diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8369d5dc..100b6b0e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -25,6 +25,11 @@ repos:
     rev: v2.2.2
     hooks:
       - id: codespell
+  - repo: https://github.com/rapidsai/dependency-file-generator
+    rev: v1.8.0
+    hooks:
+        - id: rapids-dependency-file-generator
+          args: ["--clean"]
   - repo: local
     hooks:
       - id: copyright-check