diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1e43de9ad..6b32a0020 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 exclude: ^reacnetgenerator/static/webpack/\.yarn/releases/.*$
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
+    rev: v5.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
@@ -17,7 +17,7 @@ repos:
       - id: mixed-line-ending
   # Python
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.4.4
+    rev: v0.8.4
     hooks:
       - id: ruff
         args: ["--fix"]
@@ -25,7 +25,7 @@ repos:
       - id: ruff-format
         types_or: [python, pyi, jupyter]
   - repo: https://github.com/tox-dev/tox-ini-fmt
-    rev: "1.3.1"
+    rev: "1.4.1"
     hooks:
       - id: tox-ini-fmt
   # numpydoc
@@ -36,12 +36,14 @@ repos:
         args: ["--write"]
   # C++
   - repo: https://github.com/pre-commit/mirrors-clang-format
-    rev: v18.1.5
+    rev: v19.1.5
     hooks:
       - id: clang-format
+        exclude: \.ipynb$
+
   # Cython
   - repo: https://github.com/MarcoGorelli/cython-lint
-    rev: v0.16.2
+    rev: v0.16.6
     hooks:
       - id: cython-lint
       - id: double-quote-cython-strings
diff --git a/docs/conf.py b/docs/conf.py
index 62758d209..8f7990531 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -20,7 +20,7 @@
 # -- Project information -----------------------------------------------------
 
 project = "ReacNetGenerator"
-copyright = "2019-%d, DeepModeling" % datetime.now().year
+copyright = f"2019-{datetime.now().year}, DeepModeling"
 author = "Jinzhe Zeng"
 
 # The full version, including alpha/beta/rc tags