diff --git a/pip.aliyun.conf b/pip.aliyun.conf
index 04a56982f9319420881516557150f94854ceb139..b643bf997649286096dd33983305289a5ebdc936 100644
--- a/pip.aliyun.conf
+++ b/pip.aliyun.conf
@@ -1,5 +1,8 @@
 [global]
 index-url = https://mirrors.aliyun.com/pypi/simple/
+extra-index-url = https://pypi.openanolis.cn/prod/simple/
 
 [install]
-trusted-host=mirrors.aliyun.com
+trusted-host =
+	mirrors.aliyun.com
+	pypi.openanolis.cn
diff --git a/pip.loongarch.conf b/pip.loongarch.conf
index fd77def5ba76999eaf35282ded8010919afa7038..f35c58efb0591faf146c241dd17c5ef7bf39a592 100644
--- a/pip.loongarch.conf
+++ b/pip.loongarch.conf
@@ -1,8 +1,11 @@
 [global]
 timeout = 60
 index-url = https://pypi.loongnix.cn/loongson/pypi
-extra-index-url = https://pypi.org/simple
+extra-index-url =
+    https://pypi.openanolis.cn/prod/simple
+    https://pypi.org/simple
 [install]
 trusted-host =
     pypi.loongnix.cn
+    pypi.openanolis.cn
     pypi.org
diff --git a/python-pip.spec b/python-pip.spec
index cd47c88e7ac3960a3a1b69c8fdfca4a557fcdd3c..122f0208109658e7eb6208d307fe1d5b8028c6f4 100644
--- a/python-pip.spec
+++ b/python-pip.spec
@@ -1,4 +1,6 @@
-%define anolis_release 1
+%define anolis_release 2
+
+%define debug_package %{nil}
 
 %bcond_with tests
 %bcond_with doc
@@ -17,7 +19,6 @@ Source1:        pip.aliyun.conf
 Source2:	pip.loongarch.conf
 Source10:       0005-pip-allow-different-versions.patch
 
-BuildArch:      noarch
 BuildRequires:  pkgconfig(python3)
 %if %{with tests}
 BuildRequires:  git-core mercurial subversion breezy
@@ -94,6 +95,7 @@ Packages" or "Pip Installs Python".
 
 %package -n     %{python_wheel_pkg_prefix}-%{pypi_name}-wheel
 Summary:        The pip wheel
+Buildarch:	noarch
 Requires:       ca-certificates
 
 %{bundled 3}
@@ -109,6 +111,7 @@ Summary:        A documentation for a tool for installing and managing Python pa
 
 BuildRequires:  python3-sphinx python3-sphinx-inline-tabs python3-sphinx-copybutton
 BuildRequires:  python3-myst-parser
+Buildarch:	noarch
 Requires:       python3-%{pypi_name} = %{EVR}
 
 %description -n python3-%{pypi_name}-doc
@@ -231,6 +234,10 @@ pytest_k='not completion'
 %endif
 
 %changelog
+* Mon Dec 04 2023 Funda Wang <fundawang@yeah.net> - 23.3.1-2
+- Add Anolis PyPI repository
+- Make python3-pip as arch-dependent, as it contains arch-dependent configurations
+
 * Thu Oct 26 2023 Funda Wang <fundawang@yeah.net> - 23.3.1-1
 - New verison 23.3.1