diff --git a/ci/build_cpp.sh b/ci/build_cpp.sh
index d0d13f99448..69234bd640a 100755
--- a/ci/build_cpp.sh
+++ b/ci/build_cpp.sh
@@ -9,10 +9,20 @@ export CMAKE_GENERATOR=Ninja
 
 rapids-print-env
 
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1404 cpp)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14576 cpp)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 2049 cpp)
+LIBCUGRAPH_OPS_CHANNEL=$(rapids-get-pr-conda-artifact cugraph-ops 580 cpp)
+
 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 "${LIBRAFT_CHANNEL}" \
+    --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+    conda/recipes/libcugraph
 
 rapids-upload-conda-to-s3 cpp
diff --git a/ci/build_python.sh b/ci/build_python.sh
index 90a40c539ff..f21b8979706 100755
--- a/ci/build_python.sh
+++ b/ci/build_python.sh
@@ -10,6 +10,14 @@ export CMAKE_GENERATOR=Ninja
 rapids-print-env
 
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
+LIBRMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1404 cpp)
+RMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1404 python)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14576 cpp)
+CUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14576 python)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 2049 cpp)
+RAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 2049 python)
+LIBCUGRAPH_OPS_CHANNEL=$(rapids-get-pr-conda-artifact cugraph-ops 580 cpp)
+CUGRAPH_OPS_CHANNEL=$(rapids-get-pr-conda-artifact cugraph-ops 580 python)
 
 version=$(rapids-generate-version)
 git_commit=$(git rev-parse HEAD)
@@ -19,7 +27,7 @@ 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
@@ -29,11 +37,27 @@ 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 "${RAFT_CHANNEL}" \
+  --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+  --channel "${CUGRAPH_OPS_CHANNEL}" \
   conda/recipes/pylibcugraph
 
 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 "${RAFT_CHANNEL}" \
+  --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+  --channel "${CUGRAPH_OPS_CHANNEL}" \
   --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
   conda/recipes/cugraph
 
@@ -44,6 +68,14 @@ rapids-conda-retry mambabuild \
 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 "${RAFT_CHANNEL}" \
+  --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+  --channel "${CUGRAPH_OPS_CHANNEL}" \
   --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
   conda/recipes/nx-cugraph
 
@@ -68,6 +100,14 @@ if [[ ${RAPIDS_CUDA_MAJOR} == "11" ]]; then
   rapids-conda-retry mambabuild \
     --no-test \
     --channel "${CPP_CHANNEL}" \
+    --channel "${LIBRMM_CHANNEL}" \
+    --channel "${RMM_CHANNEL}" \
+    --channel "${LIBCUDF_CHANNEL}" \
+    --channel "${CUDF_CHANNEL}" \
+    --channel "${LIBRAFT_CHANNEL}" \
+    --channel "${RAFT_CHANNEL}" \
+    --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+    --channel "${CUGRAPH_OPS_CHANNEL}" \
     --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
     --channel pyg \
     --channel pytorch \
@@ -78,6 +118,14 @@ if [[ ${RAPIDS_CUDA_MAJOR} == "11" ]]; then
   rapids-conda-retry mambabuild \
     --no-test \
     --channel "${CPP_CHANNEL}" \
+    --channel "${LIBRMM_CHANNEL}" \
+    --channel "${RMM_CHANNEL}" \
+    --channel "${LIBCUDF_CHANNEL}" \
+    --channel "${CUDF_CHANNEL}" \
+    --channel "${LIBRAFT_CHANNEL}" \
+    --channel "${RAFT_CHANNEL}" \
+    --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+    --channel "${CUGRAPH_OPS_CHANNEL}" \
     --channel "${RAPIDS_CONDA_BLD_OUTPUT_DIR}" \
     --channel dglteam \
     --channel pytorch \
diff --git a/ci/test_cpp.sh b/ci/test_cpp.sh
index 95bc55c212a..2fe834f1760 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 1404 cpp)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14576 cpp)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 2049 cpp)
+LIBCUGRAPH_OPS_CHANNEL=$(rapids-get-pr-conda-artifact cugraph-ops 580 cpp)
+
 RAPIDS_TESTS_DIR=${RAPIDS_TESTS_DIR:-"${PWD}/test-results"}/
 mkdir -p "${RAPIDS_TESTS_DIR}"
 
@@ -26,6 +31,10 @@ rapids-print-env
 
 rapids-mamba-retry install \
     --channel "${CPP_CHANNEL}" \
+    --channel "${LIBRMM_CHANNEL}" \
+    --channel "${LIBCUDF_CHANNEL}" \
+    --channel "${LIBRAFT_CHANNEL}" \
+    --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
     libcugraph libcugraph_etl libcugraph-tests
 
 rapids-logger "Check GPU usage"
diff --git a/ci/test_python.sh b/ci/test_python.sh
index d6e92e8d1a5..fb92d5e1d15 100755
--- a/ci/test_python.sh
+++ b/ci/test_python.sh
@@ -21,6 +21,14 @@ set -u
 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=$(rapids-get-pr-conda-artifact rmm 1404 cpp)
+RMM_CHANNEL=$(rapids-get-pr-conda-artifact rmm 1404 python)
+LIBCUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14576 cpp)
+CUDF_CHANNEL=$(rapids-get-pr-conda-artifact cudf 14576 python)
+LIBRAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 2049 cpp)
+RAFT_CHANNEL=$(rapids-get-pr-conda-artifact raft 2049 python)
+LIBCUGRAPH_OPS_CHANNEL=$(rapids-get-pr-conda-artifact cugraph-ops 580 cpp)
+CUGRAPH_OPS_CHANNEL=$(rapids-get-pr-conda-artifact cugraph-ops 580 python)
 
 RAPIDS_TESTS_DIR=${RAPIDS_TESTS_DIR:-"${PWD}/test-results"}
 RAPIDS_COVERAGE_DIR=${RAPIDS_COVERAGE_DIR:-"${PWD}/coverage-results"}
@@ -31,6 +39,14 @@ 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}" \
+  --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+  --channel "${CUGRAPH_OPS_CHANNEL}" \
   libcugraph \
   pylibcugraph \
   cugraph \
@@ -148,6 +164,14 @@ if [[ "${RAPIDS_CUDA_VERSION}" == "11.8.0" ]]; then
     rapids-mamba-retry install \
       --channel "${CPP_CHANNEL}" \
       --channel "${PYTHON_CHANNEL}" \
+      --channel "${LIBRMM_CHANNEL}" \
+      --channel "${RMM_CHANNEL}" \
+      --channel "${LIBCUDF_CHANNEL}" \
+      --channel "${CUDF_CHANNEL}" \
+      --channel "${LIBRAFT_CHANNEL}" \
+      --channel "${RAFT_CHANNEL}" \
+      --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+      --channel "${CUGRAPH_OPS_CHANNEL}" \
       --channel pytorch \
       --channel pytorch-nightly \
       --channel dglteam/label/cu118 \
@@ -201,6 +225,14 @@ if [[ "${RAPIDS_CUDA_VERSION}" == "11.8.0" ]]; then
     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}" \
+      --channel "${LIBCUGRAPH_OPS_CHANNEL}" \
+      --channel "${CUGRAPH_OPS_CHANNEL}" \
       --channel pytorch \
       --channel nvidia \
       --channel pyg \
@@ -208,7 +240,7 @@ if [[ "${RAPIDS_CUDA_VERSION}" == "11.8.0" ]]; then
       "cugraph-pyg" \
       "pytorch>=2.0,<2.1" \
       "pytorch-cuda=11.8"
-    
+
     # Install pyg dependencies (which requires pip)
     pip install \
         pyg_lib \