diff --git a/requirements.txt b/requirements.txt
index 21f750c..8830041 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,7 +4,7 @@ hdbscan==0.8.40
 imbalanced-learn==0.12.4
 joblib==1.5.1
 matplotlib==3.10.3
-mlflow==2.22.1
+mlflow==3.1.0
 numpy==1.26.4
 pandas==2.2.3
 plotly==5.24.1