diff --git a/ci/build_cpp.sh b/ci/build_cpp.sh
index d0d13f99448..029aea22540 100755
--- a/ci/build_cpp.sh
+++ b/ci/build_cpp.sh
@@ -7,12 +7,20 @@ source rapids-env-update
 
 export CMAKE_GENERATOR=Ninja
 
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 cpp)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 cpp)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 cpp)
+
 rapids-print-env
 
 version=$(rapids-generate-version)
 
 rapids-logger "Begin cpp build"
 
-RAPIDS_PACKAGE_VERSION=${version} rapids-conda-retry mambabuild conda/recipes/libcugraph
+RAPIDS_PACKAGE_VERSION=${version} rapids-conda-retry mambabuild \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  conda/recipes/libcugraph
 
 rapids-upload-conda-to-s3 cpp
diff --git a/ci/build_docs.sh b/ci/build_docs.sh
index 3f97f652d41..ed8019a0647 100755
--- a/ci/build_docs.sh
+++ b/ci/build_docs.sh
@@ -20,9 +20,22 @@ rapids-logger "Downloading artifacts from previous jobs"
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
 PYTHON_CHANNEL=$(rapids-download-conda-from-s3 python)
 
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 cpp)
+RMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 python)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 cpp)
+CUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 python)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 cpp)
+RAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 python)
+
 rapids-mamba-retry install \
   --channel "${CPP_CHANNEL}" \
   --channel "${PYTHON_CHANNEL}" \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${RMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${CUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  --channel "${RAFT_CHANNEL}" \
   libcugraph \
   pylibcugraph \
   cugraph \
diff --git a/ci/build_python.sh b/ci/build_python.sh
index 90a40c539ff..57860b8c837 100755
--- a/ci/build_python.sh
+++ b/ci/build_python.sh
@@ -11,6 +11,13 @@ rapids-print-env
 
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
 
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 cpp)
+RMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 python)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 cpp)
+CUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 python)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 cpp)
+RAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 python)
+
 version=$(rapids-generate-version)
 git_commit=$(git rev-parse HEAD)
 export RAPIDS_PACKAGE_VERSION=${version}
@@ -19,7 +26,7 @@ echo "${version}" > VERSION
 rapids-logger "Begin py build"
 
 package_dir="python"
-for package_name in pylibcugraph cugraph nx-cugraph cugraph-pyg cugraph-dgl; do 
+for package_name in pylibcugraph cugraph nx-cugraph cugraph-pyg cugraph-dgl; do
   underscore_package_name=$(echo "${package_name}" | tr "-" "_")
   sed -i "/^__git_commit__/ s/= .*/= \"${git_commit}\"/g" "${package_dir}/${package_name}/${underscore_package_name}/_version.py"
 done
@@ -29,12 +36,24 @@ done
 rapids-conda-retry mambabuild \
   --no-test \
   --channel "${CPP_CHANNEL}" \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${RMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${CUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  --channel "${RAFT_CHANNEL}" \
   conda/recipes/pylibcugraph
 
 rapids-conda-retry mambabuild \
   --no-test \
   --channel "${CPP_CHANNEL}" \
   --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${RMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${CUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  --channel "${RAFT_CHANNEL}" \
   conda/recipes/cugraph
 
 # NOTE: nothing in nx-cugraph is CUDA-specific, but it is built on each CUDA
@@ -45,6 +64,12 @@ rapids-conda-retry mambabuild \
   --no-test \
   --channel "${CPP_CHANNEL}" \
   --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${RMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${CUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  --channel "${RAFT_CHANNEL}" \
   conda/recipes/nx-cugraph
 
 # NOTE: nothing in the cugraph-service packages are CUDA-specific, but they are
@@ -59,6 +84,12 @@ rapids-conda-retry mambabuild \
   --no-test \
   --channel "${CPP_CHANNEL}" \
   --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${RMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${CUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  --channel "${RAFT_CHANNEL}" \
   conda/recipes/cugraph-service
 
 RAPIDS_CUDA_MAJOR="${RAPIDS_CUDA_VERSION%%.*}"
@@ -72,6 +103,12 @@ if [[ ${RAPIDS_CUDA_MAJOR} == "11" ]]; then
     --channel pyg \
     --channel pytorch \
     --channel pytorch-nightly \
+    --channel "${LIBRMM_CHANNEL}" \
+    --channel "${RMM_CHANNEL}" \
+    --channel "${LIBCUDF_CHANNEL}" \
+    --channel "${CUDF_CHANNEL}" \
+    --channel "${LIBRAFT_CHANNEL}" \
+    --channel "${RAFT_CHANNEL}" \
     conda/recipes/cugraph-pyg
 
   # Only CUDA 11 is supported right now due to PyTorch requirement.
@@ -82,6 +119,12 @@ if [[ ${RAPIDS_CUDA_MAJOR} == "11" ]]; then
     --channel dglteam \
     --channel pytorch \
     --channel pytorch-nightly \
+    --channel "${LIBRMM_CHANNEL}" \
+    --channel "${RMM_CHANNEL}" \
+    --channel "${LIBCUDF_CHANNEL}" \
+    --channel "${CUDF_CHANNEL}" \
+    --channel "${LIBRAFT_CHANNEL}" \
+    --channel "${RAFT_CHANNEL}" \
     conda/recipes/cugraph-dgl
 fi
 
diff --git a/ci/test_cpp.sh b/ci/test_cpp.sh
index 95bc55c212a..b3bc7a0bafb 100755
--- a/ci/test_cpp.sh
+++ b/ci/test_cpp.sh
@@ -19,6 +19,11 @@ conda activate test
 set -u
 
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
+
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 cpp)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 cpp)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 cpp)
+
 RAPIDS_TESTS_DIR=${RAPIDS_TESTS_DIR:-"${PWD}/test-results"}/
 mkdir -p "${RAPIDS_TESTS_DIR}"
 
@@ -26,6 +31,9 @@ rapids-print-env
 
 rapids-mamba-retry install \
     --channel "${CPP_CHANNEL}" \
+    --channel "${LIBRMM_CHANNEL}" \
+    --channel "${LIBCUDF_CHANNEL}" \
+    --channel "${LIBRAFT_CHANNEL}" \
     libcugraph libcugraph_etl libcugraph-tests
 
 rapids-logger "Check GPU usage"
diff --git a/ci/test_notebooks.sh b/ci/test_notebooks.sh
index 653f23f947d..5f8e2a4d0d2 100755
--- a/ci/test_notebooks.sh
+++ b/ci/test_notebooks.sh
@@ -24,9 +24,22 @@ rapids-logger "Downloading artifacts from previous jobs"
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
 PYTHON_CHANNEL=$(rapids-download-conda-from-s3 python)
 
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 cpp)
+RMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 python)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 cpp)
+CUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 python)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 cpp)
+RAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 python)
+
 rapids-mamba-retry install \
   --channel "${CPP_CHANNEL}" \
   --channel "${PYTHON_CHANNEL}" \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${RMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${CUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  --channel "${RAFT_CHANNEL}" \
   libcugraph pylibcugraph cugraph
 
 NBTEST="$(realpath "$(dirname "$0")/utils/nbtest.sh")"
diff --git a/ci/test_python.sh b/ci/test_python.sh
index 1690ce2f15b..af36913b03b 100755
--- a/ci/test_python.sh
+++ b/ci/test_python.sh
@@ -22,6 +22,13 @@ rapids-logger "Downloading artifacts from previous jobs"
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
 PYTHON_CHANNEL=$(rapids-download-conda-from-s3 python)
 
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 cpp)
+RMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1095 python)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 cpp)
+CUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14365 python)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 cpp)
+RAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 1964 python)
+
 RAPIDS_TESTS_DIR=${RAPIDS_TESTS_DIR:-"${PWD}/test-results"}
 RAPIDS_COVERAGE_DIR=${RAPIDS_COVERAGE_DIR:-"${PWD}/coverage-results"}
 mkdir -p "${RAPIDS_TESTS_DIR}" "${RAPIDS_COVERAGE_DIR}"
@@ -31,6 +38,12 @@ rapids-print-env
 rapids-mamba-retry install \
   --channel "${CPP_CHANNEL}" \
   --channel "${PYTHON_CHANNEL}" \
+  --channel "${LIBRMM_CHANNEL}" \
+  --channel "${RMM_CHANNEL}" \
+  --channel "${LIBCUDF_CHANNEL}" \
+  --channel "${CUDF_CHANNEL}" \
+  --channel "${LIBRAFT_CHANNEL}" \
+  --channel "${RAFT_CHANNEL}" \
   libcugraph \
   pylibcugraph \
   cugraph \
@@ -152,6 +165,12 @@ if [[ "${RAPIDS_CUDA_VERSION}" == "11.8.0" ]]; then
       --channel pytorch-nightly \
       --channel dglteam/label/cu118 \
       --channel nvidia \
+      --channel "${LIBRMM_CHANNEL}" \
+      --channel "${RMM_CHANNEL}" \
+      --channel "${LIBCUDF_CHANNEL}" \
+      --channel "${CUDF_CHANNEL}" \
+      --channel "${LIBRAFT_CHANNEL}" \
+      --channel "${RAFT_CHANNEL}" \
       libcugraph \
       pylibcugraph \
       pylibcugraphops \
@@ -203,16 +222,28 @@ if [[ "${RAPIDS_CUDA_VERSION}" == "11.8.0" ]]; then
       --channel pyg \
       --channel pytorch \
       --channel nvidia \
+      --channel "${LIBRMM_CHANNEL}" \
+      --channel "${RMM_CHANNEL}" \
+      --channel "${LIBCUDF_CHANNEL}" \
+      --channel "${CUDF_CHANNEL}" \
+      --channel "${LIBRAFT_CHANNEL}" \
+      --channel "${RAFT_CHANNEL}" \
       'pyg=2.3' \
       'pytorch=2.0.0' \
       'pytorch-cuda=11.8'
-    
+
     # Install pyg dependencies (which requires pip)
     pip install pyg_lib torch_scatter torch_sparse torch_cluster torch_spline_conv -f https://data.pyg.org/whl/torch-2.0.0+cu118.html
 
     rapids-mamba-retry install \
       --channel "${CPP_CHANNEL}" \
       --channel "${PYTHON_CHANNEL}" \
+      --channel "${LIBRMM_CHANNEL}" \
+      --channel "${RMM_CHANNEL}" \
+      --channel "${LIBCUDF_CHANNEL}" \
+      --channel "${CUDF_CHANNEL}" \
+      --channel "${LIBRAFT_CHANNEL}" \
+      --channel "${RAFT_CHANNEL}" \
       libcugraph \
       pylibcugraph \
       pylibcugraphops \