diff --git a/srcpkgs/paperwork/patches/Fix4Scipy1.13.0.patch b/srcpkgs/paperwork/patches/Fix4Scipy1.13.0.patch
new file mode 100644
index 00000000000..9add28626a2
--- /dev/null
+++ b/srcpkgs/paperwork/patches/Fix4Scipy1.13.0.patch
@@ -0,0 +1,55 @@
+From abcebfe9714644d4e259e53b10e0e9417b5b864f Mon Sep 17 00:00:00 2001
+From: Jerome Flesch <jflesch@openpaper.work>
+Date: Sun, 21 Apr 2024 13:31:03 +0200
+Subject: [PATCH] backend/guesswork/labels/sklearn: fix use of
+ scipy.sparse.hstack() + numpy.zeros()
+
+Closes #1111
+---
+ .../paperwork_backend/guesswork/label/sklearn/__init__.py   | 5 +++--
+ paperwork-backend/src/paperwork_backend/model/fake.py       | 6 ++++++
+ 2 files changed, 9 insertions(+), 2 deletions(-)
+
+diff --git a/paperwork-backend/src/paperwork_backend/guesswork/label/sklearn/__init__.py b/paperwork-backend/src/paperwork_backend/guesswork/label/sklearn/__init__.py
+index b2af4350..8633211f 100644
+--- a/paperwork-backend/src/paperwork_backend/guesswork/label/sklearn/__init__.py
++++ b/paperwork-backend/src/paperwork_backend/guesswork/label/sklearn/__init__.py
+@@ -191,7 +191,8 @@ class UpdatableVectorizer(object):
+             )
+             if required_padding > 0:
+                 doc_vector = numpy.hstack([
+-                    doc_vector, numpy.zeros((required_padding,))
++                    doc_vector,
++                    numpy.zeros((required_padding,))
+                 ])
+             if sum_features is None:
+                 sum_features = doc_vector
+@@ -339,7 +340,7 @@ class Corpus(object):
+             if required_padding > 0:
+                 doc_vector = scipy.sparse.hstack([
+                     scipy.sparse.csr_matrix(doc_vector),
+-                    numpy.zeros((required_padding,))
++                    numpy.zeros((1, required_padding))
+                 ])
+             else:
+                 doc_vector = scipy.sparse.csr_matrix(doc_vector)
+diff --git a/paperwork-backend/src/paperwork_backend/model/fake.py b/paperwork-backend/src/paperwork_backend/model/fake.py
+index 29beae97..f06fe18e 100644
+--- a/paperwork-backend/src/paperwork_backend/model/fake.py
++++ b/paperwork-backend/src/paperwork_backend/model/fake.py
+@@ -125,6 +125,12 @@ class Plugin(openpaperwork_core.PluginBase):
+             if doc['url'] == doc_url:
+                 out.update(doc['labels'])
+ 
++    def doc_has_labels_by_url(self, doc_url):
++        for doc in self.docs:
++            if doc['url'] == doc_url:
++                return True if len(doc["labels"]) > 0 else None
++        return None
++
+     def doc_add_label_by_url(self, doc_url, label, color=None):
+         if color is None:
+             all_labels = set()
+-- 
+GitLab
+
diff --git a/srcpkgs/paperwork/template b/srcpkgs/paperwork/template
new file mode 100644
index 00000000000..f5df4a5b884
--- /dev/null
+++ b/srcpkgs/paperwork/template
@@ -0,0 +1,44 @@
+# Template file for 'paperwork'
+pkgname=paperwork
+version=2.2.2
+revision=1
+short_desc="Personal document manager for scanned documents (and PDFs)"
+maintainer="idealist1508 <id1508-github@yahoo.com>"
+license="GPL-3.0-or-later"
+homepage="https://www.openpaper.work/"
+distfiles="https://gitlab.gnome.org/World/OpenPaperwork/paperwork/-/archive/${version}/paperwork-${version}.tar.bz2"
+checksum=006b4f95d9c5665dbcd0cdbd851f7164f0abc5fbf91138157f3768d9cae3ff51
+
+python_version=3
+hostmakedepends="gettext which python3-pillowfight python3-build python3-installer python3-setuptools_scm python3-wheel python3-distro python3-psutil python3-numpy python3-scipy python3-scikit-learn python3-pycountry python3-Whoosh python3-xdg python3-pyocr"
+depends="libhandy1 poppler-glib python3-distro python3-rich python3-psutil python3-pillowfight python3-gobject python3-numpy python3-scipy python3-scikit-learn python3-distutils-extra python3-pycountry python3-Whoosh python3-xdg python3-fabulous python3-pyocr"
+
+case $XBPS_TARGET_MACHINE in
+	x86_64*) depends+=" python3-pillow-simd" ;;
+	*) depends+=" python3-Pillow" ;;
+esac
+
+export SETUPTOOLS_SCM_PRETEND_VERSION=${version}
+
+do_build() {
+	make l10n_compile
+
+	for dir in openpaperwork-{core,gtk} paperwork-{backend,shell,gtk}; do
+		pushd $dir
+		python -m build --wheel --no-isolation
+		popd
+	done
+}
+
+do_install() {
+	for dir in openpaperwork-{core,gtk} paperwork-{backend,shell,gtk}; do
+		pushd $dir
+		python -m installer --destdir="$DESTDIR" dist/*.whl
+		popd
+	done
+
+ PYTHONPATH="$DESTDIR"$(python -c 'import site; print(site.getsitepackages()[0])') \
+	"$DESTDIR"/usr/bin/paperwork-gtk install \
+	--icon_base_dir="$DESTDIR/usr/share/icons" \
+	--data_base_dir="$DESTDIR/usr/share"
+}