diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
deleted file mode 100644
index 89b4d5a..0000000
--- a/.github/workflows/docs.yml
+++ /dev/null
@@ -1,61 +0,0 @@
-name: Docs
-
-on:
-  push:
-    branches:
-      - main
-    paths:
-      - docs/**
-      - .github/workflows/docs.yml
-  pull_request:
-    paths:
-      - docs/**
-      - .github/workflows/docs.yml
-
-concurrency:
-  # Deploys to a single live site, so let an in-flight deploy finish rather
-  # than cancelling it half-way; PRs (build-only) are still cancellable.
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
-
-# Read-only by default; the deploy job opts into exactly what Pages needs.
-permissions:
-  contents: read
-
-jobs:
-  build:
-    runs-on: ubuntu-24.04
-    timeout-minutes: 15
-    steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-      - name: Install MkDocs
-        run: pip install mkdocs-material==9.5.49
-      # --strict turns broken internal links and bad nav entries into build
-      # failures, so a PR that moves a doc cannot silently ship a dead site.
-      - name: Build site
-        run: mkdocs build -f docs/mkdocs.yml --strict
-      - name: Upload Pages artifact
-        if: github.ref == 'refs/heads/main' && github.event_name == 'push'
-        uses: actions/upload-pages-artifact@v3
-        with:
-          path: docs/site
-
-  deploy:
-    # Only main deploys; PRs stop at the build check above.
-    if: github.ref == 'refs/heads/main' && github.event_name == 'push'
-    needs: build
-    runs-on: ubuntu-24.04
-    timeout-minutes: 15
-    permissions:
-      pages: write # deploy to GitHub Pages
-      id-token: write # verify the deployment originates from this workflow
-    environment:
-      name: github-pages
-      url: ${{ steps.deployment.outputs.page_url }}
-    steps:
-      - name: Deploy to GitHub Pages
-        id: deployment
-        uses: actions/deploy-pages@v4
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index c23cfb9..d4e5072 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -1,6 +1,6 @@
 site_name: lance-context
 site_description: A storage engine for AI data — agent memory and RL training data — built on Lance
-site_url: https://lance-format.github.io/lance-context/
+site_url: https://lance.org/integrations/context/
 docs_dir: src
 
 repo_name: lance-format/lance-context
@@ -57,23 +57,8 @@ markdown_extensions:
 
 plugins:
   - search
+  - awesome-pages
 
-nav:
-  - Home: index.md
-  - Guide:
-      - Quickstart: guide/quickstart.md
-      - Rollouts (RolloutDB): guide/rollouts.md
-      - Storage backends: guide/storage.md
-      - Development: guide/development.md
-  - Specs:
-      - Rollout schema: specs/rollout-schema-design.md
-      - Rollout deployment: specs/rollout-deployment.md
-      - Blob streaming: specs/rollout-blob-streaming.md
-      - Datagen checkpoints: specs/datagen-checkpoint-schema.md
-  - Design:
-      - Partitioned namespace: design/partitioned-namespace.md
-      - Auto-dream: design/auto-dream.md
-      - Using the datagen store: design/using-datagen-store.md
 
 extra:
   social:
diff --git a/docs/src/.pages b/docs/src/.pages
new file mode 100644
index 0000000..95e7970
--- /dev/null
+++ b/docs/src/.pages
@@ -0,0 +1,5 @@
+nav:
+  - Home: index.md
+  - Guide: guide
+  - Specs: specs
+  - Design: design
diff --git a/docs/src/design/.pages b/docs/src/design/.pages
new file mode 100644
index 0000000..604b087
--- /dev/null
+++ b/docs/src/design/.pages
@@ -0,0 +1,4 @@
+nav:
+  - Partitioned namespace: partitioned-namespace.md
+  - Auto-dream: auto-dream.md
+  - Using the datagen store: using-datagen-store.md
diff --git a/docs/src/guide/.pages b/docs/src/guide/.pages
new file mode 100644
index 0000000..473fa98
--- /dev/null
+++ b/docs/src/guide/.pages
@@ -0,0 +1,5 @@
+nav:
+  - Quickstart: quickstart.md
+  - Rollouts (RolloutDB): rollouts.md
+  - Storage backends: storage.md
+  - Development: development.md
diff --git a/docs/src/specs/.pages b/docs/src/specs/.pages
new file mode 100644
index 0000000..01551b2
--- /dev/null
+++ b/docs/src/specs/.pages
@@ -0,0 +1,5 @@
+nav:
+  - Rollout schema: rollout-schema-design.md
+  - Rollout deployment: rollout-deployment.md
+  - Blob streaming: rollout-blob-streaming.md
+  - Datagen checkpoints: datagen-checkpoint-schema.md