diff --git a/doc/installation.rst b/doc/installation.rst
index 1aa24d6909df900a65e0f1836cfcc4b63ff28370..55022724b9df4f0e88b05f03019ea0c30aa0fcf7 100644
--- a/doc/installation.rst
+++ b/doc/installation.rst
@@ -23,6 +23,16 @@ package:
   $ conda install bob.bio.vein
 
 
+You must also install drivers for all database interfaces you may want to use.
+The next command line install some of the available drivers:
+
+.. code-block:: sh
+
+  $ conda install bob.db.utfvp bob.db.verafinger
+
+For a list of currently maintained database drivers, you may check `this file <https://gitlab.idiap.ch/bob/bob.bio.vein/blob/master/test-requirements.txt>`_.
+
+
 Setting up Databases
 --------------------
 
@@ -46,7 +56,8 @@ The current system readily supports the following freely available datasets:
 * ``vera``: `Vera Fingervein`_
 * ``utfvp``: `UTFVP`_
 * ``fv3d``: `3D Fingervein`_
-* ``put``: `PUT`_ Vein Dataset
+
+.. * ``put``: `PUT`_ Vein Dataset
 
 
 After downloading the databases, annotate the base directories in which they
diff --git a/requirements.txt b/requirements.txt
index e0618a96aca0634a6f2ec76bfc274bd0792a2d7b..0ff10115e2aa92be18ba430ecec44d58be8c4d2b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -13,10 +13,6 @@ bob.io.matlab
 bob.io.image
 bob.ip.base
 bob.bio.base
-bob.db.utfvp
-bob.db.verafinger
-bob.db.putvein
-bob.db.fv3d
 bob.learn.linear
 bob.learn.activation
 bob.learn.mlp
diff --git a/test-requirements.txt b/test-requirements.txt
index 1cf2d9d871ad867a525c6fba66a093ad6106e4c6..b0e16a2df86e58005f6371b5493483161161ea60 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -1,4 +1,3 @@
-gridtk
-bob.db.verafinger
 bob.db.utfvp
-bob.db.putvein
+bob.db.verafinger
+bob.db.fv3d