docs: replace PyPI description with link (#101506)

diff --git a/Doc/tutorial/venv.rst b/Doc/tutorial/venv.rst
index 1fdb370..05f0e6b 100644
--- a/Doc/tutorial/venv.rst
+++ b/Doc/tutorial/venv.rst
@@ -98,8 +98,8 @@
 ==========================
 
 You can install, upgrade, and remove packages using a program called
-:program:`pip`.  By default ``pip`` will install packages from the Python
-Package Index, <https://pypi.org>.  You can browse the Python
+:program:`pip`.  By default ``pip`` will install packages from the `Python
+Package Index <https://pypi.org>`_.  You can browse the Python
 Package Index by going to it in your web browser.
 
 ``pip`` has a number of subcommands: "install", "uninstall",