diff --git a/doc/source/conf.py b/doc/source/conf.py
index f222a228531ff..1ff9c57f10988 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -57,6 +57,7 @@
     "matplotlib.sphinxext.plot_directive",
     "numpydoc",
     "sphinx_copybutton",
+    "sphinx_toggleprompt",
     "sphinx_design",
     "sphinx.ext.autodoc",
     "sphinx.ext.autosummary",
@@ -461,6 +462,10 @@
 # If false, no module index is generated.
 # latex_use_modindex = True
 
+# Configure copybutton to strip Python REPL prompts and output when copying code cells
+copybutton_prompt_text = r">>> |\.\.\.:|In \[\d+\]:\n?|Out\[\d+\]:\n?"
+copybutton_prompt_is_regexp = True
+
 
 if include_api:
     intersphinx_mapping = {
diff --git a/environment.yml b/environment.yml
index 3e5b73d2cca0b..6f9a7b651933a 100644
--- a/environment.yml
+++ b/environment.yml
@@ -91,6 +91,7 @@ dependencies:
   - sphinx
   - sphinx-design
   - sphinx-copybutton
+  - sphinx-toggleprompt
 
   # static typing
   - scipy-stubs
diff --git a/requirements-dev.txt b/requirements-dev.txt
index c799fe3d2f076..07b22c74a8c0b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -66,6 +66,7 @@ pytest-cython
 sphinx
 sphinx-design
 sphinx-copybutton
+sphinx-toggleprompt
 scipy-stubs
 types-python-dateutil
 types-PyMySQL