diff --git a/requirements.txt b/requirements.txt
index 5c1a0b4..7e3d802 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,7 @@ numpy==1.21.5
 pandas==1.3.5
 scikit-learn==1.0.2
 flask==2.1.0
-mlflow==1.23.1
+mlflow==2.3.1
 joblib==0.16.0
 lime==0.2.0.1
 fluent-logger==0.10.0