diff --git a/docs/conf.py b/docs/conf.py
index 114f235b..f9f62c6b 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -1,9 +1,6 @@
-# Configuration file for the Sphinx documentation builder.
-#
-# This file only contains a selection of the most common options. For a full
-# list see the documentation:
-# https://www.sphinx-doc.org/en/master/usage/configuration.html
-
+"""Configuration file for the Sphinx documentation builder."""
+import os
+from pathlib import Path
 
 external_projects_local_file = "projects.yaml"
 external_projects_remote_repository = ""
@@ -11,6 +8,11 @@
 external_projects = []
 external_projects_current_project = "k8s-device-plugin"
 
+html_baseurl = os.environ.get("READTHEDOCS_CANONICAL_URL", "instinct.docs.amd.com")
+html_context = {}
+if os.environ.get("READTHEDOCS", "") == "True":
+    html_context["READTHEDOCS"] = True
+
 project = "AMD Kubernetes Device Plugin Documentation"
 version = "1.3.1"
 release = version
@@ -21,12 +23,238 @@
 # Required settings
 html_theme = "rocm_docs_theme"
 html_theme_options = {
-    "flavor": "instinct"
+    "flavor": "instinct",
+    "link_main_doc": True,
+    "use_download_button": True,
 }
 extensions = ["rocm_docs"]
 
 external_toc_path = "./sphinx/_toc.yml"
 
-extensions = ["rocm_docs"]
-
 exclude_patterns = ['.venv']
+
+html_extra_path = ["llms.txt"]
+
+import re
+
+EXCLUDED_DIRS = {
+    "_build",
+    "_templates",
+    "_static",
+    ".git",
+    ".venv",
+    "vendor",
+}
+
+MARKUP_PREFIXES = (
+    ":::",
+    "```{",
+    "```",
+    ":img-top:",
+    ":class",
+    ":link:",
+    ":link-type:",
+    ":shadow:",
+    ":columns:",
+    ":padding:",
+    ":gutter:",
+    ":open:",
+    ":name:",
+    ":header-rows:",
+    ":alt:",
+    "+++",
+    "-->",
+    "{bdg-",
+)
+
+# Matches lines like "align: center", "alt:", "name: foo" (directive options
+# not starting with a colon, common in MyST figure/table fences)
+_BARE_DIRECTIVE_RE = re.compile(r"^[a-z][a-z_-]*:\s*\S*$")
+
+# Matches MyST/RST anchor labels like "(some-label)="
+_ANCHOR_LABEL_RE = re.compile(r"^\(\w[\w-]*\)=$")
+
+# Matches RST section underlines (e.g. "====", "----", "~~~~")
+_RST_UNDERLINE_RE = re.compile(r"^[=\-~^\"\'#*+]{3,}$")
+
+# Matches RST code block directives (e.g. ".. code-block:: cpp", ".. code:: sh")
+_RST_CODE_BLOCK_RE = re.compile(r"^\.\.\s+(code-block|code|sourcecode)::")
+
+# Matches markdown table separator rows (e.g. "|---|---|", "| :--- | ---: |").
+_MD_TABLE_SEP_RE = re.compile(r"^\|[\s|:\-]+\|$")
+
+# Matches RST directives whose indented body should be discarded (e.g. raw HTML).
+_RST_SKIP_BLOCK_RE = re.compile(r"^\.\.\s+raw::")
+
+# Matches HTML tags (e.g. "<div>", "</p>", "<!--") but NOT RST hyperlink URL
+# continuation lines (e.g. "<https://...>`_").  The negative lookahead excludes
+# URL schemes so that multi-line RST inline hyperlinks are preserved.
+_HTML_TAG_RE = re.compile(r"^<(?!https?://|ftp://|mailto:)[a-zA-Z/!]")
+
+# Matches trailing HTML close tags at the end of a prose line
+# (e.g. "Browse blogs.</p>", "See the guide.</li></ul>").
+_TRAILING_HTML_CLOSE_RE = re.compile(r"(</[a-zA-Z]+>)+\s*$")
+
+MIN_PROSE_LINES = 10
+
+
+def should_skip(path: Path) -> bool:
+    return any(part in EXCLUDED_DIRS for part in path.parts)
+
+
+def is_prose_line(line: str) -> bool:
+    stripped = line.strip()
+    if not stripped:
+        return False
+    if stripped.startswith(MARKUP_PREFIXES):
+        return False
+    # Drop bare directive-option lines (e.g. "align: center", "alt:")
+    if _BARE_DIRECTIVE_RE.match(stripped):
+        return False
+    # Drop MyST/RST anchor labels (e.g. "(some-label)=")
+    if _ANCHOR_LABEL_RE.match(stripped):
+        return False
+    # Drop markdown table separator rows (e.g. "|---|---|", "| :--- | ---: |")
+    if _MD_TABLE_SEP_RE.match(stripped):
+        return False
+    # Drop HTML tags (e.g. "<div>", "</p>") but keep RST hyperlink URL
+    # continuation lines (e.g. "<https://rocm.docs.amd.com/...>`_")
+    if _HTML_TAG_RE.match(stripped):
+        return False
+    # Drop RST directives, comments, hyperlink targets, and substitution definitions
+    if stripped.startswith(".."):
+        return False
+    # Drop YAML frontmatter key-value pairs (e.g. "description lang=en": "text")
+    if stripped.startswith('"') and re.match(r'^"[^"]+"\s*:', stripped):
+        return False
+    # Drop RST field list items (e.g. ":type: int") and extended RST meta
+    # options (e.g. ":description lang=en: text"). Excludes inline roles at line
+    # start (e.g. ":cpp:func:`hipMalloc` returns..." or ":ref:`foo <bar>` describes...")
+    # because those are followed by a backtick, not a space or end-of-line.
+    if re.match(r"^:[A-Za-z][A-Za-z0-9_ =-]*:(\s|$)", stripped):
+        return False
+    # Drop RST section underlines (e.g. "====", "----", "~~~~")
+    if _RST_UNDERLINE_RE.match(stripped):
+        return False
+    return True
+
+
+def generate_combined_markdown(app, exception):
+    if exception:
+        return
+
+    docs_root = Path(app.srcdir)
+    output_file = Path(app.outdir) / "llms-full.txt"
+    base_file = docs_root / "llms.txt"
+
+    combined = []
+
+    if base_file.exists():
+        base_text = base_file.read_text(encoding="utf-8").rstrip().rstrip("-").rstrip()
+        combined.append(base_text)
+    else:
+        combined.append("# AMD GPU Device Plugin for Kubernetes")
+
+    all_files = sorted(
+        list(docs_root.rglob("*.md")) + list(docs_root.rglob("*.rst"))
+    )
+
+    for doc_file in all_files:
+        if should_skip(doc_file):
+            continue
+
+        if doc_file == base_file:
+            continue
+
+        try:
+            content = doc_file.read_text(encoding="utf-8")
+        except Exception:
+            continue
+
+        lines = content.splitlines()
+        prose_lines = [line for line in lines if is_prose_line(line)]
+
+        if len(prose_lines) < MIN_PROSE_LINES:
+            continue
+
+        relative = doc_file.relative_to(docs_root)
+        in_backtick_fence = False
+        in_rst_code_block = False
+        in_rst_skip_block = False
+        in_html_comment = False  # inside <!-- ... --> block
+        in_html_open_tag = False  # inside a multi-line HTML opening tag
+        kept = []
+        for line in lines:
+            stripped = line.strip()
+            # Backtick fences (MyST/Markdown)
+            if stripped.startswith("```"):
+                in_backtick_fence = not in_backtick_fence
+                kept.append(line)
+                continue
+            if in_backtick_fence:
+                kept.append(line)
+                continue
+            # HTML comment block (<!-- ... -->): discard all content until -->
+            if in_html_comment:
+                if "-->" in stripped:
+                    in_html_comment = False
+                continue
+            # RST skip block (e.g. .. raw::): discard all indented content
+            if in_rst_skip_block:
+                if not stripped or line[0] in (" ", "\t"):
+                    continue
+                in_rst_skip_block = False
+            # RST code block: exit when a non-blank, non-indented line appears
+            if in_rst_code_block:
+                if not stripped or line[0] in (" ", "\t"):
+                    kept.append(line)
+                    continue
+                in_rst_code_block = False
+            # RST raw block: enter and discard both the directive and its body
+            if _RST_SKIP_BLOCK_RE.match(stripped):
+                in_rst_skip_block = True
+                continue
+            # RST code block: enter on directive line (directive itself is dropped)
+            if _RST_CODE_BLOCK_RE.match(stripped):
+                in_rst_code_block = True
+                continue
+            # HTML comment open (<!-- ... -->): discard opener and enter state
+            if stripped.startswith("<!--"):
+                if "-->" not in stripped:
+                    in_html_comment = True
+                continue
+            # Multi-line HTML opening tag: skip continuation lines until >
+            if in_html_open_tag:
+                if ">" in stripped:
+                    in_html_open_tag = False
+                continue
+            # Detect HTML opening tags that wrap across lines (no > on this line)
+            if _HTML_TAG_RE.match(stripped) and ">" not in stripped:
+                in_html_open_tag = True
+                continue
+            if not stripped:
+                kept.append(line)
+            elif is_prose_line(line):
+                # Strip trailing HTML close tags (e.g. "See the guide.</p>")
+                cleaned = _TRAILING_HTML_CLOSE_RE.sub("", line).rstrip()
+                cleaned_stripped = cleaned.strip()
+                if not cleaned_stripped:
+                    # Entire line was HTML close tags — keep original (shouldn't
+                    # normally reach here since _is_prose_line filters HTML).
+                    kept.append(line)
+                elif re.search(r"\w", cleaned_stripped):
+                    # Line has real word content after stripping close tags.
+                    kept.append(cleaned)
+                # else: only punctuation remains (e.g. bare ".") — discard.
+        cleaned = "\n".join(kept)
+
+        combined.append(f"\n\n---\n\n# {relative}\n")
+        combined.append(cleaned.strip())
+
+    output_file.write_text(
+        "\n".join(combined) + "\n",
+        encoding="utf-8",
+    )
+
+def setup(app):
+    app.connect("build-finished", generate_combined_markdown)
diff --git a/docs/llms.txt b/docs/llms.txt
new file mode 100644
index 00000000..d76550db
--- /dev/null
+++ b/docs/llms.txt
@@ -0,0 +1,16 @@
+# AMD GPU Device Plugin for Kubernetes
+
+> Enable AMD GPUs as schedulable resources in Kubernetes clusters. The device plugin implements the Kubernetes Device Plugin API, exposes AMD GPUs as `amd.com/gpu` resources, provides automated node labeling with GPU properties, and supports topology-aware GPU allocation for optimal workload performance.
+
+## User guide
+
+- [Installation](https://instinct.docs.amd.com/projects/k8s-device-plugin/en/latest/user-guide/installation.html): Install the AMD GPU device plugin on a Kubernetes cluster using kubectl or Helm, with options for standard deployment, init container, health check monitoring, or the AMD GPU Operator.
+- [Configuration](https://instinct.docs.amd.com/projects/k8s-device-plugin/en/latest/user-guide/configuration.html): Configure the device plugin using environment variables, command-line flags, and YAML configuration files, including resource naming strategies for GPU partitioning.
+- [Example workloads](https://instinct.docs.amd.com/projects/k8s-device-plugin/en/latest/user-guide/examples.html): Run PyTorch and JAX workloads on AMD GPUs in Kubernetes, including single-GPU, multi-GPU, and non-privileged pod configurations.
+- [Resource allocation](https://instinct.docs.amd.com/projects/k8s-device-plugin/en/latest/user-guide/resource-allocation.html): Understand the best-effort topology-aware GPU allocation policy, which selects GPU sets based on XGMI/PCIe link type, NUMA affinity, and partition locality.
+
+## Contributing
+
+- [Development guidelines](https://instinct.docs.amd.com/projects/k8s-device-plugin/en/latest/contributing/development.html): Set up a development environment, follow the branching and pull request workflow, and understand the code review process for contributing to the device plugin.
+
+---