diff --git a/requirements/build.txt b/requirements/build.txt
index ca9c3ad..5d68a18 100644
--- a/requirements/build.txt
+++ b/requirements/build.txt
@@ -1,5 +1,5 @@
-bandit==1.8.3
+bandit==1.8.5
 build==1.2.2.post1
-pytest==8.3.5
-pytest-cov==6.1.1
-ruff==0.11.12
+pytest==8.4.1
+pytest-cov==6.2.1
+ruff==0.12.1
diff --git a/requirements/dev.txt b/requirements/dev.txt
index df6562c..1b1439e 100644
--- a/requirements/dev.txt
+++ b/requirements/dev.txt
@@ -1 +1 @@
-tox==4.26.0
+tox==4.27.0
diff --git a/requirements/docs.txt b/requirements/docs.txt
index 36d2887..e26503e 100644
--- a/requirements/docs.txt
+++ b/requirements/docs.txt
@@ -3,5 +3,5 @@
 sphinx==8.2.3
 sphinx_rtd_theme==3.0.2
 sphinx_book_theme==1.1.4
-sphinx-automodapi==0.19.0
+sphinx-automodapi==0.20.0
 sphinx-issues==5.0.1
diff --git a/requirements/prd.txt b/requirements/prd.txt
index e5b76f5..f6f52af 100644
--- a/requirements/prd.txt
+++ b/requirements/prd.txt
@@ -1,7 +1,7 @@
 ase==3.25.0
 dplutils>=0.8.0
-pandas==2.2.3
-ray[default]==2.46.0
+pandas==2.3.0
+ray[default]==2.47.1
 rdkit_pypi==2022.9.5
-torch==2.7.0
+torch==2.7.1
 torch_geometric==2.6.1
diff --git a/requirements/test.txt b/requirements/test.txt
index f59a01e..48091a6 100644
--- a/requirements/test.txt
+++ b/requirements/test.txt
@@ -1,4 +1,4 @@
-pytest==8.3.5
-pytest-cov==6.1.1
-bandit==1.8.3
-ruff==0.11.12
+pytest==8.4.1
+pytest-cov==6.2.1
+bandit==1.8.5
+ruff==0.12.1