  Government Rights. The Software, documentation and technology
+        ("Protected Items") are "Commercial products" as this term is defined
+        at 48 C.F.R. 2.101, consisting of "commercial computer software" and
+        "commercial computer software documentation" as such terms are used in,
+        respectively, 48 C.F.R. 12.212 and 48 C.F.R. 227.7202 &
+        252.227-7014(a)(1). Before any Protected Items are supplied to the U.S.
+        Government, you will
+
+        (i) inform the U.S. Government in writing that the Protected Items are
+            and must be treated as commercial computer software and commercial
+            computersoftware documentation developed at private expense;
+
+        (ii) inform the U.S. Government that the Protected Items are provided
+            subject to the terms of the Agreement; and
+
+        (iii) mark the Protected Items as commercial computer software and
+            commercial computer software documentation developed at private
+            expense. In no event will you permit the U.S. Government to acquire
+            rights in Protected Items beyond those specified in 48 C.F.R.
+            52.227-19(b)(1)-(2) or 252.227-7013(c) except as expressly approved
+            by NVIDIA in writing.
+
+    14.5 Notices. Please direct your legal notices or other correspondence to
+        NVIDIA Corporation, 2788 San Tomas Expressway, Santa Clara, California
+        95051, United States of America, Attention: Legal Department, with a
+        copy emailed to legalnotices@nvidia.com. If NVIDIA needs to contact you
+        about the Software, you consent to receive the notices by email and
+        agree that such notices will satisfy any legal communication
+        requirements.
+
+    14.6 Force Majeure. Neither party will be liable during any period where an
+        event or circumstance prevents or delays that party from performing its
+        obligations under this Agreement and that event or circumstance:
+
+        (i) is not within the reasonable control of that party and is not the
+            result of that party's negligence, and
+
+        (ii) cannot be overcome or avoided by that party using reasonably
+            diligent efforts.
+
+    14.7 Severability and Amendment. If a court of competent jurisdiction rules
+        that a provision of this Agreement is unenforceable, that provision
+        will be deemed modified to the extent necessary to make it enforceable
+        and the remainder of this Agreement will continue in full force and
+        effect. Any amendment to this Agreement must be in writing and signed
+        by authorized representatives of both parties.
+
+    14.8 Construction. The headings in the Agreement are included solely for
+        convenience and are not intended to affect the meaning or
+        interpretation of the Agreement. As required by the context of the
+        Agreement, the singular of a term includes the plural and vice versa.
+
+    14.9 Entire Agreement. Regarding the subject matter of this Agreement, the
+    parties agree that
+
+        (i) this Agreement constitutes the entire and exclusive agreement
+            between the parties and supersedes all prior and contemporaneous
+            communications and
+
+        (ii) any additional or different terms or conditions, whether contained
+            in purchase orders, order acknowledgments, invoices or otherwise,
+            will not be binding and are null and void.
diff --git a/maintainers/datasets.md b/source/maintainers/datasets.md
similarity index 96%
rename from maintainers/datasets.md
rename to source/maintainers/datasets.md
index a4bd54373b5..4e573cea147 100644
--- a/maintainers/datasets.md
+++ b/source/maintainers/datasets.md
@@ -1,10 +1,3 @@
----
-layout: default
-nav_order: 1
-parent: Maintainer Docs
-title: Datasets
----
-
 # Datasets
 
 ## Overview
@@ -13,14 +6,11 @@ Many tests depend on the presence of specific datasets in order to properly veri
 
 ### Intended audience
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ## Running Tests That Use Datasets
 
diff --git a/maintainers/forward-merger.md b/source/maintainers/forward-merger.md
similarity index 66%
rename from maintainers/forward-merger.md
rename to source/maintainers/forward-merger.md
index 3b54a586b36..7d276c4e588 100644
--- a/maintainers/forward-merger.md
+++ b/source/maintainers/forward-merger.md
@@ -1,10 +1,3 @@
----
-layout: default
-nav_order: 3
-parent: Maintainer Docs
-title: Forward Mergers
----
-
 # Forward Mergers
 
 ## Overview
@@ -15,14 +8,11 @@ Forward merging is implemented with the [ops-bot](https://github.com/rapidsai/op
 
 ### Intended audience
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ## Forward Mergers
 
@@ -32,24 +22,24 @@ During the release process, the branch for the next release is created and any p
 
 It is important to note that the forward-merge jobs will sometimes fail due to merge conflicts, and will request a manual merge to be done. *Never* use the GitHub Web UI to fix the merge conflicts as it will cause changes in the default branch to be merged into the release branch. Please use the following steps to fix the merge conflicts manually:
 
-Using the example of `release/{{ site.data.releases.stable.version }}` release branch and default development branch of `main`.
+Using the example of `release/<<! releases.stable.version !>>` release branch and default development branch of `main`.
 
 ```sh
-git checkout release/{{ site.data.releases.stable.version }}
+git checkout release/<<! releases.stable.version !>>
 git pull <rapidsai remote>
 git checkout main
 git pull <rapidsai remote>
-git checkout -b main-merge-release/{{ site.data.releases.stable.version }}
-git merge --no-squash release/{{ site.data.releases.stable.version }}
+git checkout -b main-merge-release/<<! releases.stable.version !>>
+git merge --no-squash release/<<! releases.stable.version !>>
 # Fix any merge conflicts caused by this merge
-git commit -am "Merge release/{{ site.data.releases.stable.version }} into main"
-git push <personal fork> main-merge-release/{{ site.data.releases.stable.version }}
+git commit -am "Merge release/<<! releases.stable.version !>> into main"
+git push <personal fork> main-merge-release/<<! releases.stable.version !>>
 ```
 
 Once this is done, open a PR that targets the default development branch (`main` in this example) with your changes.
 
 **IMPORTANT**:
-- When merging this PR, do not use the [auto-merger]({% link resources/auto-merger.md %}) (i.e. the `/merge` comment). Instead, use the `/merge nosquash` comment. This ensures that branch history is preserved and branches remain compatible.
+- When merging this PR, do not use the [auto-merger](/resources/auto-merger/) (i.e. the `/merge` comment). Instead, use the `/merge nosquash` comment. This ensures that branch history is preserved and branches remain compatible.
 - DO NOT close the PR that was auto-opened by the ops-bot. Otherwise, the manual forward-merge cannot be merged with `/merge nosquash` and must be admin-merged instead.
 
 Once this PR is merged, the original forward-merger PR should automatically be merged since it will contain the same commit hashes.
diff --git a/source/maintainers/index.md b/source/maintainers/index.md
new file mode 100644
index 00000000000..24ca7a40a46
--- /dev/null
+++ b/source/maintainers/index.md
@@ -0,0 +1,23 @@
+# RAPIDS Maintainers Docs
+
+RAPIDS projects use an established set of guidelines and procedures. These are
+available for the community to review and provide feedback on.
+
+## Intended audience
+
+{bdg-success}`Developers`
+
+{bdg-info}`Project Leads`
+
+{bdg-primary}`Operations`
+
+<<! current_schedules() !>>
+
+```{toctree}
+:hidden:
+
+datasets
+forward-merger
+../releases/index
+../resources/index
+```
diff --git a/source/notices/index.md b/source/notices/index.md
new file mode 100644
index 00000000000..b39f98af335
--- /dev/null
+++ b/source/notices/index.md
@@ -0,0 +1,25 @@
+# RAPIDS Notices
+
+<a href="/notices/feed.xml" aria-label="RSS feed"><i class="fas fa-rss" style="font-size: 1rem" aria-hidden="true"></i> RSS feed</a>
+
+Notices are our means to communicate and document changes in the project to contributors, core developers, users, and the community.
+
+## Notice Types
+
+| Type | Code | Intended Audience | Purpose |
+|:--|:--|:--|:--|
+| [RAPIDS Developer Notice](/notices/rdn/) | **RDN** | Contributors & Core Developers | Communicate updates to development processes |
+| [RAPIDS General Notice](/notices/rgn/) | **RGN** | Everyone | Project wide announcements and updates, including breaking changes |
+| [RAPIDS Support Notice](/notices/rsn/) | **RSN** | Everyone | Updates on RAPIDS support for specific versions of CUDA, Python, OS, platforms, and compilers |
+
+## Recent and Important Notices
+
+<<! notice_table(pinned=True) !>>
+
+```{toctree}
+:hidden:
+
+rdn/index
+rgn/index
+rsn/index
+```
diff --git a/source/notices/rdn/index.md b/source/notices/rdn/index.md
new file mode 100644
index 00000000000..cdfa51b9511
--- /dev/null
+++ b/source/notices/rdn/index.md
@@ -0,0 +1,6 @@
+# RAPIDS Developer Notices
+
+Index of **RDN** notices for RAPIDS contributors and developers about updates to
+development practices.
+
+<<! notice_table("rdn") !>>
diff --git a/_notices/rdn0001.md b/source/notices/rdn0001.md
similarity index 100%
rename from _notices/rdn0001.md
rename to source/notices/rdn0001.md
diff --git a/_notices/rdn0002.md b/source/notices/rdn0002.md
similarity index 100%
rename from _notices/rdn0002.md
rename to source/notices/rdn0002.md
diff --git a/_notices/rdn0003.md b/source/notices/rdn0003.md
similarity index 100%
rename from _notices/rdn0003.md
rename to source/notices/rdn0003.md
diff --git a/source/notices/rgn/index.md b/source/notices/rgn/index.md
new file mode 100644
index 00000000000..927d515653e
--- /dev/null
+++ b/source/notices/rgn/index.md
@@ -0,0 +1,6 @@
+# RAPIDS General Notices
+
+Index of **RGN** notices for project-wide announcements and updates, including
+breaking changes.
+
+<<! notice_table("rgn") !>>
diff --git a/_notices/rgn0001.md b/source/notices/rgn0001.md
similarity index 100%
rename from _notices/rgn0001.md
rename to source/notices/rgn0001.md
diff --git a/_notices/rgn0002.md b/source/notices/rgn0002.md
similarity index 100%
rename from _notices/rgn0002.md
rename to source/notices/rgn0002.md
diff --git a/_notices/rgn0003.md b/source/notices/rgn0003.md
similarity index 94%
rename from _notices/rgn0003.md
rename to source/notices/rgn0003.md
index 0b4113b92a9..2da31a022ff 100644
--- a/_notices/rgn0003.md
+++ b/source/notices/rgn0003.md
@@ -39,5 +39,5 @@ dependencies instead.
 
 ## Impact
 
-See our updated [release schedule]({% link maintainers/index.md %}) for
+See our updated [release schedule](/maintainers/) for
 `v0.15`
diff --git a/_notices/rgn0004.md b/source/notices/rgn0004.md
similarity index 100%
rename from _notices/rgn0004.md
rename to source/notices/rgn0004.md
diff --git a/_notices/rgn0005.md b/source/notices/rgn0005.md
similarity index 100%
rename from _notices/rgn0005.md
rename to source/notices/rgn0005.md
diff --git a/_notices/rgn0006.md b/source/notices/rgn0006.md
similarity index 92%
rename from _notices/rgn0006.md
rename to source/notices/rgn0006.md
index e017eeb663e..ac28e76f1a4 100644
--- a/_notices/rgn0006.md
+++ b/source/notices/rgn0006.md
@@ -30,5 +30,5 @@ The RAPIDS `v0.16` release date has been extended for 1 week to 2020-10-21
 
 ## Impact
 
-See our updated [release schedule]({% link maintainers/index.md %}) for
+See our updated [release schedule](/maintainers/) for
 `v0.16`
diff --git a/_notices/rgn0007.md b/source/notices/rgn0007.md
similarity index 100%
rename from _notices/rgn0007.md
rename to source/notices/rgn0007.md
diff --git a/_notices/rgn0008.md b/source/notices/rgn0008.md
similarity index 93%
rename from _notices/rgn0008.md
rename to source/notices/rgn0008.md
index b85ee5aee18..a10e96a58df 100644
--- a/_notices/rgn0008.md
+++ b/source/notices/rgn0008.md
@@ -31,7 +31,7 @@ encountered in [RDN 2](/notices/rdn0002)
 
 ## Impact
 
-- See our updated [release schedule]({% link maintainers/index.md %}) for
+- See our updated [release schedule](/maintainers/) for
 `v0.18`
 - Refer to [RDN 2](/notices/rdn0002) for more details on gcc `7.5.0`
 from-source build changes needed in `v0.18+`
diff --git a/_notices/rgn0009.md b/source/notices/rgn0009.md
similarity index 92%
rename from _notices/rgn0009.md
rename to source/notices/rgn0009.md
index d7c056249b8..ed5623a2d73 100644
--- a/_notices/rgn0009.md
+++ b/source/notices/rgn0009.md
@@ -34,4 +34,4 @@ The release is being extended in order to fix a [bug](https://github.com/rapidsa
 
 ## Impact
 
-See our updated [release schedule]({% link maintainers/index.md %}) for `v0.19`
+See our updated [release schedule](/maintainers/) for `v0.19`
diff --git a/_notices/rgn0010.md b/source/notices/rgn0010.md
similarity index 100%
rename from _notices/rgn0010.md
rename to source/notices/rgn0010.md
diff --git a/_notices/rgn0011.md b/source/notices/rgn0011.md
similarity index 100%
rename from _notices/rgn0011.md
rename to source/notices/rgn0011.md
diff --git a/_notices/rgn0012.md b/source/notices/rgn0012.md
similarity index 100%
rename from _notices/rgn0012.md
rename to source/notices/rgn0012.md
diff --git a/_notices/rgn0013.md b/source/notices/rgn0013.md
similarity index 100%
rename from _notices/rgn0013.md
rename to source/notices/rgn0013.md
diff --git a/_notices/rgn0014.md b/source/notices/rgn0014.md
similarity index 100%
rename from _notices/rgn0014.md
rename to source/notices/rgn0014.md
diff --git a/_notices/rgn0015.md b/source/notices/rgn0015.md
similarity index 100%
rename from _notices/rgn0015.md
rename to source/notices/rgn0015.md
diff --git a/_notices/rgn0016.md b/source/notices/rgn0016.md
similarity index 97%
rename from _notices/rgn0016.md
rename to source/notices/rgn0016.md
index d695184cb73..a162cbbedfd 100644
--- a/_notices/rgn0016.md
+++ b/source/notices/rgn0016.md
@@ -1,39 +1,39 @@
----
-layout: notice
-parent: RAPIDS General Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rgn
-# Update meta-data for notice
-notice_id: 16 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "cuCIM and cuDF 21.08.01 Hotfix Release"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Release Change
-notice_rapids_version: "v21.08"
-notice_created: 2021-08-09
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2021-08-09
----
-
-## Overview
-
-`cuCIM` and `cuDF` were hotfixed to version `21.08.01`.
-
-## Rationale
-
-`cucim` was hotfixed to `21.08.01` in order to ensure the compiler stack aligned with the rest of RAPIDS, [#84](https://github.com/rapidsai/cucim/pull/84).
-
-`cudf` was hotfixed to `21.08.01` in order to fix the bug, [#8984](https://github.com/rapidsai/cudf/pull/8984) and performance degradation in concatenate for string columns, [#8968](https://github.com/rapidsai/cudf/pull/8968).
-
-## Impact
-
-All v21.08 users are encouraged to update `cuCIM` and `cuDF` libraries to `21.08.01` as soon as possible.
+---
+layout: notice
+parent: RAPIDS General Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rgn
+# Update meta-data for notice
+notice_id: 16 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "cuCIM and cuDF 21.08.01 Hotfix Release"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Release Change
+notice_rapids_version: "v21.08"
+notice_created: 2021-08-09
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2021-08-09
+---
+
+## Overview
+
+`cuCIM` and `cuDF` were hotfixed to version `21.08.01`.
+
+## Rationale
+
+`cucim` was hotfixed to `21.08.01` in order to ensure the compiler stack aligned with the rest of RAPIDS, [#84](https://github.com/rapidsai/cucim/pull/84).
+
+`cudf` was hotfixed to `21.08.01` in order to fix the bug, [#8984](https://github.com/rapidsai/cudf/pull/8984) and performance degradation in concatenate for string columns, [#8968](https://github.com/rapidsai/cudf/pull/8968).
+
+## Impact
+
+All v21.08 users are encouraged to update `cuCIM` and `cuDF` libraries to `21.08.01` as soon as possible.
diff --git a/_notices/rgn0017.md b/source/notices/rgn0017.md
similarity index 97%
rename from _notices/rgn0017.md
rename to source/notices/rgn0017.md
index e7da7b14474..a0cb066d1df 100644
--- a/_notices/rgn0017.md
+++ b/source/notices/rgn0017.md
@@ -1,37 +1,37 @@
----
-layout: notice
-parent: RAPIDS General Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rgn
-# Update meta-data for notice
-notice_id: 17 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "Hotfix 21.08 release for five libraries"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Release Change
-notice_rapids_version: "v21.08"
-notice_created: 2021-08-09
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2021-08-09
----
-
-## Overview
-
-Four RAPIDS libraries were hotfixed to version `21.08.01` and cuDF was hotfixed to version `21.08.02`.
-
-## Rationale
-
-`rmm`, `cuml`, `cugraph`, and `cuspatial` were hotfixed to `21.08.01`. `cudf` was hotfixed to `21.08.02`. These five libraries were hotfixed in order to fix the conda package location of the CMake configuration files, [#56](https://github.com/rapidsai/rapids-cmake/issues/56).
-
-## Impact
-
-All v21.08 users are encouraged to update `rmm`, `cuml`, `cugraph`, and `cuspatial` libraries to `21.08.01` and `cuDF` to `21.08.02` as soon as possible.
+---
+layout: notice
+parent: RAPIDS General Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rgn
+# Update meta-data for notice
+notice_id: 17 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "Hotfix 21.08 release for five libraries"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Release Change
+notice_rapids_version: "v21.08"
+notice_created: 2021-08-09
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2021-08-09
+---
+
+## Overview
+
+Four RAPIDS libraries were hotfixed to version `21.08.01` and cuDF was hotfixed to version `21.08.02`.
+
+## Rationale
+
+`rmm`, `cuml`, `cugraph`, and `cuspatial` were hotfixed to `21.08.01`. `cudf` was hotfixed to `21.08.02`. These five libraries were hotfixed in order to fix the conda package location of the CMake configuration files, [#56](https://github.com/rapidsai/rapids-cmake/issues/56).
+
+## Impact
+
+All v21.08 users are encouraged to update `rmm`, `cuml`, `cugraph`, and `cuspatial` libraries to `21.08.01` and `cuDF` to `21.08.02` as soon as possible.
diff --git a/_notices/rgn0018.md b/source/notices/rgn0018.md
similarity index 96%
rename from _notices/rgn0018.md
rename to source/notices/rgn0018.md
index 6676cc4e644..daea649fc07 100644
--- a/_notices/rgn0018.md
+++ b/source/notices/rgn0018.md
@@ -1,37 +1,37 @@
----
-layout: notice
-parent: RAPIDS General Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rgn
-# Update meta-data for notice
-notice_id: 18 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "Hotfix 21.10 release for RMM and cuDF"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Release Change
-notice_rapids_version: "v21.10"
-notice_created: 2021-10-11
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2021-10-11
----
-
-## Overview
-
-`rmm` and `cuDF` libraries were hotfixed to version `21.10.01`.
-
-## Rationale
-
-`rmm` and `cuDF` were hotfixed to resolve conda packaging issue observed with third-party files
-
-## Impact
-
-The fix moves the third-party cmake files from `lib64` to `lib` subdirectory
+---
+layout: notice
+parent: RAPIDS General Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rgn
+# Update meta-data for notice
+notice_id: 18 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "Hotfix 21.10 release for RMM and cuDF"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Release Change
+notice_rapids_version: "v21.10"
+notice_created: 2021-10-11
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2021-10-11
+---
+
+## Overview
+
+`rmm` and `cuDF` libraries were hotfixed to version `21.10.01`.
+
+## Rationale
+
+`rmm` and `cuDF` were hotfixed to resolve conda packaging issue observed with third-party files
+
+## Impact
+
+The fix moves the third-party cmake files from `lib64` to `lib` subdirectory
diff --git a/_notices/rgn0019.md b/source/notices/rgn0019.md
similarity index 100%
rename from _notices/rgn0019.md
rename to source/notices/rgn0019.md
diff --git a/_notices/rgn0020.md b/source/notices/rgn0020.md
similarity index 96%
rename from _notices/rgn0020.md
rename to source/notices/rgn0020.md
index cc73ed0a2e7..aa4155ff24f 100644
--- a/_notices/rgn0020.md
+++ b/source/notices/rgn0020.md
@@ -1,37 +1,37 @@
----
-layout: notice
-parent: RAPIDS General Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rgn
-# Update meta-data for notice
-notice_id: 20 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "cuDF v21.12.01 Hotfix Release"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Release Change
-notice_rapids_version: "v21.12"
-notice_created: 2021-12-09
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2021-12-09
----
-
-## Overview
-
-`cuDF` was hotfixed to version `v21.12.01`.
-
-## Rationale
-
-`cuDF` was hotfixed to `v21.12.01` in order to fix the bug, [#9868](https://github.com/rapidsai/cudf/issues/9868).
-
-## Impact
-
-All v21.12 users are encouraged to update the `cuDF` library to `v21.12.01` as soon as possible.
+---
+layout: notice
+parent: RAPIDS General Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rgn
+# Update meta-data for notice
+notice_id: 20 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "cuDF v21.12.01 Hotfix Release"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Release Change
+notice_rapids_version: "v21.12"
+notice_created: 2021-12-09
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2021-12-09
+---
+
+## Overview
+
+`cuDF` was hotfixed to version `v21.12.01`.
+
+## Rationale
+
+`cuDF` was hotfixed to `v21.12.01` in order to fix the bug, [#9868](https://github.com/rapidsai/cudf/issues/9868).
+
+## Impact
+
+All v21.12 users are encouraged to update the `cuDF` library to `v21.12.01` as soon as possible.
diff --git a/_notices/rgn0021.md b/source/notices/rgn0021.md
similarity index 96%
rename from _notices/rgn0021.md
rename to source/notices/rgn0021.md
index 4314bc26ef1..2cbb9cba023 100644
--- a/_notices/rgn0021.md
+++ b/source/notices/rgn0021.md
@@ -1,37 +1,37 @@
----
-layout: notice
-parent: RAPIDS General Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rgn
-# Update meta-data for notice
-notice_id: 21 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "cuDF v21.12.02 Hotfix Release"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Release Change
-notice_rapids_version: "v21.12"
-notice_created: 2021-12-16
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2021-12-16
----
-
-## Overview
-
-`cuDF` was hotfixed to version `v21.12.02`.
-
-## Rationale
-
-`cuDF` was hotfixed to `v21.12.02` in order to fix a performance regression as noted in [#9898](https://github.com/rapidsai/cudf/pull/9898).
-
-## Impact
-
-All v21.12 users are encouraged to update the `cuDF` library to `v21.12.02` as soon as possible.
+---
+layout: notice
+parent: RAPIDS General Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rgn
+# Update meta-data for notice
+notice_id: 21 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "cuDF v21.12.02 Hotfix Release"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Release Change
+notice_rapids_version: "v21.12"
+notice_created: 2021-12-16
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2021-12-16
+---
+
+## Overview
+
+`cuDF` was hotfixed to version `v21.12.02`.
+
+## Rationale
+
+`cuDF` was hotfixed to `v21.12.02` in order to fix a performance regression as noted in [#9898](https://github.com/rapidsai/cudf/pull/9898).
+
+## Impact
+
+All v21.12 users are encouraged to update the `cuDF` library to `v21.12.02` as soon as possible.
diff --git a/_notices/rgn0022.md b/source/notices/rgn0022.md
similarity index 100%
rename from _notices/rgn0022.md
rename to source/notices/rgn0022.md
diff --git a/_notices/rgn0023.md b/source/notices/rgn0023.md
similarity index 100%
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rename to source/notices/rgn0023.md
diff --git a/_notices/rgn0024.md b/source/notices/rgn0024.md
similarity index 100%
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rename to source/notices/rgn0024.md
diff --git a/_notices/rgn0025.md b/source/notices/rgn0025.md
similarity index 100%
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rename to source/notices/rgn0025.md
diff --git a/_notices/rgn0026.md b/source/notices/rgn0026.md
similarity index 100%
rename from _notices/rgn0026.md
rename to source/notices/rgn0026.md
diff --git a/_notices/rgn0027.md b/source/notices/rgn0027.md
similarity index 100%
rename from _notices/rgn0027.md
rename to source/notices/rgn0027.md
diff --git a/_notices/rgn0028.md b/source/notices/rgn0028.md
similarity index 100%
rename from _notices/rgn0028.md
rename to source/notices/rgn0028.md
diff --git a/_notices/rgn0029.md b/source/notices/rgn0029.md
similarity index 100%
rename from _notices/rgn0029.md
rename to source/notices/rgn0029.md
diff --git a/_notices/rgn0030.md b/source/notices/rgn0030.md
similarity index 100%
rename from _notices/rgn0030.md
rename to source/notices/rgn0030.md
diff --git a/source/notices/rsn/index.md b/source/notices/rsn/index.md
new file mode 100644
index 00000000000..15ea832e623
--- /dev/null
+++ b/source/notices/rsn/index.md
@@ -0,0 +1,6 @@
+# RAPIDS Support Notices
+
+Index of **RSN** notices for announcements and updates about RAPIDS support for CUDA,
+Python, operating systems, platforms, and compilers.
+
+<<! notice_table("rsn") !>>
diff --git a/_notices/rsn0001.md b/source/notices/rsn0001.md
similarity index 100%
rename from _notices/rsn0001.md
rename to source/notices/rsn0001.md
diff --git a/_notices/rsn0002.md b/source/notices/rsn0002.md
similarity index 100%
rename from _notices/rsn0002.md
rename to source/notices/rsn0002.md
diff --git a/_notices/rsn0003.md b/source/notices/rsn0003.md
similarity index 100%
rename from _notices/rsn0003.md
rename to source/notices/rsn0003.md
diff --git a/_notices/rsn0004.md b/source/notices/rsn0004.md
similarity index 100%
rename from _notices/rsn0004.md
rename to source/notices/rsn0004.md
diff --git a/_notices/rsn0005.md b/source/notices/rsn0005.md
similarity index 100%
rename from _notices/rsn0005.md
rename to source/notices/rsn0005.md
diff --git a/_notices/rsn0006.md b/source/notices/rsn0006.md
similarity index 100%
rename from _notices/rsn0006.md
rename to source/notices/rsn0006.md
diff --git a/_notices/rsn0007.md b/source/notices/rsn0007.md
similarity index 100%
rename from _notices/rsn0007.md
rename to source/notices/rsn0007.md
diff --git a/_notices/rsn0008.md b/source/notices/rsn0008.md
similarity index 100%
rename from _notices/rsn0008.md
rename to source/notices/rsn0008.md
diff --git a/_notices/rsn0009.md b/source/notices/rsn0009.md
similarity index 100%
rename from _notices/rsn0009.md
rename to source/notices/rsn0009.md
diff --git a/_notices/rsn0010.md b/source/notices/rsn0010.md
similarity index 100%
rename from _notices/rsn0010.md
rename to source/notices/rsn0010.md
diff --git a/_notices/rsn0011.md b/source/notices/rsn0011.md
similarity index 96%
rename from _notices/rsn0011.md
rename to source/notices/rsn0011.md
index 35b85cf8e0d..d52af8722b9 100644
--- a/_notices/rsn0011.md
+++ b/source/notices/rsn0011.md
@@ -1,33 +1,33 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 11 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "Minimum driver requirement for CUDA 11.0 in v21.12"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v21.12+"
-notice_created: 2021-10-12
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2021-10-12
----
-
-## Overview
-
-We are increasing the minimum driver version for RAPIDS CUDA 11.0 to 450.80.02+ in order to support CUDA Enhanced Compatibility
-
-## Impact
-
-Users should upgrade their driver to `450.80.02` or newer to continue using RAPIDS in the future
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 11 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "Minimum driver requirement for CUDA 11.0 in v21.12"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v21.12+"
+notice_created: 2021-10-12
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2021-10-12
+---
+
+## Overview
+
+We are increasing the minimum driver version for RAPIDS CUDA 11.0 to 450.80.02+ in order to support CUDA Enhanced Compatibility
+
+## Impact
+
+Users should upgrade their driver to `450.80.02` or newer to continue using RAPIDS in the future
diff --git a/_notices/rsn0012.md b/source/notices/rsn0012.md
similarity index 96%
rename from _notices/rsn0012.md
rename to source/notices/rsn0012.md
index fcfd5750f19..0cfba4aaa31 100644
--- a/_notices/rsn0012.md
+++ b/source/notices/rsn0012.md
@@ -1,33 +1,33 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 12 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "SQL migration in v21.12"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v21.12+"
-notice_created: 2021-10-13
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2022-02-17
----
-
-## Overview
-
-RAPIDS will preview its migration path from BlazingSQL to dask-based SQL in 21.12
-
-## Impact
-
-21.12 will contain a preview of a migration path for users to use RAPIDS with dask-based SQL
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 12 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "SQL migration in v21.12"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v21.12+"
+notice_created: 2021-10-13
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2022-02-17
+---
+
+## Overview
+
+RAPIDS will preview its migration path from BlazingSQL to dask-based SQL in 21.12
+
+## Impact
+
+21.12 will contain a preview of a migration path for users to use RAPIDS with dask-based SQL
diff --git a/_notices/rsn0013.md b/source/notices/rsn0013.md
similarity index 96%
rename from _notices/rsn0013.md
rename to source/notices/rsn0013.md
index 8ea3cf29409..3c4c08c9af6 100644
--- a/_notices/rsn0013.md
+++ b/source/notices/rsn0013.md
@@ -1,38 +1,38 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 13 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "Deprecation announcement for Python v3.7 in v21.12"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v21.12+"
-notice_created: 2021-11-16
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2022-02-03
----
-
-## Overview
-
-`Python 3.7` will be deprecated in our upcoming release of `v21.12`
-scheduled for December 2021. After the `v21.12` release, users should expect
-that support for `Python 3.7` may be dropped at any point.
-
-## Impact
-
-Users should plan to move to `Python 3.8` as soon as possible. Future
-support of additional `Python 3.9` version is being worked on for upcoming
-releases. Further details will be shared in RSN notices as they become
-available.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 13 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "Deprecation announcement for Python v3.7 in v21.12"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v21.12+"
+notice_created: 2021-11-16
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2022-02-03
+---
+
+## Overview
+
+`Python 3.7` will be deprecated in our upcoming release of `v21.12`
+scheduled for December 2021. After the `v21.12` release, users should expect
+that support for `Python 3.7` may be dropped at any point.
+
+## Impact
+
+Users should plan to move to `Python 3.8` as soon as possible. Future
+support of additional `Python 3.9` version is being worked on for upcoming
+releases. Further details will be shared in RSN notices as they become
+available.
diff --git a/_notices/rsn0014.md b/source/notices/rsn0014.md
similarity index 96%
rename from _notices/rsn0014.md
rename to source/notices/rsn0014.md
index 6cf688895ac..ea4aba88549 100644
--- a/_notices/rsn0014.md
+++ b/source/notices/rsn0014.md
@@ -1,52 +1,52 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 14 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "EOL Python 3.7 in v22.02"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v22.02"
-notice_created: 2022-02-03
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2023-09-05
----
-
-## Overview
-
-`Python 3.7` has reached end of life (EOL) in RAPIDS `v22.02` and will
-not be supported in the `v22.02` stable release nor the upcoming release of `v22.04`. This includes `v22.02`
-nightly support which ended on 2022-02-03.
-
-​
-## Status
-​
-### Release support - `v22.02`
-​
-- Final release of `conda` packages or `docker` images supporting `Python 3.7`
-​
-### Nightly support - `v22.04`
-​
-- No further `conda` packages or `docker` images supported for `Python 3.7`
-​
-### Documentation
-​
-- Updates to Docker Hub and NGC repos will be reflected with the `v22.02` release
-- Updated [rapids.ai](https://rapids.ai/start#rapids-release-selector) release
-selector to reflect EOL changes and available install options
-​
-## Impact
-​
-Users should migrate to `Python 3.8` or `Python 3.9` for RAPIDS.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 14 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "EOL Python 3.7 in v22.02"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v22.02"
+notice_created: 2022-02-03
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2023-09-05
+---
+
+## Overview
+
+`Python 3.7` has reached end of life (EOL) in RAPIDS `v22.02` and will
+not be supported in the `v22.02` stable release nor the upcoming release of `v22.04`. This includes `v22.02`
+nightly support which ended on 2022-02-03.
+
+​
+## Status
+​
+### Release support - `v22.02`
+​
+- Final release of `conda` packages or `docker` images supporting `Python 3.7`
+​
+### Nightly support - `v22.04`
+​
+- No further `conda` packages or `docker` images supported for `Python 3.7`
+​
+### Documentation
+​
+- Updates to Docker Hub and NGC repos will be reflected with the `v22.02` release
+- Updated [rapids.ai](https://rapids.ai/start#rapids-release-selector) release
+selector to reflect EOL changes and available install options
+​
+## Impact
+​
+Users should migrate to `Python 3.8` or `Python 3.9` for RAPIDS.
diff --git a/_notices/rsn0015.md b/source/notices/rsn0015.md
similarity index 100%
rename from _notices/rsn0015.md
rename to source/notices/rsn0015.md
diff --git a/_notices/rsn0016.md b/source/notices/rsn0016.md
similarity index 100%
rename from _notices/rsn0016.md
rename to source/notices/rsn0016.md
diff --git a/_notices/rsn0017.md b/source/notices/rsn0017.md
similarity index 100%
rename from _notices/rsn0017.md
rename to source/notices/rsn0017.md
diff --git a/_notices/rsn0018.md b/source/notices/rsn0018.md
similarity index 100%
rename from _notices/rsn0018.md
rename to source/notices/rsn0018.md
diff --git a/_notices/rsn0019.md b/source/notices/rsn0019.md
similarity index 100%
rename from _notices/rsn0019.md
rename to source/notices/rsn0019.md
diff --git a/_notices/rsn0020.md b/source/notices/rsn0020.md
similarity index 100%
rename from _notices/rsn0020.md
rename to source/notices/rsn0020.md
diff --git a/_notices/rsn0021.md b/source/notices/rsn0021.md
similarity index 100%
rename from _notices/rsn0021.md
rename to source/notices/rsn0021.md
diff --git a/_notices/rsn0022.md b/source/notices/rsn0022.md
similarity index 97%
rename from _notices/rsn0022.md
rename to source/notices/rsn0022.md
index fcd7435b1aa..9a034b4b59a 100644
--- a/_notices/rsn0022.md
+++ b/source/notices/rsn0022.md
@@ -1,34 +1,34 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 22 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "Deprecation announcement for Python v3.9 in v22.12"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v22.12+"
-notice_created: 2022-11-21
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2023-09-05
----
-
-## Overview
-
-Python 3.9 will be deprecated in our upcoming release of v22.12 scheduled for December 2022. After the v22.12 release, users should expect that support for Python 3.9 may be dropped at any point.
-
-
-## Impact
-
-Users should plan to move to a supported Python version as soon as possible. Support for Python 3.8 is being maintained, and support for Python 3.10 is being targeted for RAPIDS 23.02 (see [RSN 23](/notices/rsn0023)).
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 22 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "Deprecation announcement for Python v3.9 in v22.12"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v22.12+"
+notice_created: 2022-11-21
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2023-09-05
+---
+
+## Overview
+
+Python 3.9 will be deprecated in our upcoming release of v22.12 scheduled for December 2022. After the v22.12 release, users should expect that support for Python 3.9 may be dropped at any point.
+
+
+## Impact
+
+Users should plan to move to a supported Python version as soon as possible. Support for Python 3.8 is being maintained, and support for Python 3.10 is being targeted for RAPIDS 23.02 (see [RSN 23](/notices/rsn0023)).
diff --git a/_notices/rsn0023.md b/source/notices/rsn0023.md
similarity index 100%
rename from _notices/rsn0023.md
rename to source/notices/rsn0023.md
diff --git a/_notices/rsn0024.md b/source/notices/rsn0024.md
similarity index 100%
rename from _notices/rsn0024.md
rename to source/notices/rsn0024.md
diff --git a/_notices/rsn0025.md b/source/notices/rsn0025.md
similarity index 100%
rename from _notices/rsn0025.md
rename to source/notices/rsn0025.md
diff --git a/_notices/rsn0026.md b/source/notices/rsn0026.md
similarity index 100%
rename from _notices/rsn0026.md
rename to source/notices/rsn0026.md
diff --git a/_notices/rsn0027.md b/source/notices/rsn0027.md
similarity index 100%
rename from _notices/rsn0027.md
rename to source/notices/rsn0027.md
diff --git a/_notices/rsn0028.md b/source/notices/rsn0028.md
similarity index 100%
rename from _notices/rsn0028.md
rename to source/notices/rsn0028.md
diff --git a/_notices/rsn0029.md b/source/notices/rsn0029.md
similarity index 96%
rename from _notices/rsn0029.md
rename to source/notices/rsn0029.md
index 95d8504ac16..19a5f20af77 100644
--- a/_notices/rsn0029.md
+++ b/source/notices/rsn0029.md
@@ -1,34 +1,34 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 29 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "Dropping Python v3.8 in v23.06"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v23.06"
-notice_created: 2023-04-20
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2023-08-17
----
-
-## Overview
-
-Python 3.8 support will be dropped in the upcoming release of v23.06, scheduled for June 2023. Python 3.9 support will be added at the same time, so that v23.06 will support Python 3.9 and 3.10.
-
-
-## Impact
-
-Users should plan to move to a supported Python version 3.9 and/or 3.10 as soon as possible.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 29 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "Dropping Python v3.8 in v23.06"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v23.06"
+notice_created: 2023-04-20
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2023-08-17
+---
+
+## Overview
+
+Python 3.8 support will be dropped in the upcoming release of v23.06, scheduled for June 2023. Python 3.9 support will be added at the same time, so that v23.06 will support Python 3.9 and 3.10.
+
+
+## Impact
+
+Users should plan to move to a supported Python version 3.9 and/or 3.10 as soon as possible.
diff --git a/_notices/rsn0030.md b/source/notices/rsn0030.md
similarity index 97%
rename from _notices/rsn0030.md
rename to source/notices/rsn0030.md
index 2da4a99af0b..7b43da9ab12 100644
--- a/_notices/rsn0030.md
+++ b/source/notices/rsn0030.md
@@ -1,37 +1,37 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 30 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "Docker Image Changes in Release v23.08"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v23.08"
-notice_created: 2023-04-20
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2023-08-17
----
-
-## Overview
-
-The RAPIDS 23.08 release has made changes to end-user Docker images to improve functionality, performance, and maintainability.
-
-While many of these changes should be seamless to users, **some of them are breaking**. Users should review the full list of changes in the associated issue: [https://github.com/rapidsai/docker/issues/539](https://github.com/rapidsai/docker/issues/539)
-
-
-
-## Impact
-
-Users should be particularly aware of the breaking changes as noted above.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 30 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "Docker Image Changes in Release v23.08"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v23.08"
+notice_created: 2023-04-20
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2023-08-17
+---
+
+## Overview
+
+The RAPIDS 23.08 release has made changes to end-user Docker images to improve functionality, performance, and maintainability.
+
+While many of these changes should be seamless to users, **some of them are breaking**. Users should review the full list of changes in the associated issue: [https://github.com/rapidsai/docker/issues/539](https://github.com/rapidsai/docker/issues/539)
+
+
+
+## Impact
+
+Users should be particularly aware of the breaking changes as noted above.
diff --git a/_notices/rsn0031.md b/source/notices/rsn0031.md
similarity index 97%
rename from _notices/rsn0031.md
rename to source/notices/rsn0031.md
index 330c7adb2f3..da17ecbc834 100644
--- a/_notices/rsn0031.md
+++ b/source/notices/rsn0031.md
@@ -1,36 +1,36 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 31 # should match notice number
-notice_pin: false # set to true to pin to notice page
-title: "CUDA 12 pip Wheels Release in v23.06"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v23.06"
-notice_created: 2023-05-16
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2023-08-17
----
-
-## Overview
-
-RAPIDS packages that build pip wheels (rmm, cudf, raft, cuml, cugraph, cuopt, ucx-py) are now building pip wheels with CUDA 12 support. We plan to release these packages in release v23.06.
-
-CUDA 12 wheels are named with a `-cu12` suffix to distinguish them from CUDA 11 wheels which have a `-cu11` suffix.
-
-
-## Impact
-
-Users should be aware we now are building pip wheels with CUDA 12 support as noted above.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 31 # should match notice number
+notice_pin: false # set to true to pin to notice page
+title: "CUDA 12 pip Wheels Release in v23.06"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v23.06"
+notice_created: 2023-05-16
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2023-08-17
+---
+
+## Overview
+
+RAPIDS packages that build pip wheels (rmm, cudf, raft, cuml, cugraph, cuopt, ucx-py) are now building pip wheels with CUDA 12 support. We plan to release these packages in release v23.06.
+
+CUDA 12 wheels are named with a `-cu12` suffix to distinguish them from CUDA 11 wheels which have a `-cu11` suffix.
+
+
+## Impact
+
+Users should be aware we now are building pip wheels with CUDA 12 support as noted above.
diff --git a/_notices/rsn0032.md b/source/notices/rsn0032.md
similarity index 100%
rename from _notices/rsn0032.md
rename to source/notices/rsn0032.md
diff --git a/_notices/rsn0033.md b/source/notices/rsn0033.md
similarity index 100%
rename from _notices/rsn0033.md
rename to source/notices/rsn0033.md
diff --git a/_notices/rsn0034.md b/source/notices/rsn0034.md
similarity index 100%
rename from _notices/rsn0034.md
rename to source/notices/rsn0034.md
diff --git a/_notices/rsn0035.md b/source/notices/rsn0035.md
similarity index 100%
rename from _notices/rsn0035.md
rename to source/notices/rsn0035.md
diff --git a/_notices/rsn0036.md b/source/notices/rsn0036.md
similarity index 96%
rename from _notices/rsn0036.md
rename to source/notices/rsn0036.md
index 98883aa96fe..da3eeae22a8 100644
--- a/_notices/rsn0036.md
+++ b/source/notices/rsn0036.md
@@ -1,36 +1,36 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 36 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Support for Pandas 2 in Release v24.04"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v24.02+"
-notice_created: 2023-12-06
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2024-10-17
----
-
-## Overview
-
-Pandas 1.x series support will be deprecated in the upcoming release of `v24.02` scheduled for February 8, 2024, and removed in `v24.04`, scheduled for April 11, 2024. Effective `v24.04`, the minimum version of Pandas supported will be Pandas 2.0.0.
-
-
-
-## Impact
-
-Users should plan to move to Pandas 2 for RAPIDS 24.04 and later.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 36 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Support for Pandas 2 in Release v24.04"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v24.02+"
+notice_created: 2023-12-06
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2024-10-17
+---
+
+## Overview
+
+Pandas 1.x series support will be deprecated in the upcoming release of `v24.02` scheduled for February 8, 2024, and removed in `v24.04`, scheduled for April 11, 2024. Effective `v24.04`, the minimum version of Pandas supported will be Pandas 2.0.0.
+
+
+
+## Impact
+
+Users should plan to move to Pandas 2 for RAPIDS 24.04 and later.
diff --git a/_notices/rsn0037.md b/source/notices/rsn0037.md
similarity index 100%
rename from _notices/rsn0037.md
rename to source/notices/rsn0037.md
diff --git a/_notices/rsn0038.md b/source/notices/rsn0038.md
similarity index 100%
rename from _notices/rsn0038.md
rename to source/notices/rsn0038.md
diff --git a/_notices/rsn0039.md b/source/notices/rsn0039.md
similarity index 100%
rename from _notices/rsn0039.md
rename to source/notices/rsn0039.md
diff --git a/_notices/rsn0040.md b/source/notices/rsn0040.md
similarity index 97%
rename from _notices/rsn0040.md
rename to source/notices/rsn0040.md
index 70685abfa98..86c803224c5 100644
--- a/_notices/rsn0040.md
+++ b/source/notices/rsn0040.md
@@ -1,35 +1,35 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 40 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Dropping Support for Python v3.9 and adding Python 3.12 Support in v24.10"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v24.10+"
-notice_created: 2024-08-06
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2024-10-17
----
-
-## Overview
-
-RAPIDS is dropping support for Python 3.9 in the upcoming release of v24.10, scheduled for October 10, 2024.  Python 3.12 support will be added at the same time, so that v24.10 will support Python 3.10, Python 3.11, and Python 3.12.
-
-
-## Impact
-
-Users should plan to move to a supported Python version 3.10, 3.11, or 3.12 as soon as possible.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 40 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Dropping Support for Python v3.9 and adding Python 3.12 Support in v24.10"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v24.10+"
+notice_created: 2024-08-06
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2024-10-17
+---
+
+## Overview
+
+RAPIDS is dropping support for Python 3.9 in the upcoming release of v24.10, scheduled for October 10, 2024.  Python 3.12 support will be added at the same time, so that v24.10 will support Python 3.10, Python 3.11, and Python 3.12.
+
+
+## Impact
+
+Users should plan to move to a supported Python version 3.10, 3.11, or 3.12 as soon as possible.
diff --git a/_notices/rsn0041.md b/source/notices/rsn0041.md
similarity index 97%
rename from _notices/rsn0041.md
rename to source/notices/rsn0041.md
index a9e44d1923b..eb538908b3e 100644
--- a/_notices/rsn0041.md
+++ b/source/notices/rsn0041.md
@@ -1,35 +1,35 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 41 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Removing cugraph-ops from RAPIDS"
-notice_author: RAPIDS Ops
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v25.02+"
-notice_created: 2025-01-10
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2025-01-10
----
-
-## Overview
-
-RAPIDS will stop releasing `cugraph-ops` in 25.02, including the `libcugraphops` and `pylibcugraphops` packages. The graph sampling code previously used by cuGraph has been directly integrated into cuGraph. The equivariant neural network primitives have been migrated to BioNeMo, with the front-end package now available as [cuEquivariance](https://github.com/NVIDIA/cuEquivariance). The GNN aggregation primitives will be relocated to a new destination soon.
-
-
-## Impact
-
-The GNN convolutional layers in the `cugraph_dgl.nn` and `cugraph_pyg.nn` modules will be temporarily removed. They will be reintroduced at a later time.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 41 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Removing cugraph-ops from RAPIDS"
+notice_author: RAPIDS Ops
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v25.02+"
+notice_created: 2025-01-10
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2025-01-10
+---
+
+## Overview
+
+RAPIDS will stop releasing `cugraph-ops` in 25.02, including the `libcugraphops` and `pylibcugraphops` packages. The graph sampling code previously used by cuGraph has been directly integrated into cuGraph. The equivariant neural network primitives have been migrated to BioNeMo, with the front-end package now available as [cuEquivariance](https://github.com/NVIDIA/cuEquivariance). The GNN aggregation primitives will be relocated to a new destination soon.
+
+
+## Impact
+
+The GNN convolutional layers in the `cugraph_dgl.nn` and `cugraph_pyg.nn` modules will be temporarily removed. They will be reintroduced at a later time.
diff --git a/_notices/rsn0042.md b/source/notices/rsn0042.md
similarity index 100%
rename from _notices/rsn0042.md
rename to source/notices/rsn0042.md
diff --git a/_notices/rsn0043.md b/source/notices/rsn0043.md
similarity index 100%
rename from _notices/rsn0043.md
rename to source/notices/rsn0043.md
diff --git a/_notices/rsn0044.md b/source/notices/rsn0044.md
similarity index 97%
rename from _notices/rsn0044.md
rename to source/notices/rsn0044.md
index 985b031bc2a..f85e1882ae9 100644
--- a/_notices/rsn0044.md
+++ b/source/notices/rsn0044.md
@@ -1,60 +1,60 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 44 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Moving older RAPIDS conda packages to a `legacy` label"
-notice_author: RAPIDS Ops
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "<=v23.02"
-notice_created: 2025-04-09
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2025-07-17
----
-
-## Overview
-
-RAPIDS will move certain older conda packages in the `rapidsai` conda channel
-under a new label: `legacy`. These packages will still be available by adding
-`-c rapidsai/label/legacy` to installation and search commands.
-
-By moving these packages out of the main portion of the channel, newer RAPIDS
-conda environments will be solvable with `channel_priority: strict`, speeding up
-environment solve times and providing stronger correctness guarantees.
-
-All RAPIDS conda install commands for RAPIDS versions `v23.04+` will continue to
-work without any user intervention.
-
-This change will occur concurrently with the release of RAPIDS `v25.04`.
-
-
-## Impact
-
-RAPIDS environments installed using `conda` or `mamba`, for environments older
-than RAPIDS `v23.04` will fail to install unless `-c rapidsai/label/legacy` is
-added to the installation command.
-
-e.g. if you are creating an environment like:
-
-```shell
-mamba create -n rapids-23.02 -c rapidsai -c conda-forge -c nvidia rapids=23.02 python=3.10 'cuda-version>=11.4,<=11.8'
-```
-
-you will need to instead run
-
-```shell
-mamba create -n rapids-23.02 -c rapidsai -c rapidsai/label/legacy -c conda-forge -c nvidia rapids=23.02 python=3.10 'cuda-version>=11.4,<=11.8'
-```
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 44 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Moving older RAPIDS conda packages to a `legacy` label"
+notice_author: RAPIDS Ops
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "<=v23.02"
+notice_created: 2025-04-09
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2025-07-17
+---
+
+## Overview
+
+RAPIDS will move certain older conda packages in the `rapidsai` conda channel
+under a new label: `legacy`. These packages will still be available by adding
+`-c rapidsai/label/legacy` to installation and search commands.
+
+By moving these packages out of the main portion of the channel, newer RAPIDS
+conda environments will be solvable with `channel_priority: strict`, speeding up
+environment solve times and providing stronger correctness guarantees.
+
+All RAPIDS conda install commands for RAPIDS versions `v23.04+` will continue to
+work without any user intervention.
+
+This change will occur concurrently with the release of RAPIDS `v25.04`.
+
+
+## Impact
+
+RAPIDS environments installed using `conda` or `mamba`, for environments older
+than RAPIDS `v23.04` will fail to install unless `-c rapidsai/label/legacy` is
+added to the installation command.
+
+e.g. if you are creating an environment like:
+
+```shell
+mamba create -n rapids-23.02 -c rapidsai -c conda-forge -c nvidia rapids=23.02 python=3.10 'cuda-version>=11.4,<=11.8'
+```
+
+you will need to instead run
+
+```shell
+mamba create -n rapids-23.02 -c rapidsai -c rapidsai/label/legacy -c conda-forge -c nvidia rapids=23.02 python=3.10 'cuda-version>=11.4,<=11.8'
+```
diff --git a/_notices/rsn0045.md b/source/notices/rsn0045.md
similarity index 97%
rename from _notices/rsn0045.md
rename to source/notices/rsn0045.md
index 1912ea66778..65626712c78 100644
--- a/_notices/rsn0045.md
+++ b/source/notices/rsn0045.md
@@ -1,35 +1,35 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 45 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Dropping of Publishing cuSpatial Packages in RAPIDS Release v25.06"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v25.06+"
-notice_created: 2025-04-09
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2025-07-17
----
-
-## Overview
-
-RAPIDS will stop publishing cuSpatial packages in RAPIDS Release v25.06, scheduled for June 05, 2025. Development for the cuSpatial repository will be paused and no new packages will be published.
-
-## Impact
-
-Development for the cuSpatial repository will be paused and no new packages will be published.
-cuSpatial will be dropped from the `rapids` conda metapackage and RAPIDS Docker containers.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 45 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Dropping of Publishing cuSpatial Packages in RAPIDS Release v25.06"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v25.06+"
+notice_created: 2025-04-09
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2025-07-17
+---
+
+## Overview
+
+RAPIDS will stop publishing cuSpatial packages in RAPIDS Release v25.06, scheduled for June 05, 2025. Development for the cuSpatial repository will be paused and no new packages will be published.
+
+## Impact
+
+Development for the cuSpatial repository will be paused and no new packages will be published.
+cuSpatial will be dropped from the `rapids` conda metapackage and RAPIDS Docker containers.
diff --git a/_notices/rsn0046.md b/source/notices/rsn0046.md
similarity index 97%
rename from _notices/rsn0046.md
rename to source/notices/rsn0046.md
index 26352c830e6..b1bedf60ed6 100644
--- a/_notices/rsn0046.md
+++ b/source/notices/rsn0046.md
@@ -1,35 +1,35 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 46 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Dropping of Publishing cuGraph-DGL Packages in RAPIDS Release v25.08"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v25.08+"
-notice_created: 2025-04-25
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2025-06-04
----
-
-## Overview
-
-RAPIDS will stop publishing cuGraph-DGL packages in RAPIDS Release v25.08. The RAPIDS 25.06 release will be the last release to include cuGraph-DGL.  As part of release 25.08,
-all remaining code for the cuGraph-DGL library will be removed from the cuGraph and cuGraph-GNN GitHub repositories.
-
-## Impact
-
-Development of cuGraph-DGL will be terminated and no new packages will be published.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 46 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Dropping of Publishing cuGraph-DGL Packages in RAPIDS Release v25.08"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v25.08+"
+notice_created: 2025-04-25
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2025-06-04
+---
+
+## Overview
+
+RAPIDS will stop publishing cuGraph-DGL packages in RAPIDS Release v25.08. The RAPIDS 25.06 release will be the last release to include cuGraph-DGL.  As part of release 25.08,
+all remaining code for the cuGraph-DGL library will be removed from the cuGraph and cuGraph-GNN GitHub repositories.
+
+## Impact
+
+Development of cuGraph-DGL will be terminated and no new packages will be published.
diff --git a/_notices/rsn0047.md b/source/notices/rsn0047.md
similarity index 97%
rename from _notices/rsn0047.md
rename to source/notices/rsn0047.md
index 4f19214f0e5..b34dd15a8a9 100644
--- a/_notices/rsn0047.md
+++ b/source/notices/rsn0047.md
@@ -1,81 +1,81 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 47 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Changes to RAPIDS branching strategy in 25.12"
-notice_author: RAPIDS Ops
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Development Process Change
-notice_rapids_version: "v25.12+"
-notice_created: 2025-05-05
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2025-12-12
----
-
-## Overview
-
-RAPIDS will be migrating to a new branching strategy after the 25.10 release. The new
-strategy will use a single long-lived branch called `main`, which all pull requests
-should target. In preparation for a release, a release branch will be created from
-`main` and any remaining pull requests for that release should be merged into the
-release branch.
-
-Releases and hot fixes will be tagged from the release branch.
-
-The transition to this new strategy will commence for all RAPIDS repositories
-during the 25.12 development cycle, after the 25.10 release is completed.
-
-## Impact
-
-After a repository has switched to the new strategy, existing local clones of
-repository may need to be updated to use the new `main` branch.
-
-Assuming you have a remote called `upstream` that points to `rapidsai/<repo>`,
-you can update your local clone with the following commands:
-
-```bash
-git branch -m main legacy-main
-git branch -m branch-25.12 main
-git fetch upstream
-git branch -u upstream/main main
-git remote set-head upstream -a
-```
-
-After completing the above steps, if you want to update your fork with the new
-`main` branch, you can do so with (assuming your fork is called `origin`):
-
-```bash
-git push origin legacy-main:legacy-main
-git push origin main:main --force
-gh repo edit $USERNAME/$REPO --default-branch main
-```
-
-The original `main` branch will still be available as `legacy-main` if needed.
-
-Below is a table comparing the current and new branching strategies. Here, the current release is `YY.MM` (e.g. 25.10) and we denote the next release as `<YY.MM-next>` (e.g. 25.12).
-
-Aspect | Current (25.10) | New Branching Strategy (25.12+)
--- | -- | --
-Default Branch | Switched per release (e.g. `branch-YY.MM`, then `branch-<YY.MM-next>`) | Always `main` (latest and greatest)
-Feature PRs | Target current default branch; retarget manually if moving to a different release | Always target `main`. During release preparation, pull requests may need to be re-targeted to the release branch.
-Release Branching | No specific branch, `branch-YY.MM` is the release branch | Create `release/YY.MM` for releases, used during burndown & code freeze
-Burndown Process | `branch-<YY.MM-next>` is created | Bump `main` to `<YY.MM-next>.00`, tag `v<YY.MM-next>.00a`, create branch `release/YY.MM`, enable forward merges from `release/YY.MM` → `main`
-Code Freeze | Only admin-merges to `branch-YY.MM` | Only admin-merges to `release/YY.MM`
-Release | Merge `branch/YY.MM` → `main`; tag `vYY.MM.00` on `main` | Merge `release/YY.MM` → `main`; disable forward-merges from `release/YY.MM` → `main`; tag `vYY.MM.00` on `release/YY.MM`
-Hotfixes | Cherry-pick directly onto `branch-YY.MM`, follow release process | Create branch `hotfix/YY.MM` from pre-tag commit on `release/YY.MM`, open PRs to `release/YY.MM` and `main`, follow release process
-Tooling | Ops-bot for forward-mergers, release scripts | Minimal custom tooling; leverage standard GitHub workflows
-
-External repositories that depend on RAPIDS shared-workflows should be updated to use the `main` branch or new tags for each release. The RAPIDS team will work with external repositories to ensure a smooth transition.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 47 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Changes to RAPIDS branching strategy in 25.12"
+notice_author: RAPIDS Ops
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Development Process Change
+notice_rapids_version: "v25.12+"
+notice_created: 2025-05-05
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2025-12-12
+---
+
+## Overview
+
+RAPIDS will be migrating to a new branching strategy after the 25.10 release. The new
+strategy will use a single long-lived branch called `main`, which all pull requests
+should target. In preparation for a release, a release branch will be created from
+`main` and any remaining pull requests for that release should be merged into the
+release branch.
+
+Releases and hot fixes will be tagged from the release branch.
+
+The transition to this new strategy will commence for all RAPIDS repositories
+during the 25.12 development cycle, after the 25.10 release is completed.
+
+## Impact
+
+After a repository has switched to the new strategy, existing local clones of
+repository may need to be updated to use the new `main` branch.
+
+Assuming you have a remote called `upstream` that points to `rapidsai/<repo>`,
+you can update your local clone with the following commands:
+
+```bash
+git branch -m main legacy-main
+git branch -m branch-25.12 main
+git fetch upstream
+git branch -u upstream/main main
+git remote set-head upstream -a
+```
+
+After completing the above steps, if you want to update your fork with the new
+`main` branch, you can do so with (assuming your fork is called `origin`):
+
+```bash
+git push origin legacy-main:legacy-main
+git push origin main:main --force
+gh repo edit $USERNAME/$REPO --default-branch main
+```
+
+The original `main` branch will still be available as `legacy-main` if needed.
+
+Below is a table comparing the current and new branching strategies. Here, the current release is `YY.MM` (e.g. 25.10) and we denote the next release as `<YY.MM-next>` (e.g. 25.12).
+
+Aspect | Current (25.10) | New Branching Strategy (25.12+)
+-- | -- | --
+Default Branch | Switched per release (e.g. `branch-YY.MM`, then `branch-<YY.MM-next>`) | Always `main` (latest and greatest)
+Feature PRs | Target current default branch; retarget manually if moving to a different release | Always target `main`. During release preparation, pull requests may need to be re-targeted to the release branch.
+Release Branching | No specific branch, `branch-YY.MM` is the release branch | Create `release/YY.MM` for releases, used during burndown & code freeze
+Burndown Process | `branch-<YY.MM-next>` is created | Bump `main` to `<YY.MM-next>.00`, tag `v<YY.MM-next>.00a`, create branch `release/YY.MM`, enable forward merges from `release/YY.MM` → `main`
+Code Freeze | Only admin-merges to `branch-YY.MM` | Only admin-merges to `release/YY.MM`
+Release | Merge `branch/YY.MM` → `main`; tag `vYY.MM.00` on `main` | Merge `release/YY.MM` → `main`; disable forward-merges from `release/YY.MM` → `main`; tag `vYY.MM.00` on `release/YY.MM`
+Hotfixes | Cherry-pick directly onto `branch-YY.MM`, follow release process | Create branch `hotfix/YY.MM` from pre-tag commit on `release/YY.MM`, open PRs to `release/YY.MM` and `main`, follow release process
+Tooling | Ops-bot for forward-mergers, release scripts | Minimal custom tooling; leverage standard GitHub workflows
+
+External repositories that depend on RAPIDS shared-workflows should be updated to use the `main` branch or new tags for each release. The RAPIDS team will work with external repositories to ensure a smooth transition.
diff --git a/_notices/rsn0048.md b/source/notices/rsn0048.md
similarity index 100%
rename from _notices/rsn0048.md
rename to source/notices/rsn0048.md
diff --git a/_notices/rsn0049.md b/source/notices/rsn0049.md
similarity index 100%
rename from _notices/rsn0049.md
rename to source/notices/rsn0049.md
diff --git a/_notices/rsn0050.md b/source/notices/rsn0050.md
similarity index 98%
rename from _notices/rsn0050.md
rename to source/notices/rsn0050.md
index 53f124fdbdd..02784fee2cd 100644
--- a/_notices/rsn0050.md
+++ b/source/notices/rsn0050.md
@@ -1,57 +1,57 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 50 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Dropping of UCX-Py project in RAPIDS Release v25.10"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v25.10+"
-notice_created: 2025-07-10
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2025-09-18
----
-
-## Overview
-
-RAPIDS will stop publishing UCX-Py packages in RAPIDS Release v25.10, scheduled for October 09, 2025. UCX-Py 0.45 in RAPIDS Release v25.08 will be its last. Development for the UCX-Py repository will stop, the repository will be archived and no new packages will be published. Users are advised to switch to the new [UCXX](https://github.com/rapidsai/ucxx/) project.
-
-## Impact
-
-Development for the UCX-Py repository will cease and no new packages will be published. UCX-Py will be dropped from the `rapids` conda metapackage and RAPIDS Docker containers.
-
-
-## Continued accelerated communication support
-
-Dask-CUDA and Dask/Distributed users may continue to benefit from UCX support through the new UCXX project. Python developers will continue to be supported as well. Additionally, UCXX now provides a C++ library to interface with UCX.
-
-### Dask-CUDA
-
-Dask-CUDA users have been automatically migrated. Beginning with RAPIDS v25.08, if the `distributed-ucxx` package is installed, setting `protocol="ucx"` will now automatically use UCXX instead of UCX-Py.
-If `distributed-ucxx` is not installed the old UCX-Py will still be be used and a warning will be emitted to advise updating.
-Setting `protocol="ucxx"` always uses UCXX and will continue to work. In RAPIDS v25.08 users can still continue to use UCX-Py by setting `protocol="ucx-old"`, but this option will be removed in RAPIDS v25.10.
-
-### Dask/Distributed
-
-Dask/Distributed will require installing the `distributed-ucxx` package and setting `protocol="ucxx"`. After the migration is completed, `protocol="ucx"` will also use UCXX, provided the `distributed-ucxx` package is installed.
-
-### Python developers
-
-Python developers who directly used UCX-Py via `import ucp` will continue to be supported via `import ucxx`, this requires the `ucxx` package to be installed. There may be minor changes, users are advised to consult the API documentation.
-
-### C++
-
-With the introduction of UCXX, C++ developers can also benefit from a proper C++ library to interface with UCX via the new `libucxx` package, providing a RAII interface along with additional features.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 50 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Dropping of UCX-Py project in RAPIDS Release v25.10"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v25.10+"
+notice_created: 2025-07-10
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2025-09-18
+---
+
+## Overview
+
+RAPIDS will stop publishing UCX-Py packages in RAPIDS Release v25.10, scheduled for October 09, 2025. UCX-Py 0.45 in RAPIDS Release v25.08 will be its last. Development for the UCX-Py repository will stop, the repository will be archived and no new packages will be published. Users are advised to switch to the new [UCXX](https://github.com/rapidsai/ucxx/) project.
+
+## Impact
+
+Development for the UCX-Py repository will cease and no new packages will be published. UCX-Py will be dropped from the `rapids` conda metapackage and RAPIDS Docker containers.
+
+
+## Continued accelerated communication support
+
+Dask-CUDA and Dask/Distributed users may continue to benefit from UCX support through the new UCXX project. Python developers will continue to be supported as well. Additionally, UCXX now provides a C++ library to interface with UCX.
+
+### Dask-CUDA
+
+Dask-CUDA users have been automatically migrated. Beginning with RAPIDS v25.08, if the `distributed-ucxx` package is installed, setting `protocol="ucx"` will now automatically use UCXX instead of UCX-Py.
+If `distributed-ucxx` is not installed the old UCX-Py will still be be used and a warning will be emitted to advise updating.
+Setting `protocol="ucxx"` always uses UCXX and will continue to work. In RAPIDS v25.08 users can still continue to use UCX-Py by setting `protocol="ucx-old"`, but this option will be removed in RAPIDS v25.10.
+
+### Dask/Distributed
+
+Dask/Distributed will require installing the `distributed-ucxx` package and setting `protocol="ucxx"`. After the migration is completed, `protocol="ucx"` will also use UCXX, provided the `distributed-ucxx` package is installed.
+
+### Python developers
+
+Python developers who directly used UCX-Py via `import ucp` will continue to be supported via `import ucxx`, this requires the `ucxx` package to be installed. There may be minor changes, users are advised to consult the API documentation.
+
+### C++
+
+With the introduction of UCXX, C++ developers can also benefit from a proper C++ library to interface with UCX via the new `libucxx` package, providing a RAII interface along with additional features.
diff --git a/_notices/rsn0051.md b/source/notices/rsn0051.md
similarity index 100%
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diff --git a/_notices/rsn0055.md b/source/notices/rsn0055.md
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similarity index 100%
rename from _notices/rsn0057.md
rename to source/notices/rsn0057.md
diff --git a/_notices/rsn0058.md b/source/notices/rsn0058.md
similarity index 96%
rename from _notices/rsn0058.md
rename to source/notices/rsn0058.md
index 59f7d92c2d0..09c1ed3076f 100644
--- a/_notices/rsn0058.md
+++ b/source/notices/rsn0058.md
@@ -1,34 +1,34 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-notice_id: 58 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Dropping Support for Python v3.10 and Adding Support for Python v3.14 in v26.04"
-notice_author: RAPIDS TPM
-notice_status: Completed
-notice_status_color: green
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v26.04+"
-notice_created: 2026-01-26
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2026-04-01
----
-
-## Overview
-
-RAPIDS is dropping support for Python 3.10 and adding support for Python 3.14 in the upcoming release of v26.04, scheduled for April 8, 2026.
-v26.04 will support Python 3.11, 3.12, 3.13, and 3.14.
-
-## Impact
-
-Users should plan to move to a supported Python version (3.11, 3.12, 3.13, or 3.14) as soon as possible.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+notice_id: 58 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Dropping Support for Python v3.10 and Adding Support for Python v3.14 in v26.04"
+notice_author: RAPIDS TPM
+notice_status: Completed
+notice_status_color: green
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v26.04+"
+notice_created: 2026-01-26
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2026-04-01
+---
+
+## Overview
+
+RAPIDS is dropping support for Python 3.10 and adding support for Python 3.14 in the upcoming release of v26.04, scheduled for April 8, 2026.
+v26.04 will support Python 3.11, 3.12, 3.13, and 3.14.
+
+## Impact
+
+Users should plan to move to a supported Python version (3.11, 3.12, 3.13, or 3.14) as soon as possible.
diff --git a/_notices/rsn0059.md b/source/notices/rsn0059.md
similarity index 96%
rename from _notices/rsn0059.md
rename to source/notices/rsn0059.md
index 0406cddc55e..f551e732fd7 100644
--- a/_notices/rsn0059.md
+++ b/source/notices/rsn0059.md
@@ -1,34 +1,34 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 59 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "RAPIDS 26.08 release, cuDF will transition to Pandas 3.0+"
-notice_author: RAPIDS TPM
-notice_status: In Progress
-notice_status_color: yellow
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v26.08+"
-notice_created: 2026-05-19
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2026-05-19
----
-
-## Overview
-
-Starting in RAPIDS `v26.08` release, scheduled for August 6, 2026 cuDF will drop support for Pandas 2 and will require Pandas 3.0+.
-
-## Impact
-
-Users should plan to move to Pandas 3.0+ for RAPIDS v26.08 and later.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 59 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "RAPIDS 26.08 release, cuDF will transition to Pandas 3.0+"
+notice_author: RAPIDS TPM
+notice_status: In Progress
+notice_status_color: yellow
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v26.08+"
+notice_created: 2026-05-19
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2026-05-19
+---
+
+## Overview
+
+Starting in RAPIDS `v26.08` release, scheduled for August 6, 2026 cuDF will drop support for Pandas 2 and will require Pandas 3.0+.
+
+## Impact
+
+Users should plan to move to Pandas 3.0+ for RAPIDS v26.08 and later.
diff --git a/_notices/rsn0060.md b/source/notices/rsn0060.md
similarity index 97%
rename from _notices/rsn0060.md
rename to source/notices/rsn0060.md
index 3e30ab0402f..51f555386ce 100644
--- a/_notices/rsn0060.md
+++ b/source/notices/rsn0060.md
@@ -1,91 +1,91 @@
----
-layout: notice
-parent: RAPIDS Support Notices
-grand_parent: RAPIDS Notices
-nav_exclude: true
-notice_type: rsn
-# Update meta-data for notice
-notice_id: 60 # should match notice number
-notice_pin: true # set to true to pin to notice page
-
-title: "Sunsetting cuxfilter after RAPIDS Release v26.06"
-notice_author: RAPIDS TPM
-notice_status: In Progress
-notice_status_color: yellow
-# 'notice_status' and 'notice_status_color' combinations:
-#   "Proposal" - "blue"
-#   "Completed" - "green"
-#   "Review" - "purple"
-#   "In Progress" - "yellow"
-#   "Closed" - "red"
-notice_topic: Platform Support Change
-notice_rapids_version: "v26.06+"
-notice_created: 2026-05-22
-# 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2026-05-22
----
-
-## Overview
-
-RAPIDS v26.06 will be the final release to include updates for `cuxfilter`.
-After the v26.06 release, RAPIDS will stop publishing new `cuxfilter` packages,
-development of the `cuxfilter` repository will cease, and the repository will be
-archived with migration guidance.
-
-`cuxfilter` helped users build GPU-accelerated, notebook-first, cross-filtered
-dashboards over large datasets by connecting cuDF-backed data to visualization
-libraries such as Panel, Bokeh, HoloViews, Datashader, and deck.gl.
-
-The forward path for this workflow will be a skill-based replacement rather than
-a successor Python package. The skill will preserve the useful `cuxfilter`
-patterns and help users generate GPU-accelerated visual analytics directly with
-supported RAPIDS and Python visualization libraries.
-
-## Impact
-
-`cuxfilter` v26.06 will remain the final maintained version. No new `cuxfilter`
-conda or pip packages will be published for RAPIDS releases after v26.06, and
-future RAPIDS releases will not provide compatibility updates, bug fixes, or API
-support for `cuxfilter`.
-
-Beginning with the first RAPIDS release after v26.06, `cuxfilter` should be
-removed from RAPIDS release surfaces where applicable, including
-release manifests, install examples, documentation entry points, metapackage
-references, and container references.
-
-Existing users may continue to use the v26.06 package by pinning compatible
-RAPIDS, CUDA, Python, and visualization-library versions. That path is intended
-only for existing workloads that cannot migrate immediately. It should not be
-used as the starting point for new dashboard or notebook development.
-
-## Migration guidance
-
-There will not be a direct successor package that re-implements the `cuxfilter`
-API. New work should use the skill replacement and direct-library patterns:
-
-- Use `cuDF` for GPU dataframe loading, transformation, aggregation, and joins.
-- Use HoloViews, hvPlot, Datashader, and Panel for notebook-first visual
-  exploration and linked selections.
-- Use Plotly Dash, Streamlit, Bokeh, or PyDeck when the desired output is a
-  standalone application or a framework-specific dashboard.
-- Use pandas or Polars as a CPU fallback when a local GPU is unavailable.
-
-The skill replacement is intended to capture the relevant workflow knowledge:
-GPU dataframe use, visual aggregation, linked selections, layout, and controls
-for fast exploration of large datasets.
-
-## Mapping common cuxfilter concepts
-
-| Previous `cuxfilter` concept | Recommended replacement pattern |
-| --- | --- |
-| `cuxfilter.DataFrame` | Load and transform data directly with `cudf.DataFrame`; convert only at explicit visualization boundaries when a library requires CPU data. |
-| `dashboard([...])` and preset layouts | Compose the view with Panel, Dash, Streamlit, or another maintained dashboard framework. |
-| Charts, widgets, and linked filters | Use HoloViews/hvPlot/Datashader with `link_selections`, or framework-native callback/state patterns. |
-
-## Continued GPU visual analytics support
-
-RAPIDS continues to support GPU-accelerated data preparation and analytics
-through projects such as cuDF, cuGraph, and related libraries. The
-replacement skill will point users to those libraries and provide examples and
-templates for building accelerated visual analytics workflows without importing
-`cuxfilter`.
+---
+layout: notice
+parent: RAPIDS Support Notices
+grand_parent: RAPIDS Notices
+nav_exclude: true
+notice_type: rsn
+# Update meta-data for notice
+notice_id: 60 # should match notice number
+notice_pin: true # set to true to pin to notice page
+
+title: "Sunsetting cuxfilter after RAPIDS Release v26.06"
+notice_author: RAPIDS TPM
+notice_status: In Progress
+notice_status_color: yellow
+# 'notice_status' and 'notice_status_color' combinations:
+#   "Proposal" - "blue"
+#   "Completed" - "green"
+#   "Review" - "purple"
+#   "In Progress" - "yellow"
+#   "Closed" - "red"
+notice_topic: Platform Support Change
+notice_rapids_version: "v26.06+"
+notice_created: 2026-05-22
+# 'notice_updated' should match 'notice_created' until an update is made
+notice_updated: 2026-05-22
+---
+
+## Overview
+
+RAPIDS v26.06 will be the final release to include updates for `cuxfilter`.
+After the v26.06 release, RAPIDS will stop publishing new `cuxfilter` packages,
+development of the `cuxfilter` repository will cease, and the repository will be
+archived with migration guidance.
+
+`cuxfilter` helped users build GPU-accelerated, notebook-first, cross-filtered
+dashboards over large datasets by connecting cuDF-backed data to visualization
+libraries such as Panel, Bokeh, HoloViews, Datashader, and deck.gl.
+
+The forward path for this workflow will be a skill-based replacement rather than
+a successor Python package. The skill will preserve the useful `cuxfilter`
+patterns and help users generate GPU-accelerated visual analytics directly with
+supported RAPIDS and Python visualization libraries.
+
+## Impact
+
+`cuxfilter` v26.06 will remain the final maintained version. No new `cuxfilter`
+conda or pip packages will be published for RAPIDS releases after v26.06, and
+future RAPIDS releases will not provide compatibility updates, bug fixes, or API
+support for `cuxfilter`.
+
+Beginning with the first RAPIDS release after v26.06, `cuxfilter` should be
+removed from RAPIDS release surfaces where applicable, including
+release manifests, install examples, documentation entry points, metapackage
+references, and container references.
+
+Existing users may continue to use the v26.06 package by pinning compatible
+RAPIDS, CUDA, Python, and visualization-library versions. That path is intended
+only for existing workloads that cannot migrate immediately. It should not be
+used as the starting point for new dashboard or notebook development.
+
+## Migration guidance
+
+There will not be a direct successor package that re-implements the `cuxfilter`
+API. New work should use the skill replacement and direct-library patterns:
+
+- Use `cuDF` for GPU dataframe loading, transformation, aggregation, and joins.
+- Use HoloViews, hvPlot, Datashader, and Panel for notebook-first visual
+  exploration and linked selections.
+- Use Plotly Dash, Streamlit, Bokeh, or PyDeck when the desired output is a
+  standalone application or a framework-specific dashboard.
+- Use pandas or Polars as a CPU fallback when a local GPU is unavailable.
+
+The skill replacement is intended to capture the relevant workflow knowledge:
+GPU dataframe use, visual aggregation, linked selections, layout, and controls
+for fast exploration of large datasets.
+
+## Mapping common cuxfilter concepts
+
+| Previous `cuxfilter` concept | Recommended replacement pattern |
+| --- | --- |
+| `cuxfilter.DataFrame` | Load and transform data directly with `cudf.DataFrame`; convert only at explicit visualization boundaries when a library requires CPU data. |
+| `dashboard([...])` and preset layouts | Compose the view with Panel, Dash, Streamlit, or another maintained dashboard framework. |
+| Charts, widgets, and linked filters | Use HoloViews/hvPlot/Datashader with `link_selections`, or framework-native callback/state patterns. |
+
+## Continued GPU visual analytics support
+
+RAPIDS continues to support GPU-accelerated data preparation and analytics
+through projects such as cuDF, cuGraph, and related libraries. The
+replacement skill will point users to those libraries and provide examples and
+templates for building accelerated visual analytics workflows without importing
+`cuxfilter`.
diff --git a/_notices/rsn0061.md b/source/notices/rsn0061.md
similarity index 100%
rename from _notices/rsn0061.md
rename to source/notices/rsn0061.md
diff --git a/source/platform-support/index.md b/source/platform-support/index.md
new file mode 100644
index 00000000000..f900606bfec
--- /dev/null
+++ b/source/platform-support/index.md
@@ -0,0 +1,16 @@
+# RAPIDS Platform Support
+
+RAPIDS libraries are supported on a specific set of platforms for each release. RAPIDS
+depends on CUDA and Python, and each release is built and tested against specific
+versions of these dependencies.
+
+RAPIDS uses [CUDA compatibility](https://docs.nvidia.com/deploy/cuda-compatibility/) to
+support a range of CUDA toolkit and driver versions. The NVIDIA Developer documentation
+contains a [Compute Capability](https://developer.nvidia.com/cuda-gpus) reference for
+each GPU architecture. Newer GPUs are supported through
+[forward-compatible PTX instructions](https://developer.nvidia.com/blog/understanding-ptx-the-assembly-language-of-cuda-gpu-computing/)
+built for the latest virtual architecture.
+
+For installation instructions, see the [Installation Guide](/install/).
+
+<<! platform_support_content() !>>
diff --git a/releases/hotfix.md b/source/releases/hotfix.md
similarity index 85%
rename from releases/hotfix.md
rename to source/releases/hotfix.md
index c61b5e59c8e..1dba0d1cd99 100644
--- a/releases/hotfix.md
+++ b/source/releases/hotfix.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 3
-parent: Release Docs
-grand_parent: Maintainer Docs
-title: Hotfix Process
----
-
 # Hotfix Process
 
 ## Overview
@@ -14,19 +6,16 @@ Summary of the RAPIDS release process for hotfixes.
 
 ### Intended audience
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ### See also
 
-* [Hotfix versioning]({% link resources/versions.md %})
-* [Releases]({% link releases/process.md %})
+* [Hotfix versioning](/resources/versions/)
+* [Releases](/releases/process/)
 
 ## Hotfixes
 
@@ -62,8 +51,7 @@ Also consider the timing of when the next release is scheduled. If the freeze or
 - Next release `YY.MB.0` (where `MB=MA+2`)
 - Next patch release `MM.MA.PY` (where `PY=PX+1`)
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 1. Hotfix issues will be assigned to you
 2. Create `hotfix/YY.MA.PX` branch from `^vYY.MA.00` (commit `BEFORE` the tag)
 3. Implement the fix succinctly
@@ -74,11 +62,10 @@ Developers
   1. `hotfix/YY.MA.PX` → `release/YY.MA` and notify Operations
   2. `hotfix/YY.MA.PX` → `main` and notify Operations
     1. This can also be done as a `cherry-pick` from `release/YY.MA` -> `main`
-  3. ***NOTE:*** After the `release/YY.MA` has completed, the [forward merger]({% link resources/auto-merger.md %}) will no longer automatically merge from `release/YY.MA` -> `main`
+  3. ***NOTE:*** After the `release/YY.MA` has completed, the [forward merger](/resources/auto-merger/) will no longer automatically merge from `release/YY.MA` -> `main`
 5. Notify the project lead
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 1. Identify potential hotfixes
 2. Ensure that the [hotfix criteria](#criteria) is met
 3. Assign the issue and track its progress
@@ -86,8 +73,7 @@ Project Leads
 5. Once notified that the pull request is created, review and approve it. Do NOT merge the pull request.
 6. Notify Operations that the hotfix pull request is ready for merging
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 1. Once notified by a Project Lead, review the pull request
 2. Begin testing of conda and containers for correctness and functionality
 3. Review documentation to ensure version numbers (updating to `YY.MA.PX`) and instructions are correct
diff --git a/source/releases/index.md b/source/releases/index.md
new file mode 100644
index 00000000000..48eef080247
--- /dev/null
+++ b/source/releases/index.md
@@ -0,0 +1,11 @@
+# Releases
+
+Releases are planned using the processes and schedules outlined below.
+
+```{toctree}
+:hidden:
+
+process
+schedule
+hotfix
+```
diff --git a/releases/process.md b/source/releases/process.md
similarity index 86%
rename from releases/process.md
rename to source/releases/process.md
index aa3d2babc81..a98129b2530 100644
--- a/releases/process.md
+++ b/source/releases/process.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 3
-parent: Release Docs
-grand_parent: Maintainer Docs
-title: Release Process
----
-
 # Release Process
 
 ## Overview
@@ -14,15 +6,13 @@ Summary of the RAPIDS release process.
 
 ### Intended audience
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ### See also
 
-* [Release versioning]({% link resources/versions.md %})
+* [Release versioning](/resources/versions/)
 
 ## Git branching model
 
@@ -40,7 +30,7 @@ The `burn down date` will always be several days before the `code freeze date` w
 
 ### Hotfixes
 
-Hotfixes have their own process and are described [here]({% link releases/hotfix.md %}).
+Hotfixes have their own process and are described [here](/releases/hotfix/).
 
 ## Burn down
 
@@ -59,27 +49,25 @@ Burn down ends at 11:59 PM PT on the final day of the process.
 
 **NOTE:** The processes below use the current release of `YY.MA`, the next release of `YY.MB` and future release `YY.MC` (where `MB=MA+2`, `MC=MB+2`) for examples.
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
 1. Beginning of the `burn down date` remind development team to stop accepting new issues for the `YY.MB` release (unless they are critical bugs/issues)
 2. Work to merge existing pull requests targeting `YY.MB`
 3. Move any pull requests or issues that are no longer a part of the `YY.MB` release to the `YY.MC` project board or backlog (for backlog remove the issue from the project board)
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 1. Beginning of the `burn down date` announce the burn down of `release/YY.MB`
 2. The development branch will remain `main`
 3. Create release `YY.MC` project board
 4. Notify project leads process is complete
 
-Also see the [Burn down guide]({% link resources/burn-down-guide.md %})
+Also see the [Burn down guide](/resources/burn-down-guide/)
 
 
 ## Code freeze
 
-Code freeze is the process when the release undergoes thorough testing. Pull requests are no longer accepted into the development branch. An exception may be made for [hotfix]({% link releases/hotfix.md %}) issues. All pull requests from Burn Down should be merged before Code Freeze begins or be moved to the next release.
+Code freeze is the process when the release undergoes thorough testing. Pull requests are no longer accepted into the development branch. An exception may be made for [hotfix](/releases/hotfix/) issues. All pull requests from Burn Down should be merged before Code Freeze begins or be moved to the next release.
 ### Timing
 
 For the selection of a `code freeze date`, the general guidelines should be followed:
@@ -95,8 +83,7 @@ For example, if Burn down runs from Wednesday Feb 3rd until Tuesday Feb 9th, the
 
 Generally the process for Code Freeze occurs around 10:00AM PT on the first day of Code Freeze.
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
 1. Inform operations team of any new release artifacts (packages, wheels, containers) no later than 2 weeks prior to burndown
 2. Move any open pull requests targeting `release/YY.MB` to target `main` instead.
@@ -104,8 +91,7 @@ Project Leads
 4. Continue `main` development
 5. Respond promptly to operations if any issues are found with the `YY.MB` release
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 1. Beginning of the `code freeze date` announce the code freeze of `release/YY.MB`
 2. The development branch will remain `main`
@@ -125,16 +111,14 @@ For the selection of a `release date`, the general guidelines should be followed
 
 **NOTE:** The processes below use the current release of `YY.MA`, the next release of `YY.MB` and future release `YY.MC` (where `MB=MA+2`, `MC=MB+2`) for examples.
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
 1. Beginning of the `release date` work with developers to close all outstanding issues and PRs
 2. Assist operations team in testing and verifying documentation in release `YY.MB` PR
 3. Review release `YY.MB` for approval
 4. Help operations team in spot checking the deliverables post-release
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 1. Beginning of the `release date` announce the release of `release/YY.MB`
 2. Begin testing of conda, containers, and notebooks for correctness and functionality
diff --git a/source/releases/schedule.md b/source/releases/schedule.md
new file mode 100644
index 00000000000..4270db9f8f8
--- /dev/null
+++ b/source/releases/schedule.md
@@ -0,0 +1,20 @@
+# Release Schedule
+
+## Intended audience
+
+{bdg-warning}`Community`
+
+{bdg-success}`Developers`
+
+{bdg-primary}`Operations`
+
+## Current release
+
+The current release schedule is posted on the [RAPIDS Maintainers Docs](/maintainers/)
+page.
+
+## Completed Releases
+
+Historical list of completed releases.
+
+<<! previous_schedules() !>>
diff --git a/resources/auto-merger.md b/source/resources/auto-merger.md
similarity index 88%
rename from resources/auto-merger.md
rename to source/resources/auto-merger.md
index fc094e5f592..3b33e7a8383 100644
--- a/resources/auto-merger.md
+++ b/source/resources/auto-merger.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 3
-parent: Resources
-grand_parent: Maintainer Docs
-title: Auto-Merger
----
-
 # Auto-Merger
 
 ## Overview
@@ -14,11 +6,9 @@ Summary of the automated merge process used for pull requests.
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
 ## Summary
 
@@ -46,7 +36,7 @@ If the merge criteria below are **not satisfied** when the comment is left on th
 - All **required** (not optional) CI checks must be passing
 - Must not have merge conflicts
 - `Branch Checker` Ensures the base branch is under active development
-- [Label Checker]({% link resources/label-checker.md %}) Ensures the correct labels have been applied
+- [Label Checker](/resources/label-checker/) Ensures the correct labels have been applied
 - No changes have been requested from users who have `write`, `admin`, or `owner` permissions
 - Any user who left the `/merge` comment must have `write` or `admin` privileges on the repo
 
diff --git a/resources/burn-down-guide.md b/source/resources/burn-down-guide.md
similarity index 94%
rename from resources/burn-down-guide.md
rename to source/resources/burn-down-guide.md
index f5190cf6c23..cb2b7f27abc 100644
--- a/resources/burn-down-guide.md
+++ b/source/resources/burn-down-guide.md
@@ -1,23 +1,14 @@
----
-layout: default
-nav_order: 9
-parent: Resources
-grand_parent: Maintainer Docs
-title: Burn Down Guide
----
-
 # Burn down guide
 
 ## Overview
 
-This is a guide for the steps required to perform at the start of [burn down]({% link releases/process.md %}#burn-down).
+This is a guide for the steps required to perform at the start of [burn down](/releases/process/#burn-down).
 
 Given the current development version is `v0.A.0`, then the next version is `v0.B.0` where `B=A+1`.
 
 ### Intended audience
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 # Tasks
 
diff --git a/resources/changelog.md b/source/resources/changelog.md
similarity index 85%
rename from resources/changelog.md
rename to source/resources/changelog.md
index 7d95ba5e5bf..f91232d9211 100644
--- a/resources/changelog.md
+++ b/source/resources/changelog.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 2
-parent: Resources
-grand_parent: Maintainer Docs
-title: Changelog Format
----
-
 # Changelog Format
 
 ## Overview
@@ -14,14 +6,11 @@ Summary of the changelog process used by RAPIDS projects.
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
 ### Process
 
diff --git a/resources/conduct.md b/source/resources/conduct.md
similarity index 94%
rename from resources/conduct.md
rename to source/resources/conduct.md
index 2e1002c9ab8..9156869af56 100644
--- a/resources/conduct.md
+++ b/source/resources/conduct.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 1
-parent: Resources
-grand_parent: Maintainer Docs
-title: Code of Conduct
----
-
 # Contributor Covenant Code of Conduct
 
 ## Overview
@@ -14,14 +6,11 @@ Define the code of conduct followed and enforced for all RAPIDS projects.
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
 ## Our Pledge
 
diff --git a/resources/github-actions.md b/source/resources/github-actions.md
similarity index 98%
rename from resources/github-actions.md
rename to source/resources/github-actions.md
index 1ce0d3b62d7..0341f6b3408 100644
--- a/resources/github-actions.md
+++ b/source/resources/github-actions.md
@@ -1,33 +1,16 @@
----
-layout: default
-nav_order: 3
-parent: Resources
-grand_parent: Maintainer Docs
-title: GitHub Actions
----
-
-# {{ page.title }}
-{:.no_toc}
+# GitHub Actions
 
 ## Overview
-{:.no_toc}
 
 The RAPIDS team uses GitHub Actions for CI/CD. The official documentation for GitHub Actions can be viewed [here](https://docs.github.com/en/actions).
 
 ### Intended audience
-{: .no_toc }
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
 ## Table of contents
-{: .no_toc .text-delta }
-
-1. TOC
-{:toc}
 
 ## Introduction
 
@@ -57,7 +40,7 @@ The chart below provides an overview of how each workflow file is used.
 | - `release/*` Merges<br>- Releases | - `build.yaml`                  | ✅               | ❌              | ✅                                      |
 | - Nightlies                        | - `build.yaml`<br>- `test.yaml` | ✅               | ✅              | ✅                                      |
 
-Although release workflows don't run tests, they do go through a week of nightly testing to ensure everything works as expected. See [this page]({% link releases/process.md %}) for more details about the release process.
+Although release workflows don't run tests, they do go through a week of nightly testing to ensure everything works as expected. See [this page](/releases/process/) for more details about the release process.
 
 ## How Nightlies Are Triggered
 
diff --git a/source/resources/index.md b/source/resources/index.md
new file mode 100644
index 00000000000..5079ae97e4a
--- /dev/null
+++ b/source/resources/index.md
@@ -0,0 +1,19 @@
+# Resources
+
+Resources and detailed information referenced in other sections of this documentation.
+
+```{toctree}
+:hidden:
+
+conduct
+changelog
+auto-merger
+github-actions
+reproducing-ci
+telemetry
+label-checker
+merge-barriers
+recently-updated
+versions
+burn-down-guide
+```
diff --git a/resources/label-checker.md b/source/resources/label-checker.md
similarity index 90%
rename from resources/label-checker.md
rename to source/resources/label-checker.md
index 56debdc04de..c3087e6f016 100644
--- a/resources/label-checker.md
+++ b/source/resources/label-checker.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 6
-parent: Resources
-grand_parent: Maintainer Docs
-title: Label Checker
----
-
 # Label Checker
 
 ## Overview
@@ -14,17 +6,13 @@ Summary of _Label Checker_ GitHub check used by some RAPIDS projects.
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ## Summary
 
diff --git a/resources/merge-barriers.md b/source/resources/merge-barriers.md
similarity index 83%
rename from resources/merge-barriers.md
rename to source/resources/merge-barriers.md
index ffc084db42e..0415b7d3b53 100644
--- a/resources/merge-barriers.md
+++ b/source/resources/merge-barriers.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 6
-parent: Resources
-grand_parent: Maintainer Docs
-title: Merge Barriers
----
-
 # _Merge Barriers_ Check
 
 ## Overview
@@ -14,17 +6,13 @@ A GitHub action that checks whether a pull-request is up-to-date with the any me
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ## Summary
 
diff --git a/resources/recently-updated.md b/source/resources/recently-updated.md
similarity index 88%
rename from resources/recently-updated.md
rename to source/resources/recently-updated.md
index f3816337277..d302a6534f7 100644
--- a/resources/recently-updated.md
+++ b/source/resources/recently-updated.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 6
-parent: Resources
-grand_parent: Maintainer Docs
-title: Recently Updated Check
----
-
 # _Recently Updated_ Check
 
 ## Overview
@@ -14,17 +6,13 @@ A GitHub action that checks whether a pull-request is up-to-date with the latest
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ## Summary
 
diff --git a/resources/reproducing-ci.md b/source/resources/reproducing-ci.md
similarity index 95%
rename from resources/reproducing-ci.md
rename to source/resources/reproducing-ci.md
index 43290749b15..ca6d01ec12c 100644
--- a/resources/reproducing-ci.md
+++ b/source/resources/reproducing-ci.md
@@ -1,35 +1,18 @@
----
-layout: default
-nav_order: 3
-parent: Resources
-grand_parent: Maintainer Docs
-title: Reproducing CI Locally
----
-
-# {{ page.title }}
-{:.no_toc}
+# Reproducing CI Locally
 
 ## Overview
-{:.no_toc}
 
 This page outlines some helpful information about reproducing CI builds and tests locally.
 
 At this time, this information only applies to `conda` related builds and tests.
 
 ### Intended audience
-{: .no_toc }
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
 ## Table of contents
-{: .no_toc .text-delta }
-
-1. TOC
-{:toc}
 
 ## Reproducing CI Jobs
 
@@ -174,7 +157,7 @@ export RAPIDS_REPOSITORY=rapidsai/cugraph
 
 export RAPIDS_REF_NAME=pull-request/3258 # use this type of value for "pull-request" builds
 export RAPIDS_REF_NAME=main # use this type of value for "nightly" builds
-export RAPIDS_REF_NAME=release/{{ site.data.releases.stable.version }} # for "branch" builds use the branch names
+export RAPIDS_REF_NAME=release/<<! releases.stable.version !>> # for "branch" builds use the branch names
 
 export RAPIDS_NIGHTLY_DATE=2025-12-12 # this variable is only necessary for "nightly" builds
 
diff --git a/resources/telemetry.md b/source/resources/telemetry.md
similarity index 97%
rename from resources/telemetry.md
rename to source/resources/telemetry.md
index f7bc1122194..1fa2882dd88 100644
--- a/resources/telemetry.md
+++ b/source/resources/telemetry.md
@@ -1,32 +1,16 @@
----
-layout: default
-nav_order: 3
-parent: Resources
-grand_parent: Maintainer Docs
-title: Telemetry
----
-
-# {{ page.title }}
-{:.no_toc}
+# Telemetry
 
 ## Overview
-{:.no_toc}
 
 The RAPIDS team collects build-time and test-time telemetry from our CI jobs.
 These data are used to provide insights into potential speed impacts and
 optimizations that might be worthwhile.
 
 ### Intended audience
-{: .no_toc }
 
-Operations
-{: .label .label-purple}
+{bdg-primary}`Operations`
 
 ## Table of contents
-{: .no_toc .text-delta }
-
-1. TOC
-{:toc}
 
 ## Introduction
 
@@ -51,7 +35,6 @@ implementation details. In the top-level workflow, such as
 
 * Add a job for telemetry-setup, and add that job name to the pr-builder `needs` collection.
 
-{% raw %}
 ```
 jobs:
   # Please keep pr-builder as the top job here
@@ -74,7 +57,6 @@ jobs:
         if: ${{ vars.TELEMETRY_ENABLED == 'true' }}
         uses: rapidsai/shared-actions/telemetry-dispatch-stash-base-env-vars@main
 ```
-{% endraw %}
 
 * Add `telemetry-setup` as a `needs:` entry for all jobs at the top of the tree. The purpose is to communicate telemetry variables that any job may use - even the `checks.yaml` job. `needs:` that generally catch the required jobs are:
 
@@ -84,7 +66,6 @@ jobs:
 
 * Add an entry to skip the final job from the pr check, `ignored_pr_jobs`:
 
-{% raw %}
 ```
   checks:
     secrets: inherit
@@ -94,13 +75,11 @@ jobs:
       enable_check_generated_files: false
       ignored_pr_jobs: "telemetry-summarize"
 ```
-{% endraw %}
 
 Syntax for the `ignored_pr_jobs` is space-separated within the quotes.
 
 * Run the parsing and submission script job as the final job - after `pr-builder`:
 
-{% raw %}
 ```
   telemetry-summarize:
     # This job must use a self-hosted runner to record telemetry traces.
@@ -112,7 +91,6 @@ Syntax for the `ignored_pr_jobs` is space-separated within the quotes.
       - name: Telemetry summarize
         uses: rapidsai/shared-actions/telemetry-dispatch-summarize@main
 ```
-{% endraw %}
 
 > NOTE: pay special attention to the `runs-on` entry. This is what dictates that the job runs on a self-hosted runner, which is necessary for network access control.
 
@@ -121,11 +99,9 @@ Syntax for the `ignored_pr_jobs` is space-separated within the quotes.
   command](https://github.com/rapidsai/gha-tools/blob/main/tools/rapids-telemetry-record) that shows the sccache
   statistics
   and saves them to a text file in the appropriate location:
-{% raw %}
 ```
 rapids-telemetry-record sccache-stats.txt sccache --show-adv-stats
 ```
-{% endraw %}
 
 * Processing of additional files is automatic, so long as filenames match expected patterns. The currently handled filenames are:
   * sccache-stats.txt
@@ -134,7 +110,7 @@ rapids-telemetry-record sccache-stats.txt sccache --show-adv-stats
 
 ---
 **Below here is docs on how to maintain the backend parts. Project maintainers should not need anything below here.**
----
+***
 
 ## Key Components
 
@@ -192,7 +168,6 @@ environment variables that we load ensures that if any build tool natively
 supports OpenTelemetry, it has the necessary information to send that data (job
 needs to be on a self-hosted runner)
 
-{% raw %}
 ```
 jobs:
   build:
@@ -204,7 +179,6 @@ jobs:
         with:
             extra_attributes: "rapids.operation=build-cpp,rapids.package_type=conda,rapids.cuda=${{ matrix.CUDA_VER }},rapids.py=${{ matrix.PY_VER }},rapids.arch=${{ matrix.ARCH }},rapids.linux=${{ matrix.LINUX_VER }}"
 ```
-{% endraw %}
 
 Passing in the `extra_attributes` parameter appends these comma-separated
 key=value pairs to the `OTEL_RESOURCE_ATTRIBUTES` environment variable. This is
@@ -308,11 +282,9 @@ clicking this button, your variable will not be saved.
 
 Attributes must be included as selectors in the query, or else they won't be available for filtering down the line. The TraceQL line can get pretty long:
 
-{% raw %}
 ```
 {} | select(span:duration, name, resource.rapids.labels, resource.service.name, resource.rapids.cuda, resource.rapids.cuda, resource.git.job_url, resource.rapids.py, resource.rapids.gpu, resource.rapids.package_type, resource.rapids.arch, resource.rapids.linux, resource.rapids.driver, resource.rapids.deps,span.sccache.main_process.hit_rate,span.sccache.main_process.miss_rate,span.sccache.main_process.error_rate)
 ```
-{% endraw %}
 
 ![](/assets/images/telemetry/panel_query.png)
 
@@ -329,7 +301,7 @@ metadata columns in the trace table format, because they apply to the spans.
 As always, remember to click the upper-right save button after making any
 changes.
 
-##### Filtering and grouping data
+#### Filtering and grouping data
 
 We store our span data using Grafana Tempo. Tempo allows TraceQL queries for filtering data. In general, there are two parts of [a TraceQL query](https://grafana.com/docs/tempo/latest/traceql/#traceql):
 
@@ -353,7 +325,7 @@ From [wheels-test.yaml](https://github.com/rapidsai/shared-workflows/blob/ece43b
 "rapids.PACKAGER=wheel,rapids.CUDA_VER=${{ matrix.CUDA_VER }},rapids.PY_VER=${{ matrix.PY_VER }},rapids.ARCH=${{ matrix.ARCH }},rapids.LINUX_VER=${{ matrix.LINUX_VER }},rapids.GPU=${{ matrix.GPU }},rapids.DRIVER=${{ matrix.DRIVER }},rapids.DEPENDENCIES=${{ matrix.DEPENDENCIES }}"
 ```
 
-##### Filter out docker stuff outside of builds
+#### Filter out docker stuff outside of builds
 
 Part of telemetry setup is providing environment variables that other tools that use OpenTelemetry can use to send spans. These get sent to the aggregator, which may or may not be accessible to the build machine. If the aggregator is accessible, it will be used to send spans. These spans might be useful to you, or they might be noise. To filter them, you can filter by several key attributes.
 
@@ -390,7 +362,7 @@ We'll call any other label "build"
 Any of these can be combined, either [within one query](https://grafana.com/docs/tempo/latest/traceql/#field-expressions), or by [combining span sets (joining multiple `{}` sections)](https://grafana.com/docs/tempo/latest/traceql/#combine-spansets).
 
 
-##### Adding metadata to spans
+#### Adding metadata to spans
 
 The default spans returned from Tempo only include barebones native attributes. To access the custom attributes that we use to capture GPU, CUDA version, etc., you can use the `select` function.
 
@@ -469,12 +441,10 @@ API](https://docs.github.com/en/rest/actions/workflow-jobs?apiVersion=2022-11-28
 
 An example gh cli call that downloads this JSON output:
 
-{% raw %}
 ```
 gh api -H "Accept: application/vnd.github+json" -H "X-GitHub-Api-Version: 2022-11-28" \
     --paginate /repos/rapidsai/cudf/actions/runs/<RUN_ID>/attempts/<RUN_ATTEMPT>/jobs | jq -c '.jobs' > all_jobs.json
 ```
-{% endraw %}
 
 Substitute RUN_ID with the value seen in the GitHub web UI for the job that
 you're interested in. The RUN_ATTEMPT is usually 1, unless you have retried the job.
@@ -489,18 +459,15 @@ you're interested in. The RUN_ATTEMPT is usually 1, unless you have retried the
 
   * Set them on the terminal
 
-    {% raw %}
-    ```
+        ```
     export OTEL_EXPORTER_OTLP_ENDPOINT="http://localhost:4318"
     export OTEL_EXPORTER_OTLP_PROTOCOL="http/protobuf"
     export OTEL_TRACES_EXPORTER="otlp_proto_http"
     ```
-    {% endraw %}
 
   * (OR) Use VS Code run configurations
 
-    {% raw %}
-    ```
+        ```
         {
             "name": "send-tempo",
             "type": "debugpy",
@@ -517,7 +484,6 @@ you're interested in. The RUN_ATTEMPT is usually 1, unless you have retried the
             }
         },
     ```
-    {% endraw %}
 
 7. (optional) Run bump_time.py script to adjust timestamps in your
 `all_jobs.json` file. The Grafana UI shows data that is a certain amount of time
diff --git a/resources/versions.md b/source/resources/versions.md
similarity index 93%
rename from resources/versions.md
rename to source/resources/versions.md
index 95a0ba43ebc..5a376b44012 100644
--- a/resources/versions.md
+++ b/source/resources/versions.md
@@ -1,11 +1,3 @@
----
-layout: default
-nav_order: 6
-parent: Resources
-grand_parent: Maintainer Docs
-title: Versions and Tags
----
-
 # Versions and Tags
 
 ## Overview
@@ -14,14 +6,11 @@ Summary of the versioning and release methodology used by RAPIDS projects.
 
 ### Intended audience
 
-Community
-{: .label .label-yellow}
+{bdg-warning}`Community`
 
-Developers
-{: .label .label-green}
+{bdg-success}`Developers`
 
-Project Leads
-{: .label .label-blue}
+{bdg-info}`Project Leads`
 
 ## Versioning method
 
diff --git a/source/user-guide/index.md b/source/user-guide/index.md
new file mode 100644
index 00000000000..02817ce38fe
--- /dev/null
+++ b/source/user-guide/index.md
@@ -0,0 +1,46 @@
+# RAPIDS Featured User Guides
+
+The RAPIDS data science framework is a collection of libraries for running end-to-end data science pipelines completely on the GPU. The interaction is designed to have a familiar look and feel to working in Python, but utilizes optimized NVIDIA® CUDA® primitives and high-bandwidth GPU memory under the hood. Below are some links to help getting started with each of the individual RAPIDS libraries.
+
+
+**<i class="fa-solid fa-book-open"></i> [Community Notebooks](https://github.com/rapidsai/notebooks-contrib)**:
+ A collection of examples and tutorials used to introduce new users to the features and capabilities of RAPIDS.
+
+
+**<i class="fa-solid fa-cloud"></i> Machine Learning Services Integration for [RAPIDS Cloud](https://github.com/rapidsai/cloud-ml-examples)**:
+ A repository with example notebooks and "getting started" code samples to help you integrate RAPIDS with the hyperparameter optimization services from Azure ML, AWS Sagemaker, Google Cloud, and Databricks.
+
+
+**<i class="fa-solid fa-wrench"></i> Tools and Guides for [RAPIDS Deployment](/deployment/stable/)**:
+ Deployment documentation to get you up and running with RAPIDS in AWS, GCP, Azure, IBM and more. Also includes guides for HPC, HPO, Kubernetes, Dask, and more.
+
+**<i class="fa-solid fa-database"></i> ETL and Dataframe Processing with [cuDF](https://github.com/rapidsai/cudf)**:
+ Start with the [10 Minutes to cuDF and Dask-cuDF User Guide](/api/cudf/stable/user_guide/10min/). Modeled after 10 Minutes to Pandas, this is a short introduction to cuDF that is geared mainly for new users. The [cuDF User Guide](/api/cudf/stable/user_guide/index/) is generally very extensive and helpful.
+
+
+**<i class="fa-solid fa-list"></i> Accelerated Machine Learning with [cuML](https://github.com/rapidsai/cuml)**:
+ Start with the [User Guide](/api/cuml/stable/user_guide/) and the [Estimator Intro](https://github.com/rapidsai/cuml/blob/branch-<<! releases.stable.version !>>/docs/source/estimator_intro.ipynb), showcasing basic machine learning for training and evaluating machine learning models in cuML. The [Intro and key concepts for cuML](/api/cuml/stable/cuml_intro/) is helpful as well.
+
+
+**<i class="fa-solid fa-code-branch"></i> Graph Analytics with [cuGraph](https://github.com/rapidsai/cugraph)**:
+ Start with the [Easy Path](/api/cugraph/stable/basics/nx_transition/#easy-path-use-networkx-graph-objects-accelerated-algorithms) to use NetworkX graph objects with accelerated algorithms. Or, use [nx-cugraph](/api/cugraph/stable/nx_cugraph/nx_cugraph/) to use the NetworkX API with a zero code change GPU accelerated backend. There is also a general [cuGraph Introduction](/api/cugraph/stable/basics/cugraph_intro/).
+
+
+**<i class="fa-solid fa-location-dot"></i> Spatial Analytics with [cuSpatial](https://github.com/rapidsai/cuspatial)**:
+ Start with the [cuSpatial User Guide](/api/cuspatial/stable/user_guide/cuspatial_api_examples/) for an intro to GPU Accelerated Spatial Analytics.
+
+
+**<i class="fa-solid fa-chart-bar"></i> Accelerated Cross Filtered Visualization with [cuxfilter](https://github.com/rapidsai/cuxfilter)**:
+ Start with [10 Minutes to Cuxfilter](api/cuxfilter/stable/user_guide/10_minutes_to_cuxfilter/) to get an overview of how to quickly create a dashboard. There are also broader examples in the [RAPIDS Visualization Guides](https://github.com/rapidsai/cuxfilter/tree/HEAD/notebooks/RAPIDS%20Visualization%20Guide).
+
+
+**<i class="fa-solid fa-images"></i> Computer Vision and Analytics with [cuCIM](https://github.com/rapidsai/cucim)**:
+ Start with the [Welcome Notebook](https://github.com/rapidsai/cucim/blob/branch-<<! releases.stable.version !>>/notebooks/Welcome.ipynb) for links to resources guides and a good overview of the project structure.
+
+
+**<i class="fa-solid fa-code"></i> Algorithms and Primitives for Scientific Computing, Data Science and Machine Learning with [RAFT](https://github.com/rapidsai/raft)**:
+ Start with the [Quick Start](/api/raft/stable/quick_start/) guide for simple Python and C++ examples.
+
+
+**<i class="fa-solid fa-bolt"></i> Accelerated Apache Spark with [Spark RAPIDS](https://nvidia.github.io/spark-rapids/)**:
+ Start with [the Examples Repository](https://github.com/NVIDIA/spark-rapids-examples) for Spark related utilities and examples using the RAPIDS Accelerator, including ETL, ML/DL, and more. A good [overview](https://nvidia.github.io/spark-rapids/) is available on their docs introduction.
diff --git a/visualization/index.md b/source/visualization/index.md
similarity index 76%
rename from visualization/index.md
rename to source/visualization/index.md
index aad1eb1ffcc..94dff15a1f7 100644
--- a/visualization/index.md
+++ b/source/visualization/index.md
@@ -1,19 +1,12 @@
----
-layout: default
-title: Visualization Guide
-nav_order: 5
----
-
 # RAPIDS Visualization Guide
 
 RAPIDS libraries can easily fit in visualization workflows. This catalog of featured libraries offer direct cuDF support or easy integration.
-{: .fs-6 .fw-300 }
 
-<img src="/assets/images/datashader-census-rapids.png" style="width:870px">
+<img src="/assets/images/datashader-census-rapids.png" width="870px" class="visualization-hero">
 
 *[330 million+ datapoints rendered in under 1.5s via RAPIDS + Plotly Dash 2020 Census Demo](https://github.com/rapidsai/plotly-dash-rapids-census-demo)*
 
-### Featured Libraries
+## Featured Libraries
 - **[HoloViews](#holoviews):** Declarative objects for quickly building complex interactive plots from high-level specifications. Directly uses cuDF.
 - **[hvPlot](#hvplot):** Quickly return interactive plots from cuDF, Pandas, Xarray, or other data structures. Just replace `.plot()` with `.hvplot()`.
 - **[Datashader](#datashader):** Rasterizing huge datasets quickly as scatter, line, geospatial, or graph charts. Directly uses cuDF.
@@ -21,14 +14,14 @@ RAPIDS libraries can easily fit in visualization workflows. This catalog of feat
 - **[Bokeh](#bokeh):** Charting library for building complex interactive visualizations.
 - **[Seaborn](#seaborn):** Static single charting library that extends matplotlib.
 
-### Other Notable Libraries
+## Other Notable Libraries
 - **[Panel](#panel):** A high-level app and dashboarding solution for the Python ecosystem.
 - **[PyDeck](#pydeck):** Python bindings for interactive spatial visualizations with webGL powered deck.gl, optimized for a Jupyter environment.
 - **[cuxfilter](#cuxfilter):** RAPIDS developed cross filtering dashboarding tool that integrates many of the libraries above.
 - **[node RAPIDS](#noderapids):** RAPIDS bindings in nodeJS, a high performance JS/TypeScript visualization alternative to using Python.
 
 
-### GPU Accelerated Interaction
+## GPU Accelerated Interaction
 
 The below libraries directly use RAPIDS cuDF/Dask-cuDF and/or cuSpatial to create charts that support accelerated crossfiltering or rendering:
 - **[Holoviews with Linked Brushing User Guide](https://holoviews.org/user_guide/Linked_Brushing.html?highlight=linked%20brushing)**
@@ -37,18 +30,21 @@ The below libraries directly use RAPIDS cuDF/Dask-cuDF and/or cuSpatial to creat
 - **[cuxfilter GitHub](https://github.com/rapidsai/cuxfilter)**
 
 
-### **Note:** Web Hosted vs Local Hosted Chart Interaction
-When interacting with this page through a website, the interactive examples below are all **static and use pre-computed data.** To run a true interactive version, host through the **active** instance found on our [cuxfilter GitHub Notebooks](https://github.com/rapidsai/cuxfilter/tree/branch-{{ site.data.releases.stable.version }}/notebooks/RAPIDS%20Visualization%20Guide).
+:::{note}
+**Web Hosted vs Local Hosted Chart Interaction**
+
+When interacting with this page through a website, the interactive examples below are all **static and use pre-computed data.** To run a true interactive version, host through the **active** instance found on our [cuxfilter GitHub Notebooks](https://github.com/rapidsai/cuxfilter/tree/branch-<<! releases.stable.version !>>/notebooks/RAPIDS%20Visualization%20Guide).
+:::
 
-{% include viz-cdn-js-css.html %}
+[% include "_includes/viz-cdn-js-css.html" %]
 
 <br/><br/>
 # Featured Libraries
 
 <a id='holoviews'></a><br/>
-<img src="/assets/images/holoviews-logo.png" style="width:150px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/holoviews-logo.png" width="150px" class="visualization-logo">
 <a href="https://holoviews.org/gallery/index.html" target="_blank" title="holoviews NYC taxi example">
-<img src="/assets/images/nytaxi_hover.gif" style="width:300px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/nytaxi_hover.gif" width="300px" class="visualization-preview"></a>
 <br/>
 - HoloViews is an open-source Python library designed to make data analysis and visualization seamless and simple. [See this diagram](https://holoviz.org/background.html#the-holoviz-ecosystem)  for an excellent architecture overview.
 - With HoloViews, you can usually express what you want to do in very few lines of code, letting you focus on what you are trying to explore and convey, not on the process of plotting.
@@ -56,12 +52,12 @@ When interacting with this page through a website, the interactive examples belo
 - Read about [RAPIDS compatibility](https://holoviews.org/reference_manual/holoviews.core.data.html?highlight=cudf#module-holoviews.core.data.cudf).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-{% include holoviews.html %}
+[% include "_includes/holoviews.html" %]
 
 <a id='hvplot'></a><br/>
-<img src="/assets/images/hvplot-logo.png" style="width:90px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/hvplot-logo.png" width="90px" class="visualization-logo">
 <a href="https://hvplot.holoviz.org/reference/index.html" target="_blank" title="hvplot heat map example">
-<img src="/assets/images/heatmap.png" style="width:120px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/heatmap.png" width="120px" class="visualization-preview"></a>
 
 - hvPlot provides an alternative for the static plotting API provided by Pandas and other libraries, with an interactive plotting API. Just replace `.plot()` with `.hvplot()`.
 - hvPlot can integrate neatly with the individual libraries if an extension mechanism for the native plot APIs is offered, or it can be used as a standalone component.
@@ -69,12 +65,12 @@ When interacting with this page through a website, the interactive examples belo
 - Read about [RAPIDS compatibility](https://hvplot.holoviz.org/user_guide/Introduction.html?highlight=rapids#).
 <br/>
 **Run an interactive example and cpu / gpu code comparison below:**
-{% include hvplot.html %}
+[% include "_includes/hvplot.html" %]
 
 <a id='datashader'></a><br/>
-<img src="/assets/images/datashader-logo.png" style="width:150px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/datashader-logo.png" width="150px" class="visualization-logo">
 <a href="https://panel.holoviz.org/gallery/simple/clifford_interact.html" target="_blank" title="datashader clifford demo">
-<img src="/assets/images/clifford_interact.png" style="width:130px; display:inline-block; vertical-align:middle; padding-left:20px; "></a>
+<img src="/assets/images/clifford_interact.png" width="130px" class="visualization-preview"></a>
 
 - Datashader is a graphics pipeline system for creating meaningful representations of large datasets quickly and flexibly.
 - Datashader is able to render a variety of chart types statically, and interactively when combined with other libraries like HoloViews or cuxfilter.
@@ -82,27 +78,27 @@ When interacting with this page through a website, the interactive examples belo
 - Read about [RAPIDS compatibility](https://datashader.org/user_guide/Performance.html?highlight=cudf#data-objects).
 <br/>
 **Run an interactive example and cpu / gpu code comparison below:**
-{% include datashader.html %}
+[% include "_includes/datashader.html" %]
 
 
 
 <a id='plotly'></a><br/>
-<img src="/assets/images/plotly-logo.png" style="width:160px; vertical-align:middle;">
+<img src="/assets/images/plotly-logo.png" width="160px" class="visualization-logo">
 <a href="https://dash.gallery/Portal/" target="_blank" title="plotly dash US Opioid Epidemic demo">
-<img src="/assets/images/plotly-dash.png" style="width:230px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/plotly-dash.png" width="230px" class="visualization-preview"></a>
 <br/>
 - Plotly provides browser based graphing, analytics, and statistics tools to create powerful applications.
 - Read about Plotly's Python charting library at [plotly.com/python/](https://plotly.com/python/) and explore the Plotly Dash gallery [ash.gallery/Portal/](https://dash.gallery/Portal/).
 - Read about [RAPIDS compatibility](https://dash.plotly.com/holoviews#gpu-accelerating-datashader-and-linked-selections-with-rapids).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-{% include plotly.html %}
+[% include "_includes/plotly.html" %]
 
 
 <a id='bokeh'></a><br/>
-<img src="/assets/images/bokeh-logo.svg" style="width:130px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/bokeh-logo.svg" width="130px" class="visualization-logo">
 <a href="https://docs.bokeh.org/en/latest/docs/gallery.html" target="_blank" title="bokeh blackbody radiation chart">
-<img src="/assets/images/latex_blackbody_radiation.png" style="width:130px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/latex_blackbody_radiation.png" width="130px" class="visualization-preview"></a>
 <br/>
 - Bokeh makes it simple to create common interactive plots, but also can handle custom or specialized use-cases with tools and widgets.
 - Plots, dashboards, and apps can be published in web pages or Jupyter notebooks.
@@ -110,14 +106,14 @@ When interacting with this page through a website, the interactive examples belo
 - Further [Documentation](https://docs.bokeh.org/en/latest/).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-{% include bokeh.html %}
+[% include "_includes/bokeh.html" %]
 
 
 
 <a id='seaborn'></a><br/>
-<img src="/assets/images/seaborn-logo.svg" style="width:200px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/seaborn-logo.svg" width="200px" class="visualization-logo">
 <a href="https://seaborn.pydata.org/examples/hexbin_marginals.html" target="_blank" title="seaborn hexbin example">
-<img src="/assets/images/hexbin_marginals.png" style="width:130px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/hexbin_marginals.png" width="130px" class="visualization-preview"></a>
 <br/>
 - Seaborn is a Python data visualization library based on [matplotlib](https://matplotlib.org/). It provides a high-level interface for drawing static charts.
 - Although not directly accelerated with GPU usage, it provides a base example of using a popular Python based visualization library with RAPIDS.
@@ -125,16 +121,16 @@ When interacting with this page through a website, the interactive examples belo
 - Further [Documentation](https://seaborn.pydata.org/api.html).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-{% include seaborn.html %}
+[% include "_includes/seaborn.html" %]
 
 <br/><br/>
 
 # Other Notable Libraries
 
 <a id='panel'></a><br/>
-<img src="/assets/images/panel-logo.png" style="width:100px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/panel-logo.png" width="100px" class="visualization-logo">
 <a href="https://panel.holoviz.org/gallery/index.html" target="_blank" title="panel gapminder example">
-<img src="/assets/images/gapminders.png" style="width:210px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/gapminders.png" width="210px" class="visualization-preview"></a>
 <br/>
 - Panel is a Python library that lets you create custom interactive web apps and dashboards by connecting user-defined widgets to plots, images, tables, or text.
 - Panel -like holoViews, hvPlot, and datashader- is part of the [HoloViz Ecosystem](https://holoviz.org/).
@@ -144,9 +140,9 @@ When interacting with this page through a website, the interactive examples belo
 
 
 <a id='pydeck'></a><br/>
-<img src="/assets/images/pyDeck-logo.svg" style="width:200px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/pyDeck-logo.svg" width="200px" class="visualization-logo">
 <a href="https://deckgl.readthedocs.io/en/latest/layer.html" target="_blank" title="pydeck example page">
-<img src="/assets/images/hexagon-layer.jpg" style="width:140px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/hexagon-layer.jpg" width="140px" class="visualization-preview"></a>
 <br/>
 - The pyDeck library is a set of Python bindings for making spatial visualizations with deck.gl, optimized for a Jupyter environment.
 - Learn more about its core deck.gl webGL based library a [deck.gl](https://deck.gl/).
@@ -155,10 +151,10 @@ When interacting with this page through a website, the interactive examples belo
 
 
 <a id='cuxfilter'></a><br/>
-<img src="/assets/images/rapids_logo.png" style="width:150px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/rapids_logo.png" width="150px" class="visualization-logo">
 <span style="color:#7400ff; font-size:2.5em; vertical-align: middle;">cuxfilter</span>
 <a href="https://docs.rapids.ai/api/cuxfilter/nightly/examples/examples.html" target="_blank" title="cuxfilter example page">
-<img src="/assets/images/cuxfilter-demo.gif" style="width:220px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/cuxfilter-demo.gif" width="220px" class="visualization-preview"></a>
 <br/>
 - cuxfilter is a RAPIDS developed cross filtering library which enables GPU accelerated dashboards, using best in class charting libraries, with just a few lines of Python.
 - Read about cuxfilter at [github.com/rapidsai/cuxfilter](https://github.com/rapidsai/cuxfilter) and explore its examples [docs.rapids.ai/api/cuxfilter/stable/examples/examples.html](https://docs.rapids.ai/api/cuxfilter/stable/examples/examples.html).
@@ -166,10 +162,10 @@ When interacting with this page through a website, the interactive examples belo
 
 
 <a id='noderapids'></a><br/>
-<img src="/assets/images/rapids_logo.png" style="width:150px; display:inline-block; vertical-align:middle;">
+<img src="/assets/images/rapids_logo.png" width="150px" class="visualization-logo">
 <span style="color:#7400ff; font-size:2.5em; vertical-align: middle;">nodeRAPIDS</span>
 <a href="https://github.com/rapidsai/node/tree/main/modules/demo" target="_blank" title="nodeRAPIDS demo page">
-<img src="/assets/images/nodeRAPIDS-streaming.png" style="width:200px; display:inline-block; vertical-align:middle; padding-left:20px;"></a>
+<img src="/assets/images/nodeRAPIDS-streaming.png" width="200px" class="visualization-preview"></a>
 <br/>
 - node RAPIDS brings GPU acceleration to the nodeJS and JS/TypeScript user ecosystem.
 - Keep large datasets and complex compute processes in GPU memory while using the browser front end just for performant interactions.
diff --git a/tests/fixtures/jekyll_manifest.json b/tests/fixtures/jekyll_manifest.json
new file mode 100644
index 00000000000..cb5f63a34ac
--- /dev/null
+++ b/tests/fixtures/jekyll_manifest.json
@@ -0,0 +1,14123 @@
+{
+  "pages": {
+    "/": {
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+        "rapids documentation and resources",
+        "sections",
+        "stay connected",
+        "docs issues or feedback"
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+      }
+    },
+    "/SECURITY/": {
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+        "security",
+        "reporting security issues",
+        "reporting a vulnerability",
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+        "disclosure policy"
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+    },
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+        "rapids api docs",
+        "rapids apis",
+        "cudf",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "dask-cudf",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "cuml",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "cugraph",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "cuxfilter",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "java + cudf",
+        "docs stable (26.06) | legacy (26.04)",
+        "links changelog | github",
+        "cucim",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "cuvs",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "kvikio",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "raft",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "dask-cuda",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "rmm",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "rapidsmpf",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links github",
+        "ucxx",
+        "docs stable (0.50) | nightly (0.51)",
+        "links changelog | github",
+        "nvforest",
+        "docs stable (26.06) | nightly (26.08)",
+        "links changelog | github",
+        "rapids libraries",
+        "libcudf",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "libcuml",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
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+        "libkvikio",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
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+        "links github",
+        "rapids-cmake",
+        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
+        "links changelog | github",
+        "inactive projects",
+        "cuproj",
+        "docs stable (25.04) | legacy (25.02)",
+        "links changelog | github",
+        "cusignal",
+        "docs",
+        "links changelog | github",
+        "cuspatial",
+        "docs stable (25.04) | legacy (25.02)",
+        "links changelog | github",
+        "libcuproj",
+        "docs stable (25.04) | legacy (25.02)",
+        "links changelog | github",
+        "libcuspatial",
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+      }
+    },
+    "/visualization/": {
+      "headings": [
+        "rapids visualization guide",
+        "featured libraries",
+        "other notable libraries",
+        "gpu accelerated interaction",
+        "note: web hosted vs local hosted chart interaction",
+        "featured libraries",
+        "other notable libraries"
+      ],
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+}
diff --git a/tests/test_customization.py b/tests/test_customization.py
new file mode 100644
index 00000000000..550bfb70b58
--- /dev/null
+++ b/tests/test_customization.py
@@ -0,0 +1,39 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+import importlib.util
+from pathlib import Path
+
+from bs4 import BeautifulSoup
+
+ROOT = Path(__file__).resolve().parents[1]
+MODULE_PATH = ROOT / "ci" / "customization" / "customize_doc.py"
+SPEC = importlib.util.spec_from_file_location("customize_doc", MODULE_PATH)
+customize_doc = importlib.util.module_from_spec(SPEC)
+assert SPEC.loader is not None
+SPEC.loader.exec_module(customize_doc)
+
+
+def test_nvidia_theme_selector_injection(tmp_path: Path) -> None:
+    page = tmp_path / "api" / "cudf" / "26.06" / "index.html"
+    page.parent.mkdir(parents=True)
+    page.write_text(
+        """<!doctype html><html><head>
+        <link rel="stylesheet" href="_static/styles/nvidia-sphinx-theme.css">
+        </head><body><aside class="bd-sidebar"></aside></body></html>"""
+    )
+
+    lib_map = {"cudf": {"stable": "/api/cudf/stable/", "nightly": None, "legacy": None}}
+    versions = {"stable": "26.06"}
+    customize_doc.main(
+        filepath=str(page),
+        lib_path_dict=lib_map,
+        project_name="cudf",
+        versions_dict=versions,
+        selector_project_names={"cudf"},
+    )
+
+    soup = BeautifulSoup(page.read_text(), "html.parser")
+    assert soup.select_one("#rapids-pydata-container") is not None
+    assert soup.select_one("#nvidia-selector-css")["href"] == "/assets/css/custom_nvidia.css"
+    assert soup.select_one("#rapids-selector-js")["src"] == "/assets/js/custom.js"
diff --git a/tests/test_rendering.py b/tests/test_rendering.py
new file mode 100644
index 00000000000..9df5134796f
--- /dev/null
+++ b/tests/test_rendering.py
@@ -0,0 +1,59 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+from pathlib import Path
+from types import SimpleNamespace
+
+from extensions import rapids_docs
+
+ROOT = Path(__file__).resolve().parents[1]
+APP = SimpleNamespace(srcdir=str(ROOT / "source"))
+
+
+def test_data_driven_content() -> None:
+    data = rapids_docs._load_data(APP)
+    stable_version = data["releases"]["stable"]["version"]
+    nightly_version = data["releases"]["nightly"]["version"]
+
+    api = rapids_docs._api_docs(data, "apis")
+    assert f"stable ({stable_version})" in api
+    assert "/api/cudf/stable/" in api
+
+    inactive = rapids_docs._api_docs(data, "inactive-projects")
+    inactive_project = next(
+        project
+        for project in data["docs"]["inactive-projects"].values()
+        if not project.get("hidden", False) and project["versions"].get("stable") == 1
+    )
+    inactive_version = rapids_docs._version_label(inactive_project, "stable", data["releases"])
+    assert f"stable ({inactive_version})" in inactive
+
+    platform = rapids_docs._platform_support(data)
+    platform_release = data["platform_support"]["releases"][0]
+    assert f"RAPIDS {platform_release['version']}" in platform
+    assert f"CUDA {platform_release['cuda'][0]['major']}" in platform
+    assert 'class="fas fa-desktop"' in platform
+    assert 'class="fab fa-linux"' in platform
+    assert 'class="fab fa-windows"' in platform
+    assert 'class="fab fa-python"' in platform
+    assert 'class="fas fa-microchip"' in platform
+    assert 'class="fas fa-hammer"' in platform
+
+    schedules = rapids_docs._current_schedules(data)
+    assert f"Release v{nightly_version} Schedule" in schedules
+    assert "PROPOSED" in schedules
+
+
+def test_notice_metadata_and_indexes() -> None:
+    data = rapids_docs._load_data(APP)
+    source_notices = list((ROOT / "source" / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md"))
+    assert len(data["notices"]) == len(source_notices)
+
+    support_notices = rapids_docs._notice_table(data, "rsn")
+    support_notice = next(notice for notice in data["notices"] if notice["notice_type"] == "rsn")
+    assert f"RSN {support_notice['notice_id']}" in support_notices
+    assert support_notice["title"] in support_notices
+
+    pinned = rapids_docs._notice_table(data, pinned=True)
+    pinned_notice = next(notice for notice in data["notices"] if notice.get("notice_pin"))
+    assert f"{pinned_notice['notice_type'].upper()} {pinned_notice['notice_id']}" in pinned
diff --git a/user-guide/index.md b/user-guide/index.md
deleted file mode 100644
index c9d124ea0e2..00000000000
--- a/user-guide/index.md
+++ /dev/null
@@ -1,67 +0,0 @@
----
-layout: default
-title: User Guides
-nav_order: 3
-description: |
-  Guide to Getting Started Using RAPIDS
----
-
-# RAPIDS Featured User Guides
-{: .fs-8 }
-
-The RAPIDS data science framework is a collection of libraries for running end-to-end data science pipelines completely on the GPU. The interaction is designed to have a familiar look and feel to working in Python, but utilizes optimized NVIDIA® CUDA® primitives and high-bandwidth GPU memory under the hood. Below are some links to help getting started with each of the individual RAPIDS libraries.
-{: .fs-6 .fw-300 .mb-8 }
-
-
-**<i class="fa-light fa-notebook"></i> [Community Notebooks](https://github.com/rapidsai/notebooks-contrib){: target="_blank"}**:
- A collection of examples and tutorials used to introduce new users to the features and capabilities of RAPIDS.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-cloud"></i> Machine Learning Services Integration for [RAPIDS Cloud](https://github.com/rapidsai/cloud-ml-examples){: target="_blank"}**:
- A repository with example notebooks and "getting started" code samples to help you integrate RAPIDS with the hyperparameter optimization services from Azure ML, AWS Sagemaker, Google Cloud, and Databricks.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-screwdriver-wrench"></i> Tools and Guides for [RAPIDS Deployment](/deployment/stable/){: target="_blank"}**:
- Deployment documentation to get you up and running with RAPIDS in AWS, GCP, Azure, IBM and more. Also includes guides for HPC, HPO, Kubernetes, Dask, and more.
-{: .mb-8 }
-
-**<i class="fa-sharp fa-solid fa-database"></i> ETL and Dataframe Processing with [cuDF](https://github.com/rapidsai/cudf){: target="_blank"}**:
- Start with the [10 Minutes to cuDF and Dask-cuDF User Guide](/api/cudf/stable/user_guide/10min/){: target="_blank"}. Modeled after 10 Minutes to Pandas, this is a short introduction to cuDF that is geared mainly for new users. The [cuDF User Guide](/api/cudf/stable/user_guide/index/){: target="_blank"} is generally very extensive and helpful.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-list-tree"></i> Accelerated Machine Learning with [cuML](https://github.com/rapidsai/cuml){: target="_blank"}**:
- Start with the [User Guide](/api/cuml/stable/user_guide/){: target="_blank"} and the [Estimator Intro](https://github.com/rapidsai/cuml/blob/branch-{{ site.data.releases.stable.version }}/docs/source/estimator_intro.ipynb){: target="_blank"}, showcasing basic machine learning for training and evaluating machine learning models in cuML. The [Intro and key concepts for cuML](/api/cuml/stable/cuml_intro/) is helpful as well.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-chart-network"></i> Graph Analytics with [cuGraph](https://github.com/rapidsai/cugraph){: target="_blank"}**:
- Start with the [Easy Path](/api/cugraph/stable/basics/nx_transition/#easy-path-use-networkx-graph-objects-accelerated-algorithms){: target="_blank"} to use NetworkX graph objects with accelerated algorithms. Or, use [nx-cugraph](/api/cugraph/stable/nx_cugraph/nx_cugraph/){: target="_blank"} to use the NetworkX API with a zero code change GPU accelerated backend. There is also a general [cuGraph Introduction](/api/cugraph/stable/basics/cugraph_intro/){: target="_blank"}.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-location-crosshairs"></i> Spatial Analytics with [cuSpatial](https://github.com/rapidsai/cuspatial){: target="_blank"}**:
- Start with the [cuSpatial User Guide](/api/cuspatial/stable/user_guide/cuspatial_api_examples/){: target="_blank"} for an intro to GPU Accelerated Spatial Analytics.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-chart-scatter-bubble"></i> Accelerated Cross Filtered Visualization with [cuxfilter](https://github.com/rapidsai/cuxfilter)**:
- Start with [10 Minutes to Cuxfilter](api/cuxfilter/stable/user_guide/10_minutes_to_cuxfilter/){: target="_blank"} to get an overview of how to quickly create a dashboard. There are also broader examples in the [RAPIDS Visualization Guides](https://github.com/rapidsai/cuxfilter/tree/HEAD/notebooks/RAPIDS%20Visualization%20Guide){: target="_blank"}.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-images"></i> Computer Vision and Analytics with [cuCIM](https://github.com/rapidsai/cucim){: target="_blank"}**:
- Start with the [Welcome Notebook](https://github.com/rapidsai/cucim/blob/branch-{{ site.data.releases.stable.version }}/notebooks/Welcome.ipynb){: target="_blank"} for links to resources guides and a good overview of the project structure.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-file-binary"></i> Algorithms and Primitives for Scientific Computing, Data Science and Machine Learning with [RAFT](https://github.com/rapidsai/raft){: target="_blank"}**:
- Start with the [Quick Start](/api/raft/stable/quick_start/){: target="_blank"} guide for simple Python and C++ examples.
-{: .mb-8 }
-
-
-**<i class="fa-light fa-bolt"></i> Accelerated Apache Spark with [Spark RAPIDS](https://nvidia.github.io/spark-rapids/){: target="_blank"}**:
- Start with [the Examples Repository](https://github.com/NVIDIA/spark-rapids-examples){: target="_blank"} for Spark related utilities and examples using the RAPIDS Accelerator, including ETL, ML/DL, and more. A good [overview](https://nvidia.github.io/spark-rapids/){: target="_blank"} is available on their docs introduction.
-{: .mb-8 }
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From 6853185ce78e3e953dd3600dc5583a01cc737885 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 18:26:26 -0500
Subject: [PATCH 02/22] Use configured AWS credentials for docs assembly

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 70a02030ad7..f88e1af26f3 100644
--- a/Makefile
+++ b/Makefile
@@ -11,7 +11,7 @@ html: clean
 	$(UV) run sphinx-build -E -b dirhtml source _site -W --keep-going -n
 
 assemble:
-	AWS_PROFILE=$(AWS_PROFILE) $(UV) run bash ci/download_from_s3.sh
+	$(UV) run bash ci/download_from_s3.sh
 	$(UV) run bash ci/post-process.sh
 	$(UV) run python scripts/validate_site.py _site --full
 

From 75ced39fa5e35100df60cddc69ccf2b11e4943f0 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 18:33:15 -0500
Subject: [PATCH 03/22] Configure Netlify Sphinx previews

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 netlify.toml | 9 +++++++++
 1 file changed, 9 insertions(+)
 create mode 100644 netlify.toml

diff --git a/netlify.toml b/netlify.toml
new file mode 100644
index 00000000000..2cdde27c056
--- /dev/null
+++ b/netlify.toml
@@ -0,0 +1,9 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+[build]
+command = "python -m pip install uv && uv sync --locked && make html"
+publish = "_site"
+
+[build.environment]
+PYTHON_VERSION = "3.12"

From b9828ac10e040b7c329e68c5661fa6d1385feabd Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 23:41:40 +0000
Subject: [PATCH 04/22] Restore development setup and minimize migration diff

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 .devcontainer/devcontainer.json              | 13 +++++++++++++
 .github/workflows/deploy-cudf-java-docs.yaml | 14 ++++----------
 .github/workflows/deploy.yaml                | 17 +++++------------
 .github/zizmor.yml                           |  3 ++-
 CONTRIBUTING.md                              |  7 +++++--
 Makefile                                     |  2 +-
 README.md                                    |  4 ++--
 ci/check_style.sh                            |  2 +-
 ci/customization/customize_docs_in_folder.sh |  2 +-
 ci/customization/lib_map.sh                  |  2 +-
 ci/update_symlinks.sh                        |  2 +-
 ci/upload_cudf_java_docs.sh                  |  2 +-
 12 files changed, 37 insertions(+), 33 deletions(-)
 create mode 100644 .devcontainer/devcontainer.json

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 00000000000..6663ce8a200
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,13 @@
+// For format details, see https://aka.ms/devcontainer.json.
+{
+	"name": "RAPIDS Docs",
+	"image": "mcr.microsoft.com/devcontainers/python:3.12-bookworm",
+	"forwardPorts": [8000],
+	"portsAttributes": {
+		"8000": {
+			"label": "RAPIDS Docs",
+			"onAutoForward": "openPreview"
+		}
+	},
+	"postCreateCommand": "pipx install uv && uv sync --locked"
+}
diff --git a/.github/workflows/deploy-cudf-java-docs.yaml b/.github/workflows/deploy-cudf-java-docs.yaml
index adaeaa1c5a7..34cd16855fd 100644
--- a/.github/workflows/deploy-cudf-java-docs.yaml
+++ b/.github/workflows/deploy-cudf-java-docs.yaml
@@ -1,5 +1,4 @@
 name: Deploy cudf-java docs
-
 on:
   workflow_dispatch:
     inputs:
@@ -10,20 +9,16 @@ on:
       version:
         description: "Version being released. Format: YY.MM or YY.MM.P e.g 24.08 or 24.08.1"
         required: true
-
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
-
 defaults:
   run:
     shell: bash
-
 permissions:
   id-token: write
   contents: write
   pull-requests: write
-
 jobs:
   deploy-cudf-java-docs:
     runs-on: ubuntu-latest
@@ -32,17 +27,16 @@ jobs:
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
-      - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5.1.1
+      - uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 #v5.1.1
         with:
           role-to-assume: ${{ vars.AWS_ROLE_ARN }}
           aws-region: ${{ vars.AWS_REGION }}
-          role-duration-seconds: 7200
+          role-duration-seconds: 7200 # 2h
       - name: Upload cudf-java docs to S3
         env:
           VERSION: ${{ inputs.version }}
         run: ci/upload_cudf_java_docs.sh "${VERSION}"
-      - name: Update stable value for cudf-java
+      - name: Update stable value for cudf-java in docs.yml and projects-to-versions.json
         env:
           NEW_STABLE_VALUE: ${{ inputs.new_stable_value }}
           VERSION: ${{ inputs.version }}
@@ -57,7 +51,7 @@ jobs:
 
           jq --arg version "$VERSION" '."cudf-java".stable = $version' ci/customization/projects-to-versions.json > tmp.json \
             && mv tmp.json ci/customization/projects-to-versions.json
-          echo "Updated stable version for cudf-java to $VERSION"
+          echo "Updated cudf-java stable version to $VERSION in projects-to-versions.json"
       - name: Create Pull Request
         uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
         with:
diff --git a/.github/workflows/deploy.yaml b/.github/workflows/deploy.yaml
index 66f2ee9b035..77b74aeef26 100644
--- a/.github/workflows/deploy.yaml
+++ b/.github/workflows/deploy.yaml
@@ -1,5 +1,4 @@
 name: Deploy site
-
 on:
   schedule:
     - cron: "0 9 * * *"
@@ -8,26 +7,21 @@ on:
     branches:
       - main
       - "pull-request/[0-9]+"
-
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
-
 defaults:
   run:
     shell: bash
-
 permissions:
   id-token: write
   contents: read
-
 jobs:
   build:
     name: Build (and deploy)
     runs-on: ubuntu-latest
     steps:
-      - name: Checkout
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 0
           persist-credentials: false
@@ -39,21 +33,20 @@ jobs:
         run: uv sync --locked
       - name: Build and validate portal
         run: make check
-      - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5.1.1
+      - uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 #v5.1.1
         with:
           role-to-assume: ${{ vars.AWS_ROLE_ARN }}
           aws-region: ${{ vars.AWS_REGION }}
-          role-duration-seconds: 7200
+          role-duration-seconds: 7200 # 2h
       - name: Assemble complete documentation site
         run: make assemble
       - name: Deploy site
         env:
           NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_API_TOKEN }}
           NETLIFY_SITE_ID: ${{ secrets.NETLIFY_DOCS_SITE_ID }}
+          # TODO: use official netlify-cli pkg after https://github.com/netlify/cli/issues/1809
+          # is resolved and deployed.
         run: |
-          # TODO: use the official netlify-cli package after
-          # https://github.com/netlify/cli/issues/1809 is resolved and deployed.
           npm install --global --force @aschmidt8/netlify-cli
 
           ARGS=""
diff --git a/.github/zizmor.yml b/.github/zizmor.yml
index e5ec29cf9a0..1b6ea1e53ff 100644
--- a/.github/zizmor.yml
+++ b/.github/zizmor.yml
@@ -2,7 +2,8 @@ rules:
   unpinned-uses:
     config:
       policies:
-        # Require SHA-pinning except for RAPIDS-managed reusable actions and workflows.
+        # We require SHA-pinning for all workflows and actions _except_ for those from
+        # rapidsai/shared-workflows and rapidsai/shared-actions
         "rapidsai/shared-workflows/*": any
         "rapidsai/shared-actions/*": any
         "*": hash-pin
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 639ca1c7ce3..6aed90bfbf3 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -9,16 +9,19 @@ the locked development environment:
 uv sync --locked
 ```
 
+Alternatively, open the repository in its development container. The container
+installs uv and the locked environment automatically.
+
 ## Development
 
-Build the portal and serve the rendered site at <http://localhost:8004/>:
+Build the portal and serve the rendered site:
 
 ```shell
 make html
 make serve
 ```
 
-Pass a different port when needed:
+The server uses port 8000 by default. Pass a different port when needed:
 
 ```shell
 make serve PORT=8080
diff --git a/Makefile b/Makefile
index f88e1af26f3..6b5a961159e 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,5 @@
 UV ?= uv
-PORT ?= 8004
+PORT ?= 8000
 AWS_PROFILE ?=
 
 .PHONY: assemble check clean full html lint serve test validate
diff --git a/README.md b/README.md
index 5b486b75bd7..9765208ac63 100644
--- a/README.md
+++ b/README.md
@@ -13,8 +13,8 @@ make html
 make serve
 ```
 
-The rendered portal is written to `_site` and served at
-<http://localhost:8004/> by default.
+The rendered portal is written to `_site`. The server uses port 8000 by default;
+override it with `PORT` (for example, `make serve PORT=8080`).
 
 ## Build the complete site
 
diff --git a/ci/check_style.sh b/ci/check_style.sh
index d635ce8db43..4cd72468c14 100755
--- a/ci/check_style.sh
+++ b/ci/check_style.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/customization/customize_docs_in_folder.sh b/ci/customization/customize_docs_in_folder.sh
index 09c88d5190f..a7456d66957 100755
--- a/ci/customization/customize_docs_in_folder.sh
+++ b/ci/customization/customize_docs_in_folder.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2025, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/customization/lib_map.sh b/ci/customization/lib_map.sh
index 0a6ae9208a1..e0ff6d51dbe 100755
--- a/ci/customization/lib_map.sh
+++ b/ci/customization/lib_map.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/update_symlinks.sh b/ci/update_symlinks.sh
index c2d18d225f1..7940930fcf9 100755
--- a/ci/update_symlinks.sh
+++ b/ci/update_symlinks.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2025, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 
diff --git a/ci/upload_cudf_java_docs.sh b/ci/upload_cudf_java_docs.sh
index a67cc93e02a..5e6e6af7a28 100755
--- a/ci/upload_cudf_java_docs.sh
+++ b/ci/upload_cudf_java_docs.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2024-2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
 # All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 

From 833aeaf0552b2e98387161c0b93d53d5c20d8d80 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 20:25:29 -0500
Subject: [PATCH 05/22] Use Python 3.14 for docs builds

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 .python-version | 2 +-
 netlify.toml    | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.python-version b/.python-version
index e4fba218358..6324d401a06 100644
--- a/.python-version
+++ b/.python-version
@@ -1 +1 @@
-3.12
+3.14
diff --git a/netlify.toml b/netlify.toml
index 2cdde27c056..e62aff529bf 100644
--- a/netlify.toml
+++ b/netlify.toml
@@ -6,4 +6,4 @@ command = "python -m pip install uv && uv sync --locked && make html"
 publish = "_site"
 
 [build.environment]
-PYTHON_VERSION = "3.12"
+PYTHON_VERSION = "3.14"

From 0df55efde8d73ed45adefdf9fb63667771be0cb9 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Tue, 7 Jul 2026 01:28:20 +0000
Subject: [PATCH 06/22] Use Python 3.14 for development

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 .devcontainer/devcontainer.json | 2 +-
 .python-version                 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 6663ce8a200..4c86a5e063a 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -1,7 +1,7 @@
 // For format details, see https://aka.ms/devcontainer.json.
 {
 	"name": "RAPIDS Docs",
-	"image": "mcr.microsoft.com/devcontainers/python:3.12-bookworm",
+	"image": "mcr.microsoft.com/devcontainers/python:3.14-bookworm",
 	"forwardPorts": [8000],
 	"portsAttributes": {
 		"8000": {
diff --git a/.python-version b/.python-version
index e4fba218358..6324d401a06 100644
--- a/.python-version
+++ b/.python-version
@@ -1 +1 @@
-3.12
+3.14

From 0531a348d6dbda80660e19964a87e2692a6ef7c2 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 20:33:39 -0500
Subject: [PATCH 07/22] Build complete site in pull request CI

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 .github/workflows/pr.yaml | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 105e81bb23f..61b61c21ff2 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -23,6 +23,9 @@ jobs:
 
   docs:
     runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      id-token: write
     steps:
       - name: Checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -36,3 +39,11 @@ jobs:
         run: uv sync --locked
       - name: Build and validate portal
         run: make check
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5.1.1
+        with:
+          role-to-assume: ${{ vars.AWS_ROLE_ARN }}
+          aws-region: ${{ vars.AWS_REGION }}
+          role-duration-seconds: 7200
+      - name: Assemble and validate complete documentation site
+        run: make assemble

From b4bde80a531f6c49b34bca752c09a4a1e3141098 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Tue, 7 Jul 2026 01:44:22 +0000
Subject: [PATCH 08/22] Keep portal content at repository root

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 .github/workflows/deploy-cudf-java-docs.yaml  |    4 +-
 .pre-commit-config.yaml                       |   16 +-
 source/404.md => 404.md                       |    0
 Makefile                                      |    6 +-
 README.md                                     |    5 +-
 {source/_data => _data}/docs.yml              |    2 +-
 {source/_data => _data}/platform_support.yml  |    0
 .../_data => _data}/previous_releases.json    |    0
 {source/_data => _data}/releases.json         |    0
 {source/_includes => _includes}/bokeh.html    |    0
 .../_includes => _includes}/datashader.html   |    0
 .../_includes => _includes}/holoviews.html    |    0
 {source/_includes => _includes}/hvplot.html   |    0
 {source/_includes => _includes}/plotly.html   |    0
 {source/_includes => _includes}/seaborn.html  |    0
 {source/_includes => _includes}/selector.html |    0
 .../viz-cdn-js-css.html                       |    0
 source/_redirects => _redirects               |    0
 source/api.md => api.md                       |    0
 {source/assets => assets}/css/custom.css      |    0
 .../assets => assets}/css/custom_nvidia.css   |    0
 .../assets => assets}/css/just-the-docs.css   |   24 +-
 .../bar_cudf_0.json                           |    0
 .../bar_cudf_1.json                           |    0
 .../bar_cudf_2.json                           |    0
 .../bar_pandas_0.json                         |    0
 .../bar_pandas_1.json                         |    0
 .../bar_pandas_2.json                         |    0
 .../line_cudf_0.json                          |    0
 .../line_cudf_1.json                          |    0
 .../line_cudf_2.json                          |    0
 .../line_pandas_0.json                        |    0
 .../line_pandas_1.json                        |    0
 .../line_pandas_2.json                        |    0
 .../points_cudf_0.json                        |    0
 .../points_cudf_1.json                        |    0
 .../points_cudf_2.json                        |    0
 .../points_pandas_0.json                      |    0
 .../points_pandas_1.json                      |    0
 .../points_pandas_2.json                      |    0
 .../line_cudf_0.json                          |    0
 .../line_cudf_1.json                          |    0
 .../line_cudf_2.json                          |    0
 .../line_pandas_0.json                        |    0
 .../line_pandas_1.json                        |    0
 .../line_pandas_2.json                        |    0
 .../points_cudf_0.json                        |    0
 .../points_cudf_1.json                        |    0
 .../points_cudf_2.json                        |    0
 .../points_pandas_0.json                      |    0
 .../points_pandas_1.json                      |    0
 .../points_pandas_2.json                      |    0
 .../bar_cudf_0.json                           |    0
 .../bar_cudf_1.json                           |    0
 .../bar_cudf_2.json                           |    0
 .../bar_pandas_0.json                         |    0
 .../bar_pandas_1.json                         |    0
 .../bar_pandas_2.json                         |    0
 .../line_cudf_0.json                          |    0
 .../line_cudf_1.json                          |    0
 .../line_cudf_2.json                          |    0
 .../line_pandas_0.json                        |    0
 .../line_pandas_1.json                        |    0
 .../line_pandas_2.json                        |    0
 .../points_cudf_0.json                        |    0
 .../points_cudf_1.json                        |    0
 .../points_cudf_2.json                        |    0
 .../points_pandas_0.json                      |    0
 .../points_pandas_1.json                      |    0
 .../points_pandas_2.json                      |    0
 .../bar_cudf_0.json                           |    0
 .../bar_cudf_1.json                           |    0
 .../bar_cudf_2.json                           |    0
 .../bar_pandas_0.json                         |    0
 .../bar_pandas_1.json                         |    0
 .../bar_pandas_2.json                         |    0
 .../line_cudf_0.json                          |    0
 .../line_cudf_1.json                          |    0
 .../line_cudf_2.json                          |    0
 .../line_pandas_0.json                        |    0
 .../line_pandas_1.json                        |    0
 .../line_pandas_2.json                        |    0
 .../points_cudf_0.json                        |    0
 .../points_cudf_1.json                        |    0
 .../points_cudf_2.json                        |    0
 .../points_pandas_0.json                      |    0
 .../points_pandas_1.json                      |    0
 .../points_pandas_2.json                      |    0
 .../bar_cudf_0.json                           |    0
 .../bar_cudf_1.json                           |    0
 .../bar_cudf_2.json                           |    0
 .../bar_pandas_0.json                         |    0
 .../bar_pandas_1.json                         |    0
 .../bar_pandas_2.json                         |    0
 .../line_cudf_0.json                          |    0
 .../line_cudf_1.json                          |    0
 .../line_cudf_2.json                          |    0
 .../line_pandas_0.json                        |    0
 .../line_pandas_1.json                        |    0
 .../line_pandas_2.json                        |    0
 .../points_cudf_0.json                        |    0
 .../points_cudf_1.json                        |    0
 .../points_cudf_2.json                        |    0
 .../points_pandas_0.json                      |    0
 .../points_pandas_1.json                      |    0
 .../points_pandas_2.json                      |    0
 .../bar_cudf_0.json                           |    0
 .../bar_cudf_1.json                           |    0
 .../bar_cudf_2.json                           |    0
 .../bar_pandas_0.json                         |    0
 .../bar_pandas_1.json                         |    0
 .../bar_pandas_2.json                         |    0
 .../line_cudf_0.json                          |    0
 .../line_cudf_1.json                          |    0
 .../line_cudf_2.json                          |    0
 .../line_pandas_0.json                        |    0
 .../line_pandas_1.json                        |    0
 .../line_pandas_2.json                        |    0
 .../points_cudf_0.json                        |    0
 .../points_cudf_1.json                        |    0
 .../points_cudf_2.json                        |    0
 .../points_pandas_0.json                      |    0
 .../points_pandas_1.json                      |    0
 .../points_pandas_2.json                      |    0
 .../assets => assets}/images/bokeh-logo.svg   |    0
 .../images/clifford_interact.png              |  Bin
 .../images/cuxfilter-demo.gif                 |  Bin
 .../images/datashader-census-rapids.png       |  Bin
 .../images/datashader-logo.png                |  Bin
 .../images/downloads-github.png               |  Bin
 .../assets => assets}/images/downloads.png    |  Bin
 .../assets => assets}/images/gapminders.png   |  Bin
 {source/assets => assets}/images/heatmap.png  |  Bin
 .../images/hexagon-layer.jpg                  |  Bin
 .../images/hexbin_marginals.png               |  Bin
 .../images/holoviews-logo.png                 |  Bin
 .../assets => assets}/images/hvplot-logo.png  |  Bin
 .../images/label-checker/correct.png          |  Bin
 .../images/label-checker/do_not_merge.png     |  Bin
 .../images/label-checker/many_breaking.png    |  Bin
 .../images/label-checker/many_cat.png         |  Bin
 .../images/label-checker/missing_breaking.png |  Bin
 .../images/label-checker/missing_cat.png      |  Bin
 .../label-checker/missing_cat_breaking.png    |  Bin
 .../images/latex_blackbody_radiation.png      |  Bin
 .../images/nightly_pipeline.png               |  Bin
 .../images/nodeRAPIDS-streaming.png           |  Bin
 .../assets => assets}/images/nytaxi_hover.gif |  Bin
 .../assets => assets}/images/panel-logo.png   |  Bin
 .../assets => assets}/images/plotly-dash.png  |  Bin
 .../assets => assets}/images/plotly-logo.png  |  Bin
 .../assets => assets}/images/pyDeck-logo.svg  |    0
 .../assets => assets}/images/rapids_logo.png  |  Bin
 .../images/reproducing-ci/container.png       |  Bin
 .../images/reproducing-ci/prompts.png         |  Bin
 assets/images/seaborn-logo.svg                | 5216 +++++++++++++++++
 .../images/telemetry/calculate_field.png      |  Bin
 .../field_type_and_value_options.png          |  Bin
 .../images/telemetry/filter_by_values.png     |  Bin
 .../telemetry/filter_by_values_with_var.png   |  Bin
 .../telemetry/grafana_variable_definition.png |  Bin
 .../images/telemetry/mermaid-workflow.md      |    0
 .../images/telemetry/mermaid-workflow.png     |  Bin
 .../images/telemetry/panel_query.png          |  Bin
 .../assets => assets}/images/workflow-ui.png  |  Bin
 {source/assets => assets}/js/custom.js        |    0
 {source/assets => assets}/js/just-the-docs.js |    0
 {source/assets => assets}/js/search-data.json |    0
 .../assets => assets}/js/vendor/lunr.min.js   |    0
 ci/customization/customize_doc.py             |    4 +-
 ci/generate-projects-to-versions.py           |   12 +-
 {source/contributing => contributing}/code.md |    0
 .../contributing => contributing}/index.md    |    0
 .../contributing => contributing}/issues.md   |    0
 {source/contributing => contributing}/prs.md  |    0
 extensions/rapids_docs.py                     |   23 +-
 source/index.md => index.md                   |    0
 {source/install => install}/index.md          |    0
 {source/licenses => licenses}/CubinLinker.txt |   20 +-
 .../cugraph-ops-EULA.txt                      |  762 +--
 .../maintainers => maintainers}/datasets.md   |    0
 .../forward-merger.md                         |    0
 {source/maintainers => maintainers}/index.md  |    0
 {source/notices => notices}/index.md          |    0
 {source/notices => notices}/rdn/index.md      |    0
 {source/notices => notices}/rdn0001.md        |    0
 {source/notices => notices}/rdn0002.md        |    0
 {source/notices => notices}/rdn0003.md        |    0
 {source/notices => notices}/rgn/index.md      |    0
 {source/notices => notices}/rgn0001.md        |    0
 {source/notices => notices}/rgn0002.md        |    0
 {source/notices => notices}/rgn0003.md        |    0
 {source/notices => notices}/rgn0004.md        |    0
 {source/notices => notices}/rgn0005.md        |    0
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 {source/notices => notices}/rgn0007.md        |    0
 {source/notices => notices}/rgn0008.md        |    0
 {source/notices => notices}/rgn0009.md        |    0
 {source/notices => notices}/rgn0010.md        |    0
 {source/notices => notices}/rgn0011.md        |    0
 {source/notices => notices}/rgn0012.md        |    0
 {source/notices => notices}/rgn0013.md        |    0
 {source/notices => notices}/rgn0014.md        |    0
 {source/notices => notices}/rgn0015.md        |    0
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 {source/notices => notices}/rgn0018.md        |    0
 {source/notices => notices}/rgn0019.md        |    0
 {source/notices => notices}/rgn0020.md        |    0
 {source/notices => notices}/rgn0021.md        |    0
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 {source/notices => notices}/rgn0023.md        |    0
 {source/notices => notices}/rgn0024.md        |    0
 {source/notices => notices}/rgn0025.md        |    0
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 {source/notices => notices}/rgn0027.md        |    0
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 {source/notices => notices}/rgn0029.md        |    0
 {source/notices => notices}/rgn0030.md        |    0
 {source/notices => notices}/rsn/index.md      |    0
 {source/notices => notices}/rsn0001.md        |    0
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 {source/notices => notices}/rsn0019.md        |    0
 {source/notices => notices}/rsn0020.md        |    0
 {source/notices => notices}/rsn0021.md        |    0
 {source/notices => notices}/rsn0022.md        |    0
 {source/notices => notices}/rsn0023.md        |    0
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 {source/notices => notices}/rsn0025.md        |    0
 {source/notices => notices}/rsn0026.md        |    0
 {source/notices => notices}/rsn0027.md        |    0
 {source/notices => notices}/rsn0028.md        |    0
 {source/notices => notices}/rsn0029.md        |    0
 {source/notices => notices}/rsn0030.md        |    0
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 {source/notices => notices}/rsn0032.md        |    0
 {source/notices => notices}/rsn0033.md        |    0
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 {source/notices => notices}/rsn0035.md        |    0
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 {source/notices => notices}/rsn0061.md        |    0
 .../index.md                                  |    0
 {source/releases => releases}/hotfix.md       |    0
 {source/releases => releases}/index.md        |    0
 {source/releases => releases}/process.md      |    0
 {source/releases => releases}/schedule.md     |    0
 .../resources => resources}/auto-merger.md    |    0
 .../burn-down-guide.md                        |    0
 {source/resources => resources}/changelog.md  |    0
 {source/resources => resources}/conduct.md    |    0
 .../resources => resources}/github-actions.md |    0
 {source/resources => resources}/index.md      |    0
 .../resources => resources}/label-checker.md  |    0
 .../resources => resources}/merge-barriers.md |    0
 .../recently-updated.md                       |    0
 .../resources => resources}/reproducing-ci.md |    0
 {source/resources => resources}/telemetry.md  |    0
 {source/resources => resources}/versions.md   |    0
 scripts/migrate_from_jekyll.py                |    2 +-
 scripts/validate_site.py                      |    2 +-
 source/SECURITY.md                            |   44 -
 source/assets/images/seaborn-logo.svg         | 5216 -----------------
 {source => sphinx}/_static/css/custom.css     |    0
 .../_static/js/portal-analytics.js            |    0
 {source => sphinx}/_templates/layout.html     |    0
 {source => sphinx}/conf.py                    |   18 +-
 tests/test_rendering.py                       |   11 +-
 {source/user-guide => user-guide}/index.md    |    0
 .../visualization => visualization}/index.md  |    0
 309 files changed, 5692 insertions(+), 5695 deletions(-)
 rename source/404.md => 404.md (100%)
 rename {source/_data => _data}/docs.yml (99%)
 rename {source/_data => _data}/platform_support.yml (100%)
 rename {source/_data => _data}/previous_releases.json (100%)
 rename {source/_data => _data}/releases.json (100%)
 rename {source/_includes => _includes}/bokeh.html (100%)
 rename {source/_includes => _includes}/datashader.html (100%)
 rename {source/_includes => _includes}/holoviews.html (100%)
 rename {source/_includes => _includes}/hvplot.html (100%)
 rename {source/_includes => _includes}/plotly.html (100%)
 rename {source/_includes => _includes}/seaborn.html (100%)
 rename {source/_includes => _includes}/selector.html (100%)
 rename {source/_includes => _includes}/viz-cdn-js-css.html (100%)
 rename source/_redirects => _redirects (100%)
 rename source/api.md => api.md (100%)
 rename {source/assets => assets}/css/custom.css (100%)
 rename {source/assets => assets}/css/custom_nvidia.css (100%)
 rename {source/assets => assets}/css/just-the-docs.css (99%)
 rename {source/assets => assets}/data/bokeh-JSON_362df7191b614a1bb145178166a0e20e/bar_cudf_0.json (100%)
 rename {source/assets => assets}/data/bokeh-JSON_362df7191b614a1bb145178166a0e20e/bar_cudf_1.json (100%)
 rename {source/assets => assets}/data/bokeh-JSON_362df7191b614a1bb145178166a0e20e/bar_cudf_2.json (100%)
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 rename {source/resources => resources}/auto-merger.md (100%)
 rename {source/resources => resources}/burn-down-guide.md (100%)
 rename {source/resources => resources}/changelog.md (100%)
 rename {source/resources => resources}/conduct.md (100%)
 rename {source/resources => resources}/github-actions.md (100%)
 rename {source/resources => resources}/index.md (100%)
 rename {source/resources => resources}/label-checker.md (100%)
 rename {source/resources => resources}/merge-barriers.md (100%)
 rename {source/resources => resources}/recently-updated.md (100%)
 rename {source/resources => resources}/reproducing-ci.md (100%)
 rename {source/resources => resources}/telemetry.md (100%)
 rename {source/resources => resources}/versions.md (100%)
 delete mode 100644 source/SECURITY.md
 delete mode 100644 source/assets/images/seaborn-logo.svg
 rename {source => sphinx}/_static/css/custom.css (100%)
 rename {source => sphinx}/_static/js/portal-analytics.js (100%)
 rename {source => sphinx}/_templates/layout.html (100%)
 rename {source => sphinx}/conf.py (87%)
 rename {source/user-guide => user-guide}/index.md (100%)
 rename {source/visualization => visualization}/index.md (100%)

diff --git a/.github/workflows/deploy-cudf-java-docs.yaml b/.github/workflows/deploy-cudf-java-docs.yaml
index 34cd16855fd..287fb0e5453 100644
--- a/.github/workflows/deploy-cudf-java-docs.yaml
+++ b/.github/workflows/deploy-cudf-java-docs.yaml
@@ -46,8 +46,8 @@ jobs:
             exit 1
           fi
 
-          sed -i '/cudf-java:/,/stable:/s/stable: .*/stable: '"$NEW_STABLE_VALUE"'/' source/_data/docs.yml
-          echo "Updated stable value for cudf-java to $NEW_STABLE_VALUE in source/_data/docs.yml"
+          sed -i '/cudf-java:/,/stable:/s/stable: .*/stable: '"$NEW_STABLE_VALUE"'/' _data/docs.yml
+          echo "Updated stable value for cudf-java to $NEW_STABLE_VALUE in _data/docs.yml"
 
           jq --arg version "$VERSION" '."cudf-java".stable = $version' ci/customization/projects-to-versions.json > tmp.json \
             && mv tmp.json ci/customization/projects-to-versions.json
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a5adf03e5fa..da79750707c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -15,14 +15,14 @@ repos:
       - id: trailing-whitespace
         exclude: |
           (?x)^(
-            source/assets/.*|
-            source/licenses/.*
+            assets/.*|
+            licenses/.*
           )
       - id: end-of-file-fixer
         exclude: |
           (?x)^(
-            source/assets/.*|
-            source/licenses/.*
+            assets/.*|
+            licenses/.*
           )
       - id: mixed-line-ending
       - id: debug-statements
@@ -31,7 +31,7 @@ repos:
       - id: check-json
         exclude: |
           (?x)^(
-            source/assets/.*|
+            assets/.*|
             .devcontainer/devcontainer.json
           )
       - id: check-yaml
@@ -50,8 +50,8 @@ repos:
       - id: fix-smartquotes
         exclude: |
           (?x)^(
-            source/assets/.*|
-            source/licenses/.*
+            assets/.*|
+            licenses/.*
           )
   - repo: https://github.com/codespell-project/codespell
     rev: v2.4.2
@@ -60,7 +60,7 @@ repos:
         types: [markdown]
         exclude: |
           (?x)^(
-            source/resources/conduct\.md
+            resources/conduct\.md
           )$
   - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.15.9
diff --git a/source/404.md b/404.md
similarity index 100%
rename from source/404.md
rename to 404.md
diff --git a/Makefile b/Makefile
index 6b5a961159e..1fb878533cc 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ clean:
 	rm -rf _site
 
 html: clean
-	$(UV) run sphinx-build -E -b dirhtml source _site -W --keep-going -n
+	$(UV) run sphinx-build -E -b dirhtml -c sphinx . _site -W --keep-going -n
 
 assemble:
 	$(UV) run bash ci/download_from_s3.sh
@@ -18,8 +18,8 @@ assemble:
 full: html assemble
 
 lint:
-	$(UV) run ruff check ci extensions scripts source/conf.py tests
-	$(UV) run ruff format --check ci extensions scripts source/conf.py tests
+	$(UV) run ruff check ci extensions scripts sphinx/conf.py tests
+	$(UV) run ruff format --check ci extensions scripts sphinx/conf.py tests
 
 test:
 	$(UV) run pytest
diff --git a/README.md b/README.md
index 9765208ac63..ed8f6f6c0b5 100644
--- a/README.md
+++ b/README.md
@@ -46,8 +46,9 @@ production site.
 
 ## Repository layout
 
-- `source/` contains the portal content, Sphinx configuration, static assets,
-  and data files.
+- Portal content, data, includes, and assets retain their established paths at
+  the repository root.
+- `sphinx/` contains the Sphinx configuration, templates, and theme overrides.
 - `extensions/` contains the portal's data-rendering and publication extension.
 - `ci/` downloads and post-processes versioned API and deployment documentation.
 - `scripts/` and `tests/` validate rendered routes, content, and publication
diff --git a/source/_data/docs.yml b/_data/docs.yml
similarity index 99%
rename from source/_data/docs.yml
rename to _data/docs.yml
index 4e11f9e83e7..939c48953e9 100644
--- a/source/_data/docs.yml
+++ b/_data/docs.yml
@@ -152,7 +152,7 @@ apis:
     cllink: https://github.com/rapidsai/ucxx/blob/main/CHANGELOG.md
     versions:
       # enable or disable links; 0 = disabled, 1 = enabled
-      # TODO: enable 'legacy' once ucxx legacy version moves to 0.46 in `source/_data/releases.json`
+      # TODO: enable 'legacy' once ucxx legacy version moves to 0.46 in `_data/releases.json`
       legacy: 0
       stable: 1
       nightly: 1
diff --git a/source/_data/platform_support.yml b/_data/platform_support.yml
similarity index 100%
rename from source/_data/platform_support.yml
rename to _data/platform_support.yml
diff --git a/source/_data/previous_releases.json b/_data/previous_releases.json
similarity index 100%
rename from source/_data/previous_releases.json
rename to _data/previous_releases.json
diff --git a/source/_data/releases.json b/_data/releases.json
similarity index 100%
rename from source/_data/releases.json
rename to _data/releases.json
diff --git a/source/_includes/bokeh.html b/_includes/bokeh.html
similarity index 100%
rename from source/_includes/bokeh.html
rename to _includes/bokeh.html
diff --git a/source/_includes/datashader.html b/_includes/datashader.html
similarity index 100%
rename from source/_includes/datashader.html
rename to _includes/datashader.html
diff --git a/source/_includes/holoviews.html b/_includes/holoviews.html
similarity index 100%
rename from source/_includes/holoviews.html
rename to _includes/holoviews.html
diff --git a/source/_includes/hvplot.html b/_includes/hvplot.html
similarity index 100%
rename from source/_includes/hvplot.html
rename to _includes/hvplot.html
diff --git a/source/_includes/plotly.html b/_includes/plotly.html
similarity index 100%
rename from source/_includes/plotly.html
rename to _includes/plotly.html
diff --git a/source/_includes/seaborn.html b/_includes/seaborn.html
similarity index 100%
rename from source/_includes/seaborn.html
rename to _includes/seaborn.html
diff --git a/source/_includes/selector.html b/_includes/selector.html
similarity index 100%
rename from source/_includes/selector.html
rename to _includes/selector.html
diff --git a/source/_includes/viz-cdn-js-css.html b/_includes/viz-cdn-js-css.html
similarity index 100%
rename from source/_includes/viz-cdn-js-css.html
rename to _includes/viz-cdn-js-css.html
diff --git a/source/_redirects b/_redirects
similarity index 100%
rename from source/_redirects
rename to _redirects
diff --git a/source/api.md b/api.md
similarity index 100%
rename from source/api.md
rename to api.md
diff --git a/source/assets/css/custom.css b/assets/css/custom.css
similarity index 100%
rename from source/assets/css/custom.css
rename to assets/css/custom.css
diff --git a/source/assets/css/custom_nvidia.css b/assets/css/custom_nvidia.css
similarity index 100%
rename from source/assets/css/custom_nvidia.css
rename to assets/css/custom_nvidia.css
diff --git a/source/assets/css/just-the-docs.css b/assets/css/just-the-docs.css
similarity index 99%
rename from source/assets/css/just-the-docs.css
rename to assets/css/just-the-docs.css
index 963c2a11dd8..4552695c860 100644
--- a/source/assets/css/just-the-docs.css
+++ b/assets/css/just-the-docs.css
@@ -2,7 +2,7 @@
 /* SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION & AFFILIATES.
  * All rights reserved.
  * SPDX-License-Identifier: Apache-2.0 */
-
+ 
 /*! normalize.scss v0.1.0 | MIT License | based on git.io/normalize */
 /**
  * 1. Set default font family to sans-serif.
@@ -994,7 +994,7 @@ li .highlight {
       @media (min-width: 50rem) {
         .search {
           margin-bottom: 0; } }
-
+    
     .search-input-wrap {
       display: flex;
       height: 100%;
@@ -1011,7 +1011,7 @@ li .highlight {
           background-color: #fff;
           border-radius: 0;
           box-shadow: none; } }
-
+    
     .search-input {
       align-self: center;
       width: 100%;
@@ -1039,13 +1039,13 @@ li .highlight {
       @media (min-width: 50rem) and (min-width: 31.25rem) {
         .search-input {
           font-size: 14px !important; } }
-
+    
     .search-icon {
       align-self: center;
       margin-right: 0.5rem;
       fill: #959396;
       order: 1; }
-
+    
     .search-results-wrap {
       position: absolute;
       z-index: 100;
@@ -1059,7 +1059,7 @@ li .highlight {
       @media (min-width: 50rem) {
         .search-results-wrap {
           width: 500px; } }
-
+    
     .search-results-list {
       padding-left: 0;
       margin-top: 0.25rem;
@@ -1075,11 +1075,11 @@ li .highlight {
       @media (min-width: 50rem) and (min-width: 31.25rem) {
         .search-results-list {
           font-size: 14px !important; } }
-
+    
     .search-results-list-item {
       padding: 0;
       margin: 0; }
-
+    
     .search-result {
       display: block;
       padding-top: 0.25rem;
@@ -1092,7 +1092,7 @@ li .highlight {
         .search-result {
           padding-right: 1rem;
           padding-left: 1rem; } }
-
+    
     .search-result-title {
       display: block;
       padding-top: 0.5rem;
@@ -1104,7 +1104,7 @@ li .highlight {
           width: 40%;
           word-wrap: break-word;
           vertical-align: top; } }
-
+    
     .search-result-rel-url {
       display: block;
       overflow: hidden;
@@ -1115,7 +1115,7 @@ li .highlight {
       @media (min-width: 31.25rem) {
         .search-result-rel-url {
           font-size: 10px !important; } }
-
+    
     .search-result-preview {
       display: block;
       padding-top: 0.5rem;
@@ -1133,7 +1133,7 @@ li .highlight {
           display: inline-block;
           width: 60%;
           vertical-align: top; } }
-
+    
     .search-result-highlight {
       font-weight: bold;
       color: #7253ed; }
diff --git a/source/assets/data/bokeh-JSON_362df7191b614a1bb145178166a0e20e/bar_cudf_0.json b/assets/data/bokeh-JSON_362df7191b614a1bb145178166a0e20e/bar_cudf_0.json
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rename to assets/data/bokeh-JSON_362df7191b614a1bb145178166a0e20e/bar_cudf_0.json
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rename from source/assets/images/telemetry/calculate_field.png
rename to assets/images/telemetry/calculate_field.png
diff --git a/source/assets/images/telemetry/field_type_and_value_options.png b/assets/images/telemetry/field_type_and_value_options.png
similarity index 100%
rename from source/assets/images/telemetry/field_type_and_value_options.png
rename to assets/images/telemetry/field_type_and_value_options.png
diff --git a/source/assets/images/telemetry/filter_by_values.png b/assets/images/telemetry/filter_by_values.png
similarity index 100%
rename from source/assets/images/telemetry/filter_by_values.png
rename to assets/images/telemetry/filter_by_values.png
diff --git a/source/assets/images/telemetry/filter_by_values_with_var.png b/assets/images/telemetry/filter_by_values_with_var.png
similarity index 100%
rename from source/assets/images/telemetry/filter_by_values_with_var.png
rename to assets/images/telemetry/filter_by_values_with_var.png
diff --git a/source/assets/images/telemetry/grafana_variable_definition.png b/assets/images/telemetry/grafana_variable_definition.png
similarity index 100%
rename from source/assets/images/telemetry/grafana_variable_definition.png
rename to assets/images/telemetry/grafana_variable_definition.png
diff --git a/source/assets/images/telemetry/mermaid-workflow.md b/assets/images/telemetry/mermaid-workflow.md
similarity index 100%
rename from source/assets/images/telemetry/mermaid-workflow.md
rename to assets/images/telemetry/mermaid-workflow.md
diff --git a/source/assets/images/telemetry/mermaid-workflow.png b/assets/images/telemetry/mermaid-workflow.png
similarity index 100%
rename from source/assets/images/telemetry/mermaid-workflow.png
rename to assets/images/telemetry/mermaid-workflow.png
diff --git a/source/assets/images/telemetry/panel_query.png b/assets/images/telemetry/panel_query.png
similarity index 100%
rename from source/assets/images/telemetry/panel_query.png
rename to assets/images/telemetry/panel_query.png
diff --git a/source/assets/images/workflow-ui.png b/assets/images/workflow-ui.png
similarity index 100%
rename from source/assets/images/workflow-ui.png
rename to assets/images/workflow-ui.png
diff --git a/source/assets/js/custom.js b/assets/js/custom.js
similarity index 100%
rename from source/assets/js/custom.js
rename to assets/js/custom.js
diff --git a/source/assets/js/just-the-docs.js b/assets/js/just-the-docs.js
similarity index 100%
rename from source/assets/js/just-the-docs.js
rename to assets/js/just-the-docs.js
diff --git a/source/assets/js/search-data.json b/assets/js/search-data.json
similarity index 100%
rename from source/assets/js/search-data.json
rename to assets/js/search-data.json
diff --git a/source/assets/js/vendor/lunr.min.js b/assets/js/vendor/lunr.min.js
similarity index 100%
rename from source/assets/js/vendor/lunr.min.js
rename to assets/js/vendor/lunr.min.js
diff --git a/ci/customization/customize_doc.py b/ci/customization/customize_doc.py
index bddbe382e6f..d610d2f6333 100644
--- a/ci/customization/customize_doc.py
+++ b/ci/customization/customize_doc.py
@@ -448,9 +448,7 @@ def main(
     MANIFEST_FILEPATH = sys.argv[1]
     PROJECT_TO_VERSIONS_PATH = sys.argv[2]
     LIB_MAP_PATH = os.path.join(os.path.dirname(__file__), "lib_map.json")
-    DOCS_YML_PATH = os.path.join(
-        os.path.dirname(__file__), "..", "..", "source", "_data", "docs.yml"
-    )
+    DOCS_YML_PATH = os.path.join(os.path.dirname(__file__), "..", "..", "_data", "docs.yml")
 
     # read in config files (doing this here so it only happens once)
     with open(LIB_MAP_PATH) as fp:
diff --git a/ci/generate-projects-to-versions.py b/ci/generate-projects-to-versions.py
index 4078ee48207..3a89a634857 100755
--- a/ci/generate-projects-to-versions.py
+++ b/ci/generate-projects-to-versions.py
@@ -11,12 +11,12 @@
 #   * what types of docs to host ('legacy', 'nightly', 'stable', etc.)
 #   * what versions to map to those types
 #
-# The libraries that should be copied are read from "source/_data/docs.yml".
+# The libraries that should be copied are read from "_data/docs.yml".
 #
 # The versions that should be copied are read from a mix of sources:
 #
-#   - active projects: "source/_data/releases.json"
-#   - inactive projects: 'version-overrides' field in entries in "source/_data/docs.yml"
+#   - active projects: "_data/releases.json"
+#   - inactive projects: 'version-overrides' field in entries in "_data/docs.yml"
 #
 # Produces a JSON mapping of the form:
 #
@@ -28,7 +28,7 @@
 #          },
 #      }
 #
-# With keys omitted based on configuration in source/_data/docs.yml.
+# With keys omitted based on configuration in _data/docs.yml.
 #
 # e.g. if a project has 'stable: 0' in that file, it will not have a '{project}.stable'
 # key in the mapping produced by this script.
@@ -39,10 +39,10 @@
 
 import yaml
 
-with open("source/_data/docs.yml") as f:
+with open("_data/docs.yml") as f:
     DOCS_YML_DICT = yaml.safe_load(f)
 
-with open("source/_data/releases.json") as f:
+with open("_data/releases.json") as f:
     RELEASES_JSON_DICT = json.load(f)
 
 # using OrderedDict minimizes churn in the output as projects are added and removed
diff --git a/source/contributing/code.md b/contributing/code.md
similarity index 100%
rename from source/contributing/code.md
rename to contributing/code.md
diff --git a/source/contributing/index.md b/contributing/index.md
similarity index 100%
rename from source/contributing/index.md
rename to contributing/index.md
diff --git a/source/contributing/issues.md b/contributing/issues.md
similarity index 100%
rename from source/contributing/issues.md
rename to contributing/issues.md
diff --git a/source/contributing/prs.md b/contributing/prs.md
similarity index 100%
rename from source/contributing/prs.md
rename to contributing/prs.md
diff --git a/extensions/rapids_docs.py b/extensions/rapids_docs.py
index 0436e14df11..cca50178c18 100644
--- a/extensions/rapids_docs.py
+++ b/extensions/rapids_docs.py
@@ -8,6 +8,7 @@
 import email.utils
 import html
 import json
+import re
 import shutil
 from datetime import UTC, datetime
 from pathlib import Path
@@ -406,11 +407,31 @@ def _notice_header(metadata: dict) -> str:
     )
 
 
+_GITHUB_ALERT_RE = re.compile(
+    r"^> \[!(NOTE|TIP|IMPORTANT|WARNING|CAUTION)\]\n((?:>.*(?:\n|$))*)",
+    re.MULTILINE,
+)
+
+
+def _convert_github_alerts(text: str) -> str:
+    """Convert GitHub alerts to MyST admonitions for the rendered portal."""
+
+    def replace(match: re.Match) -> str:
+        body = "\n".join(
+            line.removeprefix("> ").removeprefix(">") for line in match.group(2).splitlines()
+        )
+        return f"```{{{match.group(1).lower()}}}\n{body}\n```\n"
+
+    return _GITHUB_ALERT_RE.sub(replace, text)
+
+
 def _source_read(app, docname: str, source: list[str]) -> None:
     raw = source[0]
     if docname.startswith("notices/") and Path(docname).name[:3] in {"rdn", "rgn", "rsn"}:
         post = frontmatter.loads(raw)
         raw = _notice_header(post.metadata) + post.content
+    elif docname == "SECURITY":
+        raw = "---\norphan: true\n---\n\n" + _convert_github_alerts(raw)
     template = app.rapids_portal_jinja.from_string(raw)
     source[0] = template.render(_context(app))
 
@@ -483,7 +504,7 @@ def _copy_portal_files(app, exception) -> None:
             dirs_exist_ok=True,
         )
     for filename in ("LICENSE", "SECURITY.md"):
-        shutil.copy2(source_dir.parent / filename, output_dir / filename)
+        shutil.copy2(source_dir / filename, output_dir / filename)
 
     # ``dirhtml`` correctly creates pretty URLs everywhere except the hosting
     # platform's required top-level error document. sphinx-notfound-page has
diff --git a/source/index.md b/index.md
similarity index 100%
rename from source/index.md
rename to index.md
diff --git a/source/install/index.md b/install/index.md
similarity index 100%
rename from source/install/index.md
rename to install/index.md
diff --git a/source/licenses/CubinLinker.txt b/licenses/CubinLinker.txt
similarity index 96%
rename from source/licenses/CubinLinker.txt
rename to licenses/CubinLinker.txt
index bdd11f61ef6..fe5abbb7d0d 100644
--- a/source/licenses/CubinLinker.txt
+++ b/licenses/CubinLinker.txt
@@ -7,11 +7,11 @@ hereunder (“SOFTWARE”).
 
 By taking delivery of the SOFTWARE, you affirm that you have reached the legal
 age of majority, you accept the terms of this license, and you take legal and
-financial responsibility for the actions of your permitted users.
+financial responsibility for the actions of your permitted users. 
 
 You agree to use the SOFTWARE only for purposes that are permitted by
 
-(a) this license, and
+(a) this license, and 
 (b) any applicable law, regulation or generally accepted practices or guidelines
     in the relevant jurisdictions.
 
@@ -35,7 +35,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    b. You agree to notify NVIDIA in writing of any known or suspected
       distribution or use of the SOFTWARE not in compliance with the
       requirements of this license, and to enforce the terms of your agreements
-      with respect to distributed SOFTWARE.
+      with respect to distributed SOFTWARE. 
 
 3. LIMITATIONS. Your license to use the SOFTWARE is restricted as follows:
 
@@ -58,7 +58,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
 
 4. OWNERSHIP. The SOFTWARE and the related intellectual property rights therein
    are and will remain the sole and exclusive property of NVIDIA or its
-   licensors.
+   licensors. 
 
 5. FEEDBACK. You may, but are not obligated to, provide Feedback to NVIDIA.
    “Feedback” means all suggestions, fixes, modifications, feature requests or
@@ -76,7 +76,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    MERCHANTABILITY, NONINFRINGEMENT, OR FITNESS FOR A PARTICULAR PURPOSE.
    NVIDIA DOES NOT WARRANT THAT THE SOFTWARE WILL MEET YOUR REQUIREMENTS OR
    THAT THE OPERATION THEREOF WILL BE UNINTERRUPTED OR ERROR-FREE, OR THAT ALL
-   ERRORS WILL BE CORRECTED.
+   ERRORS WILL BE CORRECTED. 
 
 7. LIMITATIONS OF LIABILITY. TO THE MAXIMUM EXTENT PERMITTED BY LAW, NVIDIA AND
    ITS AFFILIATES SHALL NOT BE LIABLE FOR ANY SPECIAL, INCIDENTAL, PUNITIVE OR
@@ -88,7 +88,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    REASONABLY HAVE FORESEEN, THE POSSIBILITY OF SUCH DAMAGES. IN NO EVENT WILL
    NVIDIA’S AND ITS AFFILIATES TOTAL CUMULATIVE LIABILITY UNDER OR ARISING OUT
    OF THIS LICENSE EXCEED US$10.00. THE NATURE OF THE LIABILITY OR THE NUMBER
-   OF CLAIMS OR SUITS SHALL NOT ENLARGE OR EXTEND THIS LIMIT.
+   OF CLAIMS OR SUITS SHALL NOT ENLARGE OR EXTEND THIS LIMIT. 
 
 8. TERMINATION. Your rights under this license will terminate automatically
    without notice from NVIDIA if you fail to comply with any term and condition
@@ -99,7 +99,7 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    SOFTWARE and destroy all copies in your possession or control. Your prior
    distributions in accordance with this license are not affected by the
    termination of this license. All provisions of this license will survive
-   termination, except for the license granted to you.
+   termination, except for the license granted to you. 
 
 9. APPLICABLE LAW. This license will be governed in all respects by the laws of
    the United States and of the State of Delaware, without regard to the
@@ -109,13 +109,13 @@ You agree to use the SOFTWARE only for purposes that are permitted by
    exclusive jurisdiction over any dispute or claim arising out of this
    license.  Notwithstanding this, you agree that NVIDIA shall still be allowed
    to apply for injunctive remedies or an equivalent type of urgent legal
-   relief in any jurisdiction.
+   relief in any jurisdiction. 
 
 10. NO ASSIGNMENT. This license and your rights and obligations thereunder may
     not be assigned by you by any means or operation of law without NVIDIA’s
     permission. Any attempted assignment not approved by NVIDIA in writing
-    shall be void and of no effect.
-
+    shall be void and of no effect. 
+ 
 11. EXPORT. The SOFTWARE is subject to United States export laws and
     regulations. You agree that you will not ship, transfer or export the
     SOFTWARE into any country, or use the SOFTWARE in any manner, prohibited by
diff --git a/source/licenses/cugraph-ops-EULA.txt b/licenses/cugraph-ops-EULA.txt
similarity index 98%
rename from source/licenses/cugraph-ops-EULA.txt
rename to licenses/cugraph-ops-EULA.txt
index 8e37e2e0383..db26548181f 100644
--- a/source/licenses/cugraph-ops-EULA.txt
+++ b/licenses/cugraph-ops-EULA.txt
@@ -1,381 +1,381 @@
-NVIDIA Software License Agreement
-=================================
-
-IMPORTANT NOTICE - PLEASE READ AND AGREE BEFORE USING THE SOFTWARE.
-
-This license agreement ("Agreement") is a legal agreement between you,
-whether an individual or entity ("you") and NVIDIA Corporation ("NVIDIA")
-and governs the use of the NVIDIA cuGraph-Ops software and materials provided
-under this Agreement ("Software").
-
-This Agreement can be accepted only by an adult of legal age of majority in
-the country in which the Software is used. If you don't have the required age
-or authority to accept this Agreement, or if you don't accept all the terms and
-conditions of this Agreement, do not use the Software. You agree to use the
-Software only for purposes that are permitted by this Agreement and any
-applicable law or regulation in the relevant jurisdictions.
-
-1.  License Grant. Subject to the terms of this Agreement, NVIDIA grants you a
-    non-exclusive, revocable, non-transferable, non-sublicensable (except as
-    expressly granted in this Agreement), license to:
-
-    1.1	install and use copies of the Software,
-    and
-    1.2	distribute the Software in binary format as incorporated into a
-    software application subject to the following distribution requirements:
-
-        (a)	Your application must have material additional functionality,
-            beyond the included portions of the Software.
-
-        (b)	The distributable portions of the Software shall only be accessed
-            by your application.
-
-        (c)	The following notice shall be included in modifications and
-            derivative works of sample source code distributed: "This software
-            contains source code provided by NVIDIA Corporation."
-
-        (d)	Unless a developer tool is identified in this Agreement as
-            distributable, it is delivered for your internal use only.
-
-        (e)	The terms under which you distribute your application must be
-            consistent with the terms of this Agreement, including
-            (without limitation) terms relating to the license grant and
-            license restrictions and protection of NVIDIA's intellectual
-            property rights. Additionally, you agree that you will protect
-            the privacy, securityand legal rights of your application users.
-
-        (f)	You agree to notify NVIDIA in writing of any known or suspected
-            distribution or use of the Software not in compliance with the
-            requirements of this Agreement, and to enforce the terms of your
-            agreements with respect to distributed Software.
-
-2.  Limitations. Your license to use the Software is restricted as follows:
-
-    2.1	The Software is licensed for you to develop applications only for use
-        in systems with NVIDIA GPUs.
-
-    2.2	You may not reverse engineer, decompile or disassemble the Software
-        components provided in binary form, nor attempt in any other manner to
-        obtain source code of the Software.
-
-    2.3	You may not change or remove copyright or other proprietary notices in
-        the Software.
-
-    2.4	Except as expressly granted in this Agreement, you may not copy, sell,
-        rent, sublicense, transfer, distribute, modify or create derivative
-        works of the Software, or make its functionality available to others.
-
-    2.5	You may not bypass, disable or circumvent any technical limitation,
-        encryption, security, digital rights management or authentication
-        mechanism in the Software.
-
-    2.6 You may not use the Software in any manner that would cause it to
-        become subject to an open source software license; subject to the
-        terms in the "Components Under Other Licenses" section below.
-
-    2.7	You may not use the Software for the purpose of developing competing
-        products or technologies or assist a third party in such activities.
-
-    2.8	You may not indicate that a product or service developed with the
-        Software is sponsored or endorsed by NVIDIA.
-
-    2.9	You may not reverse engineer, decompile or disassemble any portion of
-        the output generated using Software elements for the purpose of
-        translating such output artifacts to target a non-NVIDIA platform.
-
-    2.10 You may not distribute or disclose to third parties the output of the
-        Software where the output reveals functionality or performance data
-        pertinent to NVIDIA hardware or software products, results of
-        benchmarking, competitive analysis, or regression or performance data
-        relating to the Software or NVIDIA GPUs without the prior written
-        permission from NVIDIA.
-
-    2.11 You acknowledge that the Software provided under this Agreement is not
-        designed or tested by NVIDIA for use in any system or application where
-        the use or failure of such system or application developed with
-        NVIDIA's Software could result in injury, death or catastrophic damage
-        (each, a "Mission Critical Application"). Examples of Mission Critical
-        Applications include use in avionics, navigation, autonomous vehicle
-        applications, AI solutions for automotive products, military, medical,
-        life support or other mission-critical or life-critical applications.
-        NVIDIA will not be liable to you or any third party, in whole or in
-        part, for any claims or damages arising from these uses. You are solely
-        responsible for ensuring that systems and applications developed with
-        the Software include sufficient safety and redundancy features and
-        comply with all applicable legal and regulatory standards and
-        requirements.
-
-    2.12 You agree to defend, indemnify and hold harmless NVIDIA and its
-        affiliates, and their respective employees, contractors, agents,
-        officers and directors, from and against any and all claims, damages,
-        obligations, losses, liabilities, costs or debt, fines, restitutions
-        and expenses (including but not limited to attorney's fees and costs
-        incident to establishing the right of indemnification) arising out of
-        or related to
-
-        (i) products or services that have been developed or deployed with or
-            use the Software, or claims that they violate laws, or infringe,
-            violate, or misappropriate any third party right;
-        or
-        (ii) a violation of the terms and conditions of this Agreement.
-
-3.  Authorized Users. You may allow employees and contractors of your entity or
-    of your subsidiary(ies) to access and use the Software from your secure
-    network to perform the work authorized by this Agreement on your behalf. If
-    you are an academic institution, you may allow users enrolled or employed
-    by the academic institution to access and use the Software as authorized by
-    this Agreement from your secure network. You are responsible for the
-    compliance with the terms of this Agreement by your authorized users. Any
-    act or omission that if committed by you would constitute a breach of this
-    Agreement will be deemed to constitute a breach of this Agreement if
-    committed by your authorized users.
-
-4.  Confidentiality. You agree that you will not use, nor authorize others to
-    use, NVIDIA Confidential Information, except as necessary for the
-    performance of this Agreement, and that you will not disclose NVIDIA
-    Confidential Information to any third party, except to permitted users
-    under this Agreement that have a need to know such Confidential Information
-    for the purpose of this Agreement, provided that each such recipient is
-    subject to a written agreement that includes confidentiality obligations
-    consistent with these terms. You will protect the NVIDIA Confidential
-    Information with at least the same degree of care that you use to protect
-    your own similar confidential and proprietary information, but no less than
-    a reasonable degree of care. "Confidential Information" means the Software
-    including its features and functionality, output, and any results of
-    competitive analysis or regression or performance data relating to the
-    Software.
-
-5.  Pre-Release Versions. Software versions or specific features identified as
-    alpha, beta, preview, early access or otherwise as pre-release may not be
-    fully functional, may contain errors or design flaws, and may have reduced
-    or different security, privacy, availability and reliability standards
-    relative to commercial versions of NVIDIA offerings. You may use
-    pre-release Software at your own risk, understanding that such versions are
-    not intended for use in production or business-critical systems. NVIDIA may
-    choose not to make available a commercial version of any pre-release
-    Software. NVIDIA may also choose to abandon development and terminate the
-    availability of pre-release Software at any time without liability.
-
-6.  Updates. NVIDIA may, at its option, make available patches, workarounds or
-    other updates to the Software. Unless the updates are provided with their
-    separate governing terms, they are deemed part of the Software licensed to
-    you as provided in this Agreement.
-
-7.  Components Under Other Licenses. The Software may include or be distributed
-    with components provided with separate legal notices or terms that
-    accompany the components, such as open source software licenses and other
-    license. The components are subject to the applicable other licenses,
-    including any proprietary notices, disclaimers, requirements and extended
-    use rights; except that this Agreement will prevail regarding the use of
-    third-party open source software, unless a third-party open source software
-    license requires its license terms to prevail. Open source software license
-    means any software, data or documentation subject to any license identified
-    as an open source license by the Open Source Initiative
-    (http://opensource.org), Free Software Foundation (http://www.fsf.org) or
-    other similar open source organization or listed by the Software Package
-    Data Exchange (SPDX) Workgroup under the Linux Foundation
-    (http://www.spdx.org).
-
-8.  Termination. This Agreement will automatically terminate without notice
-    from NVIDIA if you fail to comply with any of the terms in this Agreement
-    or if you commence or participate in any legal proceeding against NVIDIA
-    with respect to the Software. Additionally, NVIDIA may terminate this
-    Agreement with prior written notice to you if in NVIDIA's sole discretion,
-    the continued use of it is no longer commercially viable or creates
-    liabilities for NVIDIA. You agree to cooperate with NVIDIA and provide
-    reasonably requested information to verify your compliance with this
-    Agreement. Upon any termination, you must stop using and destroy all copies
-    of the Software. Upon written request, you will certify in writing that you
-    have complied with your commitments under this section. All provisions will
-    survive termination, except for the licenses granted to you.
-
-9.  Ownership.
-    9.1	NVIDIA Ownership. The Software, including all intellectual property
-        rights, is and will remain the sole and exclusive property of NVIDIA
-        or its licensors. Except as expressly granted in this Agreement,
-
-        (i) NVIDIA reserves all rights, interests and remedies in connection
-            with the Software and
-
-        (ii) no other license or right is granted to you by implication,
-            estoppel or otherwise.
-
-    9.2 Your Ownership. Subject to the rights of NVIDIA and its suppliers in
-        the Software, you hold all rights, title and interest in and to your
-        services, applications and derivative works of samples or examples you
-        develop as permitted in this Agreement including their respective
-        intellectual property rights.
-
-    9.3	Non-Assert. You agree that you will not, and will not assist or enable
-        any other party to, assert or threaten to assert any intellectual
-        property rights against NVIDIA or its affiliates with respect to new
-        software samples or examples that NVIDIA or its affiliates may develop
-        and make available in the future.
-
-10. Feedback. You may, but are not obligated to, provide suggestions, requests,
-    fixes, modifications, enhancements or other feedback regarding or in
-    connection with your use of the Software (collectively, "Feedback").
-    Feedback, even if designated as confidential by you, will not create any
-    confidentiality obligation for NVIDIA or its affiliates. If you provide
-    Feedback, you hereby grant NVIDIA, its affiliates and its designees a
-    non-exclusive, perpetual, irrevocable, sublicensable, worldwide,
-    royalty-free, fully paid-up and transferable license, under your
-    intellectual property rights, to publicly perform, publicly display,
-    reproduce, use, make, have made, sell, offer for sale, distribute
-    (through multiple tiers of distribution), import, create derivative works
-    of and otherwise commercialize and exploit the Feedback at NVIDIA's
-    discretion. You will not give Feedback
-
-        (i) that you have reason to believe is subject to any restriction that
-            impairs the exercise of the grant stated in this section, such as
-            third-party intellectual property rights or
-
-        (ii) subject to license terms which seek to require any product
-            incorporating or developed using such Feedback, or other
-            intellectual property of NVIDIA or its affiliates, to be licensed
-            to or otherwise shared with any third party.
-
-11.	Disclaimer of Warranties. THE SOFTWARE IS PROVIDED BY NVIDIA AS-IS AND WITH
-    ALL FAULTS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, NVIDIA
-    DISCLAIMS ALL WARRANTIES AND REPRESENTATIONS OF ANY KIND, WHETHER EXPRESS,
-    IMPLIED OR STATUTORY, RELATING TO OR ARISING UNDER THIS AGREEMENT,
-    INCLUDING, WITHOUT LIMITATION, THE WARRANTIES OF TITLE, NONINFRINGEMENT,
-    MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, USAGE OF TRADE AND
-    COURSE OF DEALING. WITHOUT LIMITING THE FOREGOING, NVIDIA DOES NOT WARRANT
-    THAT THE SOFTWARE WILL MEET YOUR REQUIREMENTS; THAT ANY DEFECTS OR ERRORS
-    WILL BE CORRECTED; THAT ANY CERTAIN CONTENT WILL BE AVAILABLE; OR THAT THE
-    SOFTWARE IS FREE OF VIRUSES OR OTHER HARMFUL COMPONENTS.  NO INFORMATION OR
-    ADVICE GIVEN BY NVIDIA WILL IN ANY WAY INCREASE THE SCOPE OF ANY WARRANTY
-    EXPRESSLY PROVIDED IN THIS AGREEMENT. NVIDIA does not warrant or assume
-    responsibility for the accuracy or completeness of any third-party
-    information, text, graphics or links contained in the Software.
-
-12.	Limitations of Liability.
-    12.1 DISCLAIMERS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN
-        NO EVENT WILL NVIDIA BE LIABLE FOR ANY (I) INDIRECT, PUNITIVE, SPECIAL,
-        INCIDENTAL OR CONSEQUENTIAL DAMAGES, OR (II) DAMAGES FOR THE (A) COST
-        OF PROCURING SUBSTITUTE GOODS OR (B) LOSS OF PROFITS, REVENUES, USE,
-        DATA OR GOODWILL ARISING OUT OF OR RELATED TO THIS AGREEMENT, WHETHER
-        BASED ON BREACH OF CONTRACT, TORT (INCLUDING NEGLIGENCE), STRICT
-        LIABILITY, OR OTHERWISE, AND EVEN IF NVIDIA HAS BEEN ADVISED OF THE
-        POSSIBILITY OF SUCH DAMAGES AND EVEN IF A PARTY'S REMEDIES FAIL THEIR
-        ESSENTIAL PURPOSE.
-
-    12.2 DAMAGES CAP. ADDITIONALLY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE
-        LAW, NVIDIA'S TOTAL CUMULATIVE AGGREGATE LIABILITY FOR ANY AND ALL
-        LIABILITIES, OBLIGATIONS OR CLAIMS ARISING OUT OF OR RELATED TO THIS
-        AGREEMENT WILL NOT EXCEED FIVE U.S. DOLLARS (US$5).
-
-13.	Governing Law and Jurisdiction. This Agreement will be governed in all
-    respects by the laws of the United States and the laws of the State of
-    Delaware, without regard to conflict of laws principles or the United
-    Nations Convention on Contracts for the International Sale of Goods. The
-    state and federal courts residing in Santa Clara County, California will
-    have exclusive jurisdiction over any dispute or claim arising out of or
-    related to this Agreement, and the parties irrevocably consent to personal
-    jurisdiction and venue in those courts; except that either party may apply
-    for injunctive remedies or an equivalent type of urgent legal relief in any
-    jurisdiction.
-
-14.	General.
-    14.1 No Assignment. NVIDIA may assign, delegate or transfer its rights
-        or obligations under this Agreement by any means or operation of law.
-        You may not, without NVIDIA's prior written consent, assign, delegate
-        or transfer any of your rights or obligations under this Agreement by
-        any means or operation of law, and any attempt to do so is null and
-        void.
-
-    14.2 No Waiver. No waiver of any term of the Agreement will be deemed a
-        further or continuing waiver of such term or any other term, and
-        NVIDIA's failure to assert any right or provision under the Agreement
-        will not constitute a waiver of such right or provision.
-
-    14.3  Trade and Compliance. You agree to comply with all applicable export,
-        import, trade and economic sanctions laws and regulations, including
-        U.S. Export Administration Regulations and Office of Foreign Assets
-        Control regulations. You confirm that you will not export or reexport
-        any products or technology, directly or indirectly, without first
-        obtaining any required license or other approval from appropriate
-        authorities,
-
-        (i) to any countries that are subject to any U.S. or local export
-            restrictions (currently including, but not necessarily limited
-            to, Cuba, Iran, North Korea, Syria, the Region of Crimea, Donetsk
-            People's Republic Region and Luhansk People's Republic Region);
-
-        (ii) to any end user who you know or have reason to know will utilize
-            them in the design, development or production of nuclear, chemical
-            or biological weapons, missiles, rocket systems, unmanned air
-            vehicles, or any weapons of mass destruction;
-
-        (iii) to any end-user who has been prohibited from participating in the
-            U.S. or local export transactions by any governing authority; or
-
-        (iv) to any known military or military-intelligence end-user or for any
-            known military or military-intelligence end-use in accordance with
-            U.S. trade compliance laws and regulations. Use of the Software
-            under this Agreement must be consistent with NVIDIA's
-            HumanRightsPolicy.pdf (nvidia.com).
-
-    14.4  Government Rights. The Software, documentation and technology
-        ("Protected Items") are "Commercial products" as this term is defined
-        at 48 C.F.R. 2.101, consisting of "commercial computer software" and
-        "commercial computer software documentation" as such terms are used in,
-        respectively, 48 C.F.R. 12.212 and 48 C.F.R. 227.7202 &
-        252.227-7014(a)(1). Before any Protected Items are supplied to the U.S.
-        Government, you will
-
-        (i) inform the U.S. Government in writing that the Protected Items are
-            and must be treated as commercial computer software and commercial
-            computersoftware documentation developed at private expense;
-
-        (ii) inform the U.S. Government that the Protected Items are provided
-            subject to the terms of the Agreement; and
-
-        (iii) mark the Protected Items as commercial computer software and
-            commercial computer software documentation developed at private
-            expense. In no event will you permit the U.S. Government to acquire
-            rights in Protected Items beyond those specified in 48 C.F.R.
-            52.227-19(b)(1)-(2) or 252.227-7013(c) except as expressly approved
-            by NVIDIA in writing.
-
-    14.5 Notices. Please direct your legal notices or other correspondence to
-        NVIDIA Corporation, 2788 San Tomas Expressway, Santa Clara, California
-        95051, United States of America, Attention: Legal Department, with a
-        copy emailed to legalnotices@nvidia.com. If NVIDIA needs to contact you
-        about the Software, you consent to receive the notices by email and
-        agree that such notices will satisfy any legal communication
-        requirements.
-
-    14.6 Force Majeure. Neither party will be liable during any period where an
-        event or circumstance prevents or delays that party from performing its
-        obligations under this Agreement and that event or circumstance:
-
-        (i) is not within the reasonable control of that party and is not the
-            result of that party's negligence, and
-
-        (ii) cannot be overcome or avoided by that party using reasonably
-            diligent efforts.
-
-    14.7 Severability and Amendment. If a court of competent jurisdiction rules
-        that a provision of this Agreement is unenforceable, that provision
-        will be deemed modified to the extent necessary to make it enforceable
-        and the remainder of this Agreement will continue in full force and
-        effect. Any amendment to this Agreement must be in writing and signed
-        by authorized representatives of both parties.
-
-    14.8 Construction. The headings in the Agreement are included solely for
-        convenience and are not intended to affect the meaning or
-        interpretation of the Agreement. As required by the context of the
-        Agreement, the singular of a term includes the plural and vice versa.
-
-    14.9 Entire Agreement. Regarding the subject matter of this Agreement, the
-    parties agree that
-
-        (i) this Agreement constitutes the entire and exclusive agreement
-            between the parties and supersedes all prior and contemporaneous
-            communications and
-
-        (ii) any additional or different terms or conditions, whether contained
-            in purchase orders, order acknowledgments, invoices or otherwise,
-            will not be binding and are null and void.
+NVIDIA Software License Agreement
+=================================
+
+IMPORTANT NOTICE - PLEASE READ AND AGREE BEFORE USING THE SOFTWARE.
+
+This license agreement ("Agreement") is a legal agreement between you,
+whether an individual or entity ("you") and NVIDIA Corporation ("NVIDIA")
+and governs the use of the NVIDIA cuGraph-Ops software and materials provided
+under this Agreement ("Software").
+
+This Agreement can be accepted only by an adult of legal age of majority in
+the country in which the Software is used. If you don't have the required age
+or authority to accept this Agreement, or if you don't accept all the terms and
+conditions of this Agreement, do not use the Software. You agree to use the
+Software only for purposes that are permitted by this Agreement and any
+applicable law or regulation in the relevant jurisdictions.
+
+1.  License Grant. Subject to the terms of this Agreement, NVIDIA grants you a
+    non-exclusive, revocable, non-transferable, non-sublicensable (except as
+    expressly granted in this Agreement), license to:
+
+    1.1	install and use copies of the Software,
+    and
+    1.2	distribute the Software in binary format as incorporated into a
+    software application subject to the following distribution requirements:
+
+        (a)	Your application must have material additional functionality,
+            beyond the included portions of the Software.
+
+        (b)	The distributable portions of the Software shall only be accessed
+            by your application.
+
+        (c)	The following notice shall be included in modifications and
+            derivative works of sample source code distributed: "This software
+            contains source code provided by NVIDIA Corporation."
+
+        (d)	Unless a developer tool is identified in this Agreement as
+            distributable, it is delivered for your internal use only.
+
+        (e)	The terms under which you distribute your application must be
+            consistent with the terms of this Agreement, including
+            (without limitation) terms relating to the license grant and
+            license restrictions and protection of NVIDIA's intellectual
+            property rights. Additionally, you agree that you will protect
+            the privacy, securityand legal rights of your application users.
+
+        (f)	You agree to notify NVIDIA in writing of any known or suspected
+            distribution or use of the Software not in compliance with the
+            requirements of this Agreement, and to enforce the terms of your
+            agreements with respect to distributed Software.
+
+2.  Limitations. Your license to use the Software is restricted as follows:
+
+    2.1	The Software is licensed for you to develop applications only for use
+        in systems with NVIDIA GPUs.
+
+    2.2	You may not reverse engineer, decompile or disassemble the Software
+        components provided in binary form, nor attempt in any other manner to
+        obtain source code of the Software.
+
+    2.3	You may not change or remove copyright or other proprietary notices in
+        the Software.
+
+    2.4	Except as expressly granted in this Agreement, you may not copy, sell,
+        rent, sublicense, transfer, distribute, modify or create derivative
+        works of the Software, or make its functionality available to others.
+
+    2.5	You may not bypass, disable or circumvent any technical limitation,
+        encryption, security, digital rights management or authentication
+        mechanism in the Software.
+
+    2.6 You may not use the Software in any manner that would cause it to
+        become subject to an open source software license; subject to the
+        terms in the "Components Under Other Licenses" section below.
+
+    2.7	You may not use the Software for the purpose of developing competing
+        products or technologies or assist a third party in such activities.
+
+    2.8	You may not indicate that a product or service developed with the
+        Software is sponsored or endorsed by NVIDIA.
+
+    2.9	You may not reverse engineer, decompile or disassemble any portion of
+        the output generated using Software elements for the purpose of
+        translating such output artifacts to target a non-NVIDIA platform.
+
+    2.10 You may not distribute or disclose to third parties the output of the
+        Software where the output reveals functionality or performance data
+        pertinent to NVIDIA hardware or software products, results of
+        benchmarking, competitive analysis, or regression or performance data
+        relating to the Software or NVIDIA GPUs without the prior written
+        permission from NVIDIA.
+
+    2.11 You acknowledge that the Software provided under this Agreement is not
+        designed or tested by NVIDIA for use in any system or application where
+        the use or failure of such system or application developed with
+        NVIDIA's Software could result in injury, death or catastrophic damage
+        (each, a "Mission Critical Application"). Examples of Mission Critical
+        Applications include use in avionics, navigation, autonomous vehicle
+        applications, AI solutions for automotive products, military, medical,
+        life support or other mission-critical or life-critical applications.
+        NVIDIA will not be liable to you or any third party, in whole or in
+        part, for any claims or damages arising from these uses. You are solely
+        responsible for ensuring that systems and applications developed with
+        the Software include sufficient safety and redundancy features and
+        comply with all applicable legal and regulatory standards and
+        requirements.
+
+    2.12 You agree to defend, indemnify and hold harmless NVIDIA and its
+        affiliates, and their respective employees, contractors, agents,
+        officers and directors, from and against any and all claims, damages,
+        obligations, losses, liabilities, costs or debt, fines, restitutions
+        and expenses (including but not limited to attorney's fees and costs
+        incident to establishing the right of indemnification) arising out of
+        or related to
+
+        (i) products or services that have been developed or deployed with or
+            use the Software, or claims that they violate laws, or infringe,
+            violate, or misappropriate any third party right;
+        or
+        (ii) a violation of the terms and conditions of this Agreement.
+
+3.  Authorized Users. You may allow employees and contractors of your entity or
+    of your subsidiary(ies) to access and use the Software from your secure
+    network to perform the work authorized by this Agreement on your behalf. If
+    you are an academic institution, you may allow users enrolled or employed
+    by the academic institution to access and use the Software as authorized by
+    this Agreement from your secure network. You are responsible for the
+    compliance with the terms of this Agreement by your authorized users. Any
+    act or omission that if committed by you would constitute a breach of this
+    Agreement will be deemed to constitute a breach of this Agreement if
+    committed by your authorized users.
+
+4.  Confidentiality. You agree that you will not use, nor authorize others to
+    use, NVIDIA Confidential Information, except as necessary for the
+    performance of this Agreement, and that you will not disclose NVIDIA
+    Confidential Information to any third party, except to permitted users
+    under this Agreement that have a need to know such Confidential Information
+    for the purpose of this Agreement, provided that each such recipient is
+    subject to a written agreement that includes confidentiality obligations
+    consistent with these terms. You will protect the NVIDIA Confidential
+    Information with at least the same degree of care that you use to protect
+    your own similar confidential and proprietary information, but no less than
+    a reasonable degree of care. "Confidential Information" means the Software
+    including its features and functionality, output, and any results of
+    competitive analysis or regression or performance data relating to the
+    Software.
+
+5.  Pre-Release Versions. Software versions or specific features identified as
+    alpha, beta, preview, early access or otherwise as pre-release may not be
+    fully functional, may contain errors or design flaws, and may have reduced
+    or different security, privacy, availability and reliability standards
+    relative to commercial versions of NVIDIA offerings. You may use
+    pre-release Software at your own risk, understanding that such versions are
+    not intended for use in production or business-critical systems. NVIDIA may
+    choose not to make available a commercial version of any pre-release
+    Software. NVIDIA may also choose to abandon development and terminate the
+    availability of pre-release Software at any time without liability.
+
+6.  Updates. NVIDIA may, at its option, make available patches, workarounds or
+    other updates to the Software. Unless the updates are provided with their
+    separate governing terms, they are deemed part of the Software licensed to
+    you as provided in this Agreement.
+
+7.  Components Under Other Licenses. The Software may include or be distributed
+    with components provided with separate legal notices or terms that
+    accompany the components, such as open source software licenses and other
+    license. The components are subject to the applicable other licenses,
+    including any proprietary notices, disclaimers, requirements and extended
+    use rights; except that this Agreement will prevail regarding the use of
+    third-party open source software, unless a third-party open source software
+    license requires its license terms to prevail. Open source software license
+    means any software, data or documentation subject to any license identified
+    as an open source license by the Open Source Initiative
+    (http://opensource.org), Free Software Foundation (http://www.fsf.org) or
+    other similar open source organization or listed by the Software Package
+    Data Exchange (SPDX) Workgroup under the Linux Foundation
+    (http://www.spdx.org).
+
+8.  Termination. This Agreement will automatically terminate without notice
+    from NVIDIA if you fail to comply with any of the terms in this Agreement
+    or if you commence or participate in any legal proceeding against NVIDIA
+    with respect to the Software. Additionally, NVIDIA may terminate this
+    Agreement with prior written notice to you if in NVIDIA's sole discretion,
+    the continued use of it is no longer commercially viable or creates
+    liabilities for NVIDIA. You agree to cooperate with NVIDIA and provide
+    reasonably requested information to verify your compliance with this
+    Agreement. Upon any termination, you must stop using and destroy all copies
+    of the Software. Upon written request, you will certify in writing that you
+    have complied with your commitments under this section. All provisions will
+    survive termination, except for the licenses granted to you.
+
+9.  Ownership.
+    9.1	NVIDIA Ownership. The Software, including all intellectual property
+        rights, is and will remain the sole and exclusive property of NVIDIA
+        or its licensors. Except as expressly granted in this Agreement,
+
+        (i) NVIDIA reserves all rights, interests and remedies in connection
+            with the Software and
+
+        (ii) no other license or right is granted to you by implication,
+            estoppel or otherwise.
+
+    9.2 Your Ownership. Subject to the rights of NVIDIA and its suppliers in
+        the Software, you hold all rights, title and interest in and to your
+        services, applications and derivative works of samples or examples you
+        develop as permitted in this Agreement including their respective
+        intellectual property rights.
+
+    9.3	Non-Assert. You agree that you will not, and will not assist or enable
+        any other party to, assert or threaten to assert any intellectual
+        property rights against NVIDIA or its affiliates with respect to new
+        software samples or examples that NVIDIA or its affiliates may develop
+        and make available in the future.
+
+10. Feedback. You may, but are not obligated to, provide suggestions, requests,
+    fixes, modifications, enhancements or other feedback regarding or in
+    connection with your use of the Software (collectively, "Feedback").
+    Feedback, even if designated as confidential by you, will not create any
+    confidentiality obligation for NVIDIA or its affiliates. If you provide
+    Feedback, you hereby grant NVIDIA, its affiliates and its designees a
+    non-exclusive, perpetual, irrevocable, sublicensable, worldwide,
+    royalty-free, fully paid-up and transferable license, under your
+    intellectual property rights, to publicly perform, publicly display,
+    reproduce, use, make, have made, sell, offer for sale, distribute
+    (through multiple tiers of distribution), import, create derivative works
+    of and otherwise commercialize and exploit the Feedback at NVIDIA's
+    discretion. You will not give Feedback
+
+        (i) that you have reason to believe is subject to any restriction that
+            impairs the exercise of the grant stated in this section, such as
+            third-party intellectual property rights or
+
+        (ii) subject to license terms which seek to require any product
+            incorporating or developed using such Feedback, or other
+            intellectual property of NVIDIA or its affiliates, to be licensed
+            to or otherwise shared with any third party.
+
+11.	Disclaimer of Warranties. THE SOFTWARE IS PROVIDED BY NVIDIA AS-IS AND WITH
+    ALL FAULTS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, NVIDIA
+    DISCLAIMS ALL WARRANTIES AND REPRESENTATIONS OF ANY KIND, WHETHER EXPRESS,
+    IMPLIED OR STATUTORY, RELATING TO OR ARISING UNDER THIS AGREEMENT,
+    INCLUDING, WITHOUT LIMITATION, THE WARRANTIES OF TITLE, NONINFRINGEMENT,
+    MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, USAGE OF TRADE AND
+    COURSE OF DEALING. WITHOUT LIMITING THE FOREGOING, NVIDIA DOES NOT WARRANT
+    THAT THE SOFTWARE WILL MEET YOUR REQUIREMENTS; THAT ANY DEFECTS OR ERRORS
+    WILL BE CORRECTED; THAT ANY CERTAIN CONTENT WILL BE AVAILABLE; OR THAT THE
+    SOFTWARE IS FREE OF VIRUSES OR OTHER HARMFUL COMPONENTS.  NO INFORMATION OR
+    ADVICE GIVEN BY NVIDIA WILL IN ANY WAY INCREASE THE SCOPE OF ANY WARRANTY
+    EXPRESSLY PROVIDED IN THIS AGREEMENT. NVIDIA does not warrant or assume
+    responsibility for the accuracy or completeness of any third-party
+    information, text, graphics or links contained in the Software.
+
+12.	Limitations of Liability.
+    12.1 DISCLAIMERS. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN
+        NO EVENT WILL NVIDIA BE LIABLE FOR ANY (I) INDIRECT, PUNITIVE, SPECIAL,
+        INCIDENTAL OR CONSEQUENTIAL DAMAGES, OR (II) DAMAGES FOR THE (A) COST
+        OF PROCURING SUBSTITUTE GOODS OR (B) LOSS OF PROFITS, REVENUES, USE,
+        DATA OR GOODWILL ARISING OUT OF OR RELATED TO THIS AGREEMENT, WHETHER
+        BASED ON BREACH OF CONTRACT, TORT (INCLUDING NEGLIGENCE), STRICT
+        LIABILITY, OR OTHERWISE, AND EVEN IF NVIDIA HAS BEEN ADVISED OF THE
+        POSSIBILITY OF SUCH DAMAGES AND EVEN IF A PARTY'S REMEDIES FAIL THEIR
+        ESSENTIAL PURPOSE.
+
+    12.2 DAMAGES CAP. ADDITIONALLY, TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE
+        LAW, NVIDIA'S TOTAL CUMULATIVE AGGREGATE LIABILITY FOR ANY AND ALL
+        LIABILITIES, OBLIGATIONS OR CLAIMS ARISING OUT OF OR RELATED TO THIS
+        AGREEMENT WILL NOT EXCEED FIVE U.S. DOLLARS (US$5).
+
+13.	Governing Law and Jurisdiction. This Agreement will be governed in all
+    respects by the laws of the United States and the laws of the State of
+    Delaware, without regard to conflict of laws principles or the United
+    Nations Convention on Contracts for the International Sale of Goods. The
+    state and federal courts residing in Santa Clara County, California will
+    have exclusive jurisdiction over any dispute or claim arising out of or
+    related to this Agreement, and the parties irrevocably consent to personal
+    jurisdiction and venue in those courts; except that either party may apply
+    for injunctive remedies or an equivalent type of urgent legal relief in any
+    jurisdiction.
+
+14.	General.
+    14.1 No Assignment. NVIDIA may assign, delegate or transfer its rights
+        or obligations under this Agreement by any means or operation of law.
+        You may not, without NVIDIA's prior written consent, assign, delegate
+        or transfer any of your rights or obligations under this Agreement by
+        any means or operation of law, and any attempt to do so is null and
+        void.
+
+    14.2 No Waiver. No waiver of any term of the Agreement will be deemed a
+        further or continuing waiver of such term or any other term, and
+        NVIDIA's failure to assert any right or provision under the Agreement
+        will not constitute a waiver of such right or provision.
+
+    14.3  Trade and Compliance. You agree to comply with all applicable export,
+        import, trade and economic sanctions laws and regulations, including
+        U.S. Export Administration Regulations and Office of Foreign Assets
+        Control regulations. You confirm that you will not export or reexport
+        any products or technology, directly or indirectly, without first
+        obtaining any required license or other approval from appropriate
+        authorities,
+
+        (i) to any countries that are subject to any U.S. or local export
+            restrictions (currently including, but not necessarily limited
+            to, Cuba, Iran, North Korea, Syria, the Region of Crimea, Donetsk
+            People's Republic Region and Luhansk People's Republic Region);
+
+        (ii) to any end user who you know or have reason to know will utilize
+            them in the design, development or production of nuclear, chemical
+            or biological weapons, missiles, rocket systems, unmanned air
+            vehicles, or any weapons of mass destruction;
+
+        (iii) to any end-user who has been prohibited from participating in the
+            U.S. or local export transactions by any governing authority; or
+
+        (iv) to any known military or military-intelligence end-user or for any
+            known military or military-intelligence end-use in accordance with
+            U.S. trade compliance laws and regulations. Use of the Software
+            under this Agreement must be consistent with NVIDIA's
+            HumanRightsPolicy.pdf (nvidia.com).
+
+    14.4  Government Rights. The Software, documentation and technology
+        ("Protected Items") are "Commercial products" as this term is defined
+        at 48 C.F.R. 2.101, consisting of "commercial computer software" and
+        "commercial computer software documentation" as such terms are used in,
+        respectively, 48 C.F.R. 12.212 and 48 C.F.R. 227.7202 &
+        252.227-7014(a)(1). Before any Protected Items are supplied to the U.S.
+        Government, you will
+
+        (i) inform the U.S. Government in writing that the Protected Items are
+            and must be treated as commercial computer software and commercial
+            computersoftware documentation developed at private expense;
+
+        (ii) inform the U.S. Government that the Protected Items are provided
+            subject to the terms of the Agreement; and
+
+        (iii) mark the Protected Items as commercial computer software and
+            commercial computer software documentation developed at private
+            expense. In no event will you permit the U.S. Government to acquire
+            rights in Protected Items beyond those specified in 48 C.F.R.
+            52.227-19(b)(1)-(2) or 252.227-7013(c) except as expressly approved
+            by NVIDIA in writing.
+
+    14.5 Notices. Please direct your legal notices or other correspondence to
+        NVIDIA Corporation, 2788 San Tomas Expressway, Santa Clara, California
+        95051, United States of America, Attention: Legal Department, with a
+        copy emailed to legalnotices@nvidia.com. If NVIDIA needs to contact you
+        about the Software, you consent to receive the notices by email and
+        agree that such notices will satisfy any legal communication
+        requirements.
+
+    14.6 Force Majeure. Neither party will be liable during any period where an
+        event or circumstance prevents or delays that party from performing its
+        obligations under this Agreement and that event or circumstance:
+
+        (i) is not within the reasonable control of that party and is not the
+            result of that party's negligence, and
+
+        (ii) cannot be overcome or avoided by that party using reasonably
+            diligent efforts.
+
+    14.7 Severability and Amendment. If a court of competent jurisdiction rules
+        that a provision of this Agreement is unenforceable, that provision
+        will be deemed modified to the extent necessary to make it enforceable
+        and the remainder of this Agreement will continue in full force and
+        effect. Any amendment to this Agreement must be in writing and signed
+        by authorized representatives of both parties.
+
+    14.8 Construction. The headings in the Agreement are included solely for
+        convenience and are not intended to affect the meaning or
+        interpretation of the Agreement. As required by the context of the
+        Agreement, the singular of a term includes the plural and vice versa.
+
+    14.9 Entire Agreement. Regarding the subject matter of this Agreement, the
+    parties agree that
+
+        (i) this Agreement constitutes the entire and exclusive agreement
+            between the parties and supersedes all prior and contemporaneous
+            communications and
+
+        (ii) any additional or different terms or conditions, whether contained
+            in purchase orders, order acknowledgments, invoices or otherwise,
+            will not be binding and are null and void.
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diff --git a/scripts/migrate_from_jekyll.py b/scripts/migrate_from_jekyll.py
index 92db14b2086..b0ead3dd311 100644
--- a/scripts/migrate_from_jekyll.py
+++ b/scripts/migrate_from_jekyll.py
@@ -12,7 +12,7 @@
 from pathlib import Path
 
 SOURCE = Path(sys.argv[1] if len(sys.argv) > 1 else "/tmp/rapidsai-docs-jekyll-upstream-main")
-DESTINATION = Path(__file__).resolve().parents[1] / "source"
+DESTINATION = Path(__file__).resolve().parents[1]
 
 
 def split_front_matter(text: str) -> tuple[str, str]:
diff --git a/scripts/validate_site.py b/scripts/validate_site.py
index ce64c0e1ae0..1a9fb91c9b8 100644
--- a/scripts/validate_site.py
+++ b/scripts/validate_site.py
@@ -11,7 +11,7 @@
 from xml.etree import ElementTree
 
 ROOT = Path(__file__).resolve().parents[1]
-SOURCE_NOTICES = ROOT / "source" / "notices"
+SOURCE_NOTICES = ROOT / "notices"
 
 REQUIRED_PAGES = [
     "index.html",
diff --git a/source/SECURITY.md b/source/SECURITY.md
deleted file mode 100644
index 8c72c173967..00000000000
--- a/source/SECURITY.md
+++ /dev/null
@@ -1,44 +0,0 @@
----
-orphan: true
----
-# Security
-
-## Reporting Security Issues
-
-```{warning}
-Do not report security vulnerabilities through public GitHub issues!
-```
-
-Instead, please submit a private vulnerability report, see below.
-
-## Reporting a Vulnerability
-
-1. **NVIDIA Vulnerability Disclosure Program (preferred)**
-   Submit through the NVIDIA Product Security Incident Response Team (PSIRT) web form (<https://www.nvidia.com/en-us/security/report-vulnerability/>)
-   This is the fastest path to triage and tracking.
-
-2. **Email NVIDIA PSIRT**
-   `psirt@nvidia.com` — encrypt sensitive reports with the
-   [NVIDIA PSIRT PGP key](https://www.nvidia.com/en-us/security/pgp-key).
-
-3. **GitHub Private Vulnerability Reporting**
-   Use the **Security and quality** tab on this repository → *Report a vulnerability*.
-
-## Report Details
-
-We prefer all communications to be in English.
-
-Reports should include the following:
-
-* reproducible example showing how the vulnerability can be exploited
-* statement about the impact (including affected versions)
-
-And we'd appreciate if they also include:
-
-* statement about whether you are interested in implementing the fix yourself
-
-## Disclosure Policy
-
-NVIDIA PSIRT will acknowledge receipt and coordinate triage, fix development, and coordinated disclosure.
-
-More on NVIDIA's response process: <https://www.nvidia.com/en-us/security/psirt-policies/>.
diff --git a/source/assets/images/seaborn-logo.svg b/source/assets/images/seaborn-logo.svg
deleted file mode 100644
index f0278d560a6..00000000000
--- a/source/assets/images/seaborn-logo.svg
+++ /dev/null
@@ -1,5216 +0,0 @@
-<?xml version="1.0" encoding="utf-8" standalone="no"?>
-<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
-  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<!-- Created with matplotlib (https://matplotlib.org/) -->
-<svg height="170.634375pt" version="1.1" viewBox="0 0 595.9575 170.634375" width="595.9575pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
- <metadata>
-  <rdf:RDF xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
-   <cc:Work>
-    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2020-09-07T14:13:58.676334</dc:date>
-    <dc:format>image/svg+xml</dc:format>
-    <dc:creator>
-     <cc:Agent>
-      <dc:title>Matplotlib v3.3.1, https://matplotlib.org/</dc:title>
-     </cc:Agent>
-    </dc:creator>
-   </cc:Work>
-  </rdf:RDF>
- </metadata>
- <defs>
-  <style type="text/css">*{stroke-linecap:butt;stroke-linejoin:round;}</style>
- </defs>
- <g id="figure_1">
-  <g id="patch_1">
-   <path d="M 0 170.634375
-L 595.9575 170.634375
-L 595.9575 0
-L 0 0
-z
-" style="fill:none;"/>
-  </g>
-  <g id="axes_1">
-   <g id="patch_2">
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diff --git a/source/_static/css/custom.css b/sphinx/_static/css/custom.css
similarity index 100%
rename from source/_static/css/custom.css
rename to sphinx/_static/css/custom.css
diff --git a/source/_static/js/portal-analytics.js b/sphinx/_static/js/portal-analytics.js
similarity index 100%
rename from source/_static/js/portal-analytics.js
rename to sphinx/_static/js/portal-analytics.js
diff --git a/source/_templates/layout.html b/sphinx/_templates/layout.html
similarity index 100%
rename from source/_templates/layout.html
rename to sphinx/_templates/layout.html
diff --git a/source/conf.py b/sphinx/conf.py
similarity index 87%
rename from source/conf.py
rename to sphinx/conf.py
index c057e94a08f..9ece1236bca 100644
--- a/source/conf.py
+++ b/sphinx/conf.py
@@ -24,7 +24,21 @@
 
 source_suffix = {".md": "markdown"}
 master_doc = "index"
-exclude_patterns = ["assets/images/telemetry/mermaid-workflow.md"]
+include_patterns = [
+    "404.md",
+    "SECURITY.md",
+    "api.md",
+    "index.md",
+    "contributing/**",
+    "install/**",
+    "maintainers/**",
+    "notices/**",
+    "platform-support/**",
+    "releases/**",
+    "resources/**",
+    "user-guide/**",
+    "visualization/**",
+]
 templates_path = ["_templates"]
 
 myst_enable_extensions = [
@@ -41,7 +55,7 @@
 
 html_theme = "nvidia_sphinx_theme"
 html_static_path = ["_static"]
-html_extra_path = ["_redirects"]
+html_extra_path = ["../_redirects"]
 html_baseurl = "https://docs.rapids.ai/"
 html_scaled_image_link = False
 
diff --git a/tests/test_rendering.py b/tests/test_rendering.py
index 9df5134796f..6493f6b9474 100644
--- a/tests/test_rendering.py
+++ b/tests/test_rendering.py
@@ -7,7 +7,7 @@
 from extensions import rapids_docs
 
 ROOT = Path(__file__).resolve().parents[1]
-APP = SimpleNamespace(srcdir=str(ROOT / "source"))
+APP = SimpleNamespace(srcdir=str(ROOT))
 
 
 def test_data_driven_content() -> None:
@@ -46,7 +46,7 @@ def test_data_driven_content() -> None:
 
 def test_notice_metadata_and_indexes() -> None:
     data = rapids_docs._load_data(APP)
-    source_notices = list((ROOT / "source" / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md"))
+    source_notices = list((ROOT / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md"))
     assert len(data["notices"]) == len(source_notices)
 
     support_notices = rapids_docs._notice_table(data, "rsn")
@@ -57,3 +57,10 @@ def test_notice_metadata_and_indexes() -> None:
     pinned = rapids_docs._notice_table(data, pinned=True)
     pinned_notice = next(notice for notice in data["notices"] if notice.get("notice_pin"))
     assert f"{pinned_notice['notice_type'].upper()} {pinned_notice['notice_id']}" in pinned
+
+
+def test_github_alert_conversion() -> None:
+    source = "> [!WARNING]\n> Do not report security vulnerabilities publicly!\n"
+    converted = rapids_docs._convert_github_alerts(source)
+
+    assert converted == ("```{warning}\nDo not report security vulnerabilities publicly!\n```\n")
diff --git a/source/user-guide/index.md b/user-guide/index.md
similarity index 100%
rename from source/user-guide/index.md
rename to user-guide/index.md
diff --git a/source/visualization/index.md b/visualization/index.md
similarity index 100%
rename from source/visualization/index.md
rename to visualization/index.md

From ad33396fb24c2388c65889fa9eb9a4b22145617d Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 20:44:46 -0500
Subject: [PATCH 09/22] Use standard Jinja template syntax

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 extensions/rapids_docs.py            |  6 ------
 scripts/migrate_from_jekyll.py       |  9 +++------
 source/_includes/selector.html       |  8 ++++----
 source/api.md                        |  6 +++---
 source/install/index.md              |  4 ++--
 source/maintainers/forward-merger.md | 12 ++++++------
 source/maintainers/index.md          |  2 +-
 source/notices/index.md              |  2 +-
 source/notices/rdn/index.md          |  2 +-
 source/notices/rgn/index.md          |  2 +-
 source/notices/rsn/index.md          |  2 +-
 source/platform-support/index.md     |  2 +-
 source/releases/schedule.md          |  2 +-
 source/resources/reproducing-ci.md   |  2 +-
 source/resources/telemetry.md        | 10 ++++++++++
 source/user-guide/index.md           |  4 ++--
 source/visualization/index.md        | 16 ++++++++--------
 tests/test_rendering.py              | 13 +++++++++++++
 18 files changed, 59 insertions(+), 45 deletions(-)

diff --git a/extensions/rapids_docs.py b/extensions/rapids_docs.py
index 0436e14df11..869dd7f7445 100644
--- a/extensions/rapids_docs.py
+++ b/extensions/rapids_docs.py
@@ -351,12 +351,6 @@ def _jinja_environment(app) -> Environment:
         loader=FileSystemLoader(app.srcdir),
         undefined=StrictUndefined,
         autoescape=False,
-        variable_start_string="<<!",
-        variable_end_string="!>>",
-        block_start_string="[%",
-        block_end_string="%]",
-        comment_start_string="[#%",
-        comment_end_string="%#]",
         keep_trailing_newline=True,
     )
 
diff --git a/scripts/migrate_from_jekyll.py b/scripts/migrate_from_jekyll.py
index 92db14b2086..d2b1fc3ac0d 100644
--- a/scripts/migrate_from_jekyll.py
+++ b/scripts/migrate_from_jekyll.py
@@ -61,13 +61,10 @@ def convert_labels(lines: list[str]) -> list[str]:
 
 
 def convert_markdown(text: str, title: str) -> str:
-    text = text.replace("{% raw %}\n", "").replace("{% endraw %}\n", "")
     text = text.replace("{{ page.title }}", title)
+    text = text.replace("{{ site.data.releases.stable.version }}", "{{ releases.stable.version }}")
     text = text.replace(
-        "{{ site.data.releases.stable.version }}", "<<! releases.stable.version !>>"
-    )
-    text = text.replace(
-        "{{ site.data.releases.nightly.version }}", "<<! releases.nightly.version !>>"
+        "{{ site.data.releases.nightly.version }}", "{{ releases.nightly.version }}"
     )
     text = text.replace("{{ site.social.slack.url }}", "https://rapids.ai/slack-invite")
     text = text.replace("{{ 'notices/feed.xml' | absolute_url }}", "/notices/feed.xml")
@@ -79,7 +76,7 @@ def convert_markdown(text: str, title: str) -> str:
     text = re.sub(r'\{:\s*target="_blank"\s*}', "", text)
     text = re.sub(
         r"\{%\s*include\s+([A-Za-z0-9_.-]+)\.html(?:\s+[^%]*)?%}",
-        lambda match: f'[% include "_includes/{match.group(1)}.html" %]',
+        lambda match: '{% include "_includes/' + match.group(1) + '.html" %}',
         text,
     )
     text = "\n".join(convert_labels(text.splitlines())) + "\n"
diff --git a/source/_includes/selector.html b/source/_includes/selector.html
index 8d0a8274fb2..bee7fc97e22 100644
--- a/source/_includes/selector.html
+++ b/source/_includes/selector.html
@@ -450,10 +450,10 @@
             note_prefix: "<i class='fas fa-info-circle text-blue'></i>",
             rapids_meta_pkgs: ["cuDF", "cuML", "cuGraph", "nx-cugraph", "cuxfilter", "cuCIM", "RAFT", "cuVS"],
             getStableVersion() {
-                return "<<! releases.stable.version !>>";
+                return "{{ releases.stable.version }}";
             },
             getNightlyVersion() {
-                return "<<! releases.nightly.version !>>";
+                return "{{ releases.nightly.version }}";
             },
             getMethodHTML(method) {
                 var icon_class = "fa-solid fa-box-open";
@@ -605,7 +605,7 @@
                 // This has duplicate code, but makes for easier edits in the future
                 if (this.active_release === "Stable") {
                     index_url = `--${this.highlightFlag("extra-index-url")}=https://pypi.nvidia.com`;
-                    var version = this.removeLeadingZeros("<<! releases.stable.version !>>");
+                    var version = this.removeLeadingZeros("{{ releases.stable.version }}");
                     cuda_suffix = cuda_suffix + `==${version}.*`;
                     var libraryToPkg = (pkg) => {
                         pkg = pkg.toLowerCase();
@@ -617,7 +617,7 @@
                 }
                 else {
                     index_url = `--${this.highlightFlag("extra-index-url")}=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple`;
-                    var version = this.removeLeadingZeros("<<! releases.nightly.version !>>")
+                    var version = this.removeLeadingZeros("{{ releases.nightly.version }}")
                     cuda_suffix = cuda_suffix + `>=${version}.0a0,<=${version}`;
                     var libraryToPkg = (pkg) => {
                         pkg = pkg.toLowerCase();
diff --git a/source/api.md b/source/api.md
index 3cac61e27cc..1a35f1671d1 100644
--- a/source/api.md
+++ b/source/api.md
@@ -15,12 +15,12 @@ LEGACY
 
 ## RAPIDS APIs
 
-<<! api_docs("apis") !>>
+{{ api_docs("apis") }}
 
 ## RAPIDS Libraries
 
-<<! api_docs("libs") !>>
+{{ api_docs("libs") }}
 
 ## Inactive Projects
 
-<<! api_docs("inactive-projects") !>>
+{{ api_docs("inactive-projects") }}
diff --git a/source/install/index.md b/source/install/index.md
index 20636911cd0..db5a359a748 100644
--- a/source/install/index.md
+++ b/source/install/index.md
@@ -31,7 +31,7 @@ RAPIDS has several methods for installation, depending on the preferred environm
 # Install RAPIDS
 Use the selector tool below to select your preferred method, packages, and environment to install RAPIDS. Certain combinations may not be possible and are dimmed automatically.
 
-[% include "_includes/selector.html" %]
+{% include "_includes/selector.html" %}
 
 <br/>
 <div id="troubleshooting"></div>
@@ -88,7 +88,7 @@ To learn more about these changes, please see the [RAPIDS Container README](http
 
 <i class="fas fa-info-circle"></i> The following error message indicates a problem with your environment:
 ```
-ERROR: Could not find a version that satisfies the requirement cudf-cu12 (from versions: 0.0.1, <<! releases.stable.version !>>)
+ERROR: Could not find a version that satisfies the requirement cudf-cu12 (from versions: 0.0.1, {{ releases.stable.version }})
 ERROR: No matching distribution found for cudf-cu12
 ```
 Check the suggestions below for possible resolutions:
diff --git a/source/maintainers/forward-merger.md b/source/maintainers/forward-merger.md
index 7d276c4e588..0838d1d6ed9 100644
--- a/source/maintainers/forward-merger.md
+++ b/source/maintainers/forward-merger.md
@@ -22,18 +22,18 @@ During the release process, the branch for the next release is created and any p
 
 It is important to note that the forward-merge jobs will sometimes fail due to merge conflicts, and will request a manual merge to be done. *Never* use the GitHub Web UI to fix the merge conflicts as it will cause changes in the default branch to be merged into the release branch. Please use the following steps to fix the merge conflicts manually:
 
-Using the example of `release/<<! releases.stable.version !>>` release branch and default development branch of `main`.
+Using the example of `release/{{ releases.stable.version }}` release branch and default development branch of `main`.
 
 ```sh
-git checkout release/<<! releases.stable.version !>>
+git checkout release/{{ releases.stable.version }}
 git pull <rapidsai remote>
 git checkout main
 git pull <rapidsai remote>
-git checkout -b main-merge-release/<<! releases.stable.version !>>
-git merge --no-squash release/<<! releases.stable.version !>>
+git checkout -b main-merge-release/{{ releases.stable.version }}
+git merge --no-squash release/{{ releases.stable.version }}
 # Fix any merge conflicts caused by this merge
-git commit -am "Merge release/<<! releases.stable.version !>> into main"
-git push <personal fork> main-merge-release/<<! releases.stable.version !>>
+git commit -am "Merge release/{{ releases.stable.version }} into main"
+git push <personal fork> main-merge-release/{{ releases.stable.version }}
 ```
 
 Once this is done, open a PR that targets the default development branch (`main` in this example) with your changes.
diff --git a/source/maintainers/index.md b/source/maintainers/index.md
index 24ca7a40a46..efd1a6681dc 100644
--- a/source/maintainers/index.md
+++ b/source/maintainers/index.md
@@ -11,7 +11,7 @@ available for the community to review and provide feedback on.
 
 {bdg-primary}`Operations`
 
-<<! current_schedules() !>>
+{{ current_schedules() }}
 
 ```{toctree}
 :hidden:
diff --git a/source/notices/index.md b/source/notices/index.md
index b39f98af335..4effc5eba94 100644
--- a/source/notices/index.md
+++ b/source/notices/index.md
@@ -14,7 +14,7 @@ Notices are our means to communicate and document changes in the project to cont
 
 ## Recent and Important Notices
 
-<<! notice_table(pinned=True) !>>
+{{ notice_table(pinned=True) }}
 
 ```{toctree}
 :hidden:
diff --git a/source/notices/rdn/index.md b/source/notices/rdn/index.md
index cdfa51b9511..dbebfb33ff7 100644
--- a/source/notices/rdn/index.md
+++ b/source/notices/rdn/index.md
@@ -3,4 +3,4 @@
 Index of **RDN** notices for RAPIDS contributors and developers about updates to
 development practices.
 
-<<! notice_table("rdn") !>>
+{{ notice_table("rdn") }}
diff --git a/source/notices/rgn/index.md b/source/notices/rgn/index.md
index 927d515653e..f1738c8f4b9 100644
--- a/source/notices/rgn/index.md
+++ b/source/notices/rgn/index.md
@@ -3,4 +3,4 @@
 Index of **RGN** notices for project-wide announcements and updates, including
 breaking changes.
 
-<<! notice_table("rgn") !>>
+{{ notice_table("rgn") }}
diff --git a/source/notices/rsn/index.md b/source/notices/rsn/index.md
index 15ea832e623..01a3cf09bf8 100644
--- a/source/notices/rsn/index.md
+++ b/source/notices/rsn/index.md
@@ -3,4 +3,4 @@
 Index of **RSN** notices for announcements and updates about RAPIDS support for CUDA,
 Python, operating systems, platforms, and compilers.
 
-<<! notice_table("rsn") !>>
+{{ notice_table("rsn") }}
diff --git a/source/platform-support/index.md b/source/platform-support/index.md
index f900606bfec..c41d67a0e06 100644
--- a/source/platform-support/index.md
+++ b/source/platform-support/index.md
@@ -13,4 +13,4 @@ built for the latest virtual architecture.
 
 For installation instructions, see the [Installation Guide](/install/).
 
-<<! platform_support_content() !>>
+{{ platform_support_content() }}
diff --git a/source/releases/schedule.md b/source/releases/schedule.md
index 4270db9f8f8..a2460937854 100644
--- a/source/releases/schedule.md
+++ b/source/releases/schedule.md
@@ -17,4 +17,4 @@ page.
 
 Historical list of completed releases.
 
-<<! previous_schedules() !>>
+{{ previous_schedules() }}
diff --git a/source/resources/reproducing-ci.md b/source/resources/reproducing-ci.md
index ca6d01ec12c..1c610818aa9 100644
--- a/source/resources/reproducing-ci.md
+++ b/source/resources/reproducing-ci.md
@@ -157,7 +157,7 @@ export RAPIDS_REPOSITORY=rapidsai/cugraph
 
 export RAPIDS_REF_NAME=pull-request/3258 # use this type of value for "pull-request" builds
 export RAPIDS_REF_NAME=main # use this type of value for "nightly" builds
-export RAPIDS_REF_NAME=release/<<! releases.stable.version !>> # for "branch" builds use the branch names
+export RAPIDS_REF_NAME=release/{{ releases.stable.version }} # for "branch" builds use the branch names
 
 export RAPIDS_NIGHTLY_DATE=2025-12-12 # this variable is only necessary for "nightly" builds
 
diff --git a/source/resources/telemetry.md b/source/resources/telemetry.md
index 1fa2882dd88..991b4784ffd 100644
--- a/source/resources/telemetry.md
+++ b/source/resources/telemetry.md
@@ -35,6 +35,7 @@ implementation details. In the top-level workflow, such as
 
 * Add a job for telemetry-setup, and add that job name to the pr-builder `needs` collection.
 
+{% raw %}
 ```
 jobs:
   # Please keep pr-builder as the top job here
@@ -57,6 +58,7 @@ jobs:
         if: ${{ vars.TELEMETRY_ENABLED == 'true' }}
         uses: rapidsai/shared-actions/telemetry-dispatch-stash-base-env-vars@main
 ```
+{% endraw %}
 
 * Add `telemetry-setup` as a `needs:` entry for all jobs at the top of the tree. The purpose is to communicate telemetry variables that any job may use - even the `checks.yaml` job. `needs:` that generally catch the required jobs are:
 
@@ -80,6 +82,7 @@ Syntax for the `ignored_pr_jobs` is space-separated within the quotes.
 
 * Run the parsing and submission script job as the final job - after `pr-builder`:
 
+{% raw %}
 ```
   telemetry-summarize:
     # This job must use a self-hosted runner to record telemetry traces.
@@ -91,6 +94,7 @@ Syntax for the `ignored_pr_jobs` is space-separated within the quotes.
       - name: Telemetry summarize
         uses: rapidsai/shared-actions/telemetry-dispatch-summarize@main
 ```
+{% endraw %}
 
 > NOTE: pay special attention to the `runs-on` entry. This is what dictates that the job runs on a self-hosted runner, which is necessary for network access control.
 
@@ -168,6 +172,7 @@ environment variables that we load ensures that if any build tool natively
 supports OpenTelemetry, it has the necessary information to send that data (job
 needs to be on a self-hosted runner)
 
+{% raw %}
 ```
 jobs:
   build:
@@ -179,6 +184,7 @@ jobs:
         with:
             extra_attributes: "rapids.operation=build-cpp,rapids.package_type=conda,rapids.cuda=${{ matrix.CUDA_VER }},rapids.py=${{ matrix.PY_VER }},rapids.arch=${{ matrix.ARCH }},rapids.linux=${{ matrix.LINUX_VER }}"
 ```
+{% endraw %}
 
 Passing in the `extra_attributes` parameter appends these comma-separated
 key=value pairs to the `OTEL_RESOURCE_ATTRIBUTES` environment variable. This is
@@ -316,14 +322,18 @@ Additional span attributes get added by [the python script that uses the OpenTel
 
 
 From [conda-cpp-build.yaml](https://github.com/rapidsai/shared-workflows/blob/ece43bbc9347340721e5cc576e6ba69148176d3f/.github/workflows/conda-cpp-build.yaml#L145):
+{% raw %}
 ```
 "rapids.PACKAGER=conda,rapids.CUDA_VER=${{ matrix.CUDA_VER }},rapids.PY_VER=${{ matrix.PY_VER }},rapids.ARCH=${{ matrix.ARCH }},rapids.LINUX_VER=${{ matrix.LINUX_VER }}"
 ```
+{% endraw %}
 
 From [wheels-test.yaml](https://github.com/rapidsai/shared-workflows/blob/ece43bbc9347340721e5cc576e6ba69148176d3f/.github/workflows/wheels-test.yaml#L198):
+{% raw %}
 ```
 "rapids.PACKAGER=wheel,rapids.CUDA_VER=${{ matrix.CUDA_VER }},rapids.PY_VER=${{ matrix.PY_VER }},rapids.ARCH=${{ matrix.ARCH }},rapids.LINUX_VER=${{ matrix.LINUX_VER }},rapids.GPU=${{ matrix.GPU }},rapids.DRIVER=${{ matrix.DRIVER }},rapids.DEPENDENCIES=${{ matrix.DEPENDENCIES }}"
 ```
+{% endraw %}
 
 #### Filter out docker stuff outside of builds
 
diff --git a/source/user-guide/index.md b/source/user-guide/index.md
index 02817ce38fe..a489d776de1 100644
--- a/source/user-guide/index.md
+++ b/source/user-guide/index.md
@@ -19,7 +19,7 @@ The RAPIDS data science framework is a collection of libraries for running end-t
 
 
 **<i class="fa-solid fa-list"></i> Accelerated Machine Learning with [cuML](https://github.com/rapidsai/cuml)**:
- Start with the [User Guide](/api/cuml/stable/user_guide/) and the [Estimator Intro](https://github.com/rapidsai/cuml/blob/branch-<<! releases.stable.version !>>/docs/source/estimator_intro.ipynb), showcasing basic machine learning for training and evaluating machine learning models in cuML. The [Intro and key concepts for cuML](/api/cuml/stable/cuml_intro/) is helpful as well.
+ Start with the [User Guide](/api/cuml/stable/user_guide/) and the [Estimator Intro](https://github.com/rapidsai/cuml/blob/branch-{{ releases.stable.version }}/docs/source/estimator_intro.ipynb), showcasing basic machine learning for training and evaluating machine learning models in cuML. The [Intro and key concepts for cuML](/api/cuml/stable/cuml_intro/) is helpful as well.
 
 
 **<i class="fa-solid fa-code-branch"></i> Graph Analytics with [cuGraph](https://github.com/rapidsai/cugraph)**:
@@ -35,7 +35,7 @@ The RAPIDS data science framework is a collection of libraries for running end-t
 
 
 **<i class="fa-solid fa-images"></i> Computer Vision and Analytics with [cuCIM](https://github.com/rapidsai/cucim)**:
- Start with the [Welcome Notebook](https://github.com/rapidsai/cucim/blob/branch-<<! releases.stable.version !>>/notebooks/Welcome.ipynb) for links to resources guides and a good overview of the project structure.
+ Start with the [Welcome Notebook](https://github.com/rapidsai/cucim/blob/branch-{{ releases.stable.version }}/notebooks/Welcome.ipynb) for links to resources guides and a good overview of the project structure.
 
 
 **<i class="fa-solid fa-code"></i> Algorithms and Primitives for Scientific Computing, Data Science and Machine Learning with [RAFT](https://github.com/rapidsai/raft)**:
diff --git a/source/visualization/index.md b/source/visualization/index.md
index 94dff15a1f7..99b525a0e6b 100644
--- a/source/visualization/index.md
+++ b/source/visualization/index.md
@@ -33,10 +33,10 @@ The below libraries directly use RAPIDS cuDF/Dask-cuDF and/or cuSpatial to creat
 :::{note}
 **Web Hosted vs Local Hosted Chart Interaction**
 
-When interacting with this page through a website, the interactive examples below are all **static and use pre-computed data.** To run a true interactive version, host through the **active** instance found on our [cuxfilter GitHub Notebooks](https://github.com/rapidsai/cuxfilter/tree/branch-<<! releases.stable.version !>>/notebooks/RAPIDS%20Visualization%20Guide).
+When interacting with this page through a website, the interactive examples below are all **static and use pre-computed data.** To run a true interactive version, host through the **active** instance found on our [cuxfilter GitHub Notebooks](https://github.com/rapidsai/cuxfilter/tree/branch-{{ releases.stable.version }}/notebooks/RAPIDS%20Visualization%20Guide).
 :::
 
-[% include "_includes/viz-cdn-js-css.html" %]
+{% include "_includes/viz-cdn-js-css.html" %}
 
 <br/><br/>
 # Featured Libraries
@@ -52,7 +52,7 @@ When interacting with this page through a website, the interactive examples belo
 - Read about [RAPIDS compatibility](https://holoviews.org/reference_manual/holoviews.core.data.html?highlight=cudf#module-holoviews.core.data.cudf).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-[% include "_includes/holoviews.html" %]
+{% include "_includes/holoviews.html" %}
 
 <a id='hvplot'></a><br/>
 <img src="/assets/images/hvplot-logo.png" width="90px" class="visualization-logo">
@@ -65,7 +65,7 @@ When interacting with this page through a website, the interactive examples belo
 - Read about [RAPIDS compatibility](https://hvplot.holoviz.org/user_guide/Introduction.html?highlight=rapids#).
 <br/>
 **Run an interactive example and cpu / gpu code comparison below:**
-[% include "_includes/hvplot.html" %]
+{% include "_includes/hvplot.html" %}
 
 <a id='datashader'></a><br/>
 <img src="/assets/images/datashader-logo.png" width="150px" class="visualization-logo">
@@ -78,7 +78,7 @@ When interacting with this page through a website, the interactive examples belo
 - Read about [RAPIDS compatibility](https://datashader.org/user_guide/Performance.html?highlight=cudf#data-objects).
 <br/>
 **Run an interactive example and cpu / gpu code comparison below:**
-[% include "_includes/datashader.html" %]
+{% include "_includes/datashader.html" %}
 
 
 
@@ -92,7 +92,7 @@ When interacting with this page through a website, the interactive examples belo
 - Read about [RAPIDS compatibility](https://dash.plotly.com/holoviews#gpu-accelerating-datashader-and-linked-selections-with-rapids).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-[% include "_includes/plotly.html" %]
+{% include "_includes/plotly.html" %}
 
 
 <a id='bokeh'></a><br/>
@@ -106,7 +106,7 @@ When interacting with this page through a website, the interactive examples belo
 - Further [Documentation](https://docs.bokeh.org/en/latest/).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-[% include "_includes/bokeh.html" %]
+{% include "_includes/bokeh.html" %}
 
 
 
@@ -121,7 +121,7 @@ When interacting with this page through a website, the interactive examples belo
 - Further [Documentation](https://seaborn.pydata.org/api.html).
 
 **Run an interactive example and cpu / gpu code comparison below:**
-[% include "_includes/seaborn.html" %]
+{% include "_includes/seaborn.html" %}
 
 <br/><br/>
 
diff --git a/tests/test_rendering.py b/tests/test_rendering.py
index 9df5134796f..bc62d890acf 100644
--- a/tests/test_rendering.py
+++ b/tests/test_rendering.py
@@ -44,6 +44,19 @@ def test_data_driven_content() -> None:
     assert "PROPOSED" in schedules
 
 
+def test_standard_jinja_syntax_and_raw_blocks() -> None:
+    app = SimpleNamespace(srcdir=str(ROOT / "source"))
+    app.rapids_portal_data = rapids_docs._load_data(app)
+    template = rapids_docs._jinja_environment(app).from_string(
+        "{{ releases.stable.version }}\n{% raw %}${{ matrix.PY_VER }}{% endraw %}\n"
+    )
+
+    rendered = template.render(rapids_docs._context(app))
+    stable_version = app.rapids_portal_data["releases"]["stable"]["version"]
+
+    assert rendered == stable_version + "\n${{ matrix.PY_VER }}\n"
+
+
 def test_notice_metadata_and_indexes() -> None:
     data = rapids_docs._load_data(APP)
     source_notices = list((ROOT / "source" / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md"))

From 61cb205053150f8d6adfe39a28ed391d1babab02 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 20:46:52 -0500
Subject: [PATCH 10/22] Skip portal API page during docs customization

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 ci/customization/customize_doc.py |  4 ++++
 tests/test_customization.py       | 11 +++++++++++
 2 files changed, 15 insertions(+)

diff --git a/ci/customization/customize_doc.py b/ci/customization/customize_doc.py
index bddbe382e6f..4706e13c046 100644
--- a/ci/customization/customize_doc.py
+++ b/ci/customization/customize_doc.py
@@ -11,6 +11,7 @@
 import re
 import sys
 from concurrent.futures import ProcessPoolExecutor
+from pathlib import Path
 
 import yaml
 from bs4 import BeautifulSoup
@@ -41,6 +42,9 @@ def initialize_worker(
 
 def customize_manifest_file(filepath: str) -> None:
     """Customizes one HTML file from the generated manifest."""
+    if Path(filepath).parts[-2:] == ("api", "index.html"):
+        return
+
     project_name = get_lib_from_fp(
         lib_path_dict=LIB_PATH_DICT,
         filepath=filepath,
diff --git a/tests/test_customization.py b/tests/test_customization.py
index 550bfb70b58..d4bc6ec8a4c 100644
--- a/tests/test_customization.py
+++ b/tests/test_customization.py
@@ -14,6 +14,17 @@
 SPEC.loader.exec_module(customize_doc)
 
 
+def test_portal_api_index_is_skipped(tmp_path: Path) -> None:
+    page = tmp_path / "api" / "index.html"
+    page.parent.mkdir(parents=True)
+    original = "<html><body>Portal API landing page</body></html>"
+    page.write_text(original)
+
+    customize_doc.customize_manifest_file(str(page))
+
+    assert page.read_text() == original
+
+
 def test_nvidia_theme_selector_injection(tmp_path: Path) -> None:
     page = tmp_path / "api" / "cudf" / "26.06" / "index.html"
     page.parent.mkdir(parents=True)

From 4d49de066c4c43e3eec54a291574af1692f6dc7b Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Tue, 7 Jul 2026 01:48:44 +0000
Subject: [PATCH 11/22] Remove Jekyll parity fixture

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 Makefile                            |     1 -
 README.md                           |     2 -
 scripts/compare_routes.py           |   157 -
 tests/fixtures/jekyll_manifest.json | 14123 --------------------------
 4 files changed, 14283 deletions(-)
 delete mode 100644 scripts/compare_routes.py
 delete mode 100644 tests/fixtures/jekyll_manifest.json

diff --git a/Makefile b/Makefile
index 1fb878533cc..dc2c053f77d 100644
--- a/Makefile
+++ b/Makefile
@@ -26,7 +26,6 @@ test:
 
 validate:
 	$(UV) run python scripts/validate_site.py _site
-	$(UV) run python scripts/compare_routes.py tests/fixtures/jekyll_manifest.json _site
 
 check: lint test html validate
 
diff --git a/README.md b/README.md
index ed8f6f6c0b5..6e6178f395b 100644
--- a/README.md
+++ b/README.md
@@ -58,5 +58,3 @@ production site.
 
 The Sphinx portal was initially migrated from the Jekyll site at
 [`rapidsai/docs@b6afa0c`](https://github.com/rapidsai/docs/commit/b6afa0cbf4ddfc4c0a21f7c79b18631f214fd759).
-The route and content fixture in `tests/fixtures/jekyll_manifest.json` preserves
-that publication baseline.
diff --git a/scripts/compare_routes.py b/scripts/compare_routes.py
deleted file mode 100644
index feb6de59d78..00000000000
--- a/scripts/compare_routes.py
+++ /dev/null
@@ -1,157 +0,0 @@
-#!/usr/bin/env python3
-# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
-# SPDX-License-Identifier: Apache-2.0
-
-"""Compare Sphinx routes, headings, and normalized content with Jekyll."""
-
-from __future__ import annotations
-
-import argparse
-import json
-import re
-import unicodedata
-from collections import Counter
-from pathlib import Path
-
-from bs4 import BeautifulSoup
-
-SOURCE_COMMIT = "b6afa0cbf4ddfc4c0a21f7c79b18631f214fd759"
-MINIMUM_CONTENT_COVERAGE = 0.90
-HEADING_RENAMES = {
-    "/install/": {"jupyterlab.": "jupyterlab"},
-}
-HEADING_OMISSIONS = {
-    "/visualization/": {"note: web hosted vs local hosted chart interaction"},
-}
-
-
-def routes(root: Path) -> set[str]:
-    output = set()
-    for path in root.rglob("index.html"):
-        relative = path.relative_to(root)
-        if relative.parts[0] == "assets":
-            continue
-        route = "/" + "/".join(relative.parts[:-1])
-        output.add(route.rstrip("/") + "/")
-    return output
-
-
-def _page_path(root: Path, route: str) -> Path:
-    if route == "/":
-        return root / "index.html"
-    return root / route.strip("/") / "index.html"
-
-
-def _normalize(value: str) -> str:
-    value = unicodedata.normalize("NFKD", value).lower()
-    value = value.replace("`", "").replace("\u2019", "'").replace("\u2018", "'")
-    value = re.sub(r"\s+#$", "", value)
-    return re.sub(r"\s+", " ", value).strip()
-
-
-def _page_data(path: Path, *, jekyll: bool) -> dict:
-    soup = BeautifulSoup(path.read_text(errors="ignore"), "html.parser")
-    main = soup.select_one("#main-content" if jekyll else "article.bd-article") or soup
-
-    if jekyll:
-        # just-the-docs appends child navigation after the authored content.
-        for heading in list(main.select("h1,h2,h3,h4,h5,h6")):
-            if _normalize(heading.get_text(" ", strip=True)) == "table of contents":
-                for following in list(heading.find_all_next()):
-                    following.decompose()
-                heading.decompose()
-
-    headings = [
-        _normalize(heading.get_text(" ", strip=True))
-        for heading in main.select("h1,h2,h3,h4,h5,h6")
-    ]
-    for element in main.select("script,style,nav,.toc,.headerlink"):
-        element.decompose()
-    text = main.get_text(" ", strip=True)
-    # The Jekyll visualization includes contain malformed en-dash HTML comment
-    # delimiters. Browsers display those license comments as text, while MyST
-    # correctly preserves them as non-visible HTML comments.
-    text = re.sub(
-        r"<![–-]\s*SPDX-FileCopyrightText:.*?SPDX-License-Identifier:\s*Apache-2\.0\s*[–-]>",
-        " ",
-        text,
-        flags=re.IGNORECASE,
-    )
-    text = _normalize(text)
-    words = Counter(re.findall(r"[a-z0-9]+", text))
-    return {"headings": headings, "words": dict(sorted(words.items()))}
-
-
-def _write_manifest(jekyll_site: Path, output: Path) -> None:
-    pages = {
-        route: _page_data(_page_path(jekyll_site, route), jekyll=True)
-        for route in sorted(routes(jekyll_site))
-    }
-    manifest = {"source_commit": SOURCE_COMMIT, "pages": pages}
-    output.parent.mkdir(parents=True, exist_ok=True)
-    output.write_text(json.dumps(manifest, indent=2, sort_keys=True) + "\n")
-    print(f"Recorded {len(pages)} Jekyll pages from {SOURCE_COMMIT}")
-
-
-def _compare(manifest_path: Path, sphinx_site: Path) -> None:
-    manifest = json.loads(manifest_path.read_text())
-    if manifest["source_commit"] != SOURCE_COMMIT:
-        raise SystemExit("Baseline manifest has an unexpected source commit")
-
-    failures = []
-    coverages = []
-    for route, expected in manifest["pages"].items():
-        path = _page_path(sphinx_site, route)
-        if not path.exists():
-            failures.append(f"{route}: route is missing")
-            continue
-
-        actual = _page_data(path, jekyll=False)
-        missing_headings = [
-            heading
-            for heading in expected["headings"]
-            if heading not in HEADING_OMISSIONS.get(route, set())
-            if HEADING_RENAMES.get(route, {}).get(heading, heading) not in actual["headings"]
-        ]
-        if missing_headings:
-            failures.append(f"{route}: missing headings: {', '.join(missing_headings)}")
-
-        expected_words = Counter(expected["words"])
-        actual_words = Counter(actual["words"])
-        coverage = sum((expected_words & actual_words).values()) / sum(expected_words.values())
-        coverages.append((coverage, route))
-        if coverage < MINIMUM_CONTENT_COVERAGE:
-            failures.append(
-                f"{route}: normalized content coverage is {coverage:.1%}, "
-                f"below {MINIMUM_CONTENT_COVERAGE:.0%}"
-            )
-
-    if failures:
-        raise SystemExit("Jekyll parity validation failed:\n- " + "\n- ".join(failures))
-
-    minimum, minimum_route = min(coverages)
-    print(
-        f"Validated {len(manifest['pages'])} Jekyll routes and headings; "
-        f"minimum normalized content coverage is {minimum:.1%} ({minimum_route})"
-    )
-
-
-def main() -> None:
-    parser = argparse.ArgumentParser()
-    parser.add_argument("baseline", type=Path)
-    parser.add_argument("sphinx", type=Path)
-    parser.add_argument(
-        "--write",
-        action="store_true",
-        help="write a baseline manifest from a Jekyll site instead of comparing",
-    )
-    args = parser.parse_args()
-
-    if args.write:
-        _write_manifest(args.baseline, args.sphinx)
-    else:
-        _compare(args.baseline, args.sphinx)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/tests/fixtures/jekyll_manifest.json b/tests/fixtures/jekyll_manifest.json
deleted file mode 100644
index cb5f63a34ac..00000000000
--- a/tests/fixtures/jekyll_manifest.json
+++ /dev/null
@@ -1,14123 +0,0 @@
-{
-  "pages": {
-    "/": {
-      "headings": [
-        "rapids documentation and resources",
-        "sections",
-        "stay connected",
-        "docs issues or feedback"
-      ],
-      "words": {
-        "a": 1,
-        "ai": 1,
-        "an": 1,
-        "and": 1,
-        "any": 1,
-        "api": 1,
-        "are": 1,
-        "connected": 1,
-        "contribute": 1,
-        "deployment": 1,
-        "docs": 2,
-        "documentation": 5,
-        "encountered": 1,
-        "feedback": 2,
-        "file": 1,
-        "for": 4,
-        "general": 1,
-        "github": 1,
-        "guide": 3,
-        "guides": 2,
-        "help": 1,
-        "here": 1,
-        "incorrect": 1,
-        "information": 2,
-        "installation": 1,
-        "issue": 1,
-        "issues": 1,
-        "looking": 1,
-        "maintainer": 1,
-        "more": 1,
-        "new": 1,
-        "notices": 1,
-        "of": 1,
-        "on": 1,
-        "or": 3,
-        "overall": 1,
-        "overflow": 1,
-        "part": 1,
-        "platform": 1,
-        "problems": 1,
-        "project": 1,
-        "rapids": 7,
-        "re": 1,
-        "resources": 1,
-        "sections": 1,
-        "serves": 1,
-        "site": 2,
-        "slack": 1,
-        "stack": 1,
-        "stay": 1,
-        "support": 1,
-        "team": 1,
-        "the": 4,
-        "this": 2,
-        "to": 3,
-        "twitter": 1,
-        "unexpected": 1,
-        "unify": 1,
-        "user": 1,
-        "visit": 1,
-        "visualization": 1,
-        "whether": 1,
-        "will": 1,
-        "you": 2
-      }
-    },
-    "/SECURITY/": {
-      "headings": [
-        "security",
-        "reporting security issues",
-        "reporting a vulnerability",
-        "report details",
-        "disclosure policy"
-      ],
-      "words": {
-        "a": 3,
-        "about": 2,
-        "acknowledge": 1,
-        "affected": 1,
-        "all": 1,
-        "also": 1,
-        "and": 5,
-        "appreciate": 1,
-        "are": 1,
-        "be": 2,
-        "below": 1,
-        "can": 1,
-        "com": 3,
-        "communications": 1,
-        "coordinate": 1,
-        "coordinated": 1,
-        "d": 1,
-        "details": 1,
-        "development": 1,
-        "disclosure": 3,
-        "do": 1,
-        "email": 1,
-        "en": 2,
-        "encrypt": 1,
-        "english": 1,
-        "example": 1,
-        "exploited": 1,
-        "fastest": 1,
-        "fix": 2,
-        "following": 1,
-        "form": 1,
-        "github": 2,
-        "how": 1,
-        "https": 2,
-        "if": 1,
-        "impact": 1,
-        "implementing": 1,
-        "in": 2,
-        "incident": 1,
-        "include": 2,
-        "including": 1,
-        "instead": 1,
-        "interested": 1,
-        "is": 1,
-        "issues": 2,
-        "key": 1,
-        "more": 1,
-        "not": 1,
-        "nvidia": 9,
-        "on": 2,
-        "path": 1,
-        "pgp": 1,
-        "please": 1,
-        "policies": 1,
-        "policy": 1,
-        "prefer": 1,
-        "preferred": 1,
-        "private": 2,
-        "process": 1,
-        "product": 1,
-        "program": 1,
-        "psirt": 6,
-        "public": 1,
-        "quality": 1,
-        "receipt": 1,
-        "report": 5,
-        "reporting": 3,
-        "reports": 2,
-        "repository": 1,
-        "reproducible": 1,
-        "response": 2,
-        "s": 1,
-        "security": 7,
-        "see": 1,
-        "sensitive": 1,
-        "should": 1,
-        "showing": 1,
-        "statement": 2,
-        "submit": 2,
-        "tab": 1,
-        "team": 1,
-        "the": 8,
-        "they": 1,
-        "this": 2,
-        "through": 2,
-        "to": 2,
-        "tracking": 1,
-        "triage": 2,
-        "us": 2,
-        "use": 1,
-        "versions": 1,
-        "vulnerabilities": 1,
-        "vulnerability": 7,
-        "warning": 1,
-        "we": 2,
-        "web": 1,
-        "whether": 1,
-        "will": 1,
-        "with": 1,
-        "www": 2,
-        "you": 1,
-        "yourself": 1
-      }
-    },
-    "/api/": {
-      "headings": [
-        "rapids api docs",
-        "rapids apis",
-        "cudf",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "dask-cudf",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "cuml",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "cugraph",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "cuxfilter",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "java + cudf",
-        "docs stable (26.06) | legacy (26.04)",
-        "links changelog | github",
-        "cucim",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "cuvs",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "kvikio",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "raft",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "dask-cuda",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "rmm",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "rapidsmpf",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links github",
-        "ucxx",
-        "docs stable (0.50) | nightly (0.51)",
-        "links changelog | github",
-        "nvforest",
-        "docs stable (26.06) | nightly (26.08)",
-        "links changelog | github",
-        "rapids libraries",
-        "libcudf",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "libcuml",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "libkvikio",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "librapidsmpf",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links github",
-        "libucxx",
-        "docs stable (0.50) | nightly (0.51) | legacy (0.49)",
-        "links github",
-        "rapids-cmake",
-        "docs stable (26.06) | nightly (26.08) | legacy (26.04)",
-        "links changelog | github",
-        "inactive projects",
-        "cuproj",
-        "docs stable (25.04) | legacy (25.02)",
-        "links changelog | github",
-        "cusignal",
-        "docs",
-        "links changelog | github",
-        "cuspatial",
-        "docs stable (25.04) | legacy (25.02)",
-        "links changelog | github",
-        "libcuproj",
-        "docs stable (25.04) | legacy (25.02)",
-        "links changelog | github",
-        "libcuspatial",
-        "docs stable (25.04) | legacy (25.02)",
-        "links changelog | github"
-      ],
-      "words": {
-        "0": 5,
-        "02": 4,
-        "04": 22,
-        "06": 19,
-        "08": 18,
-        "25": 8,
-        "26": 55,
-        "49": 1,
-        "50": 2,
-        "51": 2,
-        "9im": 2,
-        "a": 25,
-        "accelerated": 7,
-        "access": 1,
-        "acts": 1,
-        "addition": 1,
-        "aggregating": 1,
-        "algorithms": 4,
-        "all": 2,
-        "allocation": 1,
-        "allocations": 1,
-        "allocator": 2,
-        "allow": 1,
-        "allows": 1,
-        "also": 2,
-        "an": 3,
-        "analysis": 2,
-        "analytics": 1,
-        "and": 26,
-        "apache": 1,
-        "api": 1,
-        "apis": 2,
-        "are": 2,
-        "arrow": 1,
-        "as": 1,
-        "asynchronous": 1,
-        "at": 1,
-        "available": 2,
-        "be": 3,
-        "been": 1,
-        "below": 2,
-        "between": 3,
-        "binary": 2,
-        "bindings": 3,
-        "biomedical": 1,
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-        "built": 1,
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-        "c": 12,
-        "central": 1,
-        "changelog": 23,
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-        "coordinate": 4,
-        "coordinates": 2,
-        "core": 1,
-        "cpus": 1,
-        "crses": 2,
-        "cucim": 2,
-        "cuda": 8,
-        "cudf": 9,
-        "cufile": 1,
-        "cugraph": 4,
-        "cuml": 3,
-        "cuproj": 2,
-        "cupy": 2,
-        "current": 2,
-        "cusignal": 2,
-        "cuspatial": 2,
-        "cuvs": 2,
-        "cuxfilter": 2,
-        "dashboard": 1,
-        "dask": 6,
-        "data": 1,
-        "dataframe": 4,
-        "dataframes": 2,
-        "de": 2,
-        "deallocation": 1,
-        "decision": 1,
-        "deployment": 1,
-        "description": 1,
-        "designed": 1,
-        "device": 3,
-        "different": 2,
-        "dimensional": 1,
-        "distances": 2,
-        "distributed": 2,
-        "docs": 33,
-        "documentation": 1,
-        "each": 1,
-        "easier": 1,
-        "ecosystem": 1,
-        "efficient": 1,
-        "enabled": 1,
-        "enables": 2,
-        "exposed": 1,
-        "extends": 1,
-        "extensible": 1,
-        "fast": 1,
-        "faster": 1,
-        "file": 1,
-        "filtering": 1,
-        "fit": 1,
-        "fixes": 1,
-        "focus": 1,
-        "for": 21,
-        "format": 1,
-        "foundation": 1,
-        "from": 1,
-        "functionality": 1,
-        "functions": 1,
-        "fundamental": 1,
-        "gds": 2,
-        "geodetic": 2,
-        "geographic": 2,
-        "gis": 2,
-        "github": 26,
-        "gnns": 1,
-        "gpu": 12,
-        "gpudirect": 2,
-        "gpus": 2,
-        "graph": 2,
-        "graphs": 1,
-        "has": 1,
-        "hassle": 1,
-        "header": 3,
-        "help": 1,
-        "high": 2,
-        "highly": 1,
-        "i": 1,
-        "image": 1,
-        "images": 1,
-        "imaging": 1,
-        "implement": 1,
-        "implementing": 1,
-        "improve": 1,
-        "in": 9,
-        "inactive": 1,
-        "including": 3,
-        "inference": 1,
-        "infiniband": 1,
-        "information": 2,
-        "instead": 1,
-        "integration": 1,
-        "interaction": 1,
-        "interface": 2,
-        "io": 1,
-        "is": 23,
-        "it": 2,
-        "its": 1,
-        "java": 2,
-        "join": 2,
-        "joining": 1,
-        "kvikio": 2,
-        "large": 1,
-        "larger": 1,
-        "learning": 2,
-        "legacy": 24,
-        "level": 1,
-        "leverage": 1,
-        "libcudf": 2,
-        "libcuml": 2,
-        "libcuproj": 2,
-        "libcuspatial": 2,
-        "libkvikio": 2,
-        "librapidsmpf": 2,
-        "libraries": 6,
-        "library": 16,
-        "libucxx": 2,
-        "lightweight": 1,
-        "like": 2,
-        "links": 26,
-        "loading": 1,
-        "low": 1,
-        "machine": 2,
-        "make": 1,
-        "makes": 1,
-        "managed": 1,
-        "management": 2,
-        "manager": 1,
-        "manipulating": 1,
-        "mathematical": 1,
-        "memory": 9,
-        "methods": 1,
-        "models": 1,
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-        "networking": 2,
-        "networkx": 1,
-        "nightly": 23,
-        "nodes": 1,
-        "nvforest": 2,
-        "nvidia": 1,
-        "nvlink": 1,
-        "nx": 1,
-        "o": 1,
-        "object": 1,
-        "of": 9,
-        "on": 4,
-        "only": 3,
-        "operations": 1,
-        "optimized": 1,
-        "oriented": 1,
-        "other": 2,
-        "otherwise": 1,
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-        "pandas": 1,
-        "part": 1,
-        "partitions": 1,
-        "performance": 3,
-        "place": 2,
-        "please": 1,
-        "point": 2,
-        "polygon": 2,
-        "pool": 1,
-        "predicates": 2,
-        "previous": 1,
-        "primitives": 3,
-        "process": 1,
-        "processed": 1,
-        "processing": 2,
-        "progress": 1,
-        "proj": 1,
-        "projecting": 2,
-        "projects": 4,
-        "protocols": 1,
-        "provide": 1,
-        "provides": 1,
-        "providing": 2,
-        "pyg": 2,
-        "pylibwholegraph": 1,
-        "pyproj": 1,
-        "python": 6,
-        "raft": 2,
-        "rapids": 12,
-        "rapidsmpf": 2,
-        "reference": 3,
-        "release": 3,
-        "released": 1,
-        "replacement": 1,
-        "retrieval": 1,
-        "rmm": 2,
-        "rolling": 1,
-        "scales": 1,
-        "search": 2,
-        "see": 1,
-        "select": 1,
-        "several": 1,
-        "share": 1,
-        "sharing": 1,
-        "similar": 1,
-        "single": 2,
-        "spatial": 2,
-        "stable": 28,
-        "standard": 1,
-        "still": 1,
-        "storage": 2,
-        "suite": 1,
-        "support": 2,
-        "supporting": 1,
-        "supports": 2,
-        "systems": 3,
-        "tcp": 1,
-        "that": 5,
-        "the": 13,
-        "this": 2,
-        "to": 14,
-        "toolkit": 1,
-        "traditional": 1,
-        "trajectory": 2,
-        "transformation": 2,
-        "transport": 1,
-        "tree": 1,
-        "ucx": 3,
-        "ucxx": 3,
-        "unstable": 1,
-        "use": 1,
-        "used": 2,
-        "useful": 1,
-        "user": 1,
-        "using": 3,
-        "utilities": 1,
-        "various": 1,
-        "vector": 4,
-        "versions": 1,
-        "vision": 1,
-        "visualization": 1,
-        "where": 1,
-        "which": 4,
-        "while": 2,
-        "widely": 1,
-        "with": 5,
-        "without": 1,
-        "work": 1,
-        "workers": 1,
-        "workloads": 1,
-        "written": 1,
-        "your": 1
-      }
-    },
-    "/contributing/": {
-      "headings": [
-        "contributing",
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-        "but": 1,
-        "by": 2,
-        "can": 6,
-        "cases": 1,
-        "catalog": 1,
-        "census": 1,
-        "chart": 2,
-        "charting": 5,
-        "charts": 3,
-        "class": 1,
-        "code": 7,
-        "com": 4,
-        "combined": 1,
-        "common": 1,
-        "comparison": 6,
-        "compatibility": 4,
-        "complex": 4,
-        "component": 1,
-        "compute": 1,
-        "computed": 1,
-        "connecting": 1,
-        "convey": 1,
-        "core": 1,
-        "cpu": 6,
-        "create": 4,
-        "creating": 1,
-        "cross": 2,
-        "crossfiltering": 1,
-        "cudf": 6,
-        "cuspatial": 1,
-        "custom": 2,
-        "cuxfilter": 9,
-        "dash": 4,
-        "dashboarding": 2,
-        "dashboards": 3,
-        "dask": 1,
-        "data": 4,
-        "datapoints": 1,
-        "datasets": 3,
-        "datashader": 7,
-        "deck": 4,
-        "declarative": 1,
-        "defined": 1,
-        "demo": 5,
-        "designed": 1,
-        "developed": 2,
-        "diagram": 1,
-        "direct": 1,
-        "directly": 4,
-        "do": 1,
-        "docs": 2,
-        "documentation": 6,
-        "drawing": 1,
-        "easily": 1,
-        "easy": 1,
-        "ecosystem": 4,
-        "enables": 1,
-        "end": 1,
-        "environment": 2,
-        "example": 7,
-        "examples": 6,
-        "excellent": 1,
-        "explore": 11,
-        "express": 1,
-        "extends": 1,
-        "extension": 1,
-        "featured": 3,
-        "few": 2,
-        "filtering": 2,
-        "fit": 1,
-        "flexibly": 1,
-        "focus": 1,
-        "for": 14,
-        "found": 1,
-        "from": 2,
-        "front": 1,
-        "further": 6,
-        "gallery": 10,
-        "geospatial": 1,
-        "github": 5,
-        "gl": 5,
-        "gpu": 11,
-        "graph": 1,
-        "graphics": 1,
-        "graphing": 1,
-        "guide": 3,
-        "handle": 1,
-        "high": 4,
-        "holoviews": 11,
-        "holoviz": 4,
-        "host": 1,
-        "hosted": 2,
-        "html": 3,
-        "huge": 1,
-        "hvplot": 8,
-        "if": 1,
-        "images": 1,
-        "in": 7,
-        "index": 2,
-        "individual": 1,
-        "instance": 1,
-        "integrate": 1,
-        "integrates": 1,
-        "integration": 1,
-        "interacting": 1,
-        "interaction": 2,
-        "interactions": 1,
-        "interactive": 16,
-        "interactively": 1,
-        "interface": 1,
-        "is": 11,
-        "it": 4,
-        "its": 10,
-        "js": 2,
-        "jupyter": 3,
-        "just": 4,
-        "keep": 1,
-        "large": 2,
-        "learn": 1,
-        "lets": 1,
-        "letting": 1,
-        "level": 3,
-        "libraries": 12,
-        "library": 11,
-        "like": 2,
-        "line": 1,
-        "lines": 2,
-        "linked": 1,
-        "local": 1,
-        "main": 1,
-        "make": 1,
-        "makes": 1,
-        "making": 1,
-        "many": 1,
-        "matplotlib": 2,
-        "meaningful": 1,
-        "mechanism": 1,
-        "memory": 1,
-        "million": 1,
-        "modules": 1,
-        "more": 2,
-        "native": 1,
-        "neatly": 1,
-        "node": 6,
-        "nodejs": 2,
-        "noderapids": 1,
-        "not": 2,
-        "notable": 2,
-        "note": 1,
-        "notebooks": 2,
-        "npm": 1,
-        "objects": 1,
-        "of": 10,
-        "offer": 1,
-        "offered": 1,
-        "on": 6,
-        "open": 1,
-        "optimized": 2,
-        "or": 10,
-        "org": 11,
-        "other": 5,
-        "our": 1,
-        "overview": 1,
-        "page": 3,
-        "pages": 1,
-        "pandas": 2,
-        "panel": 7,
-        "part": 1,
-        "performance": 1,
-        "performant": 1,
-        "pipeline": 1,
-        "plot": 3,
-        "plotly": 8,
-        "plots": 5,
-        "plotting": 3,
-        "popular": 1,
-        "portal": 1,
-        "powered": 1,
-        "powerful": 1,
-        "powers": 1,
-        "pre": 1,
-        "process": 1,
-        "processes": 1,
-        "provided": 1,
-        "provides": 4,
-        "published": 1,
-        "pydata": 2,
-        "pydeck": 5,
-        "python": 12,
-        "quickly": 4,
-        "rapids": 17,
-        "rapidsai": 3,
-        "rasterizing": 1,
-        "read": 14,
-        "reference": 2,
-        "render": 1,
-        "rendered": 1,
-        "rendering": 1,
-        "replace": 2,
-        "representations": 1,
-        "return": 1,
-        "run": 7,
-        "s": 1,
-        "scatter": 1,
-        "seaborn": 5,
-        "seamless": 1,
-        "see": 1,
-        "set": 1,
-        "simple": 2,
-        "single": 1,
-        "solution": 1,
-        "source": 1,
-        "spatial": 2,
-        "specialized": 1,
-        "specifications": 1,
-        "stable": 1,
-        "standalone": 1,
-        "static": 4,
-        "statically": 1,
-        "statistics": 1,
-        "structures": 1,
-        "support": 2,
-        "supports": 1,
-        "system": 1,
-        "tables": 1,
-        "text": 1,
-        "that": 5,
-        "the": 16,
-        "this": 4,
-        "through": 2,
-        "to": 11,
-        "tool": 1,
-        "tools": 3,
-        "tree": 1,
-        "true": 1,
-        "trying": 1,
-        "types": 1,
-        "typescript": 2,
-        "under": 1,
-        "usage": 1,
-        "use": 3,
-        "used": 1,
-        "user": 4,
-        "uses": 2,
-        "using": 4,
-        "usually": 1,
-        "variety": 1,
-        "version": 1,
-        "very": 1,
-        "via": 1,
-        "visualization": 7,
-        "visualizations": 3,
-        "vs": 1,
-        "want": 1,
-        "web": 3,
-        "webgl": 2,
-        "website": 1,
-        "well": 1,
-        "what": 3,
-        "when": 2,
-        "which": 1,
-        "while": 1,
-        "widgets": 2,
-        "with": 15,
-        "within": 1,
-        "workflows": 1,
-        "works": 1,
-        "xarray": 1,
-        "you": 5
-      }
-    }
-  },
-  "source_commit": "b6afa0cbf4ddfc4c0a21f7c79b18631f214fd759"
-}

From 32fa1c9f07df3d12e4c9a0627b635e0aa24e4837 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 20:51:11 -0500
Subject: [PATCH 12/22] Keep pull request builds deployment-free

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 .github/workflows/deploy.yaml | 1 -
 CONTRIBUTING.md               | 5 +++--
 README.md                     | 6 +++---
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/deploy.yaml b/.github/workflows/deploy.yaml
index 77b74aeef26..5ae8eeadeef 100644
--- a/.github/workflows/deploy.yaml
+++ b/.github/workflows/deploy.yaml
@@ -6,7 +6,6 @@ on:
   push:
     branches:
       - main
-      - "pull-request/[0-9]+"
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 6aed90bfbf3..9835d0b63ab 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -60,8 +60,9 @@ make serve
 
 Submit changes as a pull request to `rapidsai/docs`. The RAPIDS copy-PR bot
 copies the pull request head to a `pull-request/<number>` branch in the upstream
-repository. CI validates that branch, assembles the complete documentation
-site, and creates a non-production Netlify preview for review.
+repository. CI validates that branch and dry-runs assembly of the complete
+S3-backed documentation site without deploying it. Netlify's repository
+integration separately creates a portal-only preview for review.
 
 ## Developer Certificate of Origin
 
diff --git a/README.md b/README.md
index 9765208ac63..aa503de49db 100644
--- a/README.md
+++ b/README.md
@@ -40,9 +40,9 @@ validation.
 
 Pull requests opened against `rapidsai/docs` are copied to a
 `pull-request/<number>` branch by the RAPIDS copy-PR bot. That branch runs the
-same validation, assembles the complete documentation tree, and creates a
-non-production Netlify preview. Merges to `main` continue to deploy the
-production site.
+same validation and dry-runs assembly of the complete S3-backed documentation
+tree without deploying it. Netlify's repository integration separately creates
+a portal-only preview. Merges to `main` continue to deploy the production site.
 
 ## Repository layout
 

From 6166ae2d8ec55943660faee12ded32a5ba47d17b Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 21:06:05 -0500
Subject: [PATCH 13/22] Improve API documentation layout

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 api.md                        | 19 +++++++++---------
 extensions/rapids_docs.py     | 36 +++++++++++++++++++++++++----------
 sphinx/_static/css/custom.css | 16 ++++++++++++++++
 tests/test_rendering.py       |  9 +++++++--
 4 files changed, 58 insertions(+), 22 deletions(-)

diff --git a/api.md b/api.md
index 1a35f1671d1..26005b06f5f 100644
--- a/api.md
+++ b/api.md
@@ -1,17 +1,16 @@
-# RAPIDS API Docs
+# RAPIDS API Documentation
 
-Access our current docs for the RAPIDS projects below. Docs are available in
-both "stable" and "nightly" versions. The description of each is below to help
-select the docs that fit your needs.
+Explore documentation for current and previous RAPIDS releases. Each project
+card links to its available documentation versions and related resources.
 
-STABLE
-: Current release docs; considered to be stable.
+Stable
+: Documentation for the current release, recommended for most users.
 
-NIGHTLY
-: Work-in-progress release docs; considered to be unstable and released nightly.
+Nightly
+: Documentation for the upcoming release, generated from development branches.
 
-LEGACY
-: Previous release docs; available for reference.
+Legacy
+: Documentation for the previous release, retained for reference.
 
 ## RAPIDS APIs
 
diff --git a/extensions/rapids_docs.py b/extensions/rapids_docs.py
index 8d98fef03e6..7dac102e308 100644
--- a/extensions/rapids_docs.py
+++ b/extensions/rapids_docs.py
@@ -80,7 +80,7 @@ def _version_label(project: dict, version_name: str, releases: dict) -> str:
 
 
 def _api_docs(data: dict, section: str) -> str:
-    blocks = []
+    cards = []
     for project in data["docs"][section].values():
         if project.get("hidden", False):
             continue
@@ -88,25 +88,41 @@ def _api_docs(data: dict, section: str) -> str:
         for name in ("stable", "nightly", "legacy"):
             if project["versions"].get(name) == 1:
                 label = _version_label(project, name, data["releases"])
-                versions.append(f"**[{name} ({label})](/api/{project['path']}/{name}/)**")
+                versions.append(f"[{name.title()} ({label})](/api/{project['path']}/{name}/)")
         links = []
         if project.get("cllink"):
-            links.append(f"**[changelog]({project['cllink']})**")
-        links.append(f"**[github]({project['ghlink']})**")
-        blocks.append(
+            links.append(f"[Changelog]({project['cllink']})")
+        links.append(f"[GitHub]({project['ghlink']})")
+        footer = []
+        if versions:
+            footer.extend(["**Documentation:** " + " · ".join(versions), ""])
+        footer.append("**Resources:** " + " · ".join(links))
+        cards.append(
             "\n".join(
                 [
-                    f"### {project['name']}",
+                    f":::{{grid-item-card}} {project['name']}",
+                    ":class-card: rapids-api-card",
+                    ":class-title: rapids-api-card-title",
+                    ":class-footer: rapids-api-card-footer",
                     "",
                     project["desc"],
                     "",
-                    "#### DOCS" + (" " + " | ".join(versions) if versions else ""),
-                    "",
-                    "#### LINKS " + " | ".join(links),
+                    "+++",
+                    *footer,
+                    ":::",
                 ]
             )
         )
-    return "\n\n".join(blocks)
+    return "\n".join(
+        [
+            "::::{grid} 1 1 2 2",
+            ":gutter: 2",
+            ":class-container: rapids-api-grid",
+            "",
+            "\n\n".join(cards),
+            "::::",
+        ]
+    )
 
 
 def _compute_capability(cuda: dict) -> str:
diff --git a/sphinx/_static/css/custom.css b/sphinx/_static/css/custom.css
index 51d3472b1e4..d326ce37c4f 100644
--- a/sphinx/_static/css/custom.css
+++ b/sphinx/_static/css/custom.css
@@ -58,6 +58,22 @@
   height: 100%;
 }
 
+.rapids-api-grid .sd-card {
+  height: 100%;
+}
+
+.rapids-api-card-title {
+  font-size: 1.15rem;
+}
+
+.rapids-api-card-footer p {
+  margin-bottom: 0.35rem;
+}
+
+.rapids-api-card-footer p:last-child {
+  margin-bottom: 0;
+}
+
 @media (max-width: 720px) {
   .selector-bg .container-padding {
     min-width: 40rem;
diff --git a/tests/test_rendering.py b/tests/test_rendering.py
index a0353cedccc..b9c89164f64 100644
--- a/tests/test_rendering.py
+++ b/tests/test_rendering.py
@@ -16,8 +16,13 @@ def test_data_driven_content() -> None:
     nightly_version = data["releases"]["nightly"]["version"]
 
     api = rapids_docs._api_docs(data, "apis")
-    assert f"stable ({stable_version})" in api
+    assert f"Stable ({stable_version})" in api
     assert "/api/cudf/stable/" in api
+    assert "::::{grid} 1 1 2 2" in api
+    assert ":::{grid-item-card} cuDF" in api
+    assert "**Documentation:**" in api
+    assert "[GitHub]" in api
+    assert "DOCS" not in api
 
     inactive = rapids_docs._api_docs(data, "inactive-projects")
     inactive_project = next(
@@ -26,7 +31,7 @@ def test_data_driven_content() -> None:
         if not project.get("hidden", False) and project["versions"].get("stable") == 1
     )
     inactive_version = rapids_docs._version_label(inactive_project, "stable", data["releases"])
-    assert f"stable ({inactive_version})" in inactive
+    assert f"Stable ({inactive_version})" in inactive
 
     platform = rapids_docs._platform_support(data)
     platform_release = data["platform_support"]["releases"][0]

From c1e649e9c3447e774a4f593b8795b61342c7caca Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Mon, 6 Jul 2026 21:09:32 -0500
Subject: [PATCH 14/22] Use full-width API documentation cards

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 extensions/rapids_docs.py | 4 ++--
 tests/test_rendering.py   | 5 ++++-
 2 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/extensions/rapids_docs.py b/extensions/rapids_docs.py
index 7dac102e308..a366e6e3f0c 100644
--- a/extensions/rapids_docs.py
+++ b/extensions/rapids_docs.py
@@ -85,7 +85,7 @@ def _api_docs(data: dict, section: str) -> str:
         if project.get("hidden", False):
             continue
         versions = []
-        for name in ("stable", "nightly", "legacy"):
+        for name in ("nightly", "stable", "legacy"):
             if project["versions"].get(name) == 1:
                 label = _version_label(project, name, data["releases"])
                 versions.append(f"[{name.title()} ({label})](/api/{project['path']}/{name}/)")
@@ -115,7 +115,7 @@ def _api_docs(data: dict, section: str) -> str:
         )
     return "\n".join(
         [
-            "::::{grid} 1 1 2 2",
+            "::::{grid} 1 1 1 1",
             ":gutter: 2",
             ":class-container: rapids-api-grid",
             "",
diff --git a/tests/test_rendering.py b/tests/test_rendering.py
index b9c89164f64..346dc6e1eb5 100644
--- a/tests/test_rendering.py
+++ b/tests/test_rendering.py
@@ -14,15 +14,18 @@ def test_data_driven_content() -> None:
     data = rapids_docs._load_data(APP)
     stable_version = data["releases"]["stable"]["version"]
     nightly_version = data["releases"]["nightly"]["version"]
+    legacy_version = data["releases"]["legacy"]["version"]
 
     api = rapids_docs._api_docs(data, "apis")
     assert f"Stable ({stable_version})" in api
     assert "/api/cudf/stable/" in api
-    assert "::::{grid} 1 1 2 2" in api
+    assert "::::{grid} 1 1 1 1" in api
     assert ":::{grid-item-card} cuDF" in api
     assert "**Documentation:**" in api
     assert "[GitHub]" in api
     assert "DOCS" not in api
+    assert api.index(f"Nightly ({nightly_version})") < api.index(f"Stable ({stable_version})")
+    assert api.index(f"Stable ({stable_version})") < api.index(f"Legacy ({legacy_version})")
 
     inactive = rapids_docs._api_docs(data, "inactive-projects")
     inactive_project = next(

From 2c791ccfc2b4809260a65afb6bba42def3223062 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Tue, 7 Jul 2026 02:14:01 +0000
Subject: [PATCH 15/22] Refine install selector spacing

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 _includes/selector.html | 119 ++++++++++++++++++++++++----------------
 1 file changed, 71 insertions(+), 48 deletions(-)

diff --git a/_includes/selector.html b/_includes/selector.html
index bee7fc97e22..423b58326c0 100644
--- a/_includes/selector.html
+++ b/_includes/selector.html
@@ -15,60 +15,73 @@
         border-top: 4px solid var(--nv-color-green);
         border-radius: 0.25rem;
         box-shadow: 0 0.125rem 0.5rem color-mix(in srgb, var(--pst-color-shadow) 55%, transparent);
-        padding: 1.5rem;
+        padding: 1.25rem;
     }
 
     .selector .options-section {
         display: flex;
         flex-direction: row;
         flex-wrap: nowrap;
-        margin-bottom: 0.35rem;
+        margin-bottom: 0.3rem;
     }
 
     .selector .options-section-additional {
         display: grid;
-        grid-template-columns: 7em repeat(4, minmax(0, 1fr));
-        gap: 0.4rem;
-        margin: 0.55rem 0 0.75rem;
+        grid-template-columns: max-content repeat(4, minmax(0, 1fr));
+        column-gap: 0.35rem;
+        row-gap: 0.25rem;
+        margin: 0.4rem 0 0.5rem;
     }
 
-    .selector .options-section-additional .option-label {
+    .selector .options .options-section-additional .option-label {
         align-self: center;
         grid-row: span 2;
-        margin: 0 0.75em 0 0;
+        line-height: 1.2;
+        margin: 0 0.35em 0 0;
+        max-width: 6.5rem;
+        white-space: normal;
         width: auto;
     }
 
     .selector .options-section-additional .option {
         align-items: center;
         display: flex;
-        font-size: 0.9rem;
+        font-size: 0.8rem;
         justify-content: center;
         line-height: 1.25;
         margin: 0;
-        min-height: 2.35rem;
-        padding: 0.35rem 0.45rem;
+        min-height: 1.9rem;
+        padding: 0.2rem 0.35rem;
         text-align: center;
     }
 
-    .selector .options-section-specific {
+    .selector .options-section-packages {
+        align-items: flex-start;
+    }
+
+    .selector .option-group {
+        flex: 1 1 auto;
+        min-width: 0;
+    }
+
+    .selector .option-row {
         display: flex;
         flex-direction: row;
         flex-wrap: nowrap;
-        width: 97%;
-        margin: 0 auto;
     }
 
     .selector .options .option-label {
         color: var(--pst-color-text-base);
-        width: 7em;
+        flex: 0 0 auto;
+        width: auto;
         text-transform: uppercase;
         font-size: 0.875rem;
         font-weight: 700;
         letter-spacing: 0.025em;
         margin-top: 0.65em;
-        margin-right: 0.75em;
+        margin-right: 0.35em;
         text-align: right;
+        white-space: nowrap;
     }
 
     .selector .options .option {
@@ -186,27 +199,31 @@
 
     .cmd {
         display: flex;
-        margin-top: 2rem;
+        gap: 0.35rem;
+        margin-top: 1rem;
     }
 
     .cmd-label {
         color: var(--pst-color-text-base);
-        width: 7em;
+        flex: 0 0 auto;
+        width: auto;
         text-transform: uppercase;
         font-size: 0.875rem;
         font-weight: 700;
         letter-spacing: 0.025em;
         margin-top: 1rem;
-        margin-right: 0.75em;
         vertical-align: top;
-        text-align: right
+        text-align: right;
+        white-space: nowrap;
     }
 
     .cmd-box {
         border: 1px solid var(--pst-color-border);
         cursor: text;
+        flex: 1 1 auto;
+        min-width: 0;
         overflow: auto;
-        width: calc(100% - 7em);
+        width: auto;
         border-radius: 4px;
     }
 
@@ -329,22 +346,25 @@
                     </template>
                 </div>
                 <div class="conda-options-container" x-show="active_method === 'Conda'">
-                    <div class="options-section">
+                    <div class="options-section options-section-packages">
                         <div class="option-label">RAPIDS Packages</div>
-                        <template x-for="package in packages">
-                            <div x-on:click="(e) => packagesClickHandler(e, package)"
-                                x-bind:class="{'active': active_packages.includes(package), 'disabled': disableUnsupportedPackage(package)}"
-                                class="option" x-html="getPackageHTML(package)">
+                        <div class="option-group">
+                            <div class="option-row">
+                                <template x-for="package in packages">
+                                    <div x-on:click="(e) => packagesClickHandler(e, package)"
+                                        x-bind:class="{'active': active_packages.includes(package), 'disabled': disableUnsupportedPackage(package)}"
+                                        class="option" x-html="getPackageHTML(package)">
+                                    </div>
+                                </template>
                             </div>
-                        </template>
-                    </div>
-                    <div class="options-section-specific" x-show="active_packages != 'Standard'">
-                        <div class="option-label"><!-- Second row of packages --></div>
-                        <template x-for="package in additional_rapids_packages">
-                            <div x-on:click="(e) => packagesClickHandler(e, package)"
-                                x-bind:class="{'active': active_packages.includes(package), 'disabled': disableUnsupportedPackage(package)}"
-                                class="option" x-text="package"></div>
-                        </template>
+                            <div class="option-row" x-show="active_packages != 'Standard'">
+                                <template x-for="package in additional_rapids_packages">
+                                    <div x-on:click="(e) => packagesClickHandler(e, package)"
+                                        x-bind:class="{'active': active_packages.includes(package), 'disabled': disableUnsupportedPackage(package)}"
+                                        class="option" x-text="package"></div>
+                                </template>
+                            </div>
+                        </div>
                     </div>
                     <div class="options-section options-section-additional">
                         <div class="option-label">Additional Packages</div>
@@ -356,22 +376,25 @@
                     </div>
                 </div>
                 <div class="pip-options-container" x-show="active_method === 'pip'">
-                    <div class="options-section">
+                    <div class="options-section options-section-packages">
                         <div class="option-label">Packages</div>
-                        <template x-for="package in packages">
-                            <div x-on:click="(e) => packagesClickHandler(e, package)"
-                                x-bind:class="{'active': active_packages.includes(package)}" class="option"
-                                x-html="getPackageHTML(package)">
+                        <div class="option-group">
+                            <div class="option-row">
+                                <template x-for="package in packages">
+                                    <div x-on:click="(e) => packagesClickHandler(e, package)"
+                                        x-bind:class="{'active': active_packages.includes(package)}" class="option"
+                                        x-html="getPackageHTML(package)">
+                                    </div>
+                                </template>
                             </div>
-                        </template>
-                    </div>
-                    <div class="options-section-specific" x-show="active_packages != 'Standard'">
-                        <div class="option-label"><!-- Second row of packages --></div>
-                        <template x-for="package in additional_pip_packages">
-                            <div x-on:click="(e) => packagesClickHandler(e, package)"
-                                x-bind:class="{'active': active_packages.includes(package), 'disabled': disableUnsupportedPackage(package)}" class="option"
-                                x-text="package"></div>
-                        </template>
+                            <div class="option-row" x-show="active_packages != 'Standard'">
+                                <template x-for="package in additional_pip_packages">
+                                    <div x-on:click="(e) => packagesClickHandler(e, package)"
+                                        x-bind:class="{'active': active_packages.includes(package), 'disabled': disableUnsupportedPackage(package)}" class="option"
+                                        x-text="package"></div>
+                                </template>
+                            </div>
+                        </div>
                     </div>
                 </div>
                 <div class="docker-options-container" x-show="active_method === 'Docker'">

From 9f1e7f6717e2c1fedf5ed30e3f7994529f644be5 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Sat, 11 Jul 2026 01:12:08 +0000
Subject: [PATCH 16/22] Split RAPIDS docs extension into modules

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 extensions/rapids_docs.py                  | 530 ---------------------
 extensions/rapids_docs/__init__.py         |  16 +
 extensions/rapids_docs/api.py              |  58 +++
 extensions/rapids_docs/data.py             |  42 ++
 extensions/rapids_docs/dates.py            |  26 +
 extensions/rapids_docs/lifecycle.py        |  73 +++
 extensions/rapids_docs/notices.py          | 126 +++++
 extensions/rapids_docs/output.py           |  30 ++
 extensions/rapids_docs/platform_support.py |  84 ++++
 extensions/rapids_docs/releases.py         | 133 ++++++
 pyproject.toml                             |   2 +-
 tests/test_rendering.py                    |  82 +++-
 12 files changed, 647 insertions(+), 555 deletions(-)
 delete mode 100644 extensions/rapids_docs.py
 create mode 100644 extensions/rapids_docs/__init__.py
 create mode 100644 extensions/rapids_docs/api.py
 create mode 100644 extensions/rapids_docs/data.py
 create mode 100644 extensions/rapids_docs/dates.py
 create mode 100644 extensions/rapids_docs/lifecycle.py
 create mode 100644 extensions/rapids_docs/notices.py
 create mode 100644 extensions/rapids_docs/output.py
 create mode 100644 extensions/rapids_docs/platform_support.py
 create mode 100644 extensions/rapids_docs/releases.py

diff --git a/extensions/rapids_docs.py b/extensions/rapids_docs.py
deleted file mode 100644
index a366e6e3f0c..00000000000
--- a/extensions/rapids_docs.py
+++ /dev/null
@@ -1,530 +0,0 @@
-# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
-# SPDX-License-Identifier: Apache-2.0
-
-"""Data-driven rendering and notice support for the RAPIDS documentation portal."""
-
-from __future__ import annotations
-
-import email.utils
-import html
-import json
-import re
-import shutil
-from datetime import UTC, datetime
-from pathlib import Path
-from xml.etree import ElementTree
-
-import frontmatter
-import yaml
-from bs4 import BeautifulSoup
-from dateutil import parser as date_parser
-from jinja2 import Environment, FileSystemLoader, StrictUndefined
-
-
-def _source_dir(app) -> Path:
-    return Path(app.srcdir)
-
-
-def _date(value) -> datetime:
-    if isinstance(value, datetime):
-        return value
-    if hasattr(value, "year") and hasattr(value, "month") and hasattr(value, "day"):
-        return datetime(value.year, value.month, value.day)
-    return date_parser.parse(str(value))
-
-
-def _long_date(value) -> str:
-    parsed = _date(value)
-    return f"{parsed.strftime('%B')} {parsed.day}, {parsed.year}"
-
-
-def _short_date(value) -> str:
-    parsed = _date(value)
-    return f"{parsed.strftime('%a, %b')} {parsed.day}, {parsed.year}"
-
-
-def _load_data(app) -> dict:
-    data_dir = _source_dir(app) / "_data"
-    with (data_dir / "docs.yml").open() as file:
-        docs = yaml.safe_load(file)
-    with (data_dir / "platform_support.yml").open() as file:
-        platform_support = yaml.safe_load(file)
-    with (data_dir / "releases.json").open() as file:
-        releases = json.load(file)
-    with (data_dir / "previous_releases.json").open() as file:
-        previous_releases = json.load(file)
-
-    notices = []
-    for path in sorted((_source_dir(app) / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md")):
-        post = frontmatter.load(path)
-        metadata = dict(post.metadata)
-        metadata["docname"] = f"notices/{path.stem}"
-        metadata["body"] = post.content
-        notices.append(metadata)
-
-    return {
-        "docs": docs,
-        "notices": notices,
-        "platform_support": platform_support,
-        "previous_releases": previous_releases,
-        "releases": releases,
-    }
-
-
-def _version_label(project: dict, version_name: str, releases: dict) -> str:
-    override = project.get("version-overrides", {}).get(version_name)
-    if override:
-        return str(override)
-    version_key = "ucxx_version" if "ucxx" in project["path"].lower() else "version"
-    return str(releases[version_name][version_key])
-
-
-def _api_docs(data: dict, section: str) -> str:
-    cards = []
-    for project in data["docs"][section].values():
-        if project.get("hidden", False):
-            continue
-        versions = []
-        for name in ("nightly", "stable", "legacy"):
-            if project["versions"].get(name) == 1:
-                label = _version_label(project, name, data["releases"])
-                versions.append(f"[{name.title()} ({label})](/api/{project['path']}/{name}/)")
-        links = []
-        if project.get("cllink"):
-            links.append(f"[Changelog]({project['cllink']})")
-        links.append(f"[GitHub]({project['ghlink']})")
-        footer = []
-        if versions:
-            footer.extend(["**Documentation:** " + " · ".join(versions), ""])
-        footer.append("**Resources:** " + " · ".join(links))
-        cards.append(
-            "\n".join(
-                [
-                    f":::{{grid-item-card}} {project['name']}",
-                    ":class-card: rapids-api-card",
-                    ":class-title: rapids-api-card-title",
-                    ":class-footer: rapids-api-card-footer",
-                    "",
-                    project["desc"],
-                    "",
-                    "+++",
-                    *footer,
-                    ":::",
-                ]
-            )
-        )
-    return "\n".join(
-        [
-            "::::{grid} 1 1 1 1",
-            ":gutter: 2",
-            ":class-container: rapids-api-grid",
-            "",
-            "\n\n".join(cards),
-            "::::",
-        ]
-    )
-
-
-def _compute_capability(cuda: dict) -> str:
-    capabilities = []
-    for capability in cuda["compute_capability"]:
-        sms = capability["sm"]
-        if not isinstance(sms, list):
-            sms = [sms]
-        capabilities.append(f"{capability['name']} ({', '.join(map(str, sms))})")
-    return ", ".join(capabilities) + " or newer"
-
-
-def _platform_support(data: dict) -> str:
-    releases = data["platform_support"]["releases"]
-    links = ", ".join(
-        f"[{release['version']}{' (nightly)' if release.get('nightly') else ''}]"
-        f"(#rapids-{str(release['version']).replace('.', '')})"
-        for release in releases
-    )
-    sections = [f"**Releases:** {links}"]
-    for release in releases:
-        title = f"## RAPIDS {release['version']}"
-        if release.get("nightly"):
-            title += " (nightly)"
-        cuda_headers = [f"CUDA {cuda['major']}" for cuda in release["cuda"]]
-        cuda_rows = [
-            (
-                "Toolkit",
-                [
-                    f"{cuda['toolkit_min']}"
-                    + (
-                        f" - {cuda['toolkit_max']}"
-                        if cuda["toolkit_min"] != cuda["toolkit_max"]
-                        else ""
-                    )
-                    for cuda in release["cuda"]
-                ],
-            ),
-            ("Driver", [f"{cuda['driver_min']}+" for cuda in release["cuda"]]),
-            ("Compute Capability", [_compute_capability(cuda) for cuda in release["cuda"]]),
-        ]
-        table = [
-            "| | " + " | ".join(cuda_headers) + " |",
-            "|:--|" + "|".join(":--" for _ in cuda_headers) + "|",
-        ]
-        table.extend(f"| **{name}** | " + " | ".join(values) + " |" for name, values in cuda_rows)
-        sections.append(
-            "\n".join(
-                [
-                    "---",
-                    "",
-                    title,
-                    "",
-                    '### <i class="fas fa-desktop" aria-hidden="true"></i> Operating Systems',
-                    "",
-                    f'- <i class="fab fa-linux" aria-hidden="true"></i> '
-                    f"**Linux (glibc {release['glibc_min']}+):** {', '.join(release['cpu_arch'])} "
-                    f"(tested on {', '.join(release['os_support'])})",
-                    '- <i class="fab fa-windows" aria-hidden="true"></i> '
-                    "**Windows:** Supported via [WSL](/install/#wsl2) with a compatible Linux distribution",
-                    "",
-                    '### <i class="fab fa-python" aria-hidden="true"></i> Python',
-                    "",
-                    f"**{', '.join(release['python'])}**",
-                    "",
-                    '### <i class="fas fa-microchip" aria-hidden="true"></i> CUDA',
-                    "",
-                    *table,
-                    "",
-                    '### <i class="fas fa-hammer" aria-hidden="true"></i> Source Builds',
-                    "",
-                    "| Dependency | Version |",
-                    "|:--|:--|",
-                    f"| **GCC** | {release['source_build']['gcc']} |",
-                    f"| **CCCL** | {release['source_build']['cccl']} |",
-                    f"| **nvCOMP** | {release['source_build']['nvcomp']} |",
-                ]
-            )
-        )
-    return "\n\n".join(sections)
-
-
-def _schedule_table(release: dict) -> str:
-    rows = [
-        ("Development", release["dev"]),
-        (
-            "[Burn Down](/releases/process/#burn-down) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest)",
-            release["cudf_burndown"],
-        ),
-        ("[Burn Down](/releases/process/#burn-down) (others)", release["other_burndown"]),
-        (
-            "[Code Freeze/Testing](/releases/process/#code-freeze) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest)",
-            release["cudf_codefreeze"],
-        ),
-        (
-            "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
-            release["other_codefreeze"],
-        ),
-        ("[Release](/releases/process/#releasing)", release["release"]),
-    ]
-    output = ["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"]
-    output.extend(
-        f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
-        for name, values in rows
-    )
-    return "\n".join(output)
-
-
-def _current_schedules(data: dict) -> str:
-    releases = data["releases"]
-    return "\n\n".join(
-        [
-            f"## Release v{releases['nightly']['version']} Schedule",
-            "**NOTE:** *Dates are subject to change at any time. Completed release schedules are posted "
-            "[here](/releases/schedule/).*",
-            _schedule_table(releases["nightly"]),
-            f"## *PROPOSED* Release v{releases['next_nightly']['version']} Schedule",
-            _schedule_table(releases["next_nightly"]),
-        ]
-    )
-
-
-def _old_project_group(version: str) -> str:
-    group = "cuDF/RMM"
-    if version >= "23.06":
-        group += "/rapids-cmake/"
-        if version <= "24.12":
-            group += "cugraph-ops/"
-        group += "raft"
-    return group
-
-
-def _previous_schedules(data: dict) -> str:
-    sections = []
-    for release in data["previous_releases"]:
-        output = [f"### Release v{release['version']} Schedule", ""]
-        if release.get("dev"):
-            rows = [("Development", release["dev"])]
-            group_suffix = (
-                " (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf)"
-                if release.get("other_burndown")
-                else ""
-            )
-            rows.append(
-                (
-                    f"[Burn Down](/releases/process/#burn-down){group_suffix}",
-                    release.get("cudf_burndown") or release["burndown"],
-                )
-            )
-            if release.get("other_burndown"):
-                rows.append(
-                    (
-                        "[Burn Down](/releases/process/#burn-down) (others)",
-                        release["other_burndown"],
-                    )
-                )
-            if release.get("cudf_codefreeze"):
-                rows.append(
-                    (
-                        f"[Code Freeze/Testing](/releases/process/#code-freeze){group_suffix}",
-                        release["cudf_codefreeze"],
-                    )
-                )
-                rows.append(
-                    (
-                        "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
-                        release["other_codefreeze"],
-                    )
-                )
-            else:
-                rows.append(
-                    ("[Code Freeze/Testing](/releases/process/#code-freeze)", release["codefreeze"])
-                )
-            rows.append(("[Release](/releases/process/#releasing)", release["release"]))
-            output.extend(["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"])
-            output.extend(
-                f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
-                for name, values in rows
-            )
-        elif release.get("date"):
-            output.extend(
-                ["| Phase | Date |", "|:--|:--|", f"| Release | {_short_date(release['date'])} |"]
-            )
-        else:
-            group = _old_project_group(release["version"])
-            rows = [
-                (f"Development ({group})", release["cudf_dev"]),
-                ("Development (others)", release["other_dev"]),
-                (f"[Burn Down](/releases/process/#burn-down) ({group})", release["cudf_burndown"]),
-                ("[Burn Down](/releases/process/#burn-down) (others)", release["other_burndown"]),
-                (
-                    f"[Code Freeze/Testing](/releases/process/#code-freeze) ({group})",
-                    release["cudf_codefreeze"],
-                ),
-                (
-                    "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
-                    release["other_codefreeze"],
-                ),
-                ("[Release](/releases/process/#releasing)", release["release"]),
-            ]
-            output.extend(["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"])
-            output.extend(
-                f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
-                for name, values in rows
-            )
-        sections.append("\n".join(output))
-    return "\n\n".join(sections)
-
-
-def _notice_date(notice: dict) -> datetime:
-    return _date(notice.get("notice_updated") or notice["notice_created"])
-
-
-def _notice_table(data: dict, notice_type: str | None = None, pinned: bool = False) -> str:
-    notices = data["notices"]
-    if notice_type:
-        notices = [notice for notice in notices if notice["notice_type"] == notice_type]
-    if pinned:
-        notices = [
-            notice for notice in notices if str(notice.get("notice_pin", "")).lower() == "true"
-        ]
-    notices = sorted(notices, key=_notice_date, reverse=True)
-    if not notices:
-        return "## No current notices"
-    output = [
-        "| Notice | Title | Topic | RAPIDS Version | Updated |",
-        "|:--|:--|:--|:--|:--|",
-    ]
-    for notice in notices:
-        updated = notice.get("notice_updated")
-        if not updated or _date(updated).date() == _date(notice["notice_created"]).date():
-            updated = notice["notice_created"]
-        output.append(
-            f"| **{notice['notice_type'].upper()} {notice['notice_id']}**<br>**{notice['notice_status']}** "
-            f"| [{notice['title']}](/notices/{Path(notice['docname']).name}/) "
-            f"| {notice['notice_topic']} | {notice['notice_rapids_version']} | {_long_date(updated)} |"
-        )
-    return "\n".join(output)
-
-
-def _jinja_environment(app) -> Environment:
-    return Environment(
-        loader=FileSystemLoader(app.srcdir),
-        undefined=StrictUndefined,
-        autoescape=False,
-        keep_trailing_newline=True,
-    )
-
-
-def _context(app) -> dict:
-    data = app.rapids_portal_data
-    return {
-        **data,
-        "api_docs": lambda section: _api_docs(data, section),
-        "current_schedules": lambda: _current_schedules(data),
-        "notice_table": lambda notice_type=None, pinned=False: _notice_table(
-            data, notice_type, pinned
-        ),
-        "platform_support_content": lambda: _platform_support(data),
-        "previous_schedules": lambda: _previous_schedules(data),
-    }
-
-
-def _builder_inited(app) -> None:
-    app.rapids_portal_data = _load_data(app)
-    app.rapids_portal_jinja = _jinja_environment(app)
-
-
-def _notice_header(metadata: dict) -> str:
-    updated = metadata.get("notice_updated")
-    if not updated or _date(updated).date() == _date(metadata["notice_created"]).date():
-        updated_display = "N/A"
-    else:
-        updated_display = _long_date(updated)
-    return "\n".join(
-        [
-            "---",
-            "orphan: true",
-            "---",
-            f"# {metadata['notice_type'].upper()} {metadata['notice_id']} - {metadata['title']}",
-            "",
-            "| | |",
-            "|:--|:--|",
-            f"| **Author** | {metadata['notice_author']} |",
-            f"| **Status** | **{metadata['notice_status']}** |",
-            f"| **Topic** | {metadata['notice_topic']} |",
-            f"| **RAPIDS Version** | {metadata['notice_rapids_version']} |",
-            f"| **Created** | {_long_date(metadata['notice_created'])} |",
-            f"| **Updated** | {updated_display} |",
-            "",
-        ]
-    )
-
-
-_GITHUB_ALERT_RE = re.compile(
-    r"^> \[!(NOTE|TIP|IMPORTANT|WARNING|CAUTION)\]\n((?:>.*(?:\n|$))*)",
-    re.MULTILINE,
-)
-
-
-def _convert_github_alerts(text: str) -> str:
-    """Convert GitHub alerts to MyST admonitions for the rendered portal."""
-
-    def replace(match: re.Match) -> str:
-        body = "\n".join(
-            line.removeprefix("> ").removeprefix(">") for line in match.group(2).splitlines()
-        )
-        return f"```{{{match.group(1).lower()}}}\n{body}\n```\n"
-
-    return _GITHUB_ALERT_RE.sub(replace, text)
-
-
-def _source_read(app, docname: str, source: list[str]) -> None:
-    raw = source[0]
-    if docname.startswith("notices/") and Path(docname).name[:3] in {"rdn", "rgn", "rsn"}:
-        post = frontmatter.loads(raw)
-        raw = _notice_header(post.metadata) + post.content
-    elif docname == "SECURITY":
-        raw = "---\norphan: true\n---\n\n" + _convert_github_alerts(raw)
-    template = app.rapids_portal_jinja.from_string(raw)
-    source[0] = template.render(_context(app))
-
-
-def _rss_date(value) -> str:
-    parsed = _date(value)
-    if parsed.tzinfo is None:
-        parsed = parsed.replace(tzinfo=UTC)
-    return email.utils.format_datetime(parsed)
-
-
-def _build_rss(app, exception) -> None:
-    if exception is not None or app.builder.name not in {"html", "dirhtml"}:
-        return
-    data = app.rapids_portal_data
-    ElementTree.register_namespace("atom", "http://www.w3.org/2005/Atom")
-    rss = ElementTree.Element("rss", version="2.0")
-    channel = ElementTree.SubElement(rss, "channel")
-    ElementTree.SubElement(channel, "title").text = "NVIDIA RAPIDS Documentation - Notices"
-    ElementTree.SubElement(
-        channel, "description"
-    ).text = "Notices communicate and document changes in RAPIDS for contributors, developers, users, and the community."
-    ElementTree.SubElement(channel, "link").text = "https://docs.rapids.ai/notices/"
-    ElementTree.SubElement(
-        channel,
-        "{http://www.w3.org/2005/Atom}link",
-        href="https://docs.rapids.ai/notices/feed.xml",
-        rel="self",
-        type="application/rss+xml",
-    )
-    now = email.utils.format_datetime(datetime.now(UTC))
-    ElementTree.SubElement(channel, "pubDate").text = now
-    ElementTree.SubElement(channel, "lastBuildDate").text = now
-    ElementTree.SubElement(channel, "generator").text = "Sphinx"
-
-    for notice in sorted(data["notices"], key=_notice_date, reverse=True):
-        item = ElementTree.SubElement(channel, "item")
-        ElementTree.SubElement(item, "title").text = str(notice["title"])
-        output_path = Path(app.outdir) / notice["docname"] / "index.html"
-        if output_path.exists():
-            soup = BeautifulSoup(output_path.read_text(), "html.parser")
-            article = soup.select_one("article.bd-article") or soup.select_one("main")
-            description = article.decode_contents() if article else notice["body"]
-        else:
-            description = notice["body"]
-        ElementTree.SubElement(item, "description").text = html.unescape(description)
-        published = notice.get("notice_updated") or notice["notice_created"]
-        ElementTree.SubElement(item, "pubDate").text = _rss_date(published)
-        url = f"https://docs.rapids.ai/notices/{Path(notice['docname']).name}/"
-        ElementTree.SubElement(item, "link").text = url
-        ElementTree.SubElement(item, "guid", isPermaLink="true").text = url
-        for category in [*notice.get("tags", []), *notice.get("categories", [])]:
-            ElementTree.SubElement(item, "category").text = str(category)
-
-    output = Path(app.outdir) / "notices" / "feed.xml"
-    output.parent.mkdir(parents=True, exist_ok=True)
-    ElementTree.ElementTree(rss).write(output, encoding="utf-8", xml_declaration=True)
-
-
-def _copy_portal_files(app, exception) -> None:
-    """Copy trees whose root paths are part of the published site interface."""
-    if exception is not None or app.builder.name not in {"html", "dirhtml"}:
-        return
-    source_dir = _source_dir(app)
-    output_dir = Path(app.outdir)
-    for directory in ("assets", "licenses"):
-        shutil.copytree(
-            source_dir / directory,
-            output_dir / directory,
-            dirs_exist_ok=True,
-        )
-    for filename in ("LICENSE", "SECURITY.md"):
-        shutil.copy2(source_dir / filename, output_dir / filename)
-
-    # ``dirhtml`` correctly creates pretty URLs everywhere except the hosting
-    # platform's required top-level error document. sphinx-notfound-page has
-    # already rewritten this page's resource and navigation links as absolute.
-    shutil.copy2(output_dir / "404" / "index.html", output_dir / "404.html")
-
-
-def setup(app):
-    app.connect("builder-inited", _builder_inited)
-    app.connect("source-read", _source_read)
-    app.connect("build-finished", _build_rss)
-    app.connect("build-finished", _copy_portal_files)
-    return {"version": "1.0", "parallel_read_safe": False, "parallel_write_safe": True}
diff --git a/extensions/rapids_docs/__init__.py b/extensions/rapids_docs/__init__.py
new file mode 100644
index 00000000000..1e937586298
--- /dev/null
+++ b/extensions/rapids_docs/__init__.py
@@ -0,0 +1,16 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Data-driven rendering and notice support for the RAPIDS documentation portal."""
+
+from .lifecycle import _builder_inited, _source_read
+from .notices import _build_rss
+from .output import _copy_portal_files
+
+
+def setup(app):
+    app.connect("builder-inited", _builder_inited)
+    app.connect("source-read", _source_read)
+    app.connect("build-finished", _build_rss)
+    app.connect("build-finished", _copy_portal_files)
+    return {"version": "1.0", "parallel_read_safe": False, "parallel_write_safe": True}
diff --git a/extensions/rapids_docs/api.py b/extensions/rapids_docs/api.py
new file mode 100644
index 00000000000..85e34289258
--- /dev/null
+++ b/extensions/rapids_docs/api.py
@@ -0,0 +1,58 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Render the API documentation listings."""
+
+
+def _version_label(project: dict, version_name: str, releases: dict) -> str:
+    override = project.get("version-overrides", {}).get(version_name)
+    if override:
+        return str(override)
+    version_key = "ucxx_version" if "ucxx" in project["path"].lower() else "version"
+    return str(releases[version_name][version_key])
+
+
+def _api_docs(data: dict, section: str) -> str:
+    cards = []
+    for project in data["docs"][section].values():
+        if project.get("hidden", False):
+            continue
+        versions = []
+        for name in ("nightly", "stable", "legacy"):
+            if project["versions"].get(name) == 1:
+                label = _version_label(project, name, data["releases"])
+                versions.append(f"[{name.title()} ({label})](/api/{project['path']}/{name}/)")
+        links = []
+        if project.get("cllink"):
+            links.append(f"[Changelog]({project['cllink']})")
+        links.append(f"[GitHub]({project['ghlink']})")
+        footer = []
+        if versions:
+            footer.extend(["**Documentation:** " + " · ".join(versions), ""])
+        footer.append("**Resources:** " + " · ".join(links))
+        cards.append(
+            "\n".join(
+                [
+                    f":::{{grid-item-card}} {project['name']}",
+                    ":class-card: rapids-api-card",
+                    ":class-title: rapids-api-card-title",
+                    ":class-footer: rapids-api-card-footer",
+                    "",
+                    project["desc"],
+                    "",
+                    "+++",
+                    *footer,
+                    ":::",
+                ]
+            )
+        )
+    return "\n".join(
+        [
+            "::::{grid} 1 1 1 1",
+            ":gutter: 2",
+            ":class-container: rapids-api-grid",
+            "",
+            "\n\n".join(cards),
+            "::::",
+        ]
+    )
diff --git a/extensions/rapids_docs/data.py b/extensions/rapids_docs/data.py
new file mode 100644
index 00000000000..223c6d6f9c0
--- /dev/null
+++ b/extensions/rapids_docs/data.py
@@ -0,0 +1,42 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Load the portal's structured source data."""
+
+import json
+from pathlib import Path
+
+import frontmatter
+import yaml
+
+
+def _source_dir(app) -> Path:
+    return Path(app.srcdir)
+
+
+def _load_data(app) -> dict:
+    data_dir = _source_dir(app) / "_data"
+    with (data_dir / "docs.yml").open() as file:
+        docs = yaml.safe_load(file)
+    with (data_dir / "platform_support.yml").open() as file:
+        platform_support = yaml.safe_load(file)
+    with (data_dir / "releases.json").open() as file:
+        releases = json.load(file)
+    with (data_dir / "previous_releases.json").open() as file:
+        previous_releases = json.load(file)
+
+    notices = []
+    for path in sorted((_source_dir(app) / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md")):
+        post = frontmatter.load(path)
+        metadata = dict(post.metadata)
+        metadata["docname"] = f"notices/{path.stem}"
+        metadata["body"] = post.content
+        notices.append(metadata)
+
+    return {
+        "docs": docs,
+        "notices": notices,
+        "platform_support": platform_support,
+        "previous_releases": previous_releases,
+        "releases": releases,
+    }
diff --git a/extensions/rapids_docs/dates.py b/extensions/rapids_docs/dates.py
new file mode 100644
index 00000000000..6b15cd64e1c
--- /dev/null
+++ b/extensions/rapids_docs/dates.py
@@ -0,0 +1,26 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Shared date parsing and formatting helpers."""
+
+from datetime import datetime
+
+from dateutil import parser as date_parser
+
+
+def _date(value) -> datetime:
+    if isinstance(value, datetime):
+        return value
+    if hasattr(value, "year") and hasattr(value, "month") and hasattr(value, "day"):
+        return datetime(value.year, value.month, value.day)
+    return date_parser.parse(str(value))
+
+
+def _long_date(value) -> str:
+    parsed = _date(value)
+    return f"{parsed.strftime('%B')} {parsed.day}, {parsed.year}"
+
+
+def _short_date(value) -> str:
+    parsed = _date(value)
+    return f"{parsed.strftime('%a, %b')} {parsed.day}, {parsed.year}"
diff --git a/extensions/rapids_docs/lifecycle.py b/extensions/rapids_docs/lifecycle.py
new file mode 100644
index 00000000000..dc5c8b71526
--- /dev/null
+++ b/extensions/rapids_docs/lifecycle.py
@@ -0,0 +1,73 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Manage Sphinx lifecycle events and source rendering."""
+
+import re
+from pathlib import Path
+
+import frontmatter
+from jinja2 import Environment, FileSystemLoader, StrictUndefined
+
+from .api import _api_docs
+from .data import _load_data
+from .notices import _notice_header, _notice_table
+from .platform_support import _platform_support
+from .releases import _current_schedules, _previous_schedules
+
+
+def _jinja_environment(app) -> Environment:
+    return Environment(
+        loader=FileSystemLoader(app.srcdir),
+        undefined=StrictUndefined,
+        autoescape=False,
+        keep_trailing_newline=True,
+    )
+
+
+def _context(app) -> dict:
+    data = app.rapids_portal_data
+    return {
+        **data,
+        "api_docs": lambda section: _api_docs(data, section),
+        "current_schedules": lambda: _current_schedules(data),
+        "notice_table": lambda notice_type=None, pinned=False: _notice_table(
+            data, notice_type, pinned
+        ),
+        "platform_support_content": lambda: _platform_support(data),
+        "previous_schedules": lambda: _previous_schedules(data),
+    }
+
+
+def _builder_inited(app) -> None:
+    app.rapids_portal_data = _load_data(app)
+    app.rapids_portal_jinja = _jinja_environment(app)
+
+
+_GITHUB_ALERT_RE = re.compile(
+    r"^> \[!(NOTE|TIP|IMPORTANT|WARNING|CAUTION)\]\n((?:>.*(?:\n|$))*)",
+    re.MULTILINE,
+)
+
+
+def _convert_github_alerts(text: str) -> str:
+    """Convert GitHub alerts to MyST admonitions for the rendered portal."""
+
+    def replace(match: re.Match) -> str:
+        body = "\n".join(
+            line.removeprefix("> ").removeprefix(">") for line in match.group(2).splitlines()
+        )
+        return f"```{{{match.group(1).lower()}}}\n{body}\n```\n"
+
+    return _GITHUB_ALERT_RE.sub(replace, text)
+
+
+def _source_read(app, docname: str, source: list[str]) -> None:
+    raw = source[0]
+    if docname.startswith("notices/") and Path(docname).name[:3] in {"rdn", "rgn", "rsn"}:
+        post = frontmatter.loads(raw)
+        raw = _notice_header(post.metadata) + post.content
+    elif docname == "SECURITY":
+        raw = "---\norphan: true\n---\n\n" + _convert_github_alerts(raw)
+    template = app.rapids_portal_jinja.from_string(raw)
+    source[0] = template.render(_context(app))
diff --git a/extensions/rapids_docs/notices.py b/extensions/rapids_docs/notices.py
new file mode 100644
index 00000000000..8127e499545
--- /dev/null
+++ b/extensions/rapids_docs/notices.py
@@ -0,0 +1,126 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Render notices and generate their RSS feed."""
+
+import email.utils
+import html
+from datetime import UTC, datetime
+from pathlib import Path
+from xml.etree import ElementTree
+
+from bs4 import BeautifulSoup
+
+from .dates import _date, _long_date
+
+
+def _notice_date(notice: dict) -> datetime:
+    return _date(notice.get("notice_updated") or notice["notice_created"])
+
+
+def _notice_table(data: dict, notice_type: str | None = None, pinned: bool = False) -> str:
+    notices = data["notices"]
+    if notice_type:
+        notices = [notice for notice in notices if notice["notice_type"] == notice_type]
+    if pinned:
+        notices = [
+            notice for notice in notices if str(notice.get("notice_pin", "")).lower() == "true"
+        ]
+    notices = sorted(notices, key=_notice_date, reverse=True)
+    if not notices:
+        return "## No current notices"
+    output = [
+        "| Notice | Title | Topic | RAPIDS Version | Updated |",
+        "|:--|:--|:--|:--|:--|",
+    ]
+    for notice in notices:
+        updated = notice.get("notice_updated")
+        if not updated or _date(updated).date() == _date(notice["notice_created"]).date():
+            updated = notice["notice_created"]
+        output.append(
+            f"| **{notice['notice_type'].upper()} {notice['notice_id']}**<br>**{notice['notice_status']}** "
+            f"| [{notice['title']}](/notices/{Path(notice['docname']).name}/) "
+            f"| {notice['notice_topic']} | {notice['notice_rapids_version']} | {_long_date(updated)} |"
+        )
+    return "\n".join(output)
+
+
+def _notice_header(metadata: dict) -> str:
+    updated = metadata.get("notice_updated")
+    if not updated or _date(updated).date() == _date(metadata["notice_created"]).date():
+        updated_display = "N/A"
+    else:
+        updated_display = _long_date(updated)
+    return "\n".join(
+        [
+            "---",
+            "orphan: true",
+            "---",
+            f"# {metadata['notice_type'].upper()} {metadata['notice_id']} - {metadata['title']}",
+            "",
+            "| | |",
+            "|:--|:--|",
+            f"| **Author** | {metadata['notice_author']} |",
+            f"| **Status** | **{metadata['notice_status']}** |",
+            f"| **Topic** | {metadata['notice_topic']} |",
+            f"| **RAPIDS Version** | {metadata['notice_rapids_version']} |",
+            f"| **Created** | {_long_date(metadata['notice_created'])} |",
+            f"| **Updated** | {updated_display} |",
+            "",
+        ]
+    )
+
+
+def _rss_date(value) -> str:
+    parsed = _date(value)
+    if parsed.tzinfo is None:
+        parsed = parsed.replace(tzinfo=UTC)
+    return email.utils.format_datetime(parsed)
+
+
+def _build_rss(app, exception) -> None:
+    if exception is not None or app.builder.name not in {"html", "dirhtml"}:
+        return
+    data = app.rapids_portal_data
+    ElementTree.register_namespace("atom", "http://www.w3.org/2005/Atom")
+    rss = ElementTree.Element("rss", version="2.0")
+    channel = ElementTree.SubElement(rss, "channel")
+    ElementTree.SubElement(channel, "title").text = "NVIDIA RAPIDS Documentation - Notices"
+    ElementTree.SubElement(
+        channel, "description"
+    ).text = "Notices communicate and document changes in RAPIDS for contributors, developers, users, and the community."
+    ElementTree.SubElement(channel, "link").text = "https://docs.rapids.ai/notices/"
+    ElementTree.SubElement(
+        channel,
+        "{http://www.w3.org/2005/Atom}link",
+        href="https://docs.rapids.ai/notices/feed.xml",
+        rel="self",
+        type="application/rss+xml",
+    )
+    now = email.utils.format_datetime(datetime.now(UTC))
+    ElementTree.SubElement(channel, "pubDate").text = now
+    ElementTree.SubElement(channel, "lastBuildDate").text = now
+    ElementTree.SubElement(channel, "generator").text = "Sphinx"
+
+    for notice in sorted(data["notices"], key=_notice_date, reverse=True):
+        item = ElementTree.SubElement(channel, "item")
+        ElementTree.SubElement(item, "title").text = str(notice["title"])
+        output_path = Path(app.outdir) / notice["docname"] / "index.html"
+        if output_path.exists():
+            soup = BeautifulSoup(output_path.read_text(), "html.parser")
+            article = soup.select_one("article.bd-article") or soup.select_one("main")
+            description = article.decode_contents() if article else notice["body"]
+        else:
+            description = notice["body"]
+        ElementTree.SubElement(item, "description").text = html.unescape(description)
+        published = notice.get("notice_updated") or notice["notice_created"]
+        ElementTree.SubElement(item, "pubDate").text = _rss_date(published)
+        url = f"https://docs.rapids.ai/notices/{Path(notice['docname']).name}/"
+        ElementTree.SubElement(item, "link").text = url
+        ElementTree.SubElement(item, "guid", isPermaLink="true").text = url
+        for category in [*notice.get("tags", []), *notice.get("categories", [])]:
+            ElementTree.SubElement(item, "category").text = str(category)
+
+    output = Path(app.outdir) / "notices" / "feed.xml"
+    output.parent.mkdir(parents=True, exist_ok=True)
+    ElementTree.ElementTree(rss).write(output, encoding="utf-8", xml_declaration=True)
diff --git a/extensions/rapids_docs/output.py b/extensions/rapids_docs/output.py
new file mode 100644
index 00000000000..6c047c68073
--- /dev/null
+++ b/extensions/rapids_docs/output.py
@@ -0,0 +1,30 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Copy additional files into the built portal."""
+
+import shutil
+from pathlib import Path
+
+from .data import _source_dir
+
+
+def _copy_portal_files(app, exception) -> None:
+    """Copy trees whose root paths are part of the published site interface."""
+    if exception is not None or app.builder.name not in {"html", "dirhtml"}:
+        return
+    source_dir = _source_dir(app)
+    output_dir = Path(app.outdir)
+    for directory in ("assets", "licenses"):
+        shutil.copytree(
+            source_dir / directory,
+            output_dir / directory,
+            dirs_exist_ok=True,
+        )
+    for filename in ("LICENSE", "SECURITY.md"):
+        shutil.copy2(source_dir / filename, output_dir / filename)
+
+    # ``dirhtml`` correctly creates pretty URLs everywhere except the hosting
+    # platform's required top-level error document. sphinx-notfound-page has
+    # already rewritten this page's resource and navigation links as absolute.
+    shutil.copy2(output_dir / "404" / "index.html", output_dir / "404.html")
diff --git a/extensions/rapids_docs/platform_support.py b/extensions/rapids_docs/platform_support.py
new file mode 100644
index 00000000000..8b4f2feef34
--- /dev/null
+++ b/extensions/rapids_docs/platform_support.py
@@ -0,0 +1,84 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Render the platform support page."""
+
+
+def _compute_capability(cuda: dict) -> str:
+    capabilities = []
+    for capability in cuda["compute_capability"]:
+        sms = capability["sm"]
+        if not isinstance(sms, list):
+            sms = [sms]
+        capabilities.append(f"{capability['name']} ({', '.join(map(str, sms))})")
+    return ", ".join(capabilities) + " or newer"
+
+
+def _platform_support(data: dict) -> str:
+    releases = data["platform_support"]["releases"]
+    links = ", ".join(
+        f"[{release['version']}{' (nightly)' if release.get('nightly') else ''}]"
+        f"(#rapids-{str(release['version']).replace('.', '')})"
+        for release in releases
+    )
+    sections = [f"**Releases:** {links}"]
+    for release in releases:
+        title = f"## RAPIDS {release['version']}"
+        if release.get("nightly"):
+            title += " (nightly)"
+        cuda_headers = [f"CUDA {cuda['major']}" for cuda in release["cuda"]]
+        cuda_rows = [
+            (
+                "Toolkit",
+                [
+                    f"{cuda['toolkit_min']}"
+                    + (
+                        f" - {cuda['toolkit_max']}"
+                        if cuda["toolkit_min"] != cuda["toolkit_max"]
+                        else ""
+                    )
+                    for cuda in release["cuda"]
+                ],
+            ),
+            ("Driver", [f"{cuda['driver_min']}+" for cuda in release["cuda"]]),
+            ("Compute Capability", [_compute_capability(cuda) for cuda in release["cuda"]]),
+        ]
+        table = [
+            "| | " + " | ".join(cuda_headers) + " |",
+            "|:--|" + "|".join(":--" for _ in cuda_headers) + "|",
+        ]
+        table.extend(f"| **{name}** | " + " | ".join(values) + " |" for name, values in cuda_rows)
+        sections.append(
+            "\n".join(
+                [
+                    "---",
+                    "",
+                    title,
+                    "",
+                    '### <i class="fas fa-desktop" aria-hidden="true"></i> Operating Systems',
+                    "",
+                    f'- <i class="fab fa-linux" aria-hidden="true"></i> '
+                    f"**Linux (glibc {release['glibc_min']}+):** {', '.join(release['cpu_arch'])} "
+                    f"(tested on {', '.join(release['os_support'])})",
+                    '- <i class="fab fa-windows" aria-hidden="true"></i> '
+                    "**Windows:** Supported via [WSL](/install/#wsl2) with a compatible Linux distribution",
+                    "",
+                    '### <i class="fab fa-python" aria-hidden="true"></i> Python',
+                    "",
+                    f"**{', '.join(release['python'])}**",
+                    "",
+                    '### <i class="fas fa-microchip" aria-hidden="true"></i> CUDA',
+                    "",
+                    *table,
+                    "",
+                    '### <i class="fas fa-hammer" aria-hidden="true"></i> Source Builds',
+                    "",
+                    "| Dependency | Version |",
+                    "|:--|:--|",
+                    f"| **GCC** | {release['source_build']['gcc']} |",
+                    f"| **CCCL** | {release['source_build']['cccl']} |",
+                    f"| **nvCOMP** | {release['source_build']['nvcomp']} |",
+                ]
+            )
+        )
+    return "\n\n".join(sections)
diff --git a/extensions/rapids_docs/releases.py b/extensions/rapids_docs/releases.py
new file mode 100644
index 00000000000..49dce9a121c
--- /dev/null
+++ b/extensions/rapids_docs/releases.py
@@ -0,0 +1,133 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Render current and historical release schedules."""
+
+from .dates import _short_date
+
+
+def _schedule_table(release: dict) -> str:
+    rows = [
+        ("Development", release["dev"]),
+        (
+            "[Burn Down](/releases/process/#burn-down) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest)",
+            release["cudf_burndown"],
+        ),
+        ("[Burn Down](/releases/process/#burn-down) (others)", release["other_burndown"]),
+        (
+            "[Code Freeze/Testing](/releases/process/#code-freeze) (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf/nvForest)",
+            release["cudf_codefreeze"],
+        ),
+        (
+            "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
+            release["other_codefreeze"],
+        ),
+        ("[Release](/releases/process/#releasing)", release["release"]),
+    ]
+    output = ["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"]
+    output.extend(
+        f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
+        for name, values in rows
+    )
+    return "\n".join(output)
+
+
+def _current_schedules(data: dict) -> str:
+    releases = data["releases"]
+    return "\n\n".join(
+        [
+            f"## Release v{releases['nightly']['version']} Schedule",
+            "**NOTE:** *Dates are subject to change at any time. Completed release schedules are posted "
+            "[here](/releases/schedule/).*",
+            _schedule_table(releases["nightly"]),
+            f"## *PROPOSED* Release v{releases['next_nightly']['version']} Schedule",
+            _schedule_table(releases["next_nightly"]),
+        ]
+    )
+
+
+def _old_project_group(version: str) -> str:
+    group = "cuDF/RMM"
+    if version >= "23.06":
+        group += "/rapids-cmake/"
+        if version <= "24.12":
+            group += "cugraph-ops/"
+        group += "raft"
+    return group
+
+
+def _previous_schedules(data: dict) -> str:
+    sections = []
+    for release in data["previous_releases"]:
+        output = [f"### Release v{release['version']} Schedule", ""]
+        if release.get("dev"):
+            rows = [("Development", release["dev"])]
+            group_suffix = (
+                " (cuDF/RMM/rapids-cmake/raft/dask-cuda/KvikIO/ucxx/rapidsmpf)"
+                if release.get("other_burndown")
+                else ""
+            )
+            rows.append(
+                (
+                    f"[Burn Down](/releases/process/#burn-down){group_suffix}",
+                    release.get("cudf_burndown") or release["burndown"],
+                )
+            )
+            if release.get("other_burndown"):
+                rows.append(
+                    (
+                        "[Burn Down](/releases/process/#burn-down) (others)",
+                        release["other_burndown"],
+                    )
+                )
+            if release.get("cudf_codefreeze"):
+                rows.append(
+                    (
+                        f"[Code Freeze/Testing](/releases/process/#code-freeze){group_suffix}",
+                        release["cudf_codefreeze"],
+                    )
+                )
+                rows.append(
+                    (
+                        "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
+                        release["other_codefreeze"],
+                    )
+                )
+            else:
+                rows.append(
+                    ("[Code Freeze/Testing](/releases/process/#code-freeze)", release["codefreeze"])
+                )
+            rows.append(("[Release](/releases/process/#releasing)", release["release"]))
+            output.extend(["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"])
+            output.extend(
+                f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
+                for name, values in rows
+            )
+        elif release.get("date"):
+            output.extend(
+                ["| Phase | Date |", "|:--|:--|", f"| Release | {_short_date(release['date'])} |"]
+            )
+        else:
+            group = _old_project_group(release["version"])
+            rows = [
+                (f"Development ({group})", release["cudf_dev"]),
+                ("Development (others)", release["other_dev"]),
+                (f"[Burn Down](/releases/process/#burn-down) ({group})", release["cudf_burndown"]),
+                ("[Burn Down](/releases/process/#burn-down) (others)", release["other_burndown"]),
+                (
+                    f"[Code Freeze/Testing](/releases/process/#code-freeze) ({group})",
+                    release["cudf_codefreeze"],
+                ),
+                (
+                    "[Code Freeze/Testing](/releases/process/#code-freeze) (others)",
+                    release["other_codefreeze"],
+                ),
+                ("[Release](/releases/process/#releasing)", release["release"]),
+            ]
+            output.extend(["| Phase | Start | End | Duration |", "|:--|:--|:--|:--|"])
+            output.extend(
+                f"| {name} | {_short_date(values['start'])} | {_short_date(values['end'])} | {values['days']} days |"
+                for name, values in rows
+            )
+        sections.append("\n".join(output))
+    return "\n\n".join(sections)
diff --git a/pyproject.toml b/pyproject.toml
index 563146b7cd3..d76fd0126ae 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,7 +37,7 @@ target-version = "py312"
 select = ["B", "E", "F", "I", "UP"]
 
 [tool.ruff.lint.per-file-ignores]
-"extensions/rapids_docs.py" = ["E501"]
+"extensions/rapids_docs/*.py" = ["E501"]
 
 [tool.pytest.ini_options]
 pythonpath = ["."]
diff --git a/tests/test_rendering.py b/tests/test_rendering.py
index 346dc6e1eb5..e98c4a63ca8 100644
--- a/tests/test_rendering.py
+++ b/tests/test_rendering.py
@@ -5,38 +5,47 @@
 from types import SimpleNamespace
 
 from extensions import rapids_docs
+from extensions.rapids_docs import api, lifecycle, notices, platform_support, releases
+from extensions.rapids_docs import data as portal_data
 
 ROOT = Path(__file__).resolve().parents[1]
 APP = SimpleNamespace(srcdir=str(ROOT))
 
 
-def test_data_driven_content() -> None:
-    data = rapids_docs._load_data(APP)
+def test_api_docs() -> None:
+    data = portal_data._load_data(APP)
     stable_version = data["releases"]["stable"]["version"]
     nightly_version = data["releases"]["nightly"]["version"]
     legacy_version = data["releases"]["legacy"]["version"]
 
-    api = rapids_docs._api_docs(data, "apis")
-    assert f"Stable ({stable_version})" in api
-    assert "/api/cudf/stable/" in api
-    assert "::::{grid} 1 1 1 1" in api
-    assert ":::{grid-item-card} cuDF" in api
-    assert "**Documentation:**" in api
-    assert "[GitHub]" in api
-    assert "DOCS" not in api
-    assert api.index(f"Nightly ({nightly_version})") < api.index(f"Stable ({stable_version})")
-    assert api.index(f"Stable ({stable_version})") < api.index(f"Legacy ({legacy_version})")
-
-    inactive = rapids_docs._api_docs(data, "inactive-projects")
+    rendered = api._api_docs(data, "apis")
+    assert f"Stable ({stable_version})" in rendered
+    assert "/api/cudf/stable/" in rendered
+    assert "::::{grid} 1 1 1 1" in rendered
+    assert ":::{grid-item-card} cuDF" in rendered
+    assert "**Documentation:**" in rendered
+    assert "[GitHub]" in rendered
+    assert "DOCS" not in rendered
+    assert rendered.index(f"Nightly ({nightly_version})") < rendered.index(
+        f"Stable ({stable_version})"
+    )
+    assert rendered.index(f"Stable ({stable_version})") < rendered.index(
+        f"Legacy ({legacy_version})"
+    )
+
+    inactive = api._api_docs(data, "inactive-projects")
     inactive_project = next(
         project
         for project in data["docs"]["inactive-projects"].values()
         if not project.get("hidden", False) and project["versions"].get("stable") == 1
     )
-    inactive_version = rapids_docs._version_label(inactive_project, "stable", data["releases"])
+    inactive_version = api._version_label(inactive_project, "stable", data["releases"])
     assert f"Stable ({inactive_version})" in inactive
 
-    platform = rapids_docs._platform_support(data)
+
+def test_platform_support() -> None:
+    data = portal_data._load_data(APP)
+    platform = platform_support._platform_support(data)
     platform_release = data["platform_support"]["releases"][0]
     assert f"RAPIDS {platform_release['version']}" in platform
     assert f"CUDA {platform_release['cuda'][0]['major']}" in platform
@@ -47,41 +56,66 @@ def test_data_driven_content() -> None:
     assert 'class="fas fa-microchip"' in platform
     assert 'class="fas fa-hammer"' in platform
 
-    schedules = rapids_docs._current_schedules(data)
+
+def test_release_schedules() -> None:
+    data = portal_data._load_data(APP)
+    nightly_version = data["releases"]["nightly"]["version"]
+    schedules = releases._current_schedules(data)
     assert f"Release v{nightly_version} Schedule" in schedules
     assert "PROPOSED" in schedules
+    previous_version = data["previous_releases"][0]["version"]
+    assert f"Release v{previous_version} Schedule" in releases._previous_schedules(data)
 
 
 def test_standard_jinja_syntax_and_raw_blocks() -> None:
     app = SimpleNamespace(srcdir=str(ROOT))
-    app.rapids_portal_data = rapids_docs._load_data(app)
-    template = rapids_docs._jinja_environment(app).from_string(
+    app.rapids_portal_data = portal_data._load_data(app)
+    template = lifecycle._jinja_environment(app).from_string(
         "{{ releases.stable.version }}\n{% raw %}${{ matrix.PY_VER }}{% endraw %}\n"
     )
 
-    rendered = template.render(rapids_docs._context(app))
+    rendered = template.render(lifecycle._context(app))
     stable_version = app.rapids_portal_data["releases"]["stable"]["version"]
 
     assert rendered == stable_version + "\n${{ matrix.PY_VER }}\n"
 
 
 def test_notice_metadata_and_indexes() -> None:
-    data = rapids_docs._load_data(APP)
+    data = portal_data._load_data(APP)
     source_notices = list((ROOT / "notices").glob("r[dgs]n[0-9][0-9][0-9][0-9].md"))
     assert len(data["notices"]) == len(source_notices)
 
-    support_notices = rapids_docs._notice_table(data, "rsn")
+    support_notices = notices._notice_table(data, "rsn")
     support_notice = next(notice for notice in data["notices"] if notice["notice_type"] == "rsn")
     assert f"RSN {support_notice['notice_id']}" in support_notices
     assert support_notice["title"] in support_notices
 
-    pinned = rapids_docs._notice_table(data, pinned=True)
+    pinned = notices._notice_table(data, pinned=True)
     pinned_notice = next(notice for notice in data["notices"] if notice.get("notice_pin"))
     assert f"{pinned_notice['notice_type'].upper()} {pinned_notice['notice_id']}" in pinned
 
 
 def test_github_alert_conversion() -> None:
     source = "> [!WARNING]\n> Do not report security vulnerabilities publicly!\n"
-    converted = rapids_docs._convert_github_alerts(source)
+    converted = lifecycle._convert_github_alerts(source)
 
     assert converted == ("```{warning}\nDo not report security vulnerabilities publicly!\n```\n")
+
+
+def test_extension_setup() -> None:
+    connections = []
+    app = SimpleNamespace(connect=lambda event, callback: connections.append((event, callback)))
+
+    metadata = rapids_docs.setup(app)
+
+    assert [event for event, _ in connections] == [
+        "builder-inited",
+        "source-read",
+        "build-finished",
+        "build-finished",
+    ]
+    assert metadata == {
+        "version": "1.0",
+        "parallel_read_safe": False,
+        "parallel_write_safe": True,
+    }

From 50032db50d17cd2ad18307603b6287e3cabc54fd Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Sun, 12 Jul 2026 09:31:34 -0500
Subject: [PATCH 17/22] Restore notice status labels

Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 extensions/rapids_docs/notices.py | 14 +++++++++++--
 sphinx/_static/css/custom.css     | 33 +++++++++++++++++++++++++++++++
 tests/test_rendering.py           | 21 ++++++++++++++++++++
 3 files changed, 66 insertions(+), 2 deletions(-)

diff --git a/extensions/rapids_docs/notices.py b/extensions/rapids_docs/notices.py
index 8127e499545..70d6ce2c437 100644
--- a/extensions/rapids_docs/notices.py
+++ b/extensions/rapids_docs/notices.py
@@ -13,11 +13,21 @@
 
 from .dates import _date, _long_date
 
+_NOTICE_STATUS_COLORS = {"blue", "green", "purple", "red", "yellow"}
+
 
 def _notice_date(notice: dict) -> datetime:
     return _date(notice.get("notice_updated") or notice["notice_created"])
 
 
+def _notice_status_label(notice: dict) -> str:
+    color = str(notice.get("notice_status_color", "blue")).lower()
+    if color not in _NOTICE_STATUS_COLORS:
+        color = "blue"
+    status = html.escape(str(notice["notice_status"]))
+    return f'<span class="notice-status-label notice-status-{color}">{status}</span>'
+
+
 def _notice_table(data: dict, notice_type: str | None = None, pinned: bool = False) -> str:
     notices = data["notices"]
     if notice_type:
@@ -38,7 +48,7 @@ def _notice_table(data: dict, notice_type: str | None = None, pinned: bool = Fal
         if not updated or _date(updated).date() == _date(notice["notice_created"]).date():
             updated = notice["notice_created"]
         output.append(
-            f"| **{notice['notice_type'].upper()} {notice['notice_id']}**<br>**{notice['notice_status']}** "
+            f"| **{notice['notice_type'].upper()} {notice['notice_id']}**<br>{_notice_status_label(notice)} "
             f"| [{notice['title']}](/notices/{Path(notice['docname']).name}/) "
             f"| {notice['notice_topic']} | {notice['notice_rapids_version']} | {_long_date(updated)} |"
         )
@@ -61,7 +71,7 @@ def _notice_header(metadata: dict) -> str:
             "| | |",
             "|:--|:--|",
             f"| **Author** | {metadata['notice_author']} |",
-            f"| **Status** | **{metadata['notice_status']}** |",
+            f"| **Status** | {_notice_status_label(metadata)} |",
             f"| **Topic** | {metadata['notice_topic']} |",
             f"| **RAPIDS Version** | {metadata['notice_rapids_version']} |",
             f"| **Created** | {_long_date(metadata['notice_created'])} |",
diff --git a/sphinx/_static/css/custom.css b/sphinx/_static/css/custom.css
index d326ce37c4f..5ea37dee429 100644
--- a/sphinx/_static/css/custom.css
+++ b/sphinx/_static/css/custom.css
@@ -74,6 +74,39 @@
   margin-bottom: 0;
 }
 
+.notice-status-label {
+  display: inline-block;
+  padding: 0.16em 0.42em;
+  color: #fff;
+  font-size: inherit;
+  font-weight: 700;
+  text-transform: uppercase;
+  vertical-align: inherit;
+  white-space: nowrap;
+}
+
+.notice-status-blue {
+  background-color: #2869e6;
+}
+
+.notice-status-green {
+  color: #1a1a1a;
+  background-color: var(--nv-color-green);
+}
+
+.notice-status-purple {
+  background-color: #5e41d0;
+}
+
+.notice-status-red {
+  background-color: #e94c4c;
+}
+
+.notice-status-yellow {
+  color: #44434d;
+  background-color: #f7d12e;
+}
+
 @media (max-width: 720px) {
   .selector-bg .container-padding {
     min-width: 40rem;
diff --git a/tests/test_rendering.py b/tests/test_rendering.py
index e98c4a63ca8..2861030dd5e 100644
--- a/tests/test_rendering.py
+++ b/tests/test_rendering.py
@@ -89,12 +89,33 @@ def test_notice_metadata_and_indexes() -> None:
     support_notice = next(notice for notice in data["notices"] if notice["notice_type"] == "rsn")
     assert f"RSN {support_notice['notice_id']}" in support_notices
     assert support_notice["title"] in support_notices
+    assert 'class="notice-status-label notice-status-green">Completed</span>' in support_notices
+    assert 'class="notice-status-label notice-status-yellow">In Progress</span>' in support_notices
 
     pinned = notices._notice_table(data, pinned=True)
     pinned_notice = next(notice for notice in data["notices"] if notice.get("notice_pin"))
     assert f"{pinned_notice['notice_type'].upper()} {pinned_notice['notice_id']}" in pinned
 
 
+def test_notice_status_labels() -> None:
+    assert (
+        notices._notice_status_label({"notice_status": "Completed", "notice_status_color": "green"})
+        == '<span class="notice-status-label notice-status-green">Completed</span>'
+    )
+    assert (
+        notices._notice_status_label(
+            {"notice_status": "In Progress", "notice_status_color": "yellow"}
+        )
+        == '<span class="notice-status-label notice-status-yellow">In Progress</span>'
+    )
+    assert (
+        notices._notice_status_label(
+            {"notice_status": "<Unknown>", "notice_status_color": "invalid"}
+        )
+        == '<span class="notice-status-label notice-status-blue">&lt;Unknown&gt;</span>'
+    )
+
+
 def test_github_alert_conversion() -> None:
     source = "> [!WARNING]\n> Do not report security vulnerabilities publicly!\n"
     converted = lifecycle._convert_github_alerts(source)

From 41887bb7d70c5b84eafb429ee94fb50436231403 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Sun, 12 Jul 2026 10:20:23 -0500
Subject: [PATCH 18/22] Cleanup

---
 CONTRIBUTING.md               | 2 +-
 README.md                     | 5 -----
 sphinx/_templates/layout.html | 3 ---
 3 files changed, 1 insertion(+), 9 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9835d0b63ab..86073808732 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -27,7 +27,7 @@ The server uses port 8000 by default. Pass a different port when needed:
 make serve PORT=8080
 ```
 
-Run the complete credential-free validation suite before submitting a change:
+Run site validation before submitting a change:
 
 ```shell
 make check
diff --git a/README.md b/README.md
index 21e57e3a5de..814fb0106e8 100644
--- a/README.md
+++ b/README.md
@@ -53,8 +53,3 @@ a portal-only preview. Merges to `main` continue to deploy the production site.
 - `ci/` downloads and post-processes versioned API and deployment documentation.
 - `scripts/` and `tests/` validate rendered routes, content, and publication
   behavior.
-
-## Migration history
-
-The Sphinx portal was initially migrated from the Jekyll site at
-[`rapidsai/docs@b6afa0c`](https://github.com/rapidsai/docs/commit/b6afa0cbf4ddfc4c0a21f7c79b18631f214fd759).
diff --git a/sphinx/_templates/layout.html b/sphinx/_templates/layout.html
index 720d3329fbb..5742c502487 100644
--- a/sphinx/_templates/layout.html
+++ b/sphinx/_templates/layout.html
@@ -3,7 +3,4 @@
 {% block extrahead %}
 {{ super() }}
 <meta property="og:site_name" content="NVIDIA RAPIDS Documentation">
-<meta property="og:image" content="https://rapids.ai/assets/images/og_image.png">
-<meta name="twitter:card" content="summary">
-<meta name="twitter:image" content="https://rapids.ai/assets/images/og_image.png">
 {% endblock %}

From e6ee6ef0cdaa0c9e07231f58b9e179135d05beb5 Mon Sep 17 00:00:00 2001
From: James Lamb <jaylamb20@gmail.com>
Date: Tue, 7 Jul 2026 16:54:50 -0500
Subject: [PATCH 19/22] RSN 60: mark complete (#808)

https://github.com/rapidsai/cuxfilter is now archived and the 26.06 release is done. The RSN about archiving `cuxfilter` can be marked complete.

Authors:
  - James Lamb (https://github.com/jameslamb)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: https://github.com/rapidsai/docs/pull/808
(cherry picked from commit ff3968c5293af0624190e7335dff2f40a9164581)
Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 notices/rsn0060.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/notices/rsn0060.md b/notices/rsn0060.md
index 51f555386ce..59d83a50572 100644
--- a/notices/rsn0060.md
+++ b/notices/rsn0060.md
@@ -10,8 +10,8 @@ notice_pin: true # set to true to pin to notice page
 
 title: "Sunsetting cuxfilter after RAPIDS Release v26.06"
 notice_author: RAPIDS TPM
-notice_status: In Progress
-notice_status_color: yellow
+notice_status: Completed
+notice_status_color: green
 # 'notice_status' and 'notice_status_color' combinations:
 #   "Proposal" - "blue"
 #   "Completed" - "green"
@@ -22,7 +22,7 @@ notice_topic: Platform Support Change
 notice_rapids_version: "v26.06+"
 notice_created: 2026-05-22
 # 'notice_updated' should match 'notice_created' until an update is made
-notice_updated: 2026-05-22
+notice_updated: 2026-07-07
 ---
 
 ## Overview

From 26b7bb9c944421910c9d0899f40bd62712a9b04e Mon Sep 17 00:00:00 2001
From: James Lamb <jaylamb20@gmail.com>
Date: Tue, 7 Jul 2026 17:12:02 -0500
Subject: [PATCH 20/22] move cuxfilter to 'inactive' projects, remove
 references (#809)

Contributes to https://github.com/rapidsai/build-planning/issues/291

* moves `cuxfilter` to the "inactive projects' section of the API docs
* removes references encouraging its use

Authors:
  - James Lamb (https://github.com/jameslamb)

Approvers:
  - Bradley Dice (https://github.com/bdice)

URL: https://github.com/rapidsai/docs/pull/809
(cherry picked from commit 922b6932626d39a2c383f4dabd53913e885d6b0e)
Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 _data/docs.yml                             | 27 +++++++++++++---------
 _includes/selector.html                    |  6 ++---
 ci/customization/projects-to-versions.json |  9 ++++----
 user-guide/index.md                        |  4 ----
 visualization/index.md                     | 18 ++-------------
 5 files changed, 25 insertions(+), 39 deletions(-)

diff --git a/_data/docs.yml b/_data/docs.yml
index 939c48953e9..3724be766fc 100644
--- a/_data/docs.yml
+++ b/_data/docs.yml
@@ -46,17 +46,6 @@ apis:
       legacy: 1
       stable: 1
       nightly: 1
-  cuxfilter:
-    name: cuxfilter
-    path: cuxfilter
-    desc: 'cuxfilter acts as a connector library, which provides the connections between different visualization libraries and a GPU dataframe without much hassle. This also allows the user to use charts from different libraries in a single dashboard, while also providing the interaction.'
-    ghlink: https://github.com/rapidsai/cuxfilter
-    cllink: https://github.com/rapidsai/cuxfilter/blob/main/CHANGELOG.md
-    versions:
-      # enable or disable links; 0 = disabled, 1 = enabled
-      legacy: 1
-      stable: 1
-      nightly: 1
   cudf-java:
     name: 'Java + cuDF'
     path: cudf-java
@@ -294,6 +283,22 @@ inactive-projects:
     version-overrides:
       legacy: "25.02"
       stable: "25.04"
+  cuxfilter:
+    name: cuxfilter
+    path: cuxfilter
+    desc: 'cuxfilter acts as a connector library, which provides the connections between different visualization libraries and a GPU dataframe without much hassle. This also allows the user to use charts from different libraries in a single dashboard, while also providing the interaction.'
+    ghlink: https://github.com/rapidsai/cuxfilter
+    cllink: https://github.com/rapidsai/cuxfilter/blob/main/CHANGELOG.md
+    versions:
+      # enable or disable links; 0 = disabled, 1 = enabled
+      legacy: 1
+      stable: 1
+      nightly: 0
+    # always use these specific versions for these specific paths, regardless
+    # of the current state of RAPIDS
+    version-overrides:
+      legacy: "26.04"
+      stable: "26.06"
   libcuproj:
     name: libcuproj
     path: libcuproj
diff --git a/_includes/selector.html b/_includes/selector.html
index 423b58326c0..9852779e163 100644
--- a/_includes/selector.html
+++ b/_includes/selector.html
@@ -467,11 +467,11 @@
             img_loc: ["NGC", "Docker Hub"],
             img_types: ["Base", "Notebooks"],
             packages: ["Standard", "Choose Specific Packages"],
-            additional_pip_packages: ["cuDF", "dask-cuDF", "cuML", "cuGraph/nx-cugraph", "cuxfilter", "cuCIM", "RAFT", "cuVS", "nvForest"],
-            additional_rapids_packages: ["cuDF", "cuML", "cuGraph", "cuxfilter", "cuCIM", "RAFT", "cuVS", "nvForest"],
+            additional_pip_packages: ["cuDF", "dask-cuDF", "cuML", "cuGraph/nx-cugraph", "cuCIM", "RAFT", "cuVS", "nvForest"],
+            additional_rapids_packages: ["cuDF", "cuML", "cuGraph", "cuCIM", "RAFT", "cuVS", "nvForest"],
             additional_packages: ["Graphistry", "JupyterLab", "NetworkX + nx-cugraph", "Plotly Dash", "PyTorch", "TensorFlow", "Xarray-Spatial"],
             note_prefix: "<i class='fas fa-info-circle text-blue'></i>",
-            rapids_meta_pkgs: ["cuDF", "cuML", "cuGraph", "nx-cugraph", "cuxfilter", "cuCIM", "RAFT", "cuVS"],
+            rapids_meta_pkgs: ["cuDF", "cuML", "cuGraph", "nx-cugraph", "cuCIM", "RAFT", "cuVS"],
             getStableVersion() {
                 return "{{ releases.stable.version }}";
             },
diff --git a/ci/customization/projects-to-versions.json b/ci/customization/projects-to-versions.json
index db0c801f2f1..cc1439289ad 100644
--- a/ci/customization/projects-to-versions.json
+++ b/ci/customization/projects-to-versions.json
@@ -19,11 +19,6 @@
     "stable": "26.06",
     "nightly": "26.08"
   },
-  "cuxfilter": {
-    "legacy": "26.04",
-    "stable": "26.06",
-    "nightly": "26.08"
-  },
   "cudf-java": {
     "legacy": "26.04",
     "stable": "26.06"
@@ -115,6 +110,10 @@
     "legacy": "25.02",
     "stable": "25.04"
   },
+  "cuxfilter": {
+    "legacy": "26.04",
+    "stable": "26.06"
+  },
   "libcuproj": {
     "legacy": "25.02",
     "stable": "25.04"
diff --git a/user-guide/index.md b/user-guide/index.md
index a489d776de1..320d57fd692 100644
--- a/user-guide/index.md
+++ b/user-guide/index.md
@@ -30,10 +30,6 @@ The RAPIDS data science framework is a collection of libraries for running end-t
  Start with the [cuSpatial User Guide](/api/cuspatial/stable/user_guide/cuspatial_api_examples/) for an intro to GPU Accelerated Spatial Analytics.
 
 
-**<i class="fa-solid fa-chart-bar"></i> Accelerated Cross Filtered Visualization with [cuxfilter](https://github.com/rapidsai/cuxfilter)**:
- Start with [10 Minutes to Cuxfilter](api/cuxfilter/stable/user_guide/10_minutes_to_cuxfilter/) to get an overview of how to quickly create a dashboard. There are also broader examples in the [RAPIDS Visualization Guides](https://github.com/rapidsai/cuxfilter/tree/HEAD/notebooks/RAPIDS%20Visualization%20Guide).
-
-
 **<i class="fa-solid fa-images"></i> Computer Vision and Analytics with [cuCIM](https://github.com/rapidsai/cucim)**:
  Start with the [Welcome Notebook](https://github.com/rapidsai/cucim/blob/branch-{{ releases.stable.version }}/notebooks/Welcome.ipynb) for links to resources guides and a good overview of the project structure.
 
diff --git a/visualization/index.md b/visualization/index.md
index 99b525a0e6b..32777861444 100644
--- a/visualization/index.md
+++ b/visualization/index.md
@@ -17,7 +17,6 @@ RAPIDS libraries can easily fit in visualization workflows. This catalog of feat
 ## Other Notable Libraries
 - **[Panel](#panel):** A high-level app and dashboarding solution for the Python ecosystem.
 - **[PyDeck](#pydeck):** Python bindings for interactive spatial visualizations with webGL powered deck.gl, optimized for a Jupyter environment.
-- **[cuxfilter](#cuxfilter):** RAPIDS developed cross filtering dashboarding tool that integrates many of the libraries above.
 - **[node RAPIDS](#noderapids):** RAPIDS bindings in nodeJS, a high performance JS/TypeScript visualization alternative to using Python.
 
 
@@ -27,13 +26,11 @@ The below libraries directly use RAPIDS cuDF/Dask-cuDF and/or cuSpatial to creat
 - **[Holoviews with Linked Brushing User Guide](https://holoviews.org/user_guide/Linked_Brushing.html?highlight=linked%20brushing)**
 - **[Datashader User Guide](https://datashader.org/user_guide/Performance.html)**
 - **[Plotly Dash with Holoviews Docs](https://dash.plotly.com/holoviews#gpu-accelerating-datashader-and-linked-selections-with-rapids)**
-- **[cuxfilter GitHub](https://github.com/rapidsai/cuxfilter)**
-
 
 :::{note}
 **Web Hosted vs Local Hosted Chart Interaction**
 
-When interacting with this page through a website, the interactive examples below are all **static and use pre-computed data.** To run a true interactive version, host through the **active** instance found on our [cuxfilter GitHub Notebooks](https://github.com/rapidsai/cuxfilter/tree/branch-{{ releases.stable.version }}/notebooks/RAPIDS%20Visualization%20Guide).
+When interacting with this page through a website, the interactive examples below are all **static and use pre-computed data.**
 :::
 
 {% include "_includes/viz-cdn-js-css.html" %}
@@ -73,7 +70,7 @@ When interacting with this page through a website, the interactive examples belo
 <img src="/assets/images/clifford_interact.png" width="130px" class="visualization-preview"></a>
 
 - Datashader is a graphics pipeline system for creating meaningful representations of large datasets quickly and flexibly.
-- Datashader is able to render a variety of chart types statically, and interactively when combined with other libraries like HoloViews or cuxfilter.
+- Datashader is able to render a variety of chart types statically, and interactively when combined with other libraries like HoloViews.
 - Read about Datashader at [datashader.org](https://datashader.org) and explore its examples.
 - Read about [RAPIDS compatibility](https://datashader.org/user_guide/Performance.html?highlight=cudf#data-objects).
 <br/>
@@ -150,17 +147,6 @@ When interacting with this page through a website, the interactive examples belo
 - Further [Documentation](https://pydeck.gl/layer.html).
 
 
-<a id='cuxfilter'></a><br/>
-<img src="/assets/images/rapids_logo.png" width="150px" class="visualization-logo">
-<span style="color:#7400ff; font-size:2.5em; vertical-align: middle;">cuxfilter</span>
-<a href="https://docs.rapids.ai/api/cuxfilter/nightly/examples/examples.html" target="_blank" title="cuxfilter example page">
-<img src="/assets/images/cuxfilter-demo.gif" width="220px" class="visualization-preview"></a>
-<br/>
-- cuxfilter is a RAPIDS developed cross filtering library which enables GPU accelerated dashboards, using best in class charting libraries, with just a few lines of Python.
-- Read about cuxfilter at [github.com/rapidsai/cuxfilter](https://github.com/rapidsai/cuxfilter) and explore its examples [docs.rapids.ai/api/cuxfilter/stable/examples/examples.html](https://docs.rapids.ai/api/cuxfilter/stable/examples/examples.html).
-- Further [Documentation](https://docs.rapids.ai/api/cuxfilter/stable/10_minutes_to_cuxfilter.html).
-
-
 <a id='noderapids'></a><br/>
 <img src="/assets/images/rapids_logo.png" width="150px" class="visualization-logo">
 <span style="color:#7400ff; font-size:2.5em; vertical-align: middle;">nodeRAPIDS</span>

From 42f070eadcbb7715412eb37a546899d586c68ca3 Mon Sep 17 00:00:00 2001
From: Bradley Dice <bdice@bradleydice.com>
Date: Fri, 10 Jul 2026 09:53:50 -0500
Subject: [PATCH 21/22] Remove TensorFlow and enable PyTorch with CUDA 13
 (#811)

## Summary

- Removes TensorFlow from the install selector's **Additional Packages** options and deletes obsolete compatibility notes.
- Allows PyTorch to be selected with CUDA 13. I validated that current official PyTorch wheels and conda-forge packages support CUDA 13.

Authors:
  - Bradley Dice (https://github.com/bdice)

Approvers:
  - James Lamb (https://github.com/jameslamb)

URL: https://github.com/rapidsai/docs/pull/811
(cherry picked from commit 792777e0d26b9d6f559388f97be4f83c3cb6cde3)
Signed-off-by: Bradley Dice <bdice@bradleydice.com>
---
 _includes/selector.html | 14 +-------------
 1 file changed, 1 insertion(+), 13 deletions(-)

diff --git a/_includes/selector.html b/_includes/selector.html
index 9852779e163..24069595cc2 100644
--- a/_includes/selector.html
+++ b/_includes/selector.html
@@ -469,7 +469,7 @@
             packages: ["Standard", "Choose Specific Packages"],
             additional_pip_packages: ["cuDF", "dask-cuDF", "cuML", "cuGraph/nx-cugraph", "cuCIM", "RAFT", "cuVS", "nvForest"],
             additional_rapids_packages: ["cuDF", "cuML", "cuGraph", "cuCIM", "RAFT", "cuVS", "nvForest"],
-            additional_packages: ["Graphistry", "JupyterLab", "NetworkX + nx-cugraph", "Plotly Dash", "PyTorch", "TensorFlow", "Xarray-Spatial"],
+            additional_packages: ["Graphistry", "JupyterLab", "NetworkX + nx-cugraph", "Plotly Dash", "PyTorch", "Xarray-Spatial"],
             note_prefix: "<i class='fas fa-info-circle text-blue'></i>",
             rapids_meta_pkgs: ["cuDF", "cuML", "cuGraph", "nx-cugraph", "cuCIM", "RAFT", "cuVS"],
             getStableVersion() {
@@ -749,13 +749,6 @@
 
                 if (this.active_additional_packages.length) {
                     notes = [...notes, "Third-party packages are not tested."];
-
-                    if (this.active_additional_packages.includes("PyTorch")) {
-                        notes = [...notes, "PyTorch requires CUDA 12."];
-                    }
-                    if (this.active_additional_packages.includes("TensorFlow")) {
-                        notes = [...notes, "TensorFlow requires CUDA 12."];
-                    }
                 }
 
                 return notes.map(note => this.note_prefix + " " + note);
@@ -833,9 +826,6 @@
             },
             disableUnsupportedCuda(cuda_version) {
                 var isDisabled = false;
-                // PyTorch and TensorFlow do not support CUDA 13 yet
-                if (this.active_additional_packages.includes("PyTorch") && (!cuda_version.startsWith("12"))) isDisabled = true;
-                if (this.active_additional_packages.includes("TensorFlow") && (!cuda_version.startsWith("12"))) isDisabled = true;
                 return isDisabled;
             },
             disableUnsupportedPython(python_version) {
@@ -996,8 +986,6 @@
                     return;
                 }
                 this.active_additional_packages = [...this.active_additional_packages, package];
-                if (this.active_additional_packages.includes("PyTorch") && this.active_conda_cuda_ver !== "12") this.active_conda_cuda_ver = "12";
-                if (this.active_additional_packages.includes("TensorFlow") && this.active_conda_cuda_ver !== "12") this.active_conda_cuda_ver = "12";
             },
             copyToClipboard() {
                 let range = document.createRange();

From c03a97a58f0c52bfe47b50682ef64c129884ba9d Mon Sep 17 00:00:00 2001
From: Mike McCarty <mmccarty@nvidia.com>
Date: Mon, 13 Jul 2026 12:42:37 -0400
Subject: [PATCH 22/22] Use concise site navigation titles

Signed-off-by: Mike McCarty <mmccarty@nvidia.com>
---
 index.md               | 12 ++++-----
 install/index.md       | 56 +++++++++++++++++++++---------------------
 visualization/index.md |  4 +--
 3 files changed, 36 insertions(+), 36 deletions(-)

diff --git a/index.md b/index.md
index c0e75faa70c..fb8f2a0dcae 100644
--- a/index.md
+++ b/index.md
@@ -79,12 +79,12 @@ you. Visit [RAPIDS.ai](https://rapids.ai) for more information on the overall pr
 ```{toctree}
 :hidden:
 
-install/index
-platform-support/index
-user-guide/index
-api
-visualization/index
-maintainers/index
+Installation Guide <install/index>
+Platform Support <platform-support/index>
+User Guide <user-guide/index>
+API Docs <api>
+Visualization Guide <visualization/index>
+Maintainer Docs <maintainers/index>
 contributing/index
 notices/index
 ```
diff --git a/install/index.md b/install/index.md
index db5a359a748..8231d4625f8 100644
--- a/install/index.md
+++ b/install/index.md
@@ -28,7 +28,7 @@ RAPIDS has several methods for installation, depending on the preferred environm
 <hr/>
 <div id="selector"></div>
 
-# Install RAPIDS
+## Install RAPIDS
 Use the selector tool below to select your preferred method, packages, and environment to install RAPIDS. Certain combinations may not be possible and are dimmed automatically.
 
 {% include "_includes/selector.html" %}
@@ -36,9 +36,9 @@ Use the selector tool below to select your preferred method, packages, and envir
 <br/>
 <div id="troubleshooting"></div>
 
-## Installation Troubleshooting
+### Installation Troubleshooting
 
-### Conda Issues
+#### Conda Issues
 <i class="fas fa-info-circle"></i> A `conda create error` occurs:<br/>
 To resolve this error please follow one of these steps:
 - If the Conda installation is older than `23.10`, please update to the latest version. This will include [libmamba](https://conda.org/blog/2023-11-06-conda-23-10-0-release/) to significantly accelerate environment solving
@@ -65,7 +65,7 @@ Note that if you installed conda with [Miniforge](https://conda-forge.org/downlo
 
 In general [mixing `conda-forge` and `defaults` channels is not supported](https://conda-forge.org/docs/user/transitioning_from_defaults/). RAPIDS packages are published to a separate `rapidsai` channel that is designed for compatibility with `conda-forge`, not `defaults`.
 
-### Docker Issues
+#### Docker Issues
 <i class="fas fa-exclamation-triangle"></i> RAPIDS `23.08` brought significant Docker changes. <br/>
 To learn more about these changes, please see the [RAPIDS Container README](https://hub.docker.com/r/rapidsai/base). Some key notes below:
 - `Development` images are no longer being published, RAPIDS now uses [Dev Containers](https://code.visualstudio.com/docs/devcontainers/containers) for development
@@ -80,7 +80,7 @@ To learn more about these changes, please see the [RAPIDS Container README](http
 - For a full list of changes please see this [RAPIDS Docker Issue](https://github.com/rapidsai/docker/issues/539)
 
 
-### pip Issues
+#### pip Issues
 <i class="fas fa-info-circle"></i> pip installations require using the matching wheel to the system's installed CUDA toolkit. For example, if you have the CUDA 12 toolkit, install the `-cu12` wheels.<br/>
 <i class="fas fa-info-circle"></i> Infiniband is not supported yet. <br/>
 <i class="fas fa-info-circle"></i> These packages are not compatible with Tensorflow pip packages. Please use the [NGC containers](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tensorflow) or conda packages instead. <br/>
@@ -97,15 +97,15 @@ Check the suggestions below for possible resolutions:
 
 <br/>
 
-### WSL2 Issues
+#### WSL2 Issues
 See the WSL2 setup [troubleshooting section](#wsl2-troubleshooting).
 
 
 <hr/>
 <div id="system-req"></div>
 
-# System Requirements
-## OS / GPU Driver / CUDA Versions
+## System Requirements
+### OS / GPU Driver / CUDA Versions
 All provisioned systems need to be RAPIDS capable. Below is a list of requirements for the current release. For requirements of historical RAPIDS versions, see [Platform Support](/platform-support/).
 
 <i class="fas fa-microchip"></i> **GPU:** NVIDIA Volta™ or higher with [compute capability](https://developer.nvidia.com/cuda-gpus) 7.0+
@@ -128,9 +128,9 @@ All provisioned systems need to be RAPIDS capable. Below is a list of requiremen
 
 See [CUDA compatibility](https://docs.nvidia.com/deploy/cuda-compatibility/) for details.
 
-## CUDA Support Notes
+### CUDA Support Notes
 
-### pip
+#### pip
 
 - <i class="fas fa-info-circle"></i> pip installations require using a wheel matching the system's installed CUDA toolkit.
 - <i class="fas fa-info-circle"></i> RAPIDS pip packages require NVRTC for Numba to function properly. For Docker users, this means that RAPIDS wheels require the `devel` flavor of `nvidia/cuda` images for full functionality. The `base` and `runtime` flavors of `nvidia/cuda` Docker images are currently not sufficient.
@@ -139,7 +139,7 @@ See [CUDA compatibility](https://docs.nvidia.com/deploy/cuda-compatibility/) for
 <br/>
 <div id="system-recommendations"></div>
 
-## System Recommendations
+### System Recommendations
 Aside from the system requirements, other considerations for best performance include:
 
 - <i class="fas fa-check-circle"></i> SSD drive (NVMe preferred)
@@ -149,7 +149,7 @@ Aside from the system requirements, other considerations for best performance in
 <br/>
 <div id="cloud-gpu"></div>
 
-## Cloud Instance GPUs
+### Cloud Instance GPUs
 If you do not have access to GPU hardware, there are several cloud service providers (CSP) that are RAPIDS enabled. Learn how to deploy RAPIDS on AWS, Azure, GCP, and IBM cloud on our [Cloud Deployment Page](https://docs.rapids.ai/deployment/stable/cloud/index.html).
 
 Several services also offer **free and limited** trials with GPU resources:
@@ -160,13 +160,13 @@ Several services also offer **free and limited** trials with GPU resources:
 <hr/>
 <div id="environment"></div>
 
-# Environment Setup
+## Environment Setup
 For most installations, you will need a Conda or Docker environments installed for RAPIDS. Note, these examples are structured for installing on **Ubuntu**. Please modify appropriately for Rocky Linux. **Windows 11** has a [WSL2 specific install](#wsl2).
 
 <br>
 <div id="conda"></div>
 
-## Conda
+### Conda
 RAPIDS can be used with any conda distribution.
 
 Below is an installation guide using miniforge.
@@ -192,7 +192,7 @@ conda config --set channel_priority flexible
 <br/>
 <div id="docker"></div>
 
-## Docker
+### Docker
 RAPIDS requires Docker Engine and [nvidia-container-toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html) installed.
 
 **1. Download and Install.** Copy command below to download and install the latest Docker Engine:
@@ -215,7 +215,7 @@ docker run --gpus all nvcr.io/nvidia/k8s/cuda-sample:nbody nbody -gpu -benchmark
 
 <br/>
 
-### JupyterLab
+#### JupyterLab
 The command provided from the selector for the `notebooks` Docker image will run [JupyterLab](https://jupyterlab.readthedocs.io/en/stable/) on your host machine at port: `8888`.
 
 **Running Multi-Node / Multi-GPU (MNMG) Environment.** To start the container in an MNMG environment:
@@ -228,13 +228,13 @@ The standard docker command may be sufficient, but the additional arguments ensu
 <br/>
 <div id="pip"></div>
 
-## pip
+### pip
 RAPIDS pip packages are available on the NVIDIA Python Package Index.
 
 <br/>
 <div id="sdkm"></div>
 
-## SDK Manager (Ubuntu Only)
+### SDK Manager (Ubuntu Only)
 [NVIDIA SDK Manager](https://developer.nvidia.com/sdk-manager) gives a users a Graphical User Interface (GUI) option to install RAPIDS.  It also attempts to fix any environment issues before installing RAPIDS or updating RAPIDS, making it ideal for new Linux users.
 1. Download [SDK Manager's Ubuntu version from their website](https://developer.nvidia.com/sdk-manager) (requires sign up or login to NVIDIA's Developer community).  Do not install yet.  It is assumed that your home directory's `Downloads` folder is where the `.deb` file will be stored.  If not, please move `sdkmanager_[version]-[build#]_amd64.deb` file to your current Download folder.
 2. Install and run SDK Manager [using the installation guide here](https://docs.nvidia.com/sdk-manager/download-run-sdkm/index.html). For Ubuntu, use the following commands:
@@ -248,17 +248,17 @@ sdkmanager
 <br/>
 <div id="wsl2"></div>
 
-## Windows WSL2
+### Windows WSL2
 Windows users can now tap into GPU accelerated data science on their local machines using RAPIDS on [Windows Subsystem for Linux 2](https://learn.microsoft.com/en-us/windows/wsl/install). WSL2 is a Windows feature that enables users to run native Linux command line tools directly on Windows. Using this feature does not require a dual boot environment, removing complexity and saving you time.
 
-### WSL2 Additional Prerequisites
+#### WSL2 Additional Prerequisites
 
 <i class="fas fa-desktop text-white"></i> **OS:** Windows 11 with a WSL2 installation of Ubuntu. <br/>
 <i class="fas fa-info-circle text-white"></i> **WSL Version:** WSL2 (WSL1 not supported). <br/>
 <i class="fas fa-microchip text-white"></i> **GPU:** GPUs with [Compute Capability](https://developer.nvidia.com/cuda-gpus) 7.0 or higher (16GB+ GPU RAM is recommended).
 
 
-### Limitations
+#### Limitations
 
 <i class="fas fa-info-circle text-white"></i> Only single GPU is supported. <br/>
 <i class="fas fa-info-circle text-white"></i> GPU Direct Storage is not supported.
@@ -266,7 +266,7 @@ Windows users can now tap into GPU accelerated data science on their local machi
 
 <div id="wsl2-troubleshooting"></div>
 
-### Troubleshooting
+#### Troubleshooting
 
 <i class="fas fa-info-circle text-white"></i> When installing with Conda, if an `http 000 connection error` occurs when accessing the repository data, run `wsl --shutdown` and then [restart the WSL instance](https://stackoverflow.com/a/69601760).
 
@@ -275,7 +275,7 @@ Windows users can now tap into GPU accelerated data science on their local machi
 <br/>
 <div id="wsl2-sdkm"></div>
 
-### WSL2 SDK Manager Install
+#### WSL2 SDK Manager Install
 [NVIDIA's SDK Manager](https://developer.nvidia.com/sdk-manager) gives Windows users a Graphical User Interface (GUI) option to install RAPIDS. It automates Windows Subsystem for Linux (WSL) setup for RAPIDS SDK 25.04 and later, simplifying the installation process.
 1. Download [SDK Manager's Windows version from their website](https://developer.nvidia.com/sdk-manager) (requires sign up or login to NVIDIA's Developer community).
 2. [Follow SDK Manager's RAPIDS installation instructions here](https://docs.nvidia.com/sdk-manager/install-with-sdkm-rapids/index.html).
@@ -283,7 +283,7 @@ Windows users can now tap into GPU accelerated data science on their local machi
 <br/>
 <div id="wsl2-conda"></div>
 
-### WSL2 Conda Install
+#### WSL2 Conda Install
 
 1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install).
 2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx) on the Windows host.
@@ -299,7 +299,7 @@ print(cudf.Series([1, 2, 3]))
 <br/>
 <div id="wsl2-docker"></div>
 
-### WSL2 Docker Desktop Install
+#### WSL2 Docker Desktop Install
 
 1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install).
 2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx) on the Windows host.
@@ -315,7 +315,7 @@ print(cudf.Series([1, 2, 3]))
 <br/>
 <div id="wsl2-pip"></div>
 
-### WSL2 pip Install
+#### WSL2 pip Install
 
 1. Install WSL2 and the Ubuntu distribution [using Microsoft's instructions](https://docs.microsoft.com/en-us/windows/wsl/install).
 2. Install the [latest NVIDIA Drivers](https://www.nvidia.com/download/index.aspx) on the Windows host.
@@ -332,14 +332,14 @@ print(cudf.Series([1, 2, 3]))
 
 <div id="source"></div>
 
-## Build from Source
+### Build from Source
 To build from source, find the library on the [RAPIDS GitHub](https://github.com/rapidsai). Libraries provide guidance on building from source in `README.md` or `CONTRIBUTING.md`. If additional help is needed, file an issue on GitHub or reach out on our [Slack Channel](https://rapids.ai/slack-invite).
 
 
 <hr/>
 <div id="next-steps"></div>
 
-# Next Steps
+## Next Steps
 After installing the RAPIDS libraries, the best place to get started is our [User Guide](/user-guide). Our [RAPIDS.ai](https://rapids.ai/) home page also provides a great deal of information, as does our [Blog Page](https://medium.com/rapids-ai) and the [NVIDIA Developer Blog](https://developer.nvidia.com/blog/?search_posts_filter=rapids). We are also always available on our [RAPIDS GoAi Slack Channel](https://rapids.ai/slack-invite).
 
 <br/><br/>
diff --git a/visualization/index.md b/visualization/index.md
index 32777861444..ac0977bb7cb 100644
--- a/visualization/index.md
+++ b/visualization/index.md
@@ -36,7 +36,7 @@ When interacting with this page through a website, the interactive examples belo
 {% include "_includes/viz-cdn-js-css.html" %}
 
 <br/><br/>
-# Featured Libraries
+## Featured Libraries
 
 <a id='holoviews'></a><br/>
 <img src="/assets/images/holoviews-logo.png" width="150px" class="visualization-logo">
@@ -122,7 +122,7 @@ When interacting with this page through a website, the interactive examples belo
 
 <br/><br/>
 
-# Other Notable Libraries
+## Other Notable Libraries
 
 <a id='panel'></a><br/>
 <img src="/assets/images/panel-logo.png" width="100px" class="visualization-logo">