diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d99b74506e4..b4064126422 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,10 +44,12 @@ repos:
   - repo: https://github.com/nbQA-dev/nbQA
     rev: 1.9.1
     hooks:
-      - id: nbqa-isort
-        # Use the cudf_kafka isort orderings in notebooks so that dask
-        # and RAPIDS packages have their own sections.
-        args: ["--settings-file=python/cudf_kafka/pyproject.toml"]
+      - id: nbqa-ruff
+        additional_dependencies: ["ruff"]
+        args: [
+          "--fix-only",
+          "--select=I",
+        ]
   - repo: https://github.com/pre-commit/mirrors-clang-format
     rev: v16.0.6
     hooks: