diff --git a/pyproject.toml b/pyproject.toml
index 48c8aa3..f71f8dc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,7 +38,7 @@ dependencies = [
     "scikit-learn~=1.8.0",
     "markdown-it-py~=4.0",
     "google-auth~=2.41",
-    "pydantic~=2.0",
+    "pydantic~=2.12",
     "python-dotenv~=1.0",
 ]