diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml
new file mode 100644
index 00000000..a8eb4b59
--- /dev/null
+++ b/.github/workflows/build-docs.yml
@@ -0,0 +1,24 @@
+# Copyright (c) 2025, NVIDIA CORPORATION.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+name: Build docs
+
+on:
+  pull_request:
+    types: [opened, synchronize, reopened, labeled, unlabeled]
+  workflow_call:
+
+jobs:
+  build-docs:
+    uses: NVIDIA-NeMo/FW-CI-templates/.github/workflows/_build_docs.yml@v0.57.0
diff --git a/docs/autodoc2_docstrings_parser.py b/docs/autodoc2_docstrings_parser.py
new file mode 100644
index 00000000..1f8e1bdb
--- /dev/null
+++ b/docs/autodoc2_docstrings_parser.py
@@ -0,0 +1,32 @@
+# Copyright (c) 2025, NVIDIA CORPORATION.  All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# flake8: noqa
+# pylint: skip-file
+from docutils import nodes
+from myst_parser.parsers.sphinx_ import MystParser
+from sphinx.ext.napoleon.docstring import GoogleDocstring
+
+
+class NapoleonParser(MystParser):
+    def parse(self, input_string: str, document: nodes.document) -> None:
+        # Get the Sphinx configuration
+        config = document.settings.env.config
+
+        # Process with Google style
+        google_parsed = str(GoogleDocstring(input_string, config))
+
+        return super().parse(google_parsed, document)
+
+
+Parser = NapoleonParser
diff --git a/docs/conf.py b/docs/conf.py
index 49aa55ae..95e4676e 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -44,6 +44,14 @@
 templates_path = ["_templates"]
 exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
 
+# Suppress warnings for cross-references and autodoc issues
+suppress_warnings = [
+    "myst.xref_missing",  # Missing cross-references in included README
+    "myst.header",  # Header level warnings from autodoc2 generated files
+    "autodoc2",  # Autodoc2 warnings during API doc generation
+    "toc.not_included",  # Autodoc2 index not included in main toctree
+]
+
 # -- Options for MyST Parser (Markdown) --------------------------------------
 # MyST Parser settings
 myst_enable_extensions = [
@@ -92,3 +100,9 @@
     },
 }
 html_extra_path = ["project.json", "versions1.json"]
+
+# Github links can get rate limited from Github Actions
+linkcheck_ignore = [
+    ".*github\\.com.*",
+    ".*githubusercontent\\.com.*",
+]