diff --git a/requirements.txt b/requirements.txt
index c058428..8509a3a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,12 +1,12 @@
 # API behavior
-fastapi==0.96
-pandas==2.0.2
+fastapi==0.110.0
+pandas==2.2.1
 scikit-learn==1.2.2
 uvicorn==0.22.0
 
 # Model management
 joblib==1.2.0
-mlflow==2.4.1
+mlflow==2.11.3
 
 # Data validation
 pandera==0.15.1
@@ -18,4 +18,4 @@ sqlalchemy==2.0.16
 psycopg2-binary==2.9.6
 
 # Notebook
-ipykernel==6.23.3
\ No newline at end of file
+ipykernel==6.23.3