diff --git a/.github/utils/add-category-id.py b/.github/utils/add-category-id.py
new file mode 100644
index 00000000..e70d34ba
--- /dev/null
+++ b/.github/utils/add-category-id.py
@@ -0,0 +1,56 @@
+import os
+import re
+from typing import List
+
+
+def read_file(file_path: str) -> List[str]:
+    """Reads the content of a markdown file and returns it as a list of lines."""
+    with open(file_path, "r", encoding="utf-8") as file:
+        content = file.readlines()
+    return content
+
+
+def modify_header(content: List[str], category_id: str) -> List[str]:
+    """Modifies the YAML front matter in the markdown content to include the category."""
+    in_header = False
+    new_content = []
+    category_added = False
+    end_header_pattern = r"^---$"
+    start_header_found = False
+
+    for line in content:
+        if re.match(end_header_pattern, line) and start_header_found:
+            in_header = False
+            if not category_added:
+                new_content.append(f"category: {category_id}\n")
+            new_content.append(line)
+        elif in_header:
+            if line.startswith("category:"):
+                new_content.append(f"category: {category_id}\n")
+                category_added = True
+            else:
+                new_content.append(line)
+        else:
+            if line.strip() == "---":
+                in_header = True
+                start_header_found = True
+            new_content.append(line)
+    return new_content
+
+
+def update_markdown_files(directory: str, category_id: str) -> None:
+    """Updates all markdown files in a given directory by modifying their headers."""
+    for filename in os.listdir(directory):
+        if filename.endswith(".md"):
+            file_path = os.path.join(directory, filename)
+            content = read_file(file_path)
+            modified_content = modify_header(content, category_id)
+            with open(file_path, "w", encoding="utf-8") as file:
+                file.writelines(modified_content)
+
+
+# Example usage
+if __name__ == "__main__":
+    directory = os.getenv("MARKDOWN_FILES_DIRECTORY", "default_directory")
+    category_id = os.getenv("CATEGORY_ID", "default_category_id")
+    update_markdown_files(directory, category_id)
diff --git a/.github/workflows/api-docs.yaml b/.github/workflows/api-docs.yaml
index 4ef75245..e72a211a 100644
--- a/.github/workflows/api-docs.yaml
+++ b/.github/workflows/api-docs.yaml
@@ -1,14 +1,12 @@
 name: API Docs
 
-# on:
-#   push:
-#     branches:
-#       - <your-branch>
 on:
   release:
     types:
       - published
 
+env:
+  CATEGORY_ID: ${{ secrets.CATEGORY_ID }}
 
 permissions:
   contents: write
@@ -17,12 +15,16 @@ jobs:
   deploy:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Setup python
+        uses: actions/setup-python@v5
         with:
           python-version: 3.x
 
-      - uses: actions/cache@v4
+      - name: Setup cache
+        uses: actions/cache@v4
         with:
           key: ${{ github.ref }}
           path: .cache
@@ -37,7 +39,6 @@ jobs:
       - name: Generate API docs
         run: ./.github/utils/pydoc-markdown.sh
 
-
       - name: Configure git to push docs
         run: |
           git config --global user.name docs-bot
@@ -48,7 +49,18 @@ jobs:
       - name: Install dependencies for doc deployment
         run: pip install mkdocs-material mkdocstrings[python] mkdocs-mermaid2-plugin mike
 
-      - name: Publish docs
+      - name: Publish docs to pages
         run: |
           mike deploy --push --update-aliases ${{github.ref_name}} && \
           mike set-default --push ${{github.ref_name}}
+
+      - name: Add Category ID to all API docs
+        run: python ./.github/utils/add-category-id.py
+        env:
+          MARKDOWN_FILES_DIRECTORY: docs/_pydoc/temp/
+          CATEGORY_ID: ${{env.CATEGORY_ID}}
+
+      - name: Run `docs` command 🚀
+        uses: readmeio/rdme@v8
+        with:
+          rdme: docs docs/_pydoc/temp --key=${{ secrets.README_API_KEY }} --version=1.0