diff --git a/ci/build_docs.sh b/ci/build_docs.sh
index a2447f5f06..aff7674892 100755
--- a/ci/build_docs.sh
+++ b/ci/build_docs.sh
@@ -6,6 +6,9 @@ set -euo pipefail
 rapids-logger "Create test conda environment"
 . /opt/conda/etc/profile.d/conda.sh
 
+RAPIDS_VERSION="$(rapids-version)"
+export RAPIDS_VERSION_MAJOR_MINOR="$(rapids-version-major-minor)"
+
 rapids-dependency-file-generator \
   --output conda \
   --file-key docs \
@@ -23,14 +26,11 @@ PYTHON_CHANNEL=$(rapids-download-conda-from-s3 python)
 rapids-mamba-retry install \
   --channel "${CPP_CHANNEL}" \
   --channel "${PYTHON_CHANNEL}" \
-  libraft \
-  libraft-headers \
-  pylibraft \
-  raft-dask
+  "libraft=${RAPIDS_VERSION}" \
+  "libraft-headers=${RAPIDS_VERSION}" \
+  "pylibraft=${RAPIDS_VERSION}" \
+  "raft-dask=${RAPIDS_VERSION}"
 
-export RAPIDS_VERSION="$(rapids-version)"
-export RAPIDS_VERSION_MAJOR_MINOR="$(rapids-version-major-minor)"
-export RAPIDS_VERSION_NUMBER="$RAPIDS_VERSION_MAJOR_MINOR"
 export RAPIDS_DOCS_DIR="$(mktemp -d)"
 
 rapids-logger "Build CPP docs"
@@ -45,4 +45,4 @@ mkdir -p "${RAPIDS_DOCS_DIR}/raft/"html
 mv _html/* "${RAPIDS_DOCS_DIR}/raft/html"
 popd
 
-rapids-upload-docs
+RAPIDS_VERSION_NUMBER="${RAPIDS_VERSION_MAJOR_MINOR}" rapids-upload-docs
diff --git a/ci/test_cpp.sh b/ci/test_cpp.sh
index 05323e4f5d..9d0edc6b21 100755
--- a/ci/test_cpp.sh
+++ b/ci/test_cpp.sh
@@ -8,6 +8,8 @@ cd "$(dirname "$(realpath "${BASH_SOURCE[0]}")")"/../
 
 . /opt/conda/etc/profile.d/conda.sh
 
+RAPIDS_VERSION="$(rapids-version)"
+
 rapids-logger "Generate C++ testing dependencies"
 rapids-dependency-file-generator \
   --output conda \
@@ -29,7 +31,9 @@ rapids-print-env
 
 rapids-mamba-retry install \
   --channel "${CPP_CHANNEL}" \
-  libraft-headers libraft libraft-tests
+  "libraft-headers=${RAPIDS_VERSION}" \
+  "libraft=${RAPIDS_VERSION}" \
+  "libraft-tests=${RAPIDS_VERSION}"
 
 rapids-logger "Check GPU usage"
 nvidia-smi
diff --git a/ci/test_python.sh b/ci/test_python.sh
index 01e5ac9456..af93d2e04b 100755
--- a/ci/test_python.sh
+++ b/ci/test_python.sh
@@ -8,6 +8,8 @@ cd "$(dirname "$(realpath "${BASH_SOURCE[0]}")")"/../
 
 . /opt/conda/etc/profile.d/conda.sh
 
+RAPIDS_VERSION="$(rapids-version)"
+
 rapids-logger "Generate Python testing dependencies"
 rapids-dependency-file-generator \
   --output conda \
@@ -34,7 +36,10 @@ rapids-print-env
 rapids-mamba-retry install \
   --channel "${CPP_CHANNEL}" \
   --channel "${PYTHON_CHANNEL}" \
-  libraft libraft-headers pylibraft raft-dask
+  "libraft=${RAPIDS_VERSION}" \
+  "libraft-headers=${RAPIDS_VERSION}" \
+  "pylibraft=${RAPIDS_VERSION}" \
+  "raft-dask=${RAPIDS_VERSION}"
 
 rapids-logger "Check GPU usage"
 nvidia-smi
diff --git a/ci/test_wheel_raft_dask.sh b/ci/test_wheel_raft_dask.sh
index 9b1187592d..a778a3ec51 100755
--- a/ci/test_wheel_raft_dask.sh
+++ b/ci/test_wheel_raft_dask.sh
@@ -9,10 +9,11 @@ RAPIDS_PY_WHEEL_NAME="raft_dask_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels
 
 # Download the pylibraft built in the previous step
 RAPIDS_PY_WHEEL_NAME="pylibraft_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./local-pylibraft-dep
-python -m pip install --no-deps ./local-pylibraft-dep/pylibraft*.whl
 
 # echo to expand wildcard before adding `[extra]` requires for pip
-python -m pip install -v "$(echo ./dist/raft_dask_${RAPIDS_PY_CUDA_SUFFIX}*.whl)[test]"
+python -m pip install -v \
+    ./local-pylibraft-dep/pylibraft*.whl \
+    "$(echo ./dist/raft_dask_${RAPIDS_PY_CUDA_SUFFIX}*.whl)[test]"
 
 test_dir="python/raft-dask/raft_dask/test"