From 6909ea235ba003af472c0e877ae42c1c09d86f5d Mon Sep 17 00:00:00 2001
From: goelakash <goelakash93@gmail.com>
Date: Sat, 6 Jun 2026 15:47:53 -0700
Subject: [PATCH] fix broken IPython Reference URL in help_links

---
 ipykernel/ipkernel.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ipykernel/ipkernel.py b/ipykernel/ipkernel.py
index 215129063..7ce9cc013 100644
--- a/ipykernel/ipkernel.py
+++ b/ipykernel/ipkernel.py
@@ -178,7 +178,7 @@ def __init__(self, **kwargs):
             },
             {
                 "text": "IPython Reference",
-                "url": "https://ipython.org/documentation.html",
+                "url": "https://ipython.readthedocs.io/en/stable/",
             },
             {
                 "text": "NumPy Reference",