diff --git a/docs/docs-requirements.txt b/docs/docs-requirements.txt
index 21d2eba4..4259dc0b 100644
--- a/docs/docs-requirements.txt
+++ b/docs/docs-requirements.txt
@@ -15,3 +15,5 @@ sphinx-pdj-theme # TODO to comment
 sphinx-copybutton
 sphinxjp.themes.sphinxjp
 sphinxjp.themes.basicstrap
+nbformat
+nbconvert
diff --git a/docs/notebooks_convert.py b/docs/notebooks_convert.py
new file mode 100644
index 00000000..42cd60b4
--- /dev/null
+++ b/docs/notebooks_convert.py
@@ -0,0 +1,52 @@
+from nbconvert import RSTExporter
+from nbconvert.writers import FilesWriter
+import nbformat
+import os
+
+path = os.path.abspath(
+    os.path.join(
+        os.path.dirname(__file__),
+    )
+)
+def convert_notebook_to_rst(input_file, output_dir,file_name):
+    # Load the notebook
+    with open(input_file, 'r', encoding='utf-8') as f:
+        notebook_content = nbformat.read(f, as_version=4)
+
+    # Create an RST exporter
+    rst_exporter = RSTExporter()
+
+    # Generate RST content
+    rst_content, resources = rst_exporter.from_notebook_node(notebook_content)
+
+    if not os.path.exists(output_dir):
+        os.mkdir(output_dir)
+
+    output_file = f"{output_dir}/{file_name}.rst"
+
+    # Write RST content to the output file
+    with open(output_file, 'w', encoding='utf-8') as f:
+        f.write(rst_content)
+
+    print(f"Conversion successful. RST file saved to: {output_file}")
+
+    # Copy images to the output folder
+    image_dir = output_dir
+    for image_filename, image_data in resources['outputs'].items():
+        image_path = f"{output_dir}/{image_filename}"
+        with open(image_path, 'wb') as img_file:
+            img_file.write(image_data)
+
+def get_all_ipynb_files(examples_path="notebooks"):
+
+    all_files = os.listdir(examples_path)
+    return [(f"{path}/{examples_path}/{file}",file.split(".ipynb")[0]) for file in all_files if file.endswith("ipynb")]
+
+
+if __name__ == "__main__":
+
+    files = get_all_ipynb_files()
+
+    for file,folder in files:
+        convert_notebook_to_rst(file, f"{path}/source/examples/{folder}",folder)
+