diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index af359fb..dbb767a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,12 +13,9 @@ repos:
     -   id: check-symlinks
     -   id: check-toml
 # Python
--   repo: https://github.com/psf/black
-    rev: 23.10.0
+-   repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.1.3
     hooks:
-    -   id: black-jupyter
--   repo: https://github.com/PyCQA/isort
-    rev: 5.12.0
-    hooks:
-    - id: isort
-    files: \.py$
+    - id: ruff
+      args: ["--fix"]
+    - id: ruff-format
diff --git a/pyproject.toml b/pyproject.toml
index 77239c2..bf767a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,3 +41,8 @@ deepmodeling_sphinx = [
 
 [tool.isort]
 profile = "black"
+
+[tool.ruff]
+select = [
+    "I", # isort
+]