diff --git a/pyproject.toml b/pyproject.toml
index feb542404095884810ab426c38c2a284fd30dd26..8d1a163066148fdc65568d15fd84ad0a42c6d8ff 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,5 +1,5 @@
 [build-system]
-    requires = ["setuptools>=61.0.0", "wheel"]
+    requires = ["setuptools>=69.2.0", "wheel"]
     build-backend = "setuptools.build_meta"
 
 [project]
@@ -25,21 +25,21 @@
         "Topic :: Scientific/Engineering :: Artificial Intelligence",
     ]
     dependencies = [
-        "bob",
-        "bob.io.base",
-        "bob.measure",
-        "bob.pipelines",
-        "bob.bio.base",
-        "clapper",
-        "click",
-        "click-plugins",
-        "dask",
-        "matplotlib",
-        "numpy",
-        "scikit-learn",
-        "scipy",
-        "sqlalchemy",
-        "tabulate",
+        "bob==12.1.1",
+        "bob.io.base==5.1.1",
+        "bob.measure==6.1.1",
+        "bob.pipelines==4.0.1",
+        "bob.bio.base==8.1.1",
+        "clapper~=1.0",
+        "click~=8.1",
+        "click-plugins~=1.1",
+        "dask==2024.5.2",
+        "matplotlib~=3.8",
+        "numpy~=1.26",
+        "scikit-learn~=1.4",
+        "scipy~=1.10",
+        "sqlalchemy~=2.0",
+        "tabulate~=0.9",
     ]
 
 [project.urls]
@@ -106,3 +106,7 @@
     ]
     junit_logging = "all"
     junit_log_passing_tests = false
+
+# [profile]
+#     repository_url = "git@gitlab.idiap.ch:bob/dev-profile.git"
+#     commit_hash = "370d1fe4102014cb50e17ce9dd829ae47d21e9b8"