diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4ee14f187..a036a11d1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -47,7 +47,7 @@ repos:
         exclude: "(^Pipfile\\.lock$)"
   # Python hooks
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.3.0'
+    rev: 'v0.3.2'
     hooks:
       - id: ruff
   - repo: https://github.com/psf/black-pre-commit-mirror
diff --git a/Pipfile.lock b/Pipfile.lock
index be69c652e..4993fa05a 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -2928,11 +2928,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:4805911c3a4ec7c3966410053e9ec6a1fecd629117df5adee56dfc9432a1081e",
-                "sha256:f238736bb06590ae52ac1fab06a3a9ef1d8dce2b7a35b5ab329371d6c8f5d2cc"
+                "sha256:198f568f3230878cb1b44fbd7975f87906c22336dba2e4a7f05278c281fbd792",
+                "sha256:f4bc4c0c070c490abf4ce96d715f68e95923320370efb66143df00199bb6c100"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==7.0.1"
+            "version": "==7.0.2"
         },
         "incremental": {
             "hashes": [
@@ -3057,12 +3057,12 @@
         },
         "mkdocs-material": {
             "hashes": [
-                "sha256:5f69cef6a8aaa4050b812f72b1094fda3d079b9a51cf27a247244c03ec455e97",
-                "sha256:d6f0c269f015e48c76291cdc79efb70f7b33bbbf42d649cfe475522ebee61b1f"
+                "sha256:5cbe17fee4e3b4980c8420a04cc762d8dc052ef1e10532abd4fce88e5ea9ce6a",
+                "sha256:d8e4caae576312a88fd2609b81cf43d233cdbe36860d67a68702b018b425bd87"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==9.5.12"
+            "version": "==9.5.13"
         },
         "mkdocs-material-extensions": {
             "hashes": [
@@ -3132,11 +3132,11 @@
         },
         "packaging": {
             "hashes": [
-                "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5",
-                "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"
+                "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5",
+                "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==23.2"
+            "version": "==24.0"
         },
         "paginate": {
             "hashes": [
@@ -3284,11 +3284,11 @@
         },
         "pymdown-extensions": {
             "hashes": [
-                "sha256:6ca215bc57bc12bf32b414887a68b810637d039124ed9b2e5bd3325cbb2c050c",
-                "sha256:c0d64d5cf62566f59e6b2b690a4095c931107c250a8c8e1351c1de5f6b036deb"
+                "sha256:c70e146bdd83c744ffc766b4671999796aba18842b268510a329f7f64700d584",
+                "sha256:f5cc7000d7ff0d1ce9395d216017fa4df3dde800afb1fb72d1c7d3fd35e710f4"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==10.7"
+            "version": "==10.7.1"
         },
         "pyopenssl": {
             "hashes": [
@@ -3299,12 +3299,12 @@
         },
         "pytest": {
             "hashes": [
-                "sha256:d4051d623a2e0b7e51960ba963193b09ce6daeb9759a451844a21e4ddedfc1bd",
-                "sha256:edfaaef32ce5172d5466b5127b42e0d6d35ebbe4453f0e3505d96afd93f6b096"
+                "sha256:2a8386cfc11fa9d2c50ee7b2a57e7d898ef90470a7a34c4b949ff59662bb78b7",
+                "sha256:ac978141a75948948817d360297b7aae0fcb9d6ff6bc9ec6d514b85d5a65c044"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==8.0.2"
+            "version": "==8.1.1"
         },
         "pytest-cov": {
             "hashes": [
@@ -3373,7 +3373,6 @@
                 "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3",
                 "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"
             ],
-            "index": "pypi",
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.9.0.post0"
         },
@@ -3462,6 +3461,7 @@
                 "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d",
                 "sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f"
             ],
+            "markers": "python_version >= '3.6'",
             "version": "==6.0.1"
         },
         "pyyaml-env-tag": {
@@ -3581,27 +3581,27 @@
         },
         "ruff": {
             "hashes": [
-                "sha256:0886184ba2618d815067cf43e005388967b67ab9c80df52b32ec1152ab49f53a",
-                "sha256:128265876c1d703e5f5e5a4543bd8be47c73a9ba223fd3989d4aa87dd06f312f",
-                "sha256:19eacceb4c9406f6c41af806418a26fdb23120dfe53583df76d1401c92b7c14b",
-                "sha256:23dbb808e2f1d68eeadd5f655485e235c102ac6f12ad31505804edced2a5ae77",
-                "sha256:2f7dbba46e2827dfcb0f0cc55fba8e96ba7c8700e0a866eb8cef7d1d66c25dcb",
-                "sha256:3ef655c51f41d5fa879f98e40c90072b567c666a7114fa2d9fe004dffba00932",
-                "sha256:5da894a29ec018a8293d3d17c797e73b374773943e8369cfc50495573d396933",
-                "sha256:755c22536d7f1889be25f2baf6fedd019d0c51d079e8417d4441159f3bcd30c2",
-                "sha256:7deb528029bacf845bdbb3dbb2927d8ef9b4356a5e731b10eef171e3f0a85944",
-                "sha256:9343690f95710f8cf251bee1013bf43030072b9f8d012fbed6ad702ef70d360a",
-                "sha256:a1f3ed501a42f60f4dedb7805fa8d4534e78b4e196f536bac926f805f0743d49",
-                "sha256:b08b356d06a792e49a12074b62222f9d4ea2a11dca9da9f68163b28c71bf1dd4",
-                "sha256:cc30a9053ff2f1ffb505a585797c23434d5f6c838bacfe206c0e6cf38c921a1e",
-                "sha256:d0d3d7ef3d4f06433d592e5f7d813314a34601e6c5be8481cccb7fa760aa243e",
-                "sha256:dd73fe7f4c28d317855da6a7bc4aa29a1500320818dd8f27df95f70a01b8171f",
-                "sha256:e1e0d4381ca88fb2b73ea0766008e703f33f460295de658f5467f6f229658c19",
-                "sha256:e3a4a6d46aef0a84b74fcd201a4401ea9a6cd85614f6a9435f2d33dd8cefbf83"
+                "sha256:0ac06a3759c3ab9ef86bbeca665d31ad3aa9a4b1c17684aadb7e61c10baa0df4",
+                "sha256:0c1bdd9920cab5707c26c8b3bf33a064a4ca7842d91a99ec0634fec68f9f4037",
+                "sha256:1231eacd4510f73222940727ac927bc5d07667a86b0cbe822024dd00343e77e9",
+                "sha256:2c6d613b19e9a8021be2ee1d0e27710208d1603b56f47203d0abbde906929a9b",
+                "sha256:5f65103b1d76e0d600cabd577b04179ff592064eaa451a70a81085930e907d0b",
+                "sha256:77f2612752e25f730da7421ca5e3147b213dca4f9a0f7e0b534e9562c5441f01",
+                "sha256:967978ac2d4506255e2f52afe70dda023fc602b283e97685c8447d036863a302",
+                "sha256:9966b964b2dd1107797be9ca7195002b874424d1d5472097701ae8f43eadef5d",
+                "sha256:9bd640a8f7dd07a0b6901fcebccedadeb1a705a50350fb86b4003b805c81385a",
+                "sha256:b74c3de9103bd35df2bb05d8b2899bf2dbe4efda6474ea9681280648ec4d237d",
+                "sha256:b83d17ff166aa0659d1e1deaf9f2f14cbe387293a906de09bc4860717eb2e2da",
+                "sha256:bb875c6cc87b3703aeda85f01c9aebdce3d217aeaca3c2e52e38077383f7268a",
+                "sha256:be75e468a6a86426430373d81c041b7605137a28f7014a72d2fc749e47f572aa",
+                "sha256:c8439338a6303585d27b66b4626cbde89bb3e50fa3cae86ce52c1db7449330a7",
+                "sha256:de8b480d8379620cbb5ea466a9e53bb467d2fb07c7eca54a4aa8576483c35d36",
+                "sha256:f380be9fc15a99765c9cf316b40b9da1f6ad2ab9639e551703e581a5e6da6745",
+                "sha256:fa78ec9418eb1ca3db392811df3376b46471ae93792a81af2d1cbb0e5dcb5142"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.7'",
-            "version": "==0.3.0"
+            "version": "==0.3.2"
         },
         "scipy": {
             "hashes": [
@@ -3756,7 +3756,6 @@
                 "sha256:f970663fa4f7e80401a7b0cbeec00fa801bf0287d93d48368fc3e6fa32716245",
                 "sha256:f9b2fdca47dc855516b2d66eef3c39f2672cbf7e7a42e7e67ad2cbfcd6ba107d"
             ],
-            "index": "pypi",
             "markers": "python_version >= '3.8'",
             "version": "==4.0.0"
         },
diff --git a/src/documents/classifier.py b/src/documents/classifier.py
index aa0eb70b6..b3787abab 100644
--- a/src/documents/classifier.py
+++ b/src/documents/classifier.py
@@ -237,14 +237,8 @@ class DocumentClassifier:
         num_storage_paths = len(set(labels_storage_path) | {-1}) - 1
 
         logger.debug(
-            "{} documents, {} tag(s), {} correspondent(s), "
-            "{} document type(s). {} storage path(es)".format(
-                docs_queryset.count(),
-                num_tags,
-                num_correspondents,
-                num_document_types,
-                num_storage_paths,
-            ),
+            f"{docs_queryset.count()} documents, {num_tags} tag(s), {num_correspondents} correspondent(s), "
+            f"{num_document_types} document type(s). {num_storage_paths} storage path(es)",
         )
 
         from sklearn.feature_extraction.text import CountVectorizer
diff --git a/src/documents/migrations/0014_document_checksum.py b/src/documents/migrations/0014_document_checksum.py
index deef59990..f3da30eb6 100644
--- a/src/documents/migrations/0014_document_checksum.py
+++ b/src/documents/migrations/0014_document_checksum.py
@@ -130,9 +130,7 @@ def set_checksums(apps, schema_editor):
                     fg="red",
                 ),
                 code=colourise(
-                    "  $ echo 'DELETE FROM documents_document WHERE id = {pk};' | ./manage.py dbshell".format(
-                        pk=document.pk,
-                    ),
+                    f"  $ echo 'DELETE FROM documents_document WHERE id = {document.pk};' | ./manage.py dbshell",
                     fg="green",
                 ),
                 line=colourise("\n{}\n".format("=" * 80), fg="white", opts=("bold",)),
diff --git a/src/documents/tests/utils.py b/src/documents/tests/utils.py
index ba435d5c3..abdd27017 100644
--- a/src/documents/tests/utils.py
+++ b/src/documents/tests/utils.py
@@ -290,9 +290,7 @@ class TestMigrations(TransactionTestCase):
 
         assert (
             self.migrate_from and self.migrate_to
-        ), "TestCase '{}' must define migrate_from and migrate_to properties".format(
-            type(self).__name__,
-        )
+        ), f"TestCase '{type(self).__name__}' must define migrate_from and migrate_to properties"
         self.migrate_from = [(self.app, self.migrate_from)]
         if self.dependencies is not None:
             self.migrate_from.extend(self.dependencies)
diff --git a/src/paperless_tesseract/tests/test_parser.py b/src/paperless_tesseract/tests/test_parser.py
index fae64742e..d63d965c5 100644
--- a/src/paperless_tesseract/tests/test_parser.py
+++ b/src/paperless_tesseract/tests/test_parser.py
@@ -45,11 +45,7 @@ class TestParser(DirectoriesMixin, FileSystemAssertsMixin, TestCase):
             self.assertEqual(
                 result,
                 actual_result,
-                "strip_exceess_whitespace({}) != '{}', but '{}'".format(
-                    source,
-                    result,
-                    actual_result,
-                ),
+                f"strip_exceess_whitespace({source}) != '{result}', but '{actual_result}'",
             )
 
     def test_get_text_from_pdf(self):