diff --git a/pyproject.toml b/pyproject.toml
index 026fec2..9831d12 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ dev = [
     "pytest>=8.0.0",
     "pytest-cov>=4.1.0",
     "ruff>=0.14.0",
-    "pre-commit>=3.6.0",
+    "pre-commit>=4.5.1",
     "pyyaml>=6.0",
     "tiktoken>=0.5.0",
 ]