diff --git a/.devcontainer/cuda12.1-conda/devcontainer.json b/.devcontainer/cuda12.1-conda/devcontainer.json
index fa5d24c6d8..ee34c67fa8 100644
--- a/.devcontainer/cuda12.1-conda/devcontainer.json
+++ b/.devcontainer/cuda12.1-conda/devcontainer.json
@@ -5,7 +5,7 @@
     "args": {
       "CUDA": "12.1",
       "PYTHON_PACKAGE_MANAGER": "conda",
-      "BASE": "rapidsai/devcontainers:24.06-cpp-mambaforge-ubuntu22.04"
+      "BASE": "rapidsai/devcontainers:24.10-cpp-mambaforge-ubuntu22.04"
     }
   },
   "privileged": true,
diff --git a/.github/workflows/ci_pipe.yml b/.github/workflows/ci_pipe.yml
index 3482fd2b8d..0d4bb14c7d 100644
--- a/.github/workflows/ci_pipe.yml
+++ b/.github/workflows/ci_pipe.yml
@@ -21,16 +21,12 @@ on:
       run_check:
         required: true
         type: boolean
-      conda_core_run_build:
-        description: 'Runs the stage to build the morpheus-core conda package'
-        required: true
-        type: boolean
       conda_upload_label:
         description: 'The label to use when uploading the morpheus conda packages. Leave empty to disable uploading'
         required: true
         type: string
       conda_run_build:
-        description: 'Runs the conda-build stage to build the conda package with all morpheus components'
+        description: 'Runs the conda-build stage to build the morpheus conda packages'
         required: true
         type: boolean
       container:
@@ -204,9 +200,9 @@ jobs:
         shell: bash
         run: ./morpheus/ci/scripts/github/docs.sh
 
-  package-core:
-    name: Package Core
-    if: ${{ inputs.conda_core_run_build }}
+  package:
+    name: Conda Package
+    if: ${{ inputs.conda_run_build }}
     needs: [documentation, test]
     runs-on: linux-amd64-cpu16
     timeout-minutes: 60
@@ -240,38 +236,4 @@ jobs:
           CONDA_TOKEN: "${{ secrets.CONDA_TOKEN }}"
           SCRIPT_ARGS: "${{ inputs.conda_upload_label != '' && 'upload' || '' }}"
           CONDA_PKG_LABEL: "${{ inputs.conda_upload_label }}"
-        run: ./morpheus/ci/scripts/github/conda_core.sh $SCRIPT_ARGS
-
-  package:
-    name: Package All
-    if: ${{ inputs.conda_run_build }}
-    needs: [check, documentation, test]
-    runs-on: linux-amd64-cpu16
-    timeout-minutes: 60
-    container:
-      credentials:
-        username: '$oauthtoken'
-        password: ${{ secrets.NGC_API_KEY }}
-      image: ${{ inputs.container }}
-    strategy:
-      fail-fast: true
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v3
-        with:
-          lfs: false
-          path: 'morpheus'
-          fetch-depth: 0
-          submodules: 'recursive'
-
-      - name: Get AWS credentials using OIDC
-        uses: aws-actions/configure-aws-credentials@v1-node16
-        with:
-          role-to-assume: ${{ vars.AWS_ROLE_ARN }}
-          aws-region: ${{ vars.AWS_REGION }}
-          role-duration-seconds: 43200 # 12h
-
-      - name: conda
-        shell: bash
-        run: ./morpheus/ci/scripts/github/conda.sh
+        run: ./morpheus/ci/scripts/github/conda_libs.sh $SCRIPT_ARGS
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 097d3c9e69..1afe90625c 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -68,7 +68,6 @@ jobs:
       is_main_branch: ${{ github.ref_name == 'main' }}
       is_dev_branch: ${{ startsWith(github.ref_name, 'branch-') }}
       has_conda_build_label: ${{ steps.get-pr-info.outcome == 'success' && contains(fromJSON(steps.get-pr-info.outputs.pr-info).labels.*.name, 'conda-build') || false }}
-      has_conda_core_build_label: ${{ steps.get-pr-info.outcome == 'success' && contains(fromJSON(steps.get-pr-info.outputs.pr-info).labels.*.name, 'conda-core-build') || false }}
       has_skip_ci_label: ${{ steps.get-pr-info.outcome == 'success' && contains(fromJSON(steps.get-pr-info.outputs.pr-info).labels.*.name, 'skip-ci') || false }}
       pr_info: ${{ steps.get-pr-info.outcome == 'success' && steps.get-pr-info.outputs.pr-info || '' }}
 
@@ -90,16 +89,13 @@ jobs:
     with:
       # Run checks for any PR branch
       run_check: ${{ fromJSON(needs.prepare.outputs.is_pr) }}
-      # Build morpheus-core conda package. This is done for main/dev branches and
-      # for PRs with the conda-core-build label
-      conda_core_run_build: ${{ !fromJSON(needs.prepare.outputs.is_pr) || fromJSON(needs.prepare.outputs.has_conda_core_build_label) }}
-      # Upload morpheus-core conda package only for non PR branches. Use 'main' for main branch and 'dev' for all other branches
-      conda_upload_label: ${{ !fromJSON(needs.prepare.outputs.is_pr) && (fromJSON(needs.prepare.outputs.is_main_branch) && 'main' || 'dev') || '' }}
-      # Run morpheus conda package, with all components. This is done for main/dev
-      # branches and for PRs with the conda-build label.
+      # Build conda packages for all the morpheus libraries - core, dfp, llm. This is
+      # done for main/dev branches and for PRs with the conda-build label
       conda_run_build: ${{ !fromJSON(needs.prepare.outputs.is_pr) || fromJSON(needs.prepare.outputs.has_conda_build_label) }}
-      container: nvcr.io/ea-nvidia-morpheus/morpheus:morpheus-ci-build-240614
-      test_container: nvcr.io/ea-nvidia-morpheus/morpheus:morpheus-ci-test-240614
+      # Upload morpheus conda packages only for non PR branches. Use 'main' for main branch and 'dev' for all other branches
+      conda_upload_label: ${{ !fromJSON(needs.prepare.outputs.is_pr) && (fromJSON(needs.prepare.outputs.is_main_branch) && 'main' || 'dev') || '' }}
+      container: nvcr.io/ea-nvidia-morpheus/morpheus:morpheus-ci-build-241004
+      test_container: nvcr.io/ea-nvidia-morpheus/morpheus:morpheus-ci-test-241004
     secrets:
       CONDA_TOKEN: ${{ secrets.CONDA_TOKEN }}
       NGC_API_KEY: ${{ secrets.NGC_API_KEY }}
diff --git a/CMakeLists.txt b/CMakeLists.txt
index a295b5ac5d..bd9580ae12 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -22,7 +22,9 @@ option(BUILD_SHARED_LIBS "Default value for whether or not to build shared or st
 option(MORPHEUS_BUILD_BENCHMARKS "Whether or not to build benchmarks" OFF)
 option(MORPHEUS_BUILD_DOCS "Enable building of API documentation" OFF)
 option(MORPHEUS_BUILD_EXAMPLES "Whether or not to build examples" OFF)
-option(MORPHEUS_BUILD_MORPHEUS_LLM "Whether or not to build morpheus_llm" OFF)
+option(MORPHEUS_BUILD_MORPHEUS_CORE "Whether or not to build morpheus_core" ON)
+option(MORPHEUS_BUILD_MORPHEUS_DFP "Whether or not to build morpheus_dfp" ON)
+option(MORPHEUS_BUILD_MORPHEUS_LLM "Whether or not to build morpheus_llm" ON)
 option(MORPHEUS_BUILD_TESTS "Whether or not to build tests" OFF)
 option(MORPHEUS_ENABLE_DEBUG_INFO "Enable printing debug information" OFF)
 option(MORPHEUS_PYTHON_BUILD_STUBS "Whether or not to generated .pyi stub files for C++ Python modules. Disable to avoid requiring loading the NVIDIA GPU Driver during build" ON)
@@ -37,7 +39,7 @@ option(MORPHEUS_USE_IWYU "Enable running include-what-you-use as part of the bui
 
 set(MORPHEUS_PY_INSTALL_DIR "${CMAKE_CURRENT_BINARY_DIR}/wheel" CACHE STRING "Location to install the python directory")
 
-set(MORPHEUS_RAPIDS_VERSION "24.02" CACHE STRING "Sets default versions for RAPIDS libraries.")
+set(MORPHEUS_RAPIDS_VERSION "24.10" CACHE STRING "Sets default versions for RAPIDS libraries.")
 set(MORPHEUS_CACHE_DIR "${CMAKE_SOURCE_DIR}/.cache" CACHE PATH "Directory to contain all CPM and CCache data")
 mark_as_advanced(MORPHEUS_CACHE_DIR)
 
diff --git a/ci/conda/recipes/morpheus-core/morpheus_core_build.sh b/ci/conda/recipes/morpheus-libs/cmake_common.sh
similarity index 61%
rename from ci/conda/recipes/morpheus-core/morpheus_core_build.sh
rename to ci/conda/recipes/morpheus-libs/cmake_common.sh
index 5ef4920b9e..dcfa69b13f 100644
--- a/ci/conda/recipes/morpheus-core/morpheus_core_build.sh
+++ b/ci/conda/recipes/morpheus-libs/cmake_common.sh
@@ -1,3 +1,4 @@
+
 # SPDX-FileCopyrightText: Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 # SPDX-License-Identifier: Apache-2.0
 #
@@ -16,26 +17,10 @@
 # It is assumed that this script is executed from the root of the repo directory by conda-build
 # (https://conda-forge.org/docs/maintainer/knowledge_base.html#using-cmake)
 
-# Need to ensure this value is set before checking it in the if block
-MORPHEUS_SUPPORT_DOCA=-OFF
-MORPHEUS_BUILD_MORPHEUS_LLM=-OFF
-
 # This will store all of the cmake args. Make sure to prepend args to allow
 # incoming values to overwrite them
-CMAKE_ARGS=${CMAKE_ARGS:-""}
-
-export CCACHE_BASEDIR=$(realpath ${SRC_DIR}/..)
-export USE_SCCACHE=${USE_SCCACHE:-""}
-
-# Check for some mrc environment variables. Append to front of args to allow users to overwrite them
-if [[ -n "${MORPHEUS_CACHE_DIR}" ]]; then
-   # Set the cache variable, then set the Staging prefix to allow for host searching
-   CMAKE_ARGS="-DMORPHEUS_CACHE_DIR=${MORPHEUS_CACHE_DIR} ${CMAKE_ARGS}"
-
-   # Double check that the cache dir has been created
-   mkdir -p ${MORPHEUS_CACHE_DIR}
-fi
 
+# CMake flags common across all libraries
 CMAKE_ARGS="-DCMAKE_MESSAGE_CONTEXT_SHOW=ON ${CMAKE_ARGS}"
 CMAKE_ARGS="-DCMAKE_INSTALL_PREFIX=$PREFIX ${CMAKE_ARGS}"
 CMAKE_ARGS="-DCMAKE_INSTALL_LIBDIR=lib ${CMAKE_ARGS}"
@@ -51,38 +36,12 @@ CMAKE_ARGS="-DPython_EXECUTABLE=${PYTHON} ${CMAKE_ARGS}"
 CMAKE_ARGS="-DPYTHON_EXECUTABLE=${PYTHON} ${CMAKE_ARGS}" # for pybind11
 CMAKE_ARGS="--log-level=VERBOSE ${CMAKE_ARGS}"
 
-if [[ "${USE_SCCACHE}" == "1" ]]; then
-   CMAKE_ARGS="-DCCACHE_PROGRAM_PATH=$(which sccache) ${CMAKE_ARGS}"
-fi
-
-echo "CC          : ${CC}"
-echo "CXX         : ${CXX}"
-echo "CUDAHOSTCXX : ${CUDAHOSTCXX}"
-echo "CUDA        : ${CUDA}"
-echo "CMAKE_ARGS  : ${CMAKE_ARGS}"
-
-echo "========Begin Env========"
-env
-echo "========End Env========"
-
-BUILD_DIR="build-conda"
+# Append to front of args to allow users to overwrite them
+if [[ -n "${MORPHEUS_CACHE_DIR}" ]]; then
+   # Set the cache variable, then set the Staging prefix to allow for host searching
+   CMAKE_ARGS="-DMORPHEUS_CACHE_DIR=${MORPHEUS_CACHE_DIR} ${CMAKE_ARGS}"
 
-# Check if the build directory already exists. And if so, delete the
-# CMakeCache.txt and CMakeFiles to ensure a clean configuration
-if [[ -d "./${BUILD_DIR}" ]]; then
-   echo "Deleting old CMake files at ./${BUILD_DIR}"
-   rm -rf "./${BUILD_DIR}/CMakeCache.txt"
-   rm -rf "./${BUILD_DIR}/CMakeFiles"
+   # Double check that the cache dir has been created
+   mkdir -p ${MORPHEUS_CACHE_DIR}
 fi
 
-# Run configure
-cmake -B ${BUILD_DIR} \
-   ${CMAKE_ARGS} \
-   --log-level=verbose \
-   .
-
-# Build the components
-cmake --build ${BUILD_DIR} -j${PARALLEL_LEVEL:-$(nproc)} --target install
-
-# Install just the mprpheus core python wheel components
-${PYTHON} -m pip install -vv ${BUILD_DIR}/python/morpheus/dist/*.whl
diff --git a/ci/conda/recipes/morpheus-core/conda_build_config.yaml b/ci/conda/recipes/morpheus-libs/conda_build_config.yaml
similarity index 96%
rename from ci/conda/recipes/morpheus-core/conda_build_config.yaml
rename to ci/conda/recipes/morpheus-libs/conda_build_config.yaml
index 4b051dc074..9c88ef46cb 100644
--- a/ci/conda/recipes/morpheus-core/conda_build_config.yaml
+++ b/ci/conda/recipes/morpheus-libs/conda_build_config.yaml
@@ -14,19 +14,19 @@
 # limitations under the License.
 
 c_compiler_version:
-  - 11.2
+  - 12.1
 
 cxx_compiler_version:
-  - 11.2
+  - 12.1
 
 cuda_compiler:
   - cuda-nvcc
 
 cuda_compiler_version:
-  - 12.1
+  - 12.5
 
 python:
   - 3.10
 
 rapids_version:
-  - 24.02
+  - 24.10
diff --git a/ci/conda/recipes/morpheus-core/meta.yaml b/ci/conda/recipes/morpheus-libs/meta.yaml
similarity index 60%
rename from ci/conda/recipes/morpheus-core/meta.yaml
rename to ci/conda/recipes/morpheus-libs/meta.yaml
index f72004b95a..dffdffe53e 100644
--- a/ci/conda/recipes/morpheus-core/meta.yaml
+++ b/ci/conda/recipes/morpheus-libs/meta.yaml
@@ -13,19 +13,21 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# This recipe splits into packages - morpheus-core, morpheus-dfp and morpheus-llm
 {% set version = environ.get('GIT_VERSION', '0.0.0.dev').lstrip('v') + environ.get('VERSION_SUFFIX', '') %}
 {% set minor_version =  version.split('.')[0] + '.' + version.split('.')[1] %}
 
 package:
-  name: morpheus-core
+  name: morpheus-split
   version: {{ version }}
 
 source:
   git_url: ../../../..
 
 outputs:
-
+  ############################### morpheus-core #############################
   - name: morpheus-core
+    type: conda_v2
     build:
       number: {{ GIT_DESCRIBE_NUMBER }}
       string: cuda_{{ cuda_compiler_version }}_py{{ python }}_{{ GIT_DESCRIBE_HASH }}_{{ GIT_DESCRIBE_NUMBER }}
@@ -35,8 +37,6 @@ outputs:
         - CMAKE_CUDA_ARCHITECTURES
         - MORPHEUS_CACHE_DIR
         - MORPHEUS_PYTHON_BUILD_STUBS
-        - MORPHEUS_SUPPORT_DOCA
-        - MORPHEUS_BUILD_MORPHEUS_LLM
         - PARALLEL_LEVEL
       run_exports:
         - {{ pin_subpackage("morpheus-core", max_pin="x.x") }}
@@ -47,15 +47,13 @@ outputs:
         - {{ compiler("c") }}
         - {{ compiler("cuda") }}
         - {{ compiler("cxx") }}
-        - automake =1.16.5 # Needed for DOCA build
         - ccache
         - cmake =3.27
         - cuda-cudart-dev {{ cuda_compiler_version }}.* # Needed by CMake to compile a test application
         - cuda-version {{ cuda_compiler_version }}.*
-        - libtool # Needed for DOCA build
         - ninja =1.11
-        - pkg-config =0.29 # for mrc cmake
-        - sysroot_linux-64 =2.17
+        - pkg-config =0.29
+        - sysroot_linux-64 =2.28
       host:
         # CUDA dependencies
         - cuda-cudart-dev {{ cuda_compiler_version }}.*
@@ -67,7 +65,7 @@ outputs:
         # Non-CUDA dependencies
         - cudf {{ rapids_version }}
         - cython 3.0.*
-        - glog 0.6.*
+        - glog >=0.7.1,<0.8
         - libcudf {{ rapids_version }}
         - librdkafka >=1.9.2,<1.10.0a0
         - mrc {{ minor_version }}
@@ -78,7 +76,7 @@ outputs:
         - rapidjson 1.1.0
         - scikit-build 0.17.6
         - versioneer-518
-        - zlib 1.2.13 # required to build triton client
+        - zlib 1.3.1 # required to build triton client
       run:
         # Runtime only requirements. This + setup.py is the definitive runtime requirement list
         # This should be synced with `runtime` in dependencies.yaml
@@ -93,7 +91,7 @@ outputs:
         - docker-py =5.0.*
         - elasticsearch ==8.9.0
         - feedparser =6.0.*
-        - grpcio =1.59.*
+        - grpcio =1.62.*
         - mlflow>=2.10.0,<3
         - mrc
         - networkx=2.8.8
@@ -103,8 +101,6 @@ outputs:
         - python
         - python-confluent-kafka >=1.9.2,<1.10.0a0
         - python-graphviz
-        - pytorch-cuda
-        - pytorch * *cuda*
         - rapids-dask-dependency {{ rapids_version }} # provides dask and distributed
         - requests
         - requests-cache =1.1.*
@@ -130,11 +126,82 @@ outputs:
       imports:
         - morpheus
       commands:
-          - echo # make sure test requirements get installed
+          - echo # pytest will be added post re-factoring
+
+  ############################### morpheus-dfp #############################
+  - name: morpheus-dfp
+    type: conda_v2
+    build:
+      number: {{ GIT_DESCRIBE_NUMBER }}
+      string: cuda_{{ cuda_compiler_version }}_py{{ python }}_{{ GIT_DESCRIBE_HASH }}_{{ GIT_DESCRIBE_NUMBER }}
+      script_env:
+        - CMAKE_CUDA_ARCHITECTURES
+        - MORPHEUS_CACHE_DIR
+        - MORPHEUS_PYTHON_BUILD_STUBS
+        - PARALLEL_LEVEL
+      run_exports:
+        - {{ pin_subpackage("morpheus-dfp", max_pin="x.x") }}
+    script: morpheus_dfp_build.sh
+
+    requirements:
+      build:
+        - ccache
+        - cmake =3.27
+      host:
+        - {{ pin_subpackage('morpheus-core', exact=True) }}
+        - pip
+        - python {{ python }}
+        - scikit-build 0.17.6
+        - versioneer-518
+      run:
+        - {{ pin_subpackage('morpheus-core', exact=True) }}
+
+    #test: Tests will be added post test refactoring
+
+  ############################### morpheus-llm #############################
+  - name: morpheus-llm
+    type: conda_v2
+    build:
+      number: {{ GIT_DESCRIBE_NUMBER }}
+      string: cuda_{{ cuda_compiler_version }}_py{{ python }}_{{ GIT_DESCRIBE_HASH }}_{{ GIT_DESCRIBE_NUMBER }}
+      script_env:
+        - CMAKE_CUDA_ARCHITECTURES
+        - MORPHEUS_CACHE_DIR
+        - MORPHEUS_PYTHON_BUILD_STUBS
+        - PARALLEL_LEVEL
+      run_exports:
+        - {{ pin_subpackage("morpheus-llm", max_pin="x.x") }}
+    script: morpheus_llm_build.sh
+
+    requirements:
+      build:
+        - {{ compiler("c") }}
+        - {{ compiler("cxx") }}
+        - ccache
+        - cmake =3.27
+        - ninja =1.11
+        - pkg-config =0.29
+      host:
+        # morpheus-core has to be at the top. changing that order will result in different
+        # package versions getting installed creating unexpected version conflicts.
+        - {{ pin_subpackage('morpheus-core', exact=True) }}
+        - cython 3.0.*
+        - glog >=0.7.1,<0.8
+        - pip
+        - pybind11-stubgen 0.10.5
+        - python {{ python }}
+        - rapidjson 1.1.0
+        - scikit-build 0.17.6
+        - versioneer-518
+        - zlib 1.3.1 # required to build triton client
+      run:
+        - {{ pin_subpackage('morpheus-core', exact=True) }}
 
+    #test: Tests will be added post test refactoring
+ 
 about:
   home: https://github.com/nv-morpheus/Morpheus
   license: Apache-2.0
   license_family: Apache
   license_file: LICENSE
-  summary: Morpheus Cybersecurity Core Library
+  summary: Morpheus Cybersecurity Library
diff --git a/ci/conda/recipes/morpheus-libs/morpheus_core_build.sh b/ci/conda/recipes/morpheus-libs/morpheus_core_build.sh
new file mode 100644
index 0000000000..6f9caf3314
--- /dev/null
+++ b/ci/conda/recipes/morpheus-libs/morpheus_core_build.sh
@@ -0,0 +1,77 @@
+# SPDX-FileCopyrightText: Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# It is assumed that this script is executed from the root of the repo directory by conda-build
+# (https://conda-forge.org/docs/maintainer/knowledge_base.html#using-cmake)
+
+# This will store all of the cmake args. Make sure to prepend args to allow
+# incoming values to overwrite them
+
+source $RECIPE_DIR/cmake_common.sh
+
+CMAKE_ARGS=${CMAKE_ARGS:-""}
+
+export CCACHE_BASEDIR=$(realpath ${SRC_DIR}/..)
+export USE_SCCACHE=${USE_SCCACHE:-""}
+
+if [[ -n "${MORPHEUS_CACHE_DIR}" ]]; then
+   # Set the cache variable, then set the Staging prefix to allow for host searching
+   CMAKE_ARGS="-DMORPHEUS_CACHE_DIR=${MORPHEUS_CACHE_DIR} ${CMAKE_ARGS}"
+
+   # Double check that the cache dir has been created
+   mkdir -p ${MORPHEUS_CACHE_DIR}
+fi
+
+# Enable core. Core is enabled by default and this is to just highlight that it is on
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_CORE=ON ${CMAKE_ARGS}"
+
+# Disable dfp, llm and doca
+CMAKE_ARGS="-DMORPHEUS_SUPPORT_DOCA=OFF ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_DFP=OFF ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_LLM=OFF ${CMAKE_ARGS}"
+
+if [[ "${USE_SCCACHE}" == "1" ]]; then
+   CMAKE_ARGS="-DCCACHE_PROGRAM_PATH=$(which sccache) ${CMAKE_ARGS}"
+fi
+
+echo "CC          : ${CC}"
+echo "CXX         : ${CXX}"
+echo "CUDAHOSTCXX : ${CUDAHOSTCXX}"
+echo "CUDA        : ${CUDA}"
+echo "CMAKE_ARGS  : ${CMAKE_ARGS}"
+
+echo "========Begin Env========"
+env
+echo "========End Env========"
+
+BUILD_DIR="build-conda-core"
+
+# remove the old build directory
+if [[ -d "./${BUILD_DIR}" ]]; then
+   echo "Deleting old build dir at ./${BUILD_DIR}"
+   rm -rf "./${BUILD_DIR}/"
+fi
+
+# Run configure
+cmake -B ${BUILD_DIR} \
+   ${CMAKE_ARGS} \
+   --log-level=verbose \
+   .
+
+# Build the components
+cmake --build ${BUILD_DIR} -j${PARALLEL_LEVEL:-$(nproc)} --target install
+
+# Install just the morpheus core python wheel components
+${PYTHON} -m pip install -vv ${BUILD_DIR}/python/morpheus/dist/*.whl
diff --git a/ci/conda/recipes/morpheus-libs/morpheus_dfp_build.sh b/ci/conda/recipes/morpheus-libs/morpheus_dfp_build.sh
new file mode 100644
index 0000000000..cc837f80b9
--- /dev/null
+++ b/ci/conda/recipes/morpheus-libs/morpheus_dfp_build.sh
@@ -0,0 +1,60 @@
+# SPDX-FileCopyrightText: Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# It is assumed that this script is executed from the root of the repo directory by conda-build
+# (https://conda-forge.org/docs/maintainer/knowledge_base.html#using-cmake)
+
+# This will store all of the cmake args. Make sure to prepend args to allow
+# incoming values to overwrite them
+
+source $RECIPE_DIR/cmake_common.sh
+
+CMAKE_ARGS=${CMAKE_ARGS:-""}
+
+export CCACHE_BASEDIR=$(realpath ${SRC_DIR}/..)
+export USE_SCCACHE=${USE_SCCACHE:-""}
+
+# Enable DFP
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_DFP=ON ${CMAKE_ARGS}"
+
+# Disable core, llm and doca
+CMAKE_ARGS="-DMORPHEUS_SUPPORT_DOCA=OFF ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_CORE=OFF ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_LLM=OFF ${CMAKE_ARGS}"
+
+
+if [[ "${USE_SCCACHE}" == "1" ]]; then
+   CMAKE_ARGS="-DCCACHE_PROGRAM_PATH=$(which sccache) ${CMAKE_ARGS}"
+fi
+
+BUILD_DIR="build-conda-dfp"
+
+# remove the old build directory
+if [[ -d "./${BUILD_DIR}" ]]; then
+   echo "Deleting old build dir at ./${BUILD_DIR}"
+   rm -rf "./${BUILD_DIR}/"
+fi
+
+# Run configure
+cmake -B ${BUILD_DIR} \
+   ${CMAKE_ARGS} \
+   --log-level=verbose \
+   .
+
+# Build the components
+cmake --build ${BUILD_DIR} -j${PARALLEL_LEVEL:-$(nproc)} --target install
+
+# Install the mprpheus dfp python wheel components
+${PYTHON} -m pip install -vv ${BUILD_DIR}/python/morpheus_dfp/dist/*.whl
diff --git a/ci/conda/recipes/morpheus-libs/morpheus_llm_build.sh b/ci/conda/recipes/morpheus-libs/morpheus_llm_build.sh
new file mode 100644
index 0000000000..d29ea0e396
--- /dev/null
+++ b/ci/conda/recipes/morpheus-libs/morpheus_llm_build.sh
@@ -0,0 +1,60 @@
+# SPDX-FileCopyrightText: Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# It is assumed that this script is executed from the root of the repo directory by conda-build
+# (https://conda-forge.org/docs/maintainer/knowledge_base.html#using-cmake)
+
+# This will store all of the cmake args. Make sure to prepend args to allow
+# incoming values to overwrite them
+
+source $RECIPE_DIR/cmake_common.sh
+
+CMAKE_ARGS=${CMAKE_ARGS:-""}
+
+export CCACHE_BASEDIR=$(realpath ${SRC_DIR}/..)
+export USE_SCCACHE=${USE_SCCACHE:-""}
+
+# Enable llm
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_LLM=ON ${CMAKE_ARGS}"
+
+# Disable core, dfp and doca
+CMAKE_ARGS="-DMORPHEUS_SUPPORT_DOCA=OFF ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_CORE=OFF ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_DFP=OFF ${CMAKE_ARGS}"
+
+if [[ "${USE_SCCACHE}" == "1" ]]; then
+   CMAKE_ARGS="-DCCACHE_PROGRAM_PATH=$(which sccache) ${CMAKE_ARGS}"
+fi
+
+BUILD_DIR="build-conda-llm"
+
+# remove the old build directory
+if [[ -d "./${BUILD_DIR}" ]]; then
+   echo "Deleting old build dir at ./${BUILD_DIR}"
+   rm -rf "./${BUILD_DIR}/"
+fi
+
+
+# Run configure
+cmake -B ${BUILD_DIR} \
+   ${CMAKE_ARGS} \
+   --log-level=verbose \
+   .
+
+# Build the components
+cmake --build ${BUILD_DIR} -j${PARALLEL_LEVEL:-$(nproc)} --target install
+
+# Install just the morpheus llm python wheel components
+${PYTHON} -m pip install -vv ${BUILD_DIR}/python/morpheus_llm/dist/*.whl
diff --git a/ci/conda/recipes/morpheus/conda_build_config.yaml b/ci/conda/recipes/morpheus/conda_build_config.yaml
index 4b051dc074..9c88ef46cb 100644
--- a/ci/conda/recipes/morpheus/conda_build_config.yaml
+++ b/ci/conda/recipes/morpheus/conda_build_config.yaml
@@ -14,19 +14,19 @@
 # limitations under the License.
 
 c_compiler_version:
-  - 11.2
+  - 12.1
 
 cxx_compiler_version:
-  - 11.2
+  - 12.1
 
 cuda_compiler:
   - cuda-nvcc
 
 cuda_compiler_version:
-  - 12.1
+  - 12.5
 
 python:
   - 3.10
 
 rapids_version:
-  - 24.02
+  - 24.10
diff --git a/ci/conda/recipes/morpheus/meta.yaml b/ci/conda/recipes/morpheus/meta.yaml
index 00b15fe488..23327bcbc7 100644
--- a/ci/conda/recipes/morpheus/meta.yaml
+++ b/ci/conda/recipes/morpheus/meta.yaml
@@ -36,7 +36,6 @@ outputs:
         - MORPHEUS_CACHE_DIR
         - MORPHEUS_PYTHON_BUILD_STUBS
         - MORPHEUS_SUPPORT_DOCA
-        - MORPHEUS_BUILD_MORPHEUS_LLM
         - PARALLEL_LEVEL
       run_exports:
         - {{ pin_subpackage("morpheus", max_pin="x.x") }}
@@ -57,7 +56,7 @@ outputs:
         - libtool # Needed for DOCA build
         - ninja =1.11
         - pkg-config =0.29 # for mrc cmake
-        - sysroot_linux-64 =2.17
+        - sysroot_linux-64 =2.28
       host:
         # CUDA dependencies
         - cuda-cudart-dev {{ cuda_compiler_version }}.*
@@ -69,7 +68,7 @@ outputs:
         # Non-CUDA dependencies
         - cudf {{ rapids_version }}
         - cython 3.0.*
-        - glog 0.6.*
+        - glog >=0.7.1,<0.8
         - libcudf {{ rapids_version }}
         - librdkafka >=1.9.2,<1.10.0a0
         - mrc {{ minor_version }}
@@ -81,7 +80,7 @@ outputs:
         - rdma-core >=48 # Needed for DOCA.
         - scikit-build 0.17.6
         - versioneer-518
-        - zlib 1.2.13 # required to build triton client
+        - zlib 1.3.1 # required to build triton client
       run:
         # Runtime only requirements. This + setup.py is the definitive runtime requirement list
         # This should be synced with `runtime` in dependencies.yaml
@@ -96,7 +95,7 @@ outputs:
         - docker-py =5.0.*
         - elasticsearch ==8.9.0
         - feedparser =6.0.*
-        - grpcio =1.59.*
+        - grpcio =1.62.*
         - libwebp>=1.3.2 # Required for CVE mitigation: https://nvd.nist.gov/vuln/detail/CVE-2023-4863
         - mlflow>=2.10.0,<3
         - mrc
@@ -107,8 +106,6 @@ outputs:
         - python
         - python-confluent-kafka >=1.9.2,<1.10.0a0
         - python-graphviz
-        - pytorch-cuda
-        - pytorch * *cuda*
         - rapids-dask-dependency {{ rapids_version }} # provides dask and distributed
         - requests
         - requests-cache =1.1.*
diff --git a/ci/conda/recipes/morpheus/morpheus_build.sh b/ci/conda/recipes/morpheus/morpheus_build.sh
index 723559b4af..ad5771566c 100644
--- a/ci/conda/recipes/morpheus/morpheus_build.sh
+++ b/ci/conda/recipes/morpheus/morpheus_build.sh
@@ -18,7 +18,6 @@
 
 # Need to ensure this value is set before checking it in the if block
 MORPHEUS_SUPPORT_DOCA=${MORPHEUS_SUPPORT_DOCA:-OFF}
-MORPHEUS_BUILD_MORPHEUS_LLM=${MORPHEUS_BUILD_MORPHEUS_LLM:-OFF}
 
 # This will store all of the cmake args. Make sure to prepend args to allow
 # incoming values to overwrite them
@@ -45,9 +44,10 @@ if [[ ${MORPHEUS_SUPPORT_DOCA} == @(TRUE|ON) ]]; then
    echo "MORPHEUS_SUPPORT_DOCA is ON. Setting CMAKE_CUDA_ARCHITECTURES to supported values: '${CMAKE_CUDA_ARCHITECTURES}'"
 fi
 
-if [[ ${MORPHEUS_BUILD_MORPHEUS_LLM} == @(TRUE|ON) ]]; then
-   CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_LLM=ON ${CMAKE_ARGS}"
-fi
+# enable all functional blocks
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_CORE=ON ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_LLM=ON ${CMAKE_ARGS}"
+CMAKE_ARGS="-DMORPHEUS_BUILD_MORPHEUS_DFP=ON ${CMAKE_ARGS}"
 
 CMAKE_ARGS="-DCMAKE_MESSAGE_CONTEXT_SHOW=ON ${CMAKE_ARGS}"
 CMAKE_ARGS="-DCMAKE_INSTALL_PREFIX=$PREFIX ${CMAKE_ARGS}"
@@ -100,3 +100,4 @@ cmake --build ${BUILD_DIR} -j${PARALLEL_LEVEL:-$(nproc)} --target install
 # Install just the python wheel components
 ${PYTHON} -m pip install -vv ${BUILD_DIR}/python/morpheus/dist/*.whl
 ${PYTHON} -m pip install -vv ${BUILD_DIR}/python/morpheus_llm/dist/*.whl
+${PYTHON} -m pip install -vv ${BUILD_DIR}/python/morpheus_dfp/dist/*.whl
diff --git a/ci/conda/recipes/run_conda_build.sh b/ci/conda/recipes/run_conda_build.sh
index 3f96d70736..20eb9092ea 100755
--- a/ci/conda/recipes/run_conda_build.sh
+++ b/ci/conda/recipes/run_conda_build.sh
@@ -126,7 +126,7 @@ CONDA_ARGS_ARRAY+=("-c" "${CONDA_CHANNEL_ALIAS:+"${CONDA_CHANNEL_ALIAS%/}/"}defa
 if [[ ${NUMARGS} == 0 ]]; then
    echo -e "${r}ERROR: No arguments were provided. Please provide at least one package to build. Available packages:${x}"
    echo -e "${r}   morpheus${x}"
-   echo -e "${r}   morpheus-core${x}"
+   echo -e "${r}   morpheus-libs${x}"
    echo -e "${r}   pydebug${x}"
    echo -e "${r}Exiting...${x}"
    exit 12
@@ -134,7 +134,6 @@ fi
 
 if hasArg morpheus; then
    export MORPHEUS_SUPPORT_DOCA=${MORPHEUS_SUPPORT_DOCA:-OFF}
-   export MORPHEUS_BUILD_MORPHEUS_LLM=${MORPHEUS_BUILD_MORPHEUS_LLM:-ON}
    # Set GIT_VERSION to set the project version inside of meta.yaml
    export GIT_VERSION="$(get_version)"
 
@@ -144,15 +143,13 @@ if hasArg morpheus; then
    set +x
 fi
 
-if hasArg morpheus-core; then
-   export MORPHEUS_SUPPORT_DOCA=-OFF
-   export MORPHEUS_BUILD_MORPHEUS_LLM=-OFF
+if hasArg morpheus-libs; then
    # Set GIT_VERSION to set the project version inside of meta.yaml
    export GIT_VERSION="$(get_version)"
 
-   echo "Running conda-build for morpheus-core v${GIT_VERSION}..."
+   echo "Running conda-build for morpheus libraries v${GIT_VERSION}..."
    set -x
-   conda ${CONDA_COMMAND} "${CONDA_ARGS_ARRAY[@]}" ${CONDA_ARGS} ci/conda/recipes/morpheus-core
+   conda ${CONDA_COMMAND} "${CONDA_ARGS_ARRAY[@]}" ${CONDA_ARGS} ci/conda/recipes/morpheus-libs
    set +x
 fi
 
diff --git a/ci/runner/Dockerfile b/ci/runner/Dockerfile
index ed150d0657..e3d7347268 100644
--- a/ci/runner/Dockerfile
+++ b/ci/runner/Dockerfile
@@ -16,8 +16,8 @@
 # Args used in FROM commands must come first
 ARG FROM_IMAGE="rapidsai/ci-conda"
 ARG CUDA_PKG_VER=12-0
-ARG CUDA_SHORT_VER=12.1
-ARG CUDA_VER=12.1.1
+ARG CUDA_SHORT_VER=12.5
+ARG CUDA_VER=12.5.1
 ARG LINUX_DISTRO=ubuntu
 ARG LINUX_VER=22.04
 ARG PROJ_NAME=morpheus
@@ -60,7 +60,6 @@ RUN rapids-dependency-file-generator \
     rm -rf /tmp/conda
 
 ENV MORPHEUS_SUPPORT_DOCA=ON
-ENV MORPHEUS_BUILD_MORPHEUS_LLM=ON
 
 COPY ./.devcontainer/docker/optional_deps/doca.sh /tmp/doca/
 
diff --git a/ci/scripts/github/build.sh b/ci/scripts/github/build.sh
index 7babe4a40a..8f75893967 100755
--- a/ci/scripts/github/build.sh
+++ b/ci/scripts/github/build.sh
@@ -42,7 +42,7 @@ cmake --build ${BUILD_DIR} --parallel ${PARALLEL_LEVEL}
 log_sccache_stats
 
 rapids-logger "Archiving results"
-tar cfj "${WORKSPACE_TMP}/wheel.tar.bz" ${BUILD_DIR}/python/morpheus/dist ${BUILD_DIR}/python/morpheus_llm/dist
+tar cfj "${WORKSPACE_TMP}/wheel.tar.bz" ${BUILD_DIR}/python/morpheus/dist ${BUILD_DIR}/python/morpheus_llm/dist ${BUILD_DIR}/python/morpheus_dfp/dist
 
 MORPHEUS_LIBS=($(find ${MORPHEUS_ROOT}/${BUILD_DIR}/python/morpheus/morpheus/_lib -name "*.so" -exec realpath --relative-to ${MORPHEUS_ROOT} {} \;) \
                 $(find ${MORPHEUS_ROOT}/${BUILD_DIR}/python/morpheus_llm/morpheus_llm/_lib -name "*.so" -exec realpath --relative-to ${MORPHEUS_ROOT} {} \;) \
diff --git a/ci/scripts/github/checks.sh b/ci/scripts/github/checks.sh
index 6b6e579feb..a00afe718f 100755
--- a/ci/scripts/github/checks.sh
+++ b/ci/scripts/github/checks.sh
@@ -50,6 +50,7 @@ log_sccache_stats
 rapids-logger "Installing Morpheus"
 pip install ./python/morpheus
 pip install ./python/morpheus_llm
+pip install ./python/morpheus_dfp
 
 rapids-logger "Checking copyright headers"
 python ${MORPHEUS_ROOT}/ci/scripts/copyright.py --verify-apache-v2 --git-diff-commits ${CHANGE_TARGET} ${GIT_COMMIT}
diff --git a/ci/scripts/github/cmake_all.sh b/ci/scripts/github/cmake_all.sh
index 86b0d65dcd..0e378a505a 100644
--- a/ci/scripts/github/cmake_all.sh
+++ b/ci/scripts/github/cmake_all.sh
@@ -27,6 +27,7 @@ _FLAGS+=("-DMORPHEUS_BUILD_BENCHMARKS=ON")
 _FLAGS+=("-DMORPHEUS_BUILD_EXAMPLES=ON")
 _FLAGS+=("-DMORPHEUS_BUILD_TESTS=ON")
 _FLAGS+=("-DMORPHEUS_BUILD_MORPHEUS_LLM=ON")
+_FLAGS+=("-DMORPHEUS_BUILD_MORPHEUS_DFP=ON")
 if [[ "${LOCAL_CI}" == "" ]]; then
     _FLAGS+=("-DCCACHE_PROGRAM_PATH=$(which sccache)")
 fi
diff --git a/ci/scripts/github/cmake_core.sh b/ci/scripts/github/cmake_core.sh
deleted file mode 100644
index 20d250e45c..0000000000
--- a/ci/scripts/github/cmake_core.sh
+++ /dev/null
@@ -1,35 +0,0 @@
-#!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-_FLAGS=()
-_FLAGS+=("-B" "${BUILD_DIR}")
-_FLAGS+=("-G" "Ninja")
-_FLAGS+=("-DCMAKE_MESSAGE_CONTEXT_SHOW=ON")
-_FLAGS+=("-DMORPHEUS_CUDA_ARCHITECTURES=RAPIDS")
-_FLAGS+=("-DMORPHEUS_USE_CONDA=ON")
-_FLAGS+=("-DMORPHEUS_USE_CCACHE=ON")
-_FLAGS+=("-DMORPHEUS_PYTHON_INPLACE_BUILD=OFF")
-_FLAGS+=("-DMORPHEUS_PYTHON_BUILD_STUBS=ON")
-_FLAGS+=("-DMORPHEUS_BUILD_BENCHMARKS=OFF")
-_FLAGS+=("-DMORPHEUS_BUILD_EXAMPLES=OFF")
-_FLAGS+=("-DMORPHEUS_BUILD_TESTS=OFF")
-_FLAGS+=("-DMORPHEUS_BUILD_MORPHEUS_LLM=OFF")
-_FLAGS+=("-DMORPHEUS_SUPPORT_DOCA=OFF")
-if [[ "${LOCAL_CI}" == "" ]]; then
-    _FLAGS+=("-DCCACHE_PROGRAM_PATH=$(which sccache)")
-fi
-export CMAKE_BUILD_ALL_FEATURES="${_FLAGS[@]}"
-unset _FLAGS
diff --git a/ci/scripts/github/conda_core.sh b/ci/scripts/github/conda_libs.sh
similarity index 81%
rename from ci/scripts/github/conda_core.sh
rename to ci/scripts/github/conda_libs.sh
index b2006b6162..7969a30c83 100755
--- a/ci/scripts/github/conda_core.sh
+++ b/ci/scripts/github/conda_libs.sh
@@ -18,7 +18,6 @@ set -e
 
 CI_SCRIPT_ARGS="$@"
 source ${WORKSPACE}/ci/scripts/github/common.sh
-source ${WORKSPACE}/ci/scripts/github/cmake_core.sh
 
 cd ${MORPHEUS_ROOT}
 
@@ -42,21 +41,21 @@ fi
 # Print the info just to be sure base is active
 conda info
 
-rapids-logger "Building Conda Package morpheus-core"
+rapids-logger "Building Morpheus Libraries"
 
 # Run the conda build, and upload to conda forge if requested
 export MORPHEUS_PYTHON_BUILD_STUBS=OFF
 export CONDA_ARGS="--skip-existing"
-${MORPHEUS_ROOT}/ci/conda/recipes/run_conda_build.sh morpheus-core "${CI_SCRIPT_ARGS}"
+${MORPHEUS_ROOT}/ci/conda/recipes/run_conda_build.sh morpheus-libs "${CI_SCRIPT_ARGS}"
 
 # If we didn't receive the upload argument, upload the artifact to S3
 if [[ " ${CI_SCRIPT_ARGS} " =~ " upload " ]]; then
-   rapids-logger "Building Conda Package morpheus-core... Done"
+   rapids-logger "Building Morpheus Libraries... Done"
 else
    # if we didn't receive the upload argument, we can still upload the artifact to S3
-   tar cfj "${WORKSPACE_TMP}/conda_morpheus_core.tar.bz" "${RAPIDS_CONDA_BLD_OUTPUT_DIR}"
+   tar cfj "${WORKSPACE_TMP}/conda_libs.tar.bz" "${RAPIDS_CONDA_BLD_OUTPUT_DIR}"
    ls -lh ${WORKSPACE_TMP}/
 
    rapids-logger "Pushing results to ${DISPLAY_ARTIFACT_URL}/"
-   upload_artifact "${WORKSPACE_TMP}/conda_morpheus_core.tar.bz"
+   upload_artifact "${WORKSPACE_TMP}/conda_libs.tar.bz"
 fi
diff --git a/ci/scripts/github/docs.sh b/ci/scripts/github/docs.sh
index a0e2057fe8..441c8495b0 100755
--- a/ci/scripts/github/docs.sh
+++ b/ci/scripts/github/docs.sh
@@ -32,6 +32,7 @@ tar xf "${WORKSPACE_TMP}/wheel.tar.bz"
 
 pip install ${MORPHEUS_ROOT}/${BUILD_DIR}/python/morpheus/dist/*.whl
 pip install ${MORPHEUS_ROOT}/${BUILD_DIR}/python/morpheus_llm/dist/*.whl
+pip install ${MORPHEUS_ROOT}/${BUILD_DIR}/python/morpheus_dfp/dist/*.whl
 
 rapids-logger "Pulling LFS assets"
 cd ${MORPHEUS_ROOT}
diff --git a/ci/scripts/run_ci_local.sh b/ci/scripts/run_ci_local.sh
index 8f7df827da..4a2bbe3f23 100755
--- a/ci/scripts/run_ci_local.sh
+++ b/ci/scripts/run_ci_local.sh
@@ -21,13 +21,13 @@ case "$1" in
         STAGES=("bash")
         ;;
     "all" )
-        STAGES=("checks" "build" "docs" "test" "conda_core" "conda")
+        STAGES=("checks" "build" "docs" "test" "conda_libs" "conda")
         ;;
-    "checks" | "build" | "docs" | "test" | "conda_core" | "conda" | "bash" )
+    "checks" | "build" | "docs" | "test" | "conda_libs" | "conda" | "bash" )
         STAGES=("$1")
         ;;
     * )
-        echo "Error: Invalid argument \"$1\" provided. Expected values: \"all\", \"checks\", \"build\", \"docs\", \"test\", \"conda_core\", \"conda\", or \"bash\""
+        echo "Error: Invalid argument \"$1\" provided. Expected values: \"all\", \"checks\", \"build\", \"docs\", \"test\", \"conda_libs\", \"conda\", or \"bash\""
         exit 1
         ;;
 esac
@@ -58,7 +58,7 @@ GIT_BRANCH=$(git branch --show-current)
 GIT_COMMIT=$(git log -n 1 --pretty=format:%H)
 
 LOCAL_CI_TMP=${LOCAL_CI_TMP:-${MORPHEUS_ROOT}/.tmp/local_ci_tmp}
-CONTAINER_VER=${CONTAINER_VER:-240614}
+CONTAINER_VER=${CONTAINER_VER:-241004}
 CUDA_VER=${CUDA_VER:-12.1}
 DOCKER_EXTRA_ARGS=${DOCKER_EXTRA_ARGS:-""}
 
diff --git a/cmake/dependencies.cmake b/cmake/dependencies.cmake
index 2b59d30593..b4f428c64e 100644
--- a/cmake/dependencies.cmake
+++ b/cmake/dependencies.cmake
@@ -41,13 +41,11 @@ rapids_find_package(ZLIB
 
 if(MORPHEUS_BUILD_BENCHMARKS)
   # google benchmark
-  # - Expects package to pre-exist in the build environment
   # ================
-  rapids_find_package(benchmark REQUIRED
-    GLOBAL_TARGETS benchmark::benchmark
+  include(${rapids-cmake-dir}/cpm/gbench.cmake)
+  rapids_cpm_gbench(
     BUILD_EXPORT_SET ${PROJECT_NAME}-core-exports
     INSTALL_EXPORT_SET ${PROJECT_NAME}-core-exports
-    FIND_ARGS CONFIG
   )
 endif()
 
@@ -65,46 +63,21 @@ morpheus_utils_configure_glog()
 
 if(MORPHEUS_BUILD_TESTS)
   # google test
-  # - Expects package to pre-exist in the build environment
   # ===========
-  rapids_find_package(GTest REQUIRED
-    GLOBAL_TARGETS GTest::gtest GTest::gmock GTest::gtest_main GTest::gmock_main
+  include(${rapids-cmake-dir}/cpm/gtest.cmake)
+  rapids_cpm_gtest(
     BUILD_EXPORT_SET ${PROJECT_NAME}-core-exports
     INSTALL_EXPORT_SET ${PROJECT_NAME}-core-exports
-    FIND_ARGS CONFIG
   )
 endif()
 
-# cccl -- get an explicit cccl build, matx tries to pull a tag that doesn't exist.
-# =========
-morpheus_utils_configure_cccl()
-
-# matx
-# ====
-morpheus_utils_configure_matx()
-
-# pybind11
-# =========
-morpheus_utils_configure_pybind11()
-
-# RD-Kafka
-# =====
-morpheus_utils_configure_rdkafka()
-
-# RxCpp
-# =====
-morpheus_utils_configure_rxcpp()
-
-# MRC (Should come after all third party but before NVIDIA repos)
-# =====
-morpheus_utils_configure_mrc()
-
-# CuDF
-# =====
-morpheus_utils_configure_cudf()
+# Include dependencies based on components being built
+if(MORPHEUS_BUILD_MORPHEUS_CORE)
+  include(dependencies_core)
+endif()
 
-# Triton-client
-# =====
-morpheus_utils_configure_tritonclient()
+if(MORPHEUS_BUILD_MORPHEUS_LLM)
+  include(dependencies_llm)
+endif()
 
 list(POP_BACK CMAKE_MESSAGE_CONTEXT)
diff --git a/cmake/dependencies_core.cmake b/cmake/dependencies_core.cmake
new file mode 100644
index 0000000000..b8c5457a69
--- /dev/null
+++ b/cmake/dependencies_core.cmake
@@ -0,0 +1,50 @@
+# SPDX-FileCopyrightText: Copyright (c) 2021-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+list(APPEND CMAKE_MESSAGE_CONTEXT "dep_core")
+
+# cccl -- get an explicit cccl build, matx tries to pull a tag that doesn't exist.
+# =========
+morpheus_utils_configure_cccl()
+
+# matx
+# ====
+morpheus_utils_configure_matx()
+
+# pybind11
+# =========
+morpheus_utils_configure_pybind11()
+
+# RD-Kafka
+# =====
+morpheus_utils_configure_rdkafka()
+
+# RxCpp
+# =====
+morpheus_utils_configure_rxcpp()
+
+# MRC (Should come after all third party but before NVIDIA repos)
+# =====
+morpheus_utils_configure_mrc()
+
+# CuDF
+# =====
+morpheus_utils_configure_cudf()
+
+# Triton-client
+# =====
+morpheus_utils_configure_tritonclient()
+
+list(POP_BACK CMAKE_MESSAGE_CONTEXT)
diff --git a/cmake/dependencies_llm.cmake b/cmake/dependencies_llm.cmake
new file mode 100644
index 0000000000..fc1f062ec9
--- /dev/null
+++ b/cmake/dependencies_llm.cmake
@@ -0,0 +1,37 @@
+# SPDX-FileCopyrightText: Copyright (c) 2021-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+list(APPEND CMAKE_MESSAGE_CONTEXT "dep_llm")
+
+# pybind11
+# =========
+morpheus_utils_configure_pybind11()
+
+# RD-Kafka
+# =====
+morpheus_utils_configure_rdkafka()
+
+# MRC (Should come after all third party but before NVIDIA repos)
+# =====
+morpheus_utils_configure_mrc()
+
+# CuDF
+morpheus_utils_configure_cudf()
+
+# Triton-client
+# =====
+morpheus_utils_configure_tritonclient()
+
+list(POP_BACK CMAKE_MESSAGE_CONTEXT)
diff --git a/conda/environments/all_cuda-121_arch-x86_64.yaml b/conda/environments/all_cuda-125_arch-x86_64.yaml
similarity index 76%
rename from conda/environments/all_cuda-121_arch-x86_64.yaml
rename to conda/environments/all_cuda-125_arch-x86_64.yaml
index 201b487b98..0281cf6b68 100644
--- a/conda/environments/all_cuda-121_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-125_arch-x86_64.yaml
@@ -22,18 +22,18 @@ dependencies:
 - clangdev=16
 - click>=8
 - cmake=3.27
-- cuda-cudart-dev=12.1
-- cuda-cudart=12.1
-- cuda-nvcc=12.1
-- cuda-nvml-dev=12.1
-- cuda-nvrtc-dev=12.1
-- cuda-nvrtc=12.1
-- cuda-nvtx-dev=12.1
-- cuda-nvtx=12.1
-- cuda-tools=12.1
-- cuda-version=12.1
-- cudf=24.02
-- cuml=24.02.*
+- cuda-cudart-dev=12.5
+- cuda-cudart=12.5
+- cuda-nvcc=12.5
+- cuda-nvml-dev=12.5
+- cuda-nvrtc-dev=12.5
+- cuda-nvrtc=12.5
+- cuda-nvtx-dev=12.5
+- cuda-nvtx=12.5
+- cuda-sanitizer-api
+- cuda-version=12.5
+- cudf=24.10
+- cuml=24.10.*
 - cupy
 - cxx-compiler
 - cython=3.0
@@ -45,23 +45,28 @@ dependencies:
 - exhale=0.3.6
 - feedparser=6.0
 - flake8
-- gcc_linux-64=11.2
 - git-lfs
-- glog=0.6
-- grpcio-status=1.59
-- grpcio=1.59
-- gxx_linux-64=11.2
+- glog>=0.7.1,<0.8
+- grpcio
+- grpcio-status
+- gtest=1.14
+- gxx=12.1
 - huggingface_hub=0.20.2
 - include-what-you-use=0.20
 - ipython
 - isort
 - jsonpatch>=1.33
 - kfp
-- libcudf=24.02
+- libcublas-dev
+- libcudf=24.10
+- libcufft-dev
+- libcurand-dev
+- libcusolver-dev
 - librdkafka>=1.9.2,<1.10.0a0
 - libtool
 - libwebp=1.3.2
-- mlflow>=2.10.0,<3
+- libzlib >=1.3.1,<2
+- mlflow
 - mrc=24.10
 - myst-parser=0.18.1
 - nbsphinx
@@ -81,6 +86,7 @@ dependencies:
 - pre-commit
 - pybind11-stubgen=0.10.5
 - pydantic
+- pylibcudf=24.10
 - pylint=3.0.3
 - pypdf=3.17.4
 - pypdfium2=4.30
@@ -92,22 +98,20 @@ dependencies:
 - python-docx==1.1.0
 - python-graphviz
 - python=3.10
-- pytorch-cuda
-- pytorch=*=*cuda*
 - rapidjson=1.1.0
-- rapids-dask-dependency=24.02
+- rapids-dask-dependency=24.10
 - rdma-core>=48
 - requests
 - requests-cache=1.1
 - requests-toolbelt=1.0
-- s3fs=2023.12.2
+- s3fs
 - scikit-build=0.17.6
 - scikit-learn=1.3.2
 - sentence-transformers=2.7
 - sphinx
 - sphinx_rtd_theme
 - sqlalchemy<2.0
-- sysroot_linux-64=2.17
+- sysroot_linux-64>=2.28
 - tqdm=4
 - transformers=4.36.2
 - tritonclient=2.34
@@ -120,15 +124,15 @@ dependencies:
 - watchdog=3.0
 - websockets
 - yapf=0.40.1
-- zlib=1.2.13
 - pip:
+  - --extra-index-url https://download.pytorch.org/whl/cu124
   - --find-links https://data.dgl.ai/wheels-test/repo.html
   - --find-links https://data.dgl.ai/wheels/cu121/repo.html
   - databricks-cli < 0.100
   - databricks-connect
   - dgl==2.0.0
   - dglgo
-  - faiss-gpu==1.7.*
+  - faiss-cpu
   - google-search-results==2.4
   - langchain-nvidia-ai-endpoints==0.0.11
   - langchain==0.1.16
@@ -136,4 +140,5 @@ dependencies:
   - nemollm==0.3.5
   - pymilvus==2.3.6
   - pytest-kafka==0.6.0
-name: all_cuda-121_arch-x86_64
+  - torch==2.4.0+cu124
+name: all_cuda-125_arch-x86_64
diff --git a/conda/environments/dev_cuda-121_arch-x86_64.yaml b/conda/environments/dev_cuda-125_arch-x86_64.yaml
similarity index 74%
rename from conda/environments/dev_cuda-121_arch-x86_64.yaml
rename to conda/environments/dev_cuda-125_arch-x86_64.yaml
index 2b00aaeab2..af599fb7de 100644
--- a/conda/environments/dev_cuda-121_arch-x86_64.yaml
+++ b/conda/environments/dev_cuda-125_arch-x86_64.yaml
@@ -19,14 +19,14 @@ dependencies:
 - clangdev=16
 - click>=8
 - cmake=3.27
-- cuda-cudart-dev=12.1
-- cuda-nvcc=12.1
-- cuda-nvml-dev=12.1
-- cuda-nvrtc-dev=12.1
-- cuda-nvtx-dev=12.1
-- cuda-tools=12.1
-- cuda-version=12.1
-- cudf=24.02
+- cuda-cudart-dev=12.5
+- cuda-nvcc=12.5
+- cuda-nvml-dev=12.5
+- cuda-nvrtc-dev=12.5
+- cuda-nvtx-dev=12.5
+- cuda-sanitizer-api
+- cuda-version=12.5
+- cudf=24.10
 - cupy
 - cxx-compiler
 - cython=3.0
@@ -38,20 +38,25 @@ dependencies:
 - exhale=0.3.6
 - feedparser=6.0
 - flake8
-- gcc_linux-64=11.2
 - git-lfs
-- glog=0.6
-- grpcio-status=1.59
-- grpcio=1.59
-- gxx_linux-64=11.2
+- glog>=0.7.1,<0.8
+- grpcio
+- grpcio-status
+- gtest=1.14
+- gxx=12.1
 - include-what-you-use=0.20
 - ipython
 - isort
-- libcudf=24.02
+- libcublas-dev
+- libcudf=24.10
+- libcufft-dev
+- libcurand-dev
+- libcusolver-dev
 - librdkafka>=1.9.2,<1.10.0a0
 - libtool
 - libwebp=1.3.2
-- mlflow>=2.10.0,<3
+- libzlib >=1.3.1,<2
+- mlflow
 - mrc=24.10
 - myst-parser=0.18.1
 - nbsphinx
@@ -66,6 +71,7 @@ dependencies:
 - pre-commit
 - pybind11-stubgen=0.10.5
 - pydantic
+- pylibcudf=24.10
 - pylint=3.0.3
 - pypdfium2=4.30
 - pytest-asyncio
@@ -76,10 +82,8 @@ dependencies:
 - python-docx==1.1.0
 - python-graphviz
 - python=3.10
-- pytorch-cuda
-- pytorch=*=*cuda*
 - rapidjson=1.1.0
-- rapids-dask-dependency=24.02
+- rapids-dask-dependency=24.10
 - rdma-core>=48
 - requests
 - requests-cache=1.1
@@ -88,7 +92,7 @@ dependencies:
 - sphinx
 - sphinx_rtd_theme
 - sqlalchemy<2.0
-- sysroot_linux-64=2.17
+- sysroot_linux-64>=2.28
 - tqdm=4
 - tritonclient=2.34
 - typing_utils=0.1
@@ -100,11 +104,12 @@ dependencies:
 - watchdog=3.0
 - websockets
 - yapf=0.40.1
-- zlib=1.2.13
 - pip:
+  - --extra-index-url https://download.pytorch.org/whl/cu124
   - databricks-cli < 0.100
   - databricks-connect
   - milvus==2.3.5
   - pymilvus==2.3.6
   - pytest-kafka==0.6.0
-name: dev_cuda-121_arch-x86_64
+  - torch==2.4.0+cu124
+name: dev_cuda-125_arch-x86_64
diff --git a/conda/environments/examples_cuda-121_arch-x86_64.yaml b/conda/environments/examples_cuda-125_arch-x86_64.yaml
similarity index 85%
rename from conda/environments/examples_cuda-121_arch-x86_64.yaml
rename to conda/environments/examples_cuda-125_arch-x86_64.yaml
index 66b30db78e..ffcae28e4a 100644
--- a/conda/environments/examples_cuda-121_arch-x86_64.yaml
+++ b/conda/environments/examples_cuda-125_arch-x86_64.yaml
@@ -15,21 +15,21 @@ dependencies:
 - beautifulsoup4=4.12
 - boto3
 - click>=8
-- cudf=24.02
-- cuml=24.02.*
+- cudf=24.10
+- cuml=24.10.*
 - cupy
 - datacompy=0.10
 - dill=0.3.7
 - docker-py=5.0
 - elasticsearch==8.9.0
 - feedparser=6.0
-- grpcio-status=1.59
-- grpcio=1.59
+- grpcio
+- grpcio-status
 - huggingface_hub=0.20.2
 - jsonpatch>=1.33
 - kfp
 - libwebp=1.3.2
-- mlflow>=2.10.0,<3
+- mlflow
 - mrc=24.10
 - networkx=2.8.8
 - newspaper3k=0.2
@@ -48,13 +48,11 @@ dependencies:
 - python-docx==1.1.0
 - python-graphviz
 - python=3.10
-- pytorch-cuda
-- pytorch=*=*cuda*
-- rapids-dask-dependency=24.02
+- rapids-dask-dependency=24.10
 - requests
 - requests-cache=1.1
 - requests-toolbelt=1.0
-- s3fs=2023.12.2
+- s3fs
 - scikit-learn=1.3.2
 - sentence-transformers=2.7
 - sqlalchemy<2.0
@@ -65,17 +63,19 @@ dependencies:
 - watchdog=3.0
 - websockets
 - pip:
+  - --extra-index-url https://download.pytorch.org/whl/cu124
   - --find-links https://data.dgl.ai/wheels-test/repo.html
   - --find-links https://data.dgl.ai/wheels/cu121/repo.html
   - databricks-cli < 0.100
   - databricks-connect
   - dgl==2.0.0
   - dglgo
-  - faiss-gpu==1.7.*
+  - faiss-cpu
   - google-search-results==2.4
   - langchain-nvidia-ai-endpoints==0.0.11
   - langchain==0.1.16
   - milvus==2.3.5
   - nemollm==0.3.5
   - pymilvus==2.3.6
-name: examples_cuda-121_arch-x86_64
+  - torch==2.4.0+cu124
+name: examples_cuda-125_arch-x86_64
diff --git a/conda/environments/model-utils_cuda-121_arch-x86_64.yaml b/conda/environments/model-utils_cuda-125_arch-x86_64.yaml
similarity index 88%
rename from conda/environments/model-utils_cuda-121_arch-x86_64.yaml
rename to conda/environments/model-utils_cuda-125_arch-x86_64.yaml
index 761f19aaa0..2957c36473 100644
--- a/conda/environments/model-utils_cuda-121_arch-x86_64.yaml
+++ b/conda/environments/model-utils_cuda-125_arch-x86_64.yaml
@@ -9,7 +9,7 @@ channels:
 - nvidia/label/dev
 - pytorch
 dependencies:
-- cuml=24.02.*
+- cuml=24.10.*
 - jupyterlab
 - matplotlib
 - onnx
@@ -20,4 +20,4 @@ dependencies:
 - seqeval=1.2.2
 - transformers=4.36.2
 - xgboost
-name: model-utils_cuda-121_arch-x86_64
+name: model-utils_cuda-125_arch-x86_64
diff --git a/conda/environments/runtime_cuda-121_arch-x86_64.yaml b/conda/environments/runtime_cuda-125_arch-x86_64.yaml
similarity index 75%
rename from conda/environments/runtime_cuda-121_arch-x86_64.yaml
rename to conda/environments/runtime_cuda-125_arch-x86_64.yaml
index ea6a442b3a..2551739061 100644
--- a/conda/environments/runtime_cuda-121_arch-x86_64.yaml
+++ b/conda/environments/runtime_cuda-125_arch-x86_64.yaml
@@ -12,21 +12,21 @@ dependencies:
 - appdirs
 - beautifulsoup4=4.12
 - click>=8
-- cuda-cudart=12.1
-- cuda-nvrtc=12.1
-- cuda-nvtx=12.1
-- cuda-version=12.1
-- cudf=24.02
+- cuda-cudart=12.5
+- cuda-nvrtc=12.5
+- cuda-nvtx=12.5
+- cuda-version=12.5
+- cudf=24.10
 - cupy
 - datacompy=0.10
 - dill=0.3.7
 - docker-py=5.0
 - elasticsearch==8.9.0
 - feedparser=6.0
-- grpcio-status=1.59
-- grpcio=1.59
+- grpcio
+- grpcio-status
 - libwebp=1.3.2
-- mlflow>=2.10.0,<3
+- mlflow
 - mrc=24.10
 - networkx=2.8.8
 - numpydoc=1.5
@@ -36,9 +36,7 @@ dependencies:
 - python-confluent-kafka>=1.9.2,<1.10.0a0
 - python-graphviz
 - python=3.10
-- pytorch-cuda
-- pytorch=*=*cuda*
-- rapids-dask-dependency=24.02
+- rapids-dask-dependency=24.10
 - requests
 - requests-cache=1.1
 - scikit-learn=1.3.2
@@ -49,8 +47,10 @@ dependencies:
 - watchdog=3.0
 - websockets
 - pip:
+  - --extra-index-url https://download.pytorch.org/whl/cu124
   - databricks-cli < 0.100
   - databricks-connect
   - milvus==2.3.5
   - pymilvus==2.3.6
-name: runtime_cuda-121_arch-x86_64
+  - torch==2.4.0+cu124
+name: runtime_cuda-125_arch-x86_64
diff --git a/dependencies.yaml b/dependencies.yaml
index e8f5525696..5c2eb2a5b2 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -14,12 +14,13 @@
 # limitations under the License.
 
 # Dependency list for https://github.com/rapidsai/dependency-file-generator
+
 files:
   # Includes all dependencies together in a single file
   all:
     output: conda
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - benchmark_cpp
@@ -45,7 +46,7 @@ files:
   dev:
     output: conda
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - benchmark_cpp
@@ -67,7 +68,7 @@ files:
   build:
     output: none
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - benchmark_cpp
@@ -87,7 +88,7 @@ files:
   test:
     output: none
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - benchmark_cpp
@@ -108,7 +109,7 @@ files:
   docs:
     output: none
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - benchmark_cpp
@@ -131,7 +132,7 @@ files:
   runtime:
     output: conda
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - cudatoolkit
@@ -145,7 +146,7 @@ files:
   examples:
     output: conda
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - cve-mitigation
@@ -161,7 +162,7 @@ files:
   model-utils:
     output: conda
     matrix:
-      cuda: ["12.1"]
+      cuda: ["12.5"]
       arch: [x86_64]
     includes:
       - model-training-tuning
@@ -196,26 +197,30 @@ dependencies:
       - output_types: [conda]
         matrices:
           - matrix:
-              cuda: "12.1"
+              cuda: "12.5"
             packages:
-              - cuda-cudart=12.1
-              - cuda-nvrtc=12.1
-              - cuda-nvtx=12.1
-              - cuda-version=12.1
+              - cuda-cudart=12.5
+              - cuda-nvrtc=12.5
+              - cuda-nvtx=12.5
+              - cuda-version=12.5
 
   cudatoolkit-dev:
     specific:
       - output_types: [conda]
         matrices:
           - matrix:
-              cuda: "12.1"
+              cuda: "12.5"
             packages:
-              - cuda-cudart-dev=12.1
-              - cuda-nvml-dev=12.1
-              - cuda-nvrtc-dev=12.1
-              - cuda-nvtx-dev=12.1
-              - cuda-tools=12.1
-              - cuda-version=12.1
+              - cuda-cudart-dev=12.5
+              - cuda-nvml-dev=12.5
+              - cuda-nvrtc-dev=12.5
+              - cuda-nvtx-dev=12.5
+              - cuda-sanitizer-api
+              - cuda-version=12.5
+              - libcublas-dev # required by matx
+              - libcufft-dev # required by matx
+              - libcusolver-dev # required by matx
+              - libcurand-dev # required by matx
 
 
 
@@ -226,22 +231,21 @@ dependencies:
       - output_types: [conda]
         packages:
           # Compilers
-          - cuda-nvcc=12.1
+          - cuda-nvcc=12.5
           - cxx-compiler
-          - gcc_linux-64=11.2
-          - gxx_linux-64=11.2
+          - gxx=12.1
 
           # Non-Compiler Dependencies
           - automake=1.16.5 # Needed for DOCA build
           - c-ares=1.32 # 1.33 causes an undefined symbol error
           - ccache
           - cmake=3.27
-          - cuda-cudart-dev=12.1
-          - cuda-version=12.1
+          - cuda-cudart-dev=12.5
+          - cuda-version=12.5
           - libtool # Needed for DOCA build
           - ninja=1.11
           - pkg-config=0.29 # for mrc cmake
-          - sysroot_linux-64=2.17
+          - sysroot_linux-64>=2.28
 
   # Build dependencies for Morpheus on the host arch. Mirrors the `host` section in
   # ci/conda/recipes/morpheus/meta.yaml
@@ -250,19 +254,21 @@ dependencies:
       - output_types: [conda]
         packages:
           # Include: cudatoolkit-dev
-          - cudf=24.02
+          - cudf=24.10
           - cython=3.0
-          - glog=0.6
-          - libcudf=24.02
+          - glog>=0.7.1,<0.8
+          - gtest=1.14
+          - libcudf=24.10
           - librdkafka>=1.9.2,<1.10.0a0
+          - libzlib >=1.3.1,<2
           - mrc=24.10
           - nlohmann_json=3.11
           - pybind11-stubgen=0.10.5
+          - pylibcudf=24.10
           - rapidjson=1.1.0
           - rdma-core>=48 # Needed for DOCA.
           - scikit-build=0.17.6
           - versioneer-518
-          - zlib=1.2.13
 
   checks:
     common:
@@ -323,29 +329,26 @@ dependencies:
           - appdirs
           - beautifulsoup4=4.12
           - click>=8
-          # - cuda-version=12.1 ##
-          - cudf=24.02
+          # - cuda-version=12.5 ##
+          - cudf=24.10
           - cupy # Version determined from cudf
           - datacompy=0.10
           - dill=0.3.7
           - docker-py=5.0
           - elasticsearch==8.9.0
           - feedparser=6.0
-          - grpcio=1.59
-          - grpcio-status=1.59
+          - grpcio
+          - grpcio-status
           # - libwebp=1.3.2 # Required for CVE mitigation: https://nvd.nist.gov/vuln/detail/CVE-2023-4863 ##
-          - mlflow>=2.10.0,<3
+          - mlflow #>=2.10.0,<3
           - mrc=24.10
           - networkx=2.8.8
           - numpydoc=1.5
           - pydantic
-          # - python ##
           - python-confluent-kafka>=1.9.2,<1.10.0a0
           - python-graphviz
-          - pytorch-cuda
-          - pytorch=*=*cuda*
           - pluggy=1.3
-          - rapids-dask-dependency=24.02 # provides dask and distributed
+          - rapids-dask-dependency=24.10 # provides dask and distributed
           - requests
           - requests-cache=1.1
           - scikit-learn=1.3.2
@@ -357,10 +360,12 @@ dependencies:
           - websockets
           - pip
           - pip:
+            - --extra-index-url https://download.pytorch.org/whl/cu124
             - databricks-cli < 0.100
             - databricks-connect
             - milvus==2.3.5 # update to match pymilvus when available
             - pymilvus==2.3.6
+            - torch==2.4.0+cu124
 
   test_python_morpheus:
     common:
@@ -385,13 +390,13 @@ dependencies:
           - boto3
           - kfp
           - papermill=2.4.0
-          - s3fs=2023.12.2
+          - s3fs
 
   example-gnn:
     common:
       - output_types: [conda]
         packages:
-          - &cuml cuml=24.02.*
+          - &cuml cuml=24.10.*
           - pip
           - pip:
             - --find-links https://data.dgl.ai/wheels/cu121/repo.html
@@ -421,7 +426,7 @@ dependencies:
           - pip:
             - langchain==0.1.16
             - langchain-nvidia-ai-endpoints==0.0.11
-            - faiss-gpu==1.7.*
+            - faiss-cpu
             - google-search-results==2.4
             - nemollm==0.3.5
 
diff --git a/docker/Dockerfile b/docker/Dockerfile
index e9a51ecccf..be44ca1869 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -341,12 +341,13 @@ FROM conda_env_dev as git_clone
 ARG MORPHEUS_ROOT_HOST
 
 # Source the morpheus env to pick up the git-lfs package
-RUN --mount=type=bind,source=${MORPHEUS_ROOT_HOST},target=/opt/host_repo \
+RUN --mount=type=bind,source=.,target=/opt/host_repo \
     source activate morpheus &&\
-    git clone file:///opt/host_repo /tmp/morpheus_repo &&\
+    # Use a local clone to allow unpushed commits to be included
+    git clone file:///opt/host_repo/${MORPHEUS_ROOT_HOST} /tmp/morpheus_repo &&\
     cd /tmp/morpheus_repo &&\
     git lfs install &&\
-    /tmp/morpheus_repo/scripts/fetch_data.py fetch datasets examples
+    ./scripts/fetch_data.py fetch datasets examples
 
 # ============ Stage: runtime ============
 # Setup container for runtime environment
@@ -357,7 +358,7 @@ ARG MORPHEUS_ROOT_HOST
 # Only copy specific files/folders over that are necessary for runtime
 COPY --from=git_clone "/tmp/morpheus_repo/conda/environments/*.yaml" "./conda/environments/"
 COPY --from=git_clone "/tmp/morpheus_repo/docker" "./docker"
-COPY --from=build_docs "/workspace/build/docs/html" "./docs"
+COPY --from=build_docs "/workspace/${MORPHEUS_ROOT_HOST}/build/docs/html" "./docs"
 COPY --from=git_clone "/tmp/morpheus_repo/examples" "./examples"
 COPY --from=git_clone "/tmp/morpheus_repo/models/datasets" "./models/datasets"
 COPY --from=git_clone "/tmp/morpheus_repo/scripts" "./scripts"
diff --git a/docker/build_container.sh b/docker/build_container.sh
index ca7f7cad78..85877583f7 100755
--- a/docker/build_container.sh
+++ b/docker/build_container.sh
@@ -36,6 +36,7 @@ LINUX_DISTRO=${LINUX_DISTRO:-ubuntu}
 LINUX_VER=${LINUX_VER:-22.04}
 MORPHEUS_SUPPORT_DOCA=${MORPHEUS_SUPPORT_DOCA:-"OFF"}
 MORPHEUS_BUILD_MORPHEUS_LLM=${MORPHEUS_BUILD_MORPHEUS_LLM:-"ON"}
+MORPHEUS_BUILD_MORPHEUS_DFP=${MORPHEUS_BUILD_MORPHEUS_DFP:-"ON"}
 PYTHON_VER=${PYTHON_VER:-3.10}
 
 # Determine the relative path from $PWD to $MORPHEUS_ROOT
@@ -53,6 +54,7 @@ DOCKER_ARGS="${DOCKER_ARGS} --build-arg LINUX_VER=${LINUX_VER}"
 DOCKER_ARGS="${DOCKER_ARGS} --build-arg MORPHEUS_ROOT_HOST=${MORPHEUS_ROOT_HOST}"
 DOCKER_ARGS="${DOCKER_ARGS} --build-arg MORPHEUS_SUPPORT_DOCA=${MORPHEUS_SUPPORT_DOCA}"
 DOCKER_ARGS="${DOCKER_ARGS} --build-arg MORPHEUS_BUILD_MORPHEUS_LLM=${MORPHEUS_BUILD_MORPHEUS_LLM}"
+DOCKER_ARGS="${DOCKER_ARGS} --build-arg MORPHEUS_BUILD_MORPHEUS_DFP=${MORPHEUS_BUILD_MORPHEUS_DFP}"
 DOCKER_ARGS="${DOCKER_ARGS} --build-arg PYTHON_VER=${PYTHON_VER}"
 DOCKER_ARGS="${DOCKER_ARGS} --network=host"
 
diff --git a/docker/run_container_release.sh b/docker/run_container_release.sh
index 42575d394e..dce2132b1a 100755
--- a/docker/run_container_release.sh
+++ b/docker/run_container_release.sh
@@ -29,6 +29,7 @@ pushd ${SCRIPT_DIR} &> /dev/null
 
 MORPHEUS_SUPPORT_DOCA=${MORPHEUS_SUPPORT_DOCA:-OFF}
 MORPHEUS_BUILD_MORPHEUS_LLM=${MORPHEUS_BUILD_MORPHEUS_LLM:-ON}
+MORPHEUS_BUILD_MORPHEUS_DFP=${MORPHEUS_BUILD_MORPHEUS_DFP:-ON}
 
 DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME:-"nvcr.io/nvidia/morpheus/morpheus"}
 DOCKER_IMAGE_TAG=${DOCKER_IMAGE_TAG:-"$(git describe --tags --abbrev=0)-runtime"}
diff --git a/docs/README.md b/docs/README.md
index 469303430e..4fe4c43e58 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -22,7 +22,7 @@ Additional packages required for building the documentation are defined in `./co
 ## Install Additional Dependencies
 From the root of the Morpheus repo:
 ```bash
-conda env update --solver=libmamba -n morpheus --file conda/environments/dev_cuda-121_arch-x86_64.yaml --prune
+conda env update --solver=libmamba -n morpheus --file conda/environments/dev_cuda-125_arch-x86_64.yaml --prune
 ```
 
 ## Build Morpheus and Documentation
diff --git a/docs/source/developer_guide/contributing.md b/docs/source/developer_guide/contributing.md
index 38439e9d43..b31edbfc64 100644
--- a/docs/source/developer_guide/contributing.md
+++ b/docs/source/developer_guide/contributing.md
@@ -160,15 +160,7 @@ Note: These instructions assume the user is using `mamba` instead of `conda` sin
 - Volta architecture GPU or better
 - [CUDA 12.1](https://developer.nvidia.com/cuda-12-1-0-download-archive)
 - `conda` and `mamba`
-  - Refer to the [Getting Started Guide](https://conda.io/projects/conda/en/latest/user-guide/install/index.html) if `conda` is not already installed
-  - Install `mamba`:
-
-      ```bash
-      conda activate base
-      conda install -c conda-forge mamba
-      ```
-
-  - **Note:** `mamba` should only be installed once in the base environment
+  - If `conda` and `mamba` are not installed, we recommend using the MiniForge install guide which is located [here](https://github.com/conda-forge/miniforge). This will install both `conda` and `mamba` and set the channel default to use `conda-forge`.
 
 1. Set up environment variables and clone the repo:
    ```bash
@@ -177,7 +169,7 @@ Note: These instructions assume the user is using `mamba` instead of `conda` sin
    cd $MORPHEUS_ROOT
    ```
 
-1. Ensure all submodules are checked out:
+2. Ensure all submodules are checked out:
 
 ```bash
 git submodule update --init --recursive
@@ -185,7 +177,7 @@ git submodule update --init --recursive
 
 1. Create the Morpheus Conda environment
    ```bash
-   conda env create --solver=libmamba -n morpheus --file conda/environments/dev_cuda-121_arch-x86_64.yaml
+   conda env create --solver=libmamba -n morpheus --file conda/environments/dev_cuda-125_arch-x86_64.yaml
    conda activate morpheus
    ```
 
@@ -199,6 +191,7 @@ git submodule update --init --recursive
    ```bash
    pip install -e ${MORPHEUS_ROOT}/python/morpheus
    pip install -e ${MORPHEUS_ROOT}/python/morpheus_llm
+   pip install -e ${MORPHEUS_ROOT}/python/morpheus_dfp
    ```
    Once Morpheus has been built, it can be installed into the current virtual environment.
 1. Test the build (Note: some tests will be skipped)\
diff --git a/docs/source/developer_guide/guides/6_digital_fingerprinting_reference.md b/docs/source/developer_guide/guides/6_digital_fingerprinting_reference.md
index fa3a37dd61..4f60bcf155 100644
--- a/docs/source/developer_guide/guides/6_digital_fingerprinting_reference.md
+++ b/docs/source/developer_guide/guides/6_digital_fingerprinting_reference.md
@@ -209,7 +209,7 @@ For input files containing an ISO 8601 formatted date string the `iso_date_regex
 from functools import partial
 
 from morpheus.utils.file_utils import date_extractor
-from dfp.utils.regex_utils import iso_date_regex
+from morpheus_dfp.utils.regex_utils import iso_date_regex
 ```
 ```python
 # Batch files into buckets by time. Use the default ISO date extractor from the filename
diff --git a/examples/developer_guide/3_simple_cpp_stage/README.md b/examples/developer_guide/3_simple_cpp_stage/README.md
index 6e62534325..51573b0ad4 100644
--- a/examples/developer_guide/3_simple_cpp_stage/README.md
+++ b/examples/developer_guide/3_simple_cpp_stage/README.md
@@ -21,5 +21,5 @@ limitations under the License.
 |-------------|-----------|-------|
 | Conda | ✔ | |
 | Morpheus Docker Container | ✔ | |
-| Morpheus Release Container | ✔ | Requires adding development packages to the container's Conda environment via `conda env update --solver=libmamba -n morpheus --file /workspace/conda/environments/dev_cuda-121_arch-x86_64.yaml` |
+| Morpheus Release Container | ✔ | Requires adding development packages to the container's Conda environment via `conda env update --solver=libmamba -n morpheus --file /workspace/conda/environments/dev_cuda-125_arch-x86_64.yaml` |
 | Dev Container | ✔ |  |
diff --git a/examples/developer_guide/4_rabbitmq_cpp_stage/README.md b/examples/developer_guide/4_rabbitmq_cpp_stage/README.md
index 1fba854fde..988381e1c6 100644
--- a/examples/developer_guide/4_rabbitmq_cpp_stage/README.md
+++ b/examples/developer_guide/4_rabbitmq_cpp_stage/README.md
@@ -25,7 +25,7 @@ This example adds two flags to the `read_simple.py` script. A `--use_cpp` flag w
 |-------------|-----------|-------|
 | Conda | ✔ | |
 | Morpheus Docker Container | ✔ | Requires launching the RabbitMQ container on the host |
-| Morpheus Release Container | ✔ | Requires launching the RabbitMQ container on the host, and adding development packages to the container's Conda environment via `conda env update --solver=libmamba -n morpheus --file /workspace/conda/environments/dev_cuda-121_arch-x86_64.yaml` |
+| Morpheus Release Container | ✔ | Requires launching the RabbitMQ container on the host, and adding development packages to the container's Conda environment via `conda env update --solver=libmamba -n morpheus --file /workspace/conda/environments/dev_cuda-125_arch-x86_64.yaml` |
 | Dev Container | ✘ |  |
 
 ## Installing Pika
diff --git a/examples/digital_fingerprinting/production/.env.sample b/examples/digital_fingerprinting/production/.env.sample
index 3fee3685cc..01d7686c65 100644
--- a/examples/digital_fingerprinting/production/.env.sample
+++ b/examples/digital_fingerprinting/production/.env.sample
@@ -1,10 +1,4 @@
 # NOTE: This file should be copied to `.env` in the same folder and updated for each user
-MYSQL_DATABASE="db"
-MYSQL_USER="mlflow"
-MYSQL_PASSWORD="good_password"
-MYSQL_ROOT_PASSWORD="even_better_password"
-MYSQL_ROOT_HOST="172.*.*.*"
-MYSQL_LOG_CONSOLE=1
 
 # Update these with your own credentials UID=$(id -u) GID=$(id -g)
 UID=1000
diff --git a/examples/digital_fingerprinting/production/Dockerfile b/examples/digital_fingerprinting/production/Dockerfile
index 8b9a884da0..d2e330c944 100644
--- a/examples/digital_fingerprinting/production/Dockerfile
+++ b/examples/digital_fingerprinting/production/Dockerfile
@@ -28,7 +28,7 @@ WORKDIR /workspace/examples/digital_fingerprinting/
 
 # Install DFP dependencies
 RUN source activate morpheus \
-    && /opt/conda/bin/conda env update --solver=libmamba -n morpheus --file /workspace/conda/environments/examples_cuda-121_arch-x86_64.yaml
+    && /opt/conda/bin/conda env update --solver=libmamba -n morpheus --file /workspace/conda/environments/examples_cuda-125_arch-x86_64.yaml
 
 # Set the tracking URI for mlflow
 ENV MLFLOW_TRACKING_URI="http://mlflow:5000"
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp_azure_pipeline.py b/examples/digital_fingerprinting/production/dfp_azure_pipeline.py
similarity index 96%
rename from examples/digital_fingerprinting/production/morpheus/dfp_azure_pipeline.py
rename to examples/digital_fingerprinting/production/dfp_azure_pipeline.py
index e35c3d5f02..dab4122ebd 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp_azure_pipeline.py
+++ b/examples/digital_fingerprinting/production/dfp_azure_pipeline.py
@@ -24,17 +24,6 @@
 import click
 import mlflow
 import pandas as pd
-from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
-from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
-from dfp.stages.dfp_inference_stage import DFPInferenceStage
-from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
-from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
-from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
-from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
-from dfp.stages.dfp_training import DFPTraining
-from dfp.stages.multi_file_source import MultiFileSource
-from dfp.utils.regex_utils import iso_date_regex
 
 from morpheus.cli.utils import get_log_levels
 from morpheus.cli.utils import get_package_relative_file
@@ -59,6 +48,17 @@
 from morpheus.utils.file_utils import date_extractor
 from morpheus.utils.file_utils import load_labels_file
 from morpheus.utils.logger import configure_logging
+from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
+from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
+from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+from morpheus_dfp.stages.dfp_training import DFPTraining
+from morpheus_dfp.stages.multi_file_source import MultiFileSource
+from morpheus_dfp.utils.regex_utils import iso_date_regex
 
 
 def _file_type_name_to_enum(file_type: str) -> FileTypes:
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp_duo_pipeline.py b/examples/digital_fingerprinting/production/dfp_duo_pipeline.py
similarity index 95%
rename from examples/digital_fingerprinting/production/morpheus/dfp_duo_pipeline.py
rename to examples/digital_fingerprinting/production/dfp_duo_pipeline.py
index 4f8333d632..c1e3e00495 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp_duo_pipeline.py
+++ b/examples/digital_fingerprinting/production/dfp_duo_pipeline.py
@@ -24,17 +24,6 @@
 import click
 import mlflow
 import pandas as pd
-from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
-from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
-from dfp.stages.dfp_inference_stage import DFPInferenceStage
-from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
-from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
-from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
-from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
-from dfp.stages.dfp_training import DFPTraining
-from dfp.stages.multi_file_source import MultiFileSource
-from dfp.utils.regex_utils import iso_date_regex
 
 from morpheus.cli.utils import get_log_levels
 from morpheus.cli.utils import get_package_relative_file
@@ -60,6 +49,17 @@
 from morpheus.utils.file_utils import date_extractor
 from morpheus.utils.file_utils import load_labels_file
 from morpheus.utils.logger import configure_logging
+from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
+from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
+from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+from morpheus_dfp.stages.dfp_training import DFPTraining
+from morpheus_dfp.stages.multi_file_source import MultiFileSource
+from morpheus_dfp.utils.regex_utils import iso_date_regex
 
 
 def _file_type_name_to_enum(file_type: str) -> FileTypes:
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp_integrated_training_batch_pipeline.py b/examples/digital_fingerprinting/production/dfp_integrated_training_batch_pipeline.py
similarity index 97%
rename from examples/digital_fingerprinting/production/morpheus/dfp_integrated_training_batch_pipeline.py
rename to examples/digital_fingerprinting/production/dfp_integrated_training_batch_pipeline.py
index 5cd551055d..5e857929f7 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp_integrated_training_batch_pipeline.py
+++ b/examples/digital_fingerprinting/production/dfp_integrated_training_batch_pipeline.py
@@ -17,23 +17,23 @@
 from datetime import datetime
 
 import click
-# When segment modules are imported, they're added to the module registry.
-# To avoid flake8 warnings about unused code, the noqa flag is used during import
-import dfp.modules  # noqa: F401 # pylint:disable=unused-import
-from dfp.utils.config_generator import ConfigGenerator
-from dfp.utils.config_generator import generate_ae_config
-from dfp.utils.dfp_arg_parser import DFPArgParser
-from dfp.utils.schema_utils import Schema
-from dfp.utils.schema_utils import SchemaBuilder
 
 import morpheus.loaders  # noqa: F401 # pylint:disable=unused-import
 import morpheus.modules  # noqa: F401 # pylint:disable=unused-import
+# When segment modules are imported, they're added to the module registry.
+# To avoid flake8 warnings about unused code, the noqa flag is used during import
+import morpheus_dfp.modules  # noqa: F401 # pylint:disable=unused-import
 from morpheus.cli.utils import get_log_levels
 from morpheus.cli.utils import parse_log_level
 from morpheus.config import Config
 from morpheus.pipeline.pipeline import Pipeline
 from morpheus.stages.general.multi_port_modules_stage import MultiPortModulesStage
 from morpheus.stages.input.control_message_file_source_stage import ControlMessageFileSourceStage
+from morpheus_dfp.utils.config_generator import ConfigGenerator
+from morpheus_dfp.utils.config_generator import generate_ae_config
+from morpheus_dfp.utils.dfp_arg_parser import DFPArgParser
+from morpheus_dfp.utils.schema_utils import Schema
+from morpheus_dfp.utils.schema_utils import SchemaBuilder
 
 
 @click.command()
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp_integrated_training_streaming_pipeline.py b/examples/digital_fingerprinting/production/dfp_integrated_training_streaming_pipeline.py
similarity index 97%
rename from examples/digital_fingerprinting/production/morpheus/dfp_integrated_training_streaming_pipeline.py
rename to examples/digital_fingerprinting/production/dfp_integrated_training_streaming_pipeline.py
index 55ebcf71a9..587dc81358 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp_integrated_training_streaming_pipeline.py
+++ b/examples/digital_fingerprinting/production/dfp_integrated_training_streaming_pipeline.py
@@ -17,23 +17,23 @@
 from datetime import datetime
 
 import click
-# When segment modules are imported, they're added to the module registry.
-# To avoid flake8 warnings about unused code, the noqa flag is used during import.
-import dfp.modules  # noqa: F401 # pylint:disable=unused-import
-from dfp.utils.config_generator import ConfigGenerator
-from dfp.utils.config_generator import generate_ae_config
-from dfp.utils.dfp_arg_parser import DFPArgParser
-from dfp.utils.schema_utils import Schema
-from dfp.utils.schema_utils import SchemaBuilder
 
 import morpheus.loaders  # noqa: F401 # pylint:disable=unused-import
 import morpheus.modules  # noqa: F401 # pylint:disable=unused-import
+# When segment modules are imported, they're added to the module registry.
+# To avoid flake8 warnings about unused code, the noqa flag is used during import.
+import morpheus_dfp.modules  # noqa: F401 # pylint:disable=unused-import
 from morpheus.cli.utils import get_log_levels
 from morpheus.cli.utils import parse_log_level
 from morpheus.config import Config
 from morpheus.pipeline.pipeline import Pipeline
 from morpheus.stages.general.multi_port_modules_stage import MultiPortModulesStage
 from morpheus.stages.input.control_message_kafka_source_stage import ControlMessageKafkaSourceStage
+from morpheus_dfp.utils.config_generator import ConfigGenerator
+from morpheus_dfp.utils.config_generator import generate_ae_config
+from morpheus_dfp.utils.dfp_arg_parser import DFPArgParser
+from morpheus_dfp.utils.schema_utils import Schema
+from morpheus_dfp.utils.schema_utils import SchemaBuilder
 
 
 @click.command()
diff --git a/examples/digital_fingerprinting/production/grafana/run.py b/examples/digital_fingerprinting/production/grafana/run.py
index 2bb7ade0e4..47d8e927d5 100644
--- a/examples/digital_fingerprinting/production/grafana/run.py
+++ b/examples/digital_fingerprinting/production/grafana/run.py
@@ -26,17 +26,6 @@
 import logging_loki
 import mlflow
 import pandas as pd
-from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
-from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
-from dfp.stages.dfp_inference_stage import DFPInferenceStage
-from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
-from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
-from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
-from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
-from dfp.stages.dfp_training import DFPTraining
-from dfp.stages.multi_file_source import MultiFileSource
-from dfp.utils.regex_utils import iso_date_regex
 
 from morpheus.cli.utils import get_log_levels
 from morpheus.cli.utils import get_package_relative_file
@@ -61,6 +50,17 @@
 from morpheus.utils.file_utils import date_extractor
 from morpheus.utils.file_utils import load_labels_file
 from morpheus.utils.logger import configure_logging
+from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
+from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
+from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+from morpheus_dfp.stages.dfp_training import DFPTraining
+from morpheus_dfp.stages.multi_file_source import MultiFileSource
+from morpheus_dfp.utils.regex_utils import iso_date_regex
 
 
 def _file_type_name_to_enum(file_type: str) -> FileTypes:
diff --git a/examples/digital_fingerprinting/production/mlflow/Dockerfile b/examples/digital_fingerprinting/production/mlflow/Dockerfile
index 7398ee0c0c..284f46f28b 100644
--- a/examples/digital_fingerprinting/production/mlflow/Dockerfile
+++ b/examples/digital_fingerprinting/production/mlflow/Dockerfile
@@ -24,7 +24,7 @@ RUN apt update && \
     rm -rf /var/cache/apt/* /var/lib/apt/lists/*
 
 # Install python packages
-RUN pip install "mlflow >=2.10.0,<3" boto3 pymysql pyyaml
+RUN pip install "mlflow >=2.10.0,<3" boto3 pyyaml
 
 # We run on port 5000
 EXPOSE 5000
diff --git a/examples/digital_fingerprinting/production/morpheus/benchmarks/README.md b/examples/digital_fingerprinting/production/morpheus/benchmarks/README.md
index b002e7fa47..e43755094e 100644
--- a/examples/digital_fingerprinting/production/morpheus/benchmarks/README.md
+++ b/examples/digital_fingerprinting/production/morpheus/benchmarks/README.md
@@ -47,7 +47,7 @@ Install additional required dependencies:
 ```bash
 mamba env update \
   -n ${CONDA_DEFAULT_ENV} \
-  --file ./conda/environments/examples_cuda-121_arch-x86_64.yaml
+  --file ./conda/environments/examples_cuda-125_arch-x86_64.yaml
 ```
 
 
diff --git a/examples/digital_fingerprinting/production/morpheus/benchmarks/benchmark_conf_generator.py b/examples/digital_fingerprinting/production/morpheus/benchmarks/benchmark_conf_generator.py
index 734e3e17ed..480893e8b8 100644
--- a/examples/digital_fingerprinting/production/morpheus/benchmarks/benchmark_conf_generator.py
+++ b/examples/digital_fingerprinting/production/morpheus/benchmarks/benchmark_conf_generator.py
@@ -25,10 +25,11 @@
 
 import mlflow
 import pandas as pd
-from dfp.utils.config_generator import ConfigGenerator
-from dfp.utils.config_generator import generate_ae_config
-from dfp.utils.dfp_arg_parser import DFPArgParser
-from dfp.utils.schema_utils import SchemaBuilder
+
+from morpheus_dfp.utils.config_generator import ConfigGenerator
+from morpheus_dfp.utils.config_generator import generate_ae_config
+from morpheus_dfp.utils.dfp_arg_parser import DFPArgParser
+from morpheus_dfp.utils.schema_utils import SchemaBuilder
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/benchmarks/test_bench_e2e_dfp_pipeline.py b/examples/digital_fingerprinting/production/morpheus/benchmarks/test_bench_e2e_dfp_pipeline.py
index 9583821290..051e3b7f25 100644
--- a/examples/digital_fingerprinting/production/morpheus/benchmarks/test_bench_e2e_dfp_pipeline.py
+++ b/examples/digital_fingerprinting/production/morpheus/benchmarks/test_bench_e2e_dfp_pipeline.py
@@ -20,23 +20,11 @@
 import typing
 
 import boto3
-import dfp.modules  # noqa: F401 # pylint:disable=unused-import
 import pytest
-from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
-from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
-from dfp.stages.dfp_inference_stage import DFPInferenceStage
-from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
-from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
-from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
-from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
-from dfp.stages.dfp_training import DFPTraining
-from dfp.stages.multi_file_source import MultiFileSource
-from dfp.utils.regex_utils import iso_date_regex
-from dfp.utils.schema_utils import Schema
 
 import morpheus.loaders  # noqa: F401 # pylint:disable=unused-import
 import morpheus.modules  # noqa: F401 # pylint:disable=unused-import
+import morpheus_dfp.modules  # noqa: F401 # pylint:disable=unused-import
 from benchmarks.benchmark_conf_generator import BenchmarkConfGenerator
 from benchmarks.benchmark_conf_generator import load_json
 from benchmarks.benchmark_conf_generator import set_mlflow_tracking_uri
@@ -53,6 +41,18 @@
 from morpheus.utils.column_info import DataFrameInputSchema
 from morpheus.utils.file_utils import date_extractor
 from morpheus.utils.logger import configure_logging
+from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
+from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
+from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+from morpheus_dfp.stages.dfp_training import DFPTraining
+from morpheus_dfp.stages.multi_file_source import MultiFileSource
+from morpheus_dfp.utils.regex_utils import iso_date_regex
+from morpheus_dfp.utils.schema_utils import Schema
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_inference.ipynb b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_inference.ipynb
index 1b40052f04..39be0c336f 100644
--- a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_inference.ipynb
+++ b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_inference.ipynb
@@ -47,15 +47,15 @@
                 "from datetime import datetime\n",
                 "from functools import partial\n",
                 "\n",
-                "from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
-                "from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
-                "from dfp.stages.dfp_inference_stage import DFPInferenceStage\n",
-                "from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage\n",
-                "from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
-                "from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
-                "from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
-                "from dfp.stages.multi_file_source import MultiFileSource\n",
-                "from dfp.utils.regex_utils import iso_date_regex\n",
+                "from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
+                "from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
+                "from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage\n",
+                "from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage\n",
+                "from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
+                "from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
+                "from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
+                "from morpheus_dfp.stages.multi_file_source import MultiFileSource\n",
+                "from morpheus_dfp.utils.regex_utils import iso_date_regex\n",
                 "\n",
                 "from morpheus.common import FileTypes\n",
                 "from morpheus.common import FilterSource\n",
diff --git a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_integrated_training.ipynb b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_integrated_training.ipynb
index 75c14999a6..0002a318b8 100644
--- a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_integrated_training.ipynb
+++ b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_integrated_training.ipynb
@@ -45,12 +45,12 @@
     "\n",
     "# When segment modules are imported, they're added to the module registry.\n",
     "# To avoid flake8 warnings about unused code, the noqa flag is used during import.\n",
-    "import dfp.modules  # noqa: F401\n",
-    "from dfp.utils.config_generator import ConfigGenerator\n",
-    "from dfp.utils.config_generator import generate_ae_config\n",
-    "from dfp.utils.dfp_arg_parser import DFPArgParser\n",
-    "from dfp.utils.schema_utils import Schema\n",
-    "from dfp.utils.schema_utils import SchemaBuilder\n",
+    "import morpheus_dfp.modules  # noqa: F401\n",
+    "from morpheus_dfp.utils.config_generator import ConfigGenerator\n",
+    "from morpheus_dfp.utils.config_generator import generate_ae_config\n",
+    "from morpheus_dfp.utils.dfp_arg_parser import DFPArgParser\n",
+    "from morpheus_dfp.utils.schema_utils import Schema\n",
+    "from morpheus_dfp.utils.schema_utils import SchemaBuilder\n",
     "\n",
     "import morpheus.loaders  # noqa: F401\n",
     "import morpheus.modules  # noqa: F401\n",
diff --git a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_training.ipynb b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_training.ipynb
index acb759341b..4547dea6e9 100644
--- a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_training.ipynb
+++ b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_azure_training.ipynb
@@ -45,15 +45,15 @@
                 "import typing\n",
                 "from datetime import datetime\n",
                 "\n",
-                "from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
-                "from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
-                "from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage\n",
-                "from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
-                "from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
-                "from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
-                "from dfp.stages.dfp_training import DFPTraining\n",
-                "from dfp.stages.multi_file_source import MultiFileSource\n",
-                "from dfp.utils.regex_utils import iso_date_regex\n",
+                "from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
+                "from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
+                "from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage\n",
+                "from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
+                "from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
+                "from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
+                "from morpheus_dfp.stages.dfp_training import DFPTraining\n",
+                "from morpheus_dfp.stages.multi_file_source import MultiFileSource\n",
+                "from morpheus_dfp.utils.regex_utils import iso_date_regex\n",
                 "\n",
                 "from morpheus.common import FileTypes\n",
                 "from morpheus.cli.utils import get_log_levels\n",
diff --git a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_inference.ipynb b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_inference.ipynb
index c2b126d2cc..675952b652 100644
--- a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_inference.ipynb
+++ b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_inference.ipynb
@@ -45,15 +45,15 @@
                 "import typing\n",
                 "from datetime import datetime\n",
                 "\n",
-                "from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
-                "from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
-                "from dfp.stages.dfp_inference_stage import DFPInferenceStage\n",
-                "from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage\n",
-                "from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
-                "from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
-                "from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
-                "from dfp.stages.multi_file_source import MultiFileSource\n",
-                "from dfp.utils.regex_utils import iso_date_regex\n",
+                "from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
+                "from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
+                "from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage\n",
+                "from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage\n",
+                "from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
+                "from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
+                "from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
+                "from morpheus_dfp.stages.multi_file_source import MultiFileSource\n",
+                "from morpheus_dfp.utils.regex_utils import iso_date_regex\n",
                 "\n",
                 "from morpheus.common import FileTypes\n",
                 "from morpheus.common import FilterSource\n",
diff --git a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_integrated_training.ipynb b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_integrated_training.ipynb
index db57a85a1e..086786e9a1 100644
--- a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_integrated_training.ipynb
+++ b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_integrated_training.ipynb
@@ -45,14 +45,14 @@
     "\n",
     "# When segment modules are imported, they're added to the module registry.\n",
     "# To avoid flake8 warnings about unused code, the noqa flag is used during import.\n",
-    "import dfp.modules  # noqa: F401\n",
+    "import morpheus_dfp.modules  # noqa: F401\n",
     "from morpheus import modules  # noqa: F401\n",
     "from morpheus import loaders  # noqa: F401\n",
-    "from dfp.utils.config_generator import ConfigGenerator\n",
-    "from dfp.utils.config_generator import generate_ae_config\n",
-    "from dfp.utils.dfp_arg_parser import DFPArgParser\n",
-    "from dfp.utils.schema_utils import Schema\n",
-    "from dfp.utils.schema_utils import SchemaBuilder\n",
+    "from morpheus_dfp.utils.config_generator import ConfigGenerator\n",
+    "from morpheus_dfp.utils.config_generator import generate_ae_config\n",
+    "from morpheus_dfp.utils.dfp_arg_parser import DFPArgParser\n",
+    "from morpheus_dfp.utils.schema_utils import Schema\n",
+    "from morpheus_dfp.utils.schema_utils import SchemaBuilder\n",
     "\n",
     "import morpheus.loaders  # noqa: F401\n",
     "import morpheus.modules  # noqa: F401\n",
diff --git a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_training.ipynb b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_training.ipynb
index 598903af35..a0a30e2c07 100644
--- a/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_training.ipynb
+++ b/examples/digital_fingerprinting/production/morpheus/notebooks/dfp_duo_training.ipynb
@@ -45,15 +45,15 @@
                 "import typing\n",
                 "from datetime import datetime\n",
                 "\n",
-                "from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
-                "from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
-                "from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage\n",
-                "from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
-                "from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
-                "from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
-                "from dfp.stages.dfp_training import DFPTraining\n",
-                "from dfp.stages.multi_file_source import MultiFileSource\n",
-                "from dfp.utils.regex_utils import iso_date_regex\n",
+                "from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage\n",
+                "from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage\n",
+                "from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage\n",
+                "from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage\n",
+                "from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage\n",
+                "from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage\n",
+                "from morpheus_dfp.stages.dfp_training import DFPTraining\n",
+                "from morpheus_dfp.stages.multi_file_source import MultiFileSource\n",
+                "from morpheus_dfp.utils.regex_utils import iso_date_regex\n",
                 "\n",
                 "from morpheus.common import FileTypes\n",
                 "from morpheus.cli.utils import get_log_levels\n",
diff --git a/examples/digital_fingerprinting/visualization/dfp_viz_azure_pipeline.py b/examples/digital_fingerprinting/visualization/dfp_viz_azure_pipeline.py
index afa9706ff7..09d6304042 100644
--- a/examples/digital_fingerprinting/visualization/dfp_viz_azure_pipeline.py
+++ b/examples/digital_fingerprinting/visualization/dfp_viz_azure_pipeline.py
@@ -23,17 +23,6 @@
 import click
 import mlflow
 import pandas as pd
-from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
-from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
-from dfp.stages.dfp_inference_stage import DFPInferenceStage
-from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
-from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
-from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
-from dfp.stages.dfp_training import DFPTraining
-from dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
-from dfp.stages.multi_file_source import MultiFileSource
-from dfp.utils.regex_utils import iso_date_regex
 
 from morpheus.cli.utils import get_log_levels
 from morpheus.cli.utils import get_package_relative_file
@@ -54,6 +43,17 @@
 from morpheus.utils.file_utils import date_extractor
 from morpheus.utils.file_utils import load_labels_file
 from morpheus.utils.logger import configure_logging
+from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
+from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+from morpheus_dfp.stages.dfp_training import DFPTraining
+from morpheus_dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
+from morpheus_dfp.stages.multi_file_source import MultiFileSource
+from morpheus_dfp.utils.regex_utils import iso_date_regex
 
 
 @click.command()
diff --git a/examples/digital_fingerprinting/visualization/dfp_viz_duo_pipeline.py b/examples/digital_fingerprinting/visualization/dfp_viz_duo_pipeline.py
index 28f36995c1..f039644b77 100644
--- a/examples/digital_fingerprinting/visualization/dfp_viz_duo_pipeline.py
+++ b/examples/digital_fingerprinting/visualization/dfp_viz_duo_pipeline.py
@@ -23,17 +23,6 @@
 import click
 import mlflow
 import pandas as pd
-from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
-from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
-from dfp.stages.dfp_inference_stage import DFPInferenceStage
-from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
-from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
-from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
-from dfp.stages.dfp_training import DFPTraining
-from dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
-from dfp.stages.multi_file_source import MultiFileSource
-from dfp.utils.regex_utils import iso_date_regex
 
 from morpheus.cli.utils import get_log_levels
 from morpheus.cli.utils import get_package_relative_file
@@ -55,6 +44,17 @@
 from morpheus.utils.file_utils import date_extractor
 from morpheus.utils.file_utils import load_labels_file
 from morpheus.utils.logger import configure_logging
+from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
+from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+from morpheus_dfp.stages.dfp_training import DFPTraining
+from morpheus_dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
+from morpheus_dfp.stages.multi_file_source import MultiFileSource
+from morpheus_dfp.utils.regex_utils import iso_date_regex
 
 
 @click.command()
diff --git a/examples/doca/vdb_realtime/README.md b/examples/doca/vdb_realtime/README.md
index 6633957106..64dabdb459 100644
--- a/examples/doca/vdb_realtime/README.md
+++ b/examples/doca/vdb_realtime/README.md
@@ -98,7 +98,7 @@ export NGC_API_KEY="<YOUR_NGC_API>"
 
 Then install basic requirements:
 ```bash
-conda env update --solver=libmamba -n morpheus --file conda/environments/examples_cuda-121_arch-x86_64.yaml --prune
+conda env update --solver=libmamba -n morpheus --file conda/environments/examples_cuda-125_arch-x86_64.yaml --prune
 ```
 
 Run the RAG example to query the Milvus database:
diff --git a/examples/gnn_fraud_detection_pipeline/README.md b/examples/gnn_fraud_detection_pipeline/README.md
index 8bb1ab1570..3945eced97 100644
--- a/examples/gnn_fraud_detection_pipeline/README.md
+++ b/examples/gnn_fraud_detection_pipeline/README.md
@@ -17,7 +17,7 @@ limitations under the License.
 # GNN Fraud Detection Pipeline
 
 ## Supported Environments
-All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-121_arch-x86_64.yaml` or `conda/environments/examples_cuda-121_arch-x86_64.yaml` environment files. Refer to the [Requirements](#requirements) section for more information.
+All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-125_arch-x86_64.yaml` or `conda/environments/examples_cuda-125_arch-x86_64.yaml` environment files. Refer to the [Requirements](#requirements) section for more information.
 | Environment | Supported | Notes |
 |-------------|-----------|-------|
 | Conda | ✔ | |
@@ -32,7 +32,7 @@ Prior to running the GNN fraud detection pipeline, additional requirements must
 ```bash
 mamba env update \
   -n ${CONDA_DEFAULT_ENV} \
-  --file ./conda/environments/examples_cuda-121_arch-x86_64.yaml
+  --file ./conda/environments/examples_cuda-125_arch-x86_64.yaml
 ```
 
 ## Running
diff --git a/examples/gnn_fraud_detection_pipeline/stages/classification_stage.py b/examples/gnn_fraud_detection_pipeline/stages/classification_stage.py
index 013034dcef..3a5845f6e6 100644
--- a/examples/gnn_fraud_detection_pipeline/stages/classification_stage.py
+++ b/examples/gnn_fraud_detection_pipeline/stages/classification_stage.py
@@ -46,7 +46,7 @@ def __init__(self, c: Config, model_xgb_file: str):
 
         super().__init__(c)
 
-        self._xgb_model = cuml.ForestInference.load(model_xgb_file, output_class=True)
+        self._xgb_model = cuml.ForestInference.load(model_xgb_file, output_class=True, model_type="xgboost")
         self._needed_columns.update({'node_id': TypeId.INT64, 'prediction': TypeId.FLOAT32})
 
     @property
diff --git a/examples/llm/agents/README.md b/examples/llm/agents/README.md
index d8c2944b26..2721452a93 100644
--- a/examples/llm/agents/README.md
+++ b/examples/llm/agents/README.md
@@ -35,7 +35,7 @@ limitations under the License.
         - [Run example (Kafka Pipeline)](#run-example-kafka-pipeline)
 
 ## Supported Environments
-All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-121_arch-x86_64.yaml` or `conda/environments/examples_cuda-121_arch-x86_64.yaml` environment files. Refer to the [Install Dependencies](#install-dependencies) section for more information.
+All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-125_arch-x86_64.yaml` or `conda/environments/examples_cuda-125_arch-x86_64.yaml` environment files. Refer to the [Install Dependencies](#install-dependencies) section for more information.
 | Environment | Supported | Notes |
 |-------------|-----------|-------|
 | Conda | ✔ | |
@@ -106,7 +106,7 @@ Install the required dependencies.
 ```bash
 mamba env update \
   -n ${CONDA_DEFAULT_ENV} \
-  --file ./conda/environments/examples_cuda-121_arch-x86_64.yaml
+  --file ./conda/environments/examples_cuda-125_arch-x86_64.yaml
 ```
 
 
diff --git a/examples/llm/completion/README.md b/examples/llm/completion/README.md
index c619546c47..e72ffe1ce6 100644
--- a/examples/llm/completion/README.md
+++ b/examples/llm/completion/README.md
@@ -31,7 +31,7 @@ limitations under the License.
     - [Running the Morpheus Pipeline](#running-the-morpheus-pipeline)
 
 ## Supported Environments
-All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-121_arch-x86_64.yaml` or `conda/environments/examples_cuda-121_arch-x86_64.yaml` environment files. Refer to the [Install Dependencies](#install-dependencies) section for more information.
+All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-125_arch-x86_64.yaml` or `conda/environments/examples_cuda-125_arch-x86_64.yaml` environment files. Refer to the [Install Dependencies](#install-dependencies) section for more information.
 | Environment | Supported | Notes |
 |-------------|-----------|-------|
 | Conda | ✔ | |
@@ -80,7 +80,7 @@ Install the required dependencies.
 ```bash
 mamba env update \
   -n ${CONDA_DEFAULT_ENV} \
-  --file ./conda/environments/examples_cuda-121_arch-x86_64.yaml
+  --file ./conda/environments/examples_cuda-125_arch-x86_64.yaml
 ```
 
 
diff --git a/examples/llm/rag/README.md b/examples/llm/rag/README.md
index f21531ac05..f7c0863b5e 100644
--- a/examples/llm/rag/README.md
+++ b/examples/llm/rag/README.md
@@ -18,7 +18,7 @@ limitations under the License.
 # Retrieval Augmented Generation (RAG) Pipeline
 
 ## Supported Environments
-All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-121_arch-x86_64.yaml` or `conda/environments/examples_cuda-121_arch-x86_64.yaml` environment files. This example also requires the [VDB upload](../vdb_upload/README.md) pipeline to have been run previously.
+All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-125_arch-x86_64.yaml` or `conda/environments/examples_cuda-125_arch-x86_64.yaml` environment files. This example also requires the [VDB upload](../vdb_upload/README.md) pipeline to have been run previously.
 | Environment | Supported | Notes |
 |-------------|-----------|-------|
 | Conda | ✔ | |
diff --git a/examples/llm/vdb_upload/README.md b/examples/llm/vdb_upload/README.md
index 7348a9cde6..b892de2159 100644
--- a/examples/llm/vdb_upload/README.md
+++ b/examples/llm/vdb_upload/README.md
@@ -34,7 +34,7 @@ limitations under the License.
     - [Exporting and Deploying a Different Model from Hugging Face](#exporting-and-deploying-a-different-model-from-hugging-face)
 
 ## Supported Environments
-All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-121_arch-x86_64.yaml` or `conda/environments/examples_cuda-121_arch-x86_64.yaml` environment files.
+All environments require additional Conda packages which can be installed with either the `conda/environments/all_cuda-125_arch-x86_64.yaml` or `conda/environments/examples_cuda-125_arch-x86_64.yaml` environment files.
 | Environment | Supported | Notes |
 |-------------|-----------|-------|
 | Conda | ✔ | |
diff --git a/external/utilities b/external/utilities
index fb2c9503fb..85f8f7af2e 160000
--- a/external/utilities
+++ b/external/utilities
@@ -1 +1 @@
-Subproject commit fb2c9503fbfdd08503013f712b8bc1e4d9869933
+Subproject commit 85f8f7af2e8d9bc7bde978cd40c40297b1116957
diff --git a/manifest.yaml b/manifest.yaml
index f81e333671..8646890c13 100644
--- a/manifest.yaml
+++ b/manifest.yaml
@@ -23,7 +23,7 @@ repos:
         -DMORPHEUS_PYTHON_INPLACE_BUILD=ON
   python:
     - name: morpheus
-      sub_dir: ""
+      sub_dir: python/morpheus
   git:
     host: github
     tag: branch-24.10
diff --git a/models/training-tuning-scripts/fraud-detection-models/README.md b/models/training-tuning-scripts/fraud-detection-models/README.md
index 025d871ceb..219121b91a 100644
--- a/models/training-tuning-scripts/fraud-detection-models/README.md
+++ b/models/training-tuning-scripts/fraud-detection-models/README.md
@@ -26,7 +26,7 @@ Install packages for training GNN model.
 ```bash
 mamba env update \
   -n ${CONDA_DEFAULT_ENV} \
-  --file ./conda/environments/model-utils-121_arch-x86_64.yaml
+  --file ./conda/environments/model-utils-125_arch-x86_64.yaml
 ```
 
 ### Options for training and tuning models.
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index b41fabadf0..1a90518cbe 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -15,10 +15,16 @@
 
 list(APPEND CMAKE_MESSAGE_CONTEXT "python")
 
-add_subdirectory(morpheus)
+if (MORPHEUS_BUILD_MORPHEUS_CORE)
+  add_subdirectory(morpheus)
+endif()
 
 if (MORPHEUS_BUILD_MORPHEUS_LLM)
-add_subdirectory(morpheus_llm)
+  add_subdirectory(morpheus_llm)
+endif()
+
+if (MORPHEUS_BUILD_MORPHEUS_DFP)
+  add_subdirectory(morpheus_dfp)
 endif()
 
 list(POP_BACK CMAKE_MESSAGE_CONTEXT)
diff --git a/python/morpheus/morpheus/_lib/cmake/libmorpheus.cmake b/python/morpheus/morpheus/_lib/cmake/libmorpheus.cmake
index 62c33b96c4..7d07b41bbd 100644
--- a/python/morpheus/morpheus/_lib/cmake/libmorpheus.cmake
+++ b/python/morpheus/morpheus/_lib/cmake/libmorpheus.cmake
@@ -83,8 +83,9 @@ target_link_libraries(morpheus
     $<$<CONFIG:Debug>:ZLIB::ZLIB>
   PUBLIC
     $<TARGET_NAME_IF_EXISTS:conda_env>
-    cudf::cudf
     CUDA::nvtx3
+    cudf::cudf
+    glog::glog
     mrc::pymrc
     RDKAFKA::RDKAFKA
     TritonClient::httpclient_static
diff --git a/python/morpheus/morpheus/_lib/cudf_helpers.pyx b/python/morpheus/morpheus/_lib/cudf_helpers.pyx
index 0940fd8f18..2345978b92 100644
--- a/python/morpheus/morpheus/_lib/cudf_helpers.pyx
+++ b/python/morpheus/morpheus/_lib/cudf_helpers.pyx
@@ -19,18 +19,32 @@ from cudf.core.dtypes import StructDtype
 from libcpp.string cimport string
 from libcpp.utility cimport move
 from libcpp.vector cimport vector
+from pylibcudf.libcudf.io.types cimport column_name_info
+from pylibcudf.libcudf.io.types cimport table_metadata
+from pylibcudf.libcudf.io.types cimport table_with_metadata
+from pylibcudf.libcudf.table.table_view cimport table_view
+from pylibcudf.libcudf.types cimport size_type
 
 from cudf._lib.column cimport Column
-from cudf._lib.cpp.io.types cimport column_name_info
-from cudf._lib.cpp.io.types cimport table_metadata
-from cudf._lib.cpp.io.types cimport table_with_metadata
-from cudf._lib.cpp.table.table_view cimport table_view
-from cudf._lib.cpp.types cimport size_type
 from cudf._lib.utils cimport data_from_unique_ptr
-from cudf._lib.utils cimport get_column_names
 from cudf._lib.utils cimport table_view_from_table
 
 
+cdef vector[string] get_column_names(object tbl, object index):
+    cdef vector[string] column_names
+    if index is not False:
+        if isinstance(tbl._index, cudf.core.multiindex.MultiIndex):
+            for idx_name in tbl._index.names:
+                column_names.push_back(str.encode(idx_name))
+        else:
+            if tbl._index.name is not None:
+                column_names.push_back(str.encode(tbl._index.name))
+
+    for col_name in tbl._column_names:
+        column_names.push_back(str.encode(col_name))
+
+    return column_names
+
 cdef extern from "morpheus/objects/table_info.hpp" namespace "morpheus" nogil:
 
 
diff --git a/python/morpheus/morpheus/_lib/src/utilities/matx_util.cu b/python/morpheus/morpheus/_lib/src/utilities/matx_util.cu
index a1dc626242..b5bf6c6b22 100644
--- a/python/morpheus/morpheus/_lib/src/utilities/matx_util.cu
+++ b/python/morpheus/morpheus/_lib/src/utilities/matx_util.cu
@@ -274,7 +274,7 @@ struct MatxUtil__MatxThreshold
         auto output_tensor = matx::make_tensor<bool>(static_cast<bool*>(output_data), output_shape);
 
         // Convert max value to bool
-        (output_tensor = matx::rmax(input_tensor, {1}) > (InputT)threshold).run(stream.value());
+        (output_tensor = matx::max(input_tensor, {1}) > (InputT)threshold).run(stream.value());
     }
 
     /**
@@ -362,7 +362,7 @@ struct MatxUtil__MatxReduceMax
 
         auto output_slice = output_tensor.template Slice<1>({output_idx, 0}, {matx::matxDropDim, matx::matxEnd});
 
-        (output_slice = matx::rmax(input_slice.Permute({1, 0}))).run(stream.value());
+        (output_slice = matx::max(input_slice.Permute({1, 0}))).run(stream.value());
     }
 };
 }  // namespace
diff --git a/python/morpheus/morpheus/_lib/tests/CMakeLists.txt b/python/morpheus/morpheus/_lib/tests/CMakeLists.txt
index 0dab45cbc6..215b595576 100644
--- a/python/morpheus/morpheus/_lib/tests/CMakeLists.txt
+++ b/python/morpheus/morpheus/_lib/tests/CMakeLists.txt
@@ -26,6 +26,7 @@ add_executable(test_cuda
 
 target_link_libraries(test_cuda
   PRIVATE
+    glog::glog
     GTest::gtest
     GTest::gtest_main
     matx::matx
diff --git a/python/morpheus/morpheus/controllers/mlflow_model_writer_controller.py b/python/morpheus/morpheus/controllers/mlflow_model_writer_controller.py
index 2f81401e94..8bc1be6829 100644
--- a/python/morpheus/morpheus/controllers/mlflow_model_writer_controller.py
+++ b/python/morpheus/morpheus/controllers/mlflow_model_writer_controller.py
@@ -19,6 +19,8 @@
 import urllib.parse
 
 import mlflow
+import mlflow.types
+import pandas as pd
 import requests
 from mlflow.exceptions import MlflowException
 from mlflow.models.signature import ModelSignature
@@ -28,7 +30,7 @@
 from mlflow.tracking import MlflowClient
 from mlflow.types import ColSpec
 from mlflow.types import Schema
-from mlflow.types.utils import _infer_pandas_column
+from mlflow.types.utils import _infer_pandas_column as _mlflow_infer_pandas_column
 from mlflow.types.utils import _infer_schema
 
 import cudf
@@ -39,6 +41,19 @@
 logger = logging.getLogger(__name__)
 
 
+def _infer_pandas_column(col: pd.Series):
+    try:
+        return _mlflow_infer_pandas_column(col)
+    except MlflowException as ex:
+        # mlflow internally calls `pd.api.types.is_string_dtype(col)` which was changed in Pandas 2.
+        # passing the series such as `[None]` will return False when the dtype is string, so
+        # it is necessary to pass the dtype of the series rather than the series itself for backwards
+        # compatibility.
+        if "Failed to infer schema for pandas.Series" in ex.message and pd.api.types.is_string_dtype(col.dtype):
+            return mlflow.types.DataType.string
+        raise ex
+
+
 class MLFlowModelWriterController:
     """
     Controller class for writing machine learning models to MLflow with optional permissions and configurations.
diff --git a/python/morpheus/morpheus/parsers/event_parser.py b/python/morpheus/morpheus/parsers/event_parser.py
index 998232c130..a82785b48a 100644
--- a/python/morpheus/morpheus/parsers/event_parser.py
+++ b/python/morpheus/morpheus/parsers/event_parser.py
@@ -98,7 +98,7 @@ def parse_raw_event(self, text: cudf.Series, event_regex: typing.Dict[str, any])
         # Applies regex pattern for each expected output column to raw data
         for col in event_specific_columns:
             regex_pattern = event_regex.get(col)
-            extracted_gdf = text.str.extract(regex_pattern)
+            extracted_gdf = text.str.extract(regex_pattern).reset_index()
             if not extracted_gdf.empty:
                 parsed_gdf[col] = extracted_gdf[0]
 
diff --git a/python/morpheus/morpheus/parsers/ip.py b/python/morpheus/morpheus/parsers/ip.py
index 814d46f9dd..1fcb75ee81 100644
--- a/python/morpheus/morpheus/parsers/ip.py
+++ b/python/morpheus/morpheus/parsers/ip.py
@@ -39,9 +39,9 @@ def ip_to_int(values):
     >>> ip.ip_to_int(cudf.Series(["192.168.0.1","10.0.0.1"]))
     0    3232235521
     1    167772161
-    dtype: int64
+    dtype: uint32
     """
-    return cudf.Series(values.str.ip2int())
+    return values.str.ip2int()
 
 
 def int_to_ip(values):
@@ -52,7 +52,7 @@ def int_to_ip(values):
     Parameters
     ----------
     values : cudf.Series
-        Integer representations of IP addresses
+        uint32 representations of IP addresses
 
     Returns
     -------
@@ -63,12 +63,12 @@ def int_to_ip(values):
     --------
     >>> import morpheus.parsers.ip as ip
     >>> import cudf
-    >>> ip.int_to_ip(cudf.Series([3232235521, 167772161]))
+    >>> ip.int_to_ip(cudf.Series([3232235521, 167772161], dtype=cudf.api.types.dtype("uint32")))
     0    192.168.0.1
     1    10.0.0.1
     dtype: object
     """
-    return cudf.Series(values._column.int2ip())
+    return cudf.Series._from_column(values._column.int2ip())
 
 
 def is_ip(ips: str):
diff --git a/python/morpheus/morpheus/stages/general/multi_processing_stage.py b/python/morpheus/morpheus/stages/general/multi_processing_stage.py
new file mode 100644
index 0000000000..f96939841a
--- /dev/null
+++ b/python/morpheus/morpheus/stages/general/multi_processing_stage.py
@@ -0,0 +1,200 @@
+# SPDX-FileCopyrightText: Copyright (c) 2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import functools
+import inspect
+import typing
+from abc import abstractmethod
+
+import mrc
+import mrc.core.operators as ops
+
+from morpheus.config import Config
+from morpheus.pipeline.single_port_stage import SinglePortStage
+from morpheus.pipeline.stage_schema import StageSchema
+from morpheus.utils.shared_process_pool import SharedProcessPool
+
+InputT = typing.TypeVar('InputT')
+OutputT = typing.TypeVar('OutputT')
+
+
+class MultiProcessingBaseStage(SinglePortStage, typing.Generic[InputT, OutputT]):
+
+    def __init__(self, *, c: Config, process_pool_usage: float, max_in_flight_messages: int = None):
+        super().__init__(c=c)
+
+        if not 0 <= process_pool_usage <= 1:
+            raise ValueError("process_pool_usage must be between 0 and 1.")
+        self._process_pool_usage = process_pool_usage
+
+        self._shared_process_pool = SharedProcessPool()
+        self._shared_process_pool.wait_until_ready()
+
+        if max_in_flight_messages is None:
+            # set the multiplier to 1.5 to keep the workers busy
+            self._max_in_flight_messages = int(self._shared_process_pool.total_max_workers * 1.5)
+        else:
+            self._max_in_flight_messages = max_in_flight_messages
+
+    def accepted_types(self) -> typing.Tuple:
+        """
+        There are two approaches to inherit from this class:
+            - With generic types: MultiProcessingDerivedStage(MultiProcessingBaseStage[InputT, OutputT])
+            - With concrete types: MultiProcessingDerivedStage(MultiProcessingBaseStage[int, str])
+
+        When inheriting with generic types, the derived class can be instantiated like this:
+
+            stage = MultiProcessingDerivedStage[int, str]()
+
+        In this case, typing.Generic stores the stage type in stage.__orig_class__, the concrete types can be accessed
+        as below:
+
+            input_type = typing.get_args(stage.__orig_class__)[0] # int
+            output_type = typing.get_args(stage.__orig_class__)[1] # str
+
+        However, when instantiating a stage which inherits with concrete types:
+
+            stage = MultiProcessingDerivedStage()
+
+        The stage instance does not have __orig_class__ attribute (since it is not a generic type). Thus, the concrete
+        types need be retrieved from its base class (which is a generic type):
+
+            input_type = typing.get_args(stage.__orig_bases__[0])[0] # int
+            output_type = typing.get_args(stage.__orig_bases__[0])[1] # str
+
+        Raises:
+            RuntimeError: if the accepted cannot be deducted from either __orig_class__ or __orig_bases__
+
+        Returns:
+            typing.Tuple: accepted input types
+        """
+        if hasattr(self, "__orig_class__"):
+            # inherited with generic types
+            input_type = typing.get_args(self.__orig_class__)[0]  # pylint: disable=no-member
+
+        elif hasattr(self, "__orig_bases__"):
+            # inherited with concrete types
+            input_type = typing.get_args(self.__orig_bases__[0])[0]  # pylint: disable=no-member
+
+        else:
+            raise RuntimeError("Could not deduct input type")
+
+        return (input_type, )
+
+    def compute_schema(self, schema: StageSchema):
+        """
+        See the comment on `accepted_types` for more information on accessing the input and output types.
+
+        Args:
+            schema (StageSchema): StageSchema
+
+        Raises:
+            RuntimeError: if the output type cannot be deducted from either __orig_class__ or __orig_bases__
+        """
+        if hasattr(self, "__orig_class__"):
+            # inherited with abstract types
+            output_type = typing.get_args(self.__orig_class__)[1]  # pylint: disable=no-member
+
+        elif hasattr(self, "__orig_bases__"):
+            # inherited with concrete types
+            output_type = typing.get_args(self.__orig_bases__[0])[1]
+
+        else:
+            raise RuntimeError("Could not deduct output type")
+
+        schema.output_schema.set_type(output_type)
+
+    def supports_cpp_node(self):
+        return False
+
+    @abstractmethod
+    def _on_data(self, data: InputT) -> OutputT:
+        pass
+
+    def _build_single(self, builder: mrc.Builder, input_node: mrc.SegmentObject) -> mrc.SegmentObject:
+        node = builder.make_node(self.name, ops.map(self._on_data))
+        node.launch_options.pe_count = self._max_in_flight_messages
+
+        builder.make_edge(input_node, node)
+
+        return node
+
+
+def _get_func_signature(func: typing.Callable[[InputT], OutputT]) -> tuple[type, type]:
+    signature = inspect.signature(func)
+
+    if isinstance(func, functools.partial):
+        # If the function is a partial, find the type of the first unbound argument
+        bound_args = func.keywords
+        input_arg = None
+
+        for param in signature.parameters.values():
+            if param.name not in bound_args:
+                if input_arg is not None:
+                    raise ValueError("Found more than one unbound arguments in partial function")
+                input_arg = param
+
+        if input_arg is None:
+            raise ValueError("Cannot find unbound argument in partial function")
+        input_t = input_arg.annotation
+
+    else:
+        if len(signature.parameters) != 1:
+            raise ValueError("Function must have exactly one argument")
+
+        input_t = next(iter(signature.parameters.values())).annotation
+
+    output_t = signature.return_annotation
+
+    return (input_t, output_t)
+
+
+class MultiProcessingStage(MultiProcessingBaseStage[InputT, OutputT]):
+
+    def __init__(self,
+                 *,
+                 c: Config,
+                 unique_name: str,
+                 process_fn: typing.Callable[[InputT], OutputT],
+                 process_pool_usage: float,
+                 max_in_flight_messages: int = None):
+        super().__init__(c=c, process_pool_usage=process_pool_usage, max_in_flight_messages=max_in_flight_messages)
+
+        self._name = unique_name
+        self._process_fn = process_fn
+        self._shared_process_pool.set_usage(self.name, self._process_pool_usage)
+
+    @property
+    def name(self) -> str:
+        return self._name
+
+    def _on_data(self, data: InputT) -> OutputT:
+        task = self._shared_process_pool.submit_task(self.name, self._process_fn, data)
+        result = task.result()
+
+        return result
+
+    @staticmethod
+    def create(*,
+               c: Config,
+               unique_name: str,
+               process_fn: typing.Callable[[InputT], OutputT],
+               process_pool_usage: float):
+
+        input_t, output_t = _get_func_signature(process_fn)
+        return MultiProcessingStage[input_t, output_t](c=c,
+                                                       unique_name=unique_name,
+                                                       process_pool_usage=process_pool_usage,
+                                                       process_fn=process_fn)
diff --git a/python/morpheus/morpheus/stages/input/arxiv_source.py b/python/morpheus/morpheus/stages/input/arxiv_source.py
index 0e987da229..1e24fb855f 100644
--- a/python/morpheus/morpheus/stages/input/arxiv_source.py
+++ b/python/morpheus/morpheus/stages/input/arxiv_source.py
@@ -37,7 +37,7 @@
 IMPORT_ERROR_MESSAGE = (
     "ArxivSource requires additional dependencies to be installed. Install them by running the following command: "
     "`conda env update --solver=libmamba -n morpheus"
-    "--file conda/environments/all_cuda-121_arch-x86_64.yaml --prune`")
+    "--file conda/environments/all_cuda-125_arch-x86_64.yaml --prune`")
 
 
 @register_stage("from-arxiv")
@@ -47,7 +47,7 @@ class ArxivSource(PreallocatorMixin, SingleOutputSource):
 
     This stage requires several additional dependencies to be installed. Install them by running the following command:
     `conda env update --solver=libmamba -n morpheus "
-    "--file conda/environments/all_cuda-121_arch-x86_64.yaml --prune`
+    "--file conda/environments/all_cuda-125_arch-x86_64.yaml --prune`
 
     Parameters
     ----------
diff --git a/python/morpheus/morpheus/stages/input/http_server_source_stage.py b/python/morpheus/morpheus/stages/input/http_server_source_stage.py
index 2afdd07efe..54e78793fc 100644
--- a/python/morpheus/morpheus/stages/input/http_server_source_stage.py
+++ b/python/morpheus/morpheus/stages/input/http_server_source_stage.py
@@ -277,7 +277,6 @@ def _generate_frames(self, subscription: mrc.Subscription) -> typing.Iterator[Co
                             or not subscription.is_subscribed()):
                         self._processing = False
                     else:
-                        logger.debug("Queue empty, sleeping ...")
                         time.sleep(self._sleep_time)
                 except Closed:
                     logger.error("Queue closed unexpectedly, shutting down")
diff --git a/python/morpheus/morpheus/stages/postprocess/generate_viz_frames_stage.py b/python/morpheus/morpheus/stages/postprocess/generate_viz_frames_stage.py
index 97ead48749..7e62870138 100644
--- a/python/morpheus/morpheus/stages/postprocess/generate_viz_frames_stage.py
+++ b/python/morpheus/morpheus/stages/postprocess/generate_viz_frames_stage.py
@@ -281,8 +281,8 @@ def write_batch(msg: ControlMessage):
                 out_df = cudf.DataFrame()
 
                 out_df["dt"] = (df["timestamp"] - time0).astype(np.int32)
-                out_df["src"] = df["src_ip"].str.ip_to_int().astype(np.int32)
-                out_df["dst"] = df["dest_ip"].str.ip_to_int().astype(np.int32)
+                out_df["src"] = df["src_ip"].str.ip_to_int().astype(np.uint32)
+                out_df["dst"] = df["dest_ip"].str.ip_to_int().astype(np.uint32)
                 out_df["lvl"] = df["secret_keys"].astype(np.int32)
                 out_df["data"] = df["data"]
 
diff --git a/python/morpheus/morpheus/utils/shared_process_pool.py b/python/morpheus/morpheus/utils/shared_process_pool.py
new file mode 100644
index 0000000000..1abfe06d30
--- /dev/null
+++ b/python/morpheus/morpheus/utils/shared_process_pool.py
@@ -0,0 +1,434 @@
+# SPDX-FileCopyrightText: Copyright (c) 2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import logging
+import math
+import multiprocessing as mp
+import os
+import queue
+import threading
+from enum import Enum
+from typing import Callable
+
+logger = logging.getLogger(__name__)
+
+
+class PoolStatus(Enum):
+    INITIALIZING = 0
+    RUNNING = 1
+    STOPPED = 2
+    SHUTDOWN = 3
+
+
+class SimpleFuture:
+
+    def __init__(self, manager):
+        self._result = manager.Value("i", None)
+        self._exception = manager.Value("i", None)
+        self._done = manager.Event()
+
+    def set_result(self, result):
+        self._result.value = result
+        self._done.set()
+
+    def set_exception(self, exception):
+        self._exception.value = exception
+        self._done.set()
+
+    def result(self):
+        self._done.wait()
+        if self._exception.value is not None:
+            raise self._exception.value
+        return self._result.value
+
+    def done(self):
+        return self._done.is_set()
+
+
+class Task(SimpleFuture):
+
+    def __init__(self, manager, process_fn: Callable, args, kwargs):
+        super().__init__(manager)
+        self._process_fn = process_fn
+        self._args = args
+        self._kwargs = kwargs
+
+    @property
+    def process_fn(self):
+        return self._process_fn
+
+    @property
+    def args(self):
+        return self._args
+
+    @property
+    def kwargs(self):
+        return self._kwargs
+
+
+class CancellationToken:
+
+    def __init__(self, manager):
+        self._cancel_event = manager.Event()
+
+    def cancel(self):
+        self._cancel_event.set()
+
+    def is_cancelled(self):
+        return self._cancel_event.is_set()
+
+
+# pylint: disable=W0201
+class SharedProcessPool:
+
+    _instance = None
+    _lock = threading.Lock()
+
+    def __new__(cls):
+        """
+        Singleton pattern for SharedProcessPool.
+
+        Returns
+        -------
+        cls._instance : SharedProcessPool
+            The SharedProcessPool instance.
+
+        Raises
+        ------
+        RuntimeError
+            If SharedProcessPool() is called when the instance already exists but not running
+        """
+
+        with cls._lock:
+            if cls._instance is None:
+                logger.debug("SharedProcessPool.__new__: Creating a new instance...")
+                cls._instance = super().__new__(cls)
+                cls._instance._initialize()
+                logger.debug("SharedProcessPool.__new__: SharedProcessPool has been initialized.")
+
+            else:
+                logger.debug("SharedProcessPool.__new__: instance already exists.")
+
+        return cls._instance
+
+    def _initialize(self):
+        self._status = PoolStatus.INITIALIZING
+
+        cpu_usage = os.environ.get("MORPHEUS_SHARED_PROCESS_POOL_CPU_USAGE", None)
+        if cpu_usage is not None:
+            cpu_usage = float(cpu_usage)
+            if not 0 <= cpu_usage <= 1:
+                raise ValueError("CPU usage must be between 0 and 1.")
+        else:
+            cpu_usage = 0.5
+        self._total_max_workers = math.floor(max(1, len(os.sched_getaffinity(0)) * cpu_usage))
+        self._processes = []
+
+        self._context = mp.get_context("fork")
+        self._manager = self._context.Manager()
+        self._task_queues = self._manager.dict()
+        self._stage_semaphores = self._manager.dict()
+        self._total_usage = 0.0
+        self._stage_usage = {}
+
+        self._cancellation_token = CancellationToken(self._manager)
+        self._launch_condition = threading.Condition()
+        self._join_condition = threading.Condition()
+
+        self.start()
+
+    def _launch_workers(self):
+        for i in range(self.total_max_workers):
+            process = self._context.Process(target=self._worker,
+                                            args=(self._cancellation_token, self._task_queues, self._stage_semaphores))
+            process.start()
+            self._processes.append(process)
+            logger.debug("SharedProcessPool._lanch_workers(): Process %s/%s has been started.",
+                         i + 1,
+                         self.total_max_workers)
+
+        with self._launch_condition:
+            self._launch_condition.notify_all()
+
+        self._status = PoolStatus.RUNNING
+
+    @property
+    def total_max_workers(self):
+        return self._total_max_workers
+
+    @property
+    def status(self) -> PoolStatus:
+        return self._status
+
+    @staticmethod
+    def _worker(cancellation_token, task_queues, stage_semaphores):
+        logger.debug("SharedProcessPool._worker: Worker process %s has been started.", os.getpid())
+
+        while True:
+            if cancellation_token.is_cancelled():
+                logger.debug("SharedProcessPool._worker: Worker process %s has terminated the worker loop.",
+                             os.getpid())
+                return
+
+            for stage_name, task_queue in task_queues.items():
+                semaphore = stage_semaphores[stage_name]
+
+                if not semaphore.acquire(blocking=False):
+                    # Stage has reached the limitation of processes
+                    continue
+
+                try:
+                    task = task_queue.get(timeout=0.1)
+                except queue.Empty:
+                    semaphore.release()
+                    continue
+
+                if task is None:
+                    logger.warning("SharedProcessPool._worker: Worker process %s has received a None task.",
+                                   os.getpid())
+                    semaphore.release()
+                    continue
+
+                process_fn = task.process_fn
+                args = task.args
+                kwargs = task.kwargs
+
+                try:
+                    result = process_fn(*args, **kwargs)
+                    task.set_result(result)
+                except Exception as e:
+                    task.set_exception(e)
+
+                task_queue.task_done()
+
+                semaphore.release()
+
+    def _join_process_pool(self):
+        for task_queue in self._task_queues.values():
+            task_queue.join()
+
+        self._cancellation_token.cancel()
+        for i, p in enumerate(self._processes):
+            p.join()
+            logger.debug("Process %s/%s has been joined.", i + 1, len(self._processes))
+
+        with self._join_condition:
+            self._join_condition.notify_all()
+
+    def submit_task(self, stage_name: str, process_fn: Callable, *args, **kwargs) -> Task:
+        """
+        Submit a task to the SharedProcessPool.
+
+        Parameters
+        ----------
+        stage_name : str
+            The unique name of the stage.
+        process_fn : Callable
+            The function to be executed in the process pool.
+        args : Any
+            Arbitrary arguments for the process_fn.
+        kwargs : Any
+            Arbitrary keyword arguments for the process_fn.
+
+        Returns
+        -------
+        Task
+            The task object that includes the result of the process_fn.
+
+        Raises
+        ------
+        RuntimeError
+            If the SharedProcessPool is not running.
+        ValueError
+            If the stage_name has not been set in the SharedProcessPool.
+        """
+        if self._status != PoolStatus.RUNNING:
+            raise RuntimeError("Cannot submit a task to a SharedProcessPool that is not running.")
+
+        if stage_name not in self._stage_usage:
+            raise ValueError(f"Stage {stage_name} has not been set in SharedProcessPool.")
+
+        task = Task(self._manager, process_fn, args, kwargs)
+        self._task_queues[stage_name].put(task)
+
+        return task
+
+    def set_usage(self, stage_name: str, percentage: float):
+        """
+        Set the usage of the SharedProcessPool for a specific stage.
+
+        Parameters
+        ----------
+        stage_name : str
+            The unique name of the stage.
+        percentage : float
+            The percentage of the total workers that will be allocated to the stage, should be between 0 and 1.
+
+        Raises
+        ------
+        RuntimeError
+            If the SharedProcessPool is not running.
+        ValueError
+            If the percentage is not between 0 and 1 or the total usage is greater than 1.
+        """
+        if self._status != PoolStatus.RUNNING:
+            raise RuntimeError("Cannot set usage to a SharedProcessPool that is not running.")
+
+        if not 0 <= percentage <= 1:
+            raise ValueError("Percentage must be between 0 and 1.")
+
+        new_total_usage = self._total_usage - self._stage_usage.get(stage_name, 0.0) + percentage
+
+        if new_total_usage > 1.0:
+            raise ValueError("Total percentage cannot exceed 1.0.")
+
+        self._stage_usage[stage_name] = percentage
+        self._total_usage = new_total_usage
+
+        allowed_processes_num = max(1, int(self._total_max_workers * percentage))
+        self._stage_semaphores[stage_name] = self._manager.Semaphore(allowed_processes_num)
+
+        if stage_name not in self._task_queues:
+            self._task_queues[stage_name] = self._manager.Queue()
+
+        logger.debug("SharedProcessPool.set_usage(): stage_usage: %s", self._stage_usage)
+        logger.debug("SharedProcessPool.set_usage(): stage semaphores: %s", allowed_processes_num)
+
+    def start(self):
+        """
+        Start the SharedProcessPool that is currently stopped and keep the settings before last shutdown.
+
+        Raises
+        ------
+        RuntimeError
+            If the SharedProcessPool is not shutdown.
+        """
+        if self._status == PoolStatus.RUNNING:
+            logger.warning("SharedProcessPool.start(): process pool is already running.")
+            return
+
+        process_launcher = threading.Thread(target=self._launch_workers)
+        process_launcher.start()
+        process_launcher.join()
+
+    def wait_until_ready(self, timeout: float | None = None):
+        """
+        Wait until the SharedProcessPool is running and ready to accept tasks.
+
+        Parameters
+        ----------
+        timeout : _type_, optional
+            timeout in seconds to wait for the SharedProcessPool to be ready, by default None.
+            If None, it will wait indefinitely.
+
+        Raises
+        ------
+        RuntimeError
+            If the SharedProcessPool is not initializing or running.
+        TimeoutError
+            If has been waiting more than the timeout.
+        """
+        if self._status == PoolStatus.RUNNING:
+            logger.debug("SharedProcessPool.wait_until_ready(): SharedProcessPool is already running.")
+            return
+
+        if self._status == PoolStatus.INITIALIZING:
+            with self._launch_condition:
+                launched = self._launch_condition.wait(timeout)
+                if not launched:
+                    raise TimeoutError("Time out.")
+        else:
+            raise RuntimeError("Cannot wait for a pool that is not initializing or running.")
+
+        logger.debug("SharedProcessPool.wait_until_ready(): SharedProcessPool is ready.")
+
+    def reset(self):
+        """
+        Clear all the previous settings and restart the SharedProcessPool.
+
+        Raises
+        ------
+        RuntimeError
+            If the SharedProcessPool is not already shut down.
+        """
+        if self._status != PoolStatus.SHUTDOWN:
+            raise RuntimeError("Cannot reset a SharedProcessPool that is not already shut down.")
+
+        self._initialize()
+
+    def stop(self):
+        """
+        Stop receiving any new tasks.
+        """
+        if self._status not in (PoolStatus.RUNNING, PoolStatus.INITIALIZING):
+            logger.warning("SharedProcessPool.stop(): Cannot stop a SharedProcessPool that is not running.")
+            return
+
+        # No new tasks will be accepted from this point
+        self._status = PoolStatus.STOPPED
+
+    def join(self, timeout: float | None = None):
+        """
+        Wait until the SharedProcessPool is terminated.
+
+        Parameters
+        ----------
+        timeout : _type_, optional
+            timeout in seconds to wait for the SharedProcessPool to be terminated, by default None.
+            If None, it will wait indefinitely.
+
+        Raises
+        ------
+        RuntimeError
+            If is called on a SharedProcessPool that is not stopped.
+
+        TimeoutError
+            If has been waiting more than the timeout.
+        """
+
+        if self._status != PoolStatus.STOPPED:
+            if self._status == PoolStatus.SHUTDOWN:
+                logging.warning("SharedProcessPool.join(): process pool is already shut down.")
+                return
+
+            raise RuntimeError("Cannot join SharedProcessPool that is not stopped.")
+
+        process_joiner = threading.Thread(target=self._join_process_pool)
+        process_joiner.start()
+
+        with self._join_condition:
+            joined = self._join_condition.wait(timeout)
+            if not joined:
+                raise TimeoutError("time out.")
+
+        process_joiner.join()
+
+        self._status = PoolStatus.SHUTDOWN
+
+        logger.debug("SharedProcessPool.join(): SharedProcessPool has been joined.")
+
+    def terminate(self):
+        """
+        Terminate all processes and shutdown the SharedProcessPool immediately.
+        """
+        for i, p in enumerate(self._processes):
+            p.terminate()
+            logger.debug("Process %s/%s has been terminated.", i + 1, self._total_max_workers)
+
+        logger.debug("SharedProcessPool.terminate(): SharedProcessPool has been terminated.")
+        self._status = PoolStatus.SHUTDOWN
+
+    def __del__(self):
+        self.terminate()
diff --git a/python/morpheus_dfp/CMakeLists.txt b/python/morpheus_dfp/CMakeLists.txt
new file mode 100644
index 0000000000..fbb1afe6ad
--- /dev/null
+++ b/python/morpheus_dfp/CMakeLists.txt
@@ -0,0 +1,46 @@
+# SPDX-FileCopyrightText: Copyright (c) 2021-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+list(APPEND CMAKE_MESSAGE_CONTEXT "morpheus_dfp")
+
+# Save the root of the python for relative paths
+set(MORPHEUS_DFP_PY_ROOT ${CMAKE_CURRENT_SOURCE_DIR}/..)
+
+
+# #####################################
+# #### Morpheus DFP Python Setup ######
+# #####################################
+morpheus_utils_python_configure()
+
+morpheus_utils_create_python_package(morpheus_dfp
+  PROJECT_DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}"
+  SOURCE_DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}/morpheus_dfp"
+)
+
+if(MORPHEUS_PYTHON_INPLACE_BUILD)
+  list(APPEND extra_args "IS_INPLACE")
+endif()
+
+if(MORPHEUS_PYTHON_BUILD_WHEEL)
+  list(APPEND extra_args "BUILD_WHEEL")
+endif()
+
+if(MORPHEUS_PYTHON_PERFORM_INSTALL)
+  list(APPEND extra_args "INSTALL_WHEEL")
+endif()
+
+morpheus_utils_build_python_package(morpheus_dfp ${extra_args})
+
+list(POP_BACK CMAKE_MESSAGE_CONTEXT)
diff --git a/python/morpheus_dfp/MANIFEST.in b/python/morpheus_dfp/MANIFEST.in
new file mode 100644
index 0000000000..807dc3f1b0
--- /dev/null
+++ b/python/morpheus_dfp/MANIFEST.in
@@ -0,0 +1,2 @@
+include morpheus_dfp/_version.py
+recursive-include morpheus_dfp py.typed
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/__init__.py b/python/morpheus_dfp/morpheus_dfp/__init__.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/__init__.py
rename to python/morpheus_dfp/morpheus_dfp/__init__.py
diff --git a/python/morpheus_dfp/morpheus_dfp/_version.py b/python/morpheus_dfp/morpheus_dfp/_version.py
new file mode 100644
index 0000000000..af416901c7
--- /dev/null
+++ b/python/morpheus_dfp/morpheus_dfp/_version.py
@@ -0,0 +1,685 @@
+# SPDX-FileCopyrightText: Copyright (c) 2021-2022, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# This file helps to compute a version number in source trees obtained from
+# git-archive tarball (such as those provided by githubs download-from-tag
+# feature). Distribution tarballs (built by setup.py sdist) and build
+# directories (produced by setup.py build) will contain a much shorter file
+# that just contains the computed version number.
+
+# This file is released into the public domain. Generated by
+# versioneer-0.22 (https://github.com/python-versioneer/python-versioneer)
+"""Git implementation of _version.py."""
+
+import errno
+import functools
+import os
+import re
+import subprocess
+import sys
+from typing import Callable
+from typing import Dict
+
+
+def get_keywords():
+    """Get the keywords needed to look up the version information."""
+    # these strings will be replaced by git during git-archive.
+    # setup.py/versioneer.py will grep for the variable names, so they must
+    # each be defined on a line of their own. _version.py will just call
+    # get_keywords().
+    git_refnames = "$Format:%d$"
+    git_full = "$Format:%H$"
+    git_date = "$Format:%ci$"
+    keywords = {"refnames": git_refnames, "full": git_full, "date": git_date}
+    return keywords
+
+
+class VersioneerConfig:
+    """Container for Versioneer configuration parameters."""
+
+
+def get_config():
+    """Create, populate and return the VersioneerConfig() object."""
+    # these strings are filled in when 'setup.py versioneer' creates
+    # _version.py
+    cfg = VersioneerConfig()
+    cfg.VCS = "git"
+    cfg.style = "pep440"
+    cfg.tag_prefix = "v"
+    cfg.parentdir_prefix = "morpheus-"
+    cfg.versionfile_source = "morpheus/_version.py"
+    cfg.verbose = False
+    return cfg
+
+
+class NotThisMethod(Exception):
+    """Exception raised if a method is not valid for the current scenario."""
+
+
+LONG_VERSION_PY: Dict[str, str] = {}
+HANDLERS: Dict[str, Dict[str, Callable]] = {}
+
+
+def register_vcs_handler(vcs, method):  # decorator
+    """Create decorator to mark a method as the handler of a VCS."""
+
+    def decorate(f):
+        """Store f in HANDLERS[vcs][method]."""
+        if vcs not in HANDLERS:
+            HANDLERS[vcs] = {}
+        HANDLERS[vcs][method] = f
+        return f
+
+    return decorate
+
+
+def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env=None):
+    """Call the given command(s)."""
+    assert isinstance(commands, list)
+    process = None
+
+    popen_kwargs = {}
+    if sys.platform == "win32":
+        # This hides the console window if pythonw.exe is used
+        startupinfo = subprocess.STARTUPINFO()
+        startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW
+        popen_kwargs["startupinfo"] = startupinfo
+
+    for command in commands:
+        try:
+            dispcmd = str([command] + args)
+            # remember shell=False, so use git.cmd on windows, not just git
+            process = subprocess.Popen([command] + args,
+                                       cwd=cwd,
+                                       env=env,
+                                       stdout=subprocess.PIPE,
+                                       stderr=(subprocess.PIPE if hide_stderr else None),
+                                       **popen_kwargs)
+            break
+        except OSError:
+            e = sys.exc_info()[1]
+            if e.errno == errno.ENOENT:
+                continue
+            if verbose:
+                print("unable to run %s" % dispcmd)
+                print(e)
+            return None, None
+    else:
+        if verbose:
+            print("unable to find command, tried %s" % (commands, ))
+        return None, None
+    stdout = process.communicate()[0].strip().decode()
+    if process.returncode != 0:
+        if verbose:
+            print("unable to run %s (error)" % dispcmd)
+            print("stdout was %s" % stdout)
+        return None, process.returncode
+    return stdout, process.returncode
+
+
+def versions_from_parentdir(parentdir_prefix, root, verbose):
+    """Try to determine the version from the parent directory name.
+
+    Source tarballs conventionally unpack into a directory that includes both
+    the project name and a version string. We will also support searching up
+    two directory levels for an appropriately named parent directory
+    """
+    rootdirs = []
+
+    for _ in range(3):
+        dirname = os.path.basename(root)
+        if dirname.startswith(parentdir_prefix):
+            return {
+                "version": dirname[len(parentdir_prefix):],
+                "full-revisionid": None,
+                "dirty": False,
+                "error": None,
+                "date": None
+            }
+        rootdirs.append(root)
+        root = os.path.dirname(root)  # up a level
+
+    if verbose:
+        print("Tried directories %s but none started with prefix %s" % (str(rootdirs), parentdir_prefix))
+    raise NotThisMethod("rootdir doesn't start with parentdir_prefix")
+
+
+@register_vcs_handler("git", "get_keywords")
+def git_get_keywords(versionfile_abs):
+    """Extract version information from the given file."""
+    # the code embedded in _version.py can just fetch the value of these
+    # keywords. When used from setup.py, we don't want to import _version.py,
+    # so we do it with a regexp instead. This function is not used from
+    # _version.py.
+    keywords = {}
+    try:
+        with open(versionfile_abs, "r") as fobj:
+            for line in fobj:
+                if line.strip().startswith("git_refnames ="):
+                    mo = re.search(r'=\s*"(.*)"', line)
+                    if mo:
+                        keywords["refnames"] = mo.group(1)
+                if line.strip().startswith("git_full ="):
+                    mo = re.search(r'=\s*"(.*)"', line)
+                    if mo:
+                        keywords["full"] = mo.group(1)
+                if line.strip().startswith("git_date ="):
+                    mo = re.search(r'=\s*"(.*)"', line)
+                    if mo:
+                        keywords["date"] = mo.group(1)
+    except OSError:
+        pass
+    return keywords
+
+
+@register_vcs_handler("git", "keywords")
+def git_versions_from_keywords(keywords, tag_prefix, verbose):
+    """Get version information from git keywords."""
+    if "refnames" not in keywords:
+        raise NotThisMethod("Short version file found")
+    date = keywords.get("date")
+    if date is not None:
+        # Use only the last line.  Previous lines may contain GPG signature
+        # information.
+        date = date.splitlines()[-1]
+
+        # git-2.2.0 added "%cI", which expands to an ISO-8601 -compliant
+        # datestamp. However we prefer "%ci" (which expands to an "ISO-8601
+        # -like" string, which we must then edit to make compliant), because
+        # it's been around since git-1.5.3, and it's too difficult to
+        # discover which version we're using, or to work around using an
+        # older one.
+        date = date.strip().replace(" ", "T", 1).replace(" ", "", 1)
+    refnames = keywords["refnames"].strip()
+    if refnames.startswith("$Format"):
+        if verbose:
+            print("keywords are unexpanded, not using")
+        raise NotThisMethod("unexpanded keywords, not a git-archive tarball")
+    refs = {r.strip() for r in refnames.strip("()").split(",")}
+    # starting in git-1.8.3, tags are listed as "tag: foo-1.0" instead of
+    # just "foo-1.0". If we see a "tag: " prefix, prefer those.
+    TAG = "tag: "
+    tags = {r[len(TAG):] for r in refs if r.startswith(TAG)}
+    if not tags:
+        # Either we're using git < 1.8.3, or there really are no tags. We use
+        # a heuristic: assume all version tags have a digit. The old git %d
+        # expansion behaves like git log --decorate=short and strips out the
+        # refs/heads/ and refs/tags/ prefixes that would let us distinguish
+        # between branches and tags. By ignoring refnames without digits, we
+        # filter out many common branch names like "release" and
+        # "stabilization", as well as "HEAD" and "master".
+        tags = {r for r in refs if re.search(r'\d', r)}
+        if verbose:
+            print("discarding '%s', no digits" % ",".join(refs - tags))
+    if verbose:
+        print("likely tags: %s" % ",".join(sorted(tags)))
+    for ref in sorted(tags):
+        # sorting will prefer e.g. "2.0" over "2.0rc1"
+        if ref.startswith(tag_prefix):
+            r = ref[len(tag_prefix):]
+            # Filter out refs that exactly match prefix or that don't start
+            # with a number once the prefix is stripped (mostly a concern
+            # when prefix is '')
+            if not re.match(r'\d', r):
+                continue
+            if verbose:
+                print("picking %s" % r)
+            return {
+                "version": r, "full-revisionid": keywords["full"].strip(), "dirty": False, "error": None, "date": date
+            }
+    # no suitable tags, so version is "0+unknown", but full hex is still there
+    if verbose:
+        print("no suitable tags, using unknown + full revision id")
+    return {
+        "version": "0+unknown",
+        "full-revisionid": keywords["full"].strip(),
+        "dirty": False,
+        "error": "no suitable tags",
+        "date": None
+    }
+
+
+@register_vcs_handler("git", "pieces_from_vcs")
+def git_pieces_from_vcs(tag_prefix, root, verbose, runner=run_command):
+    """Get version from 'git describe' in the root of the source tree.
+
+    This only gets called if the git-archive 'subst' keywords were *not*
+    expanded, and _version.py hasn't already been rewritten with a short
+    version string, meaning we're inside a checked out source tree.
+    """
+    GITS = ["git"]
+    if sys.platform == "win32":
+        GITS = ["git.cmd", "git.exe"]
+
+    # GIT_DIR can interfere with correct operation of Versioneer.
+    # It may be intended to be passed to the Versioneer-versioned project,
+    # but that should not change where we get our version from.
+    env = os.environ.copy()
+    env.pop("GIT_DIR", None)
+    runner = functools.partial(runner, env=env)
+
+    _, rc = runner(GITS, ["rev-parse", "--git-dir"], cwd=root, hide_stderr=True)
+    if rc != 0:
+        if verbose:
+            print("Directory %s not under git control" % root)
+        raise NotThisMethod("'git rev-parse --git-dir' returned error")
+
+    MATCH_ARGS = ["--match", "%s*" % tag_prefix] if tag_prefix else []
+
+    # if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty]
+    # if there isn't one, this yields HEX[-dirty] (no NUM)
+    describe_out, rc = runner(GITS, ["describe", "--tags", "--dirty", "--always", "--long", *MATCH_ARGS], cwd=root)
+    # --long was added in git-1.5.5
+    if describe_out is None:
+        raise NotThisMethod("'git describe' failed")
+    describe_out = describe_out.strip()
+    full_out, rc = runner(GITS, ["rev-parse", "HEAD"], cwd=root)
+    if full_out is None:
+        raise NotThisMethod("'git rev-parse' failed")
+    full_out = full_out.strip()
+
+    pieces = {}
+    pieces["long"] = full_out
+    pieces["short"] = full_out[:7]  # maybe improved later
+    pieces["error"] = None
+
+    branch_name, rc = runner(GITS, ["rev-parse", "--abbrev-ref", "HEAD"], cwd=root)
+    # --abbrev-ref was added in git-1.6.3
+    if rc != 0 or branch_name is None:
+        raise NotThisMethod("'git rev-parse --abbrev-ref' returned error")
+    branch_name = branch_name.strip()
+
+    if branch_name == "HEAD":
+        # If we aren't exactly on a branch, pick a branch which represents
+        # the current commit. If all else fails, we are on a branchless
+        # commit.
+        branches, rc = runner(GITS, ["branch", "--contains"], cwd=root)
+        # --contains was added in git-1.5.4
+        if rc != 0 or branches is None:
+            raise NotThisMethod("'git branch --contains' returned error")
+        branches = branches.split("\n")
+
+        # Remove the first line if we're running detached
+        if "(" in branches[0]:
+            branches.pop(0)
+
+        # Strip off the leading "* " from the list of branches.
+        branches = [branch[2:] for branch in branches]
+        if "master" in branches:
+            branch_name = "master"
+        elif not branches:
+            branch_name = None
+        else:
+            # Pick the first branch that is returned. Good or bad.
+            branch_name = branches[0]
+
+    pieces["branch"] = branch_name
+
+    # parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty]
+    # TAG might have hyphens.
+    git_describe = describe_out
+
+    # look for -dirty suffix
+    dirty = git_describe.endswith("-dirty")
+    pieces["dirty"] = dirty
+    if dirty:
+        git_describe = git_describe[:git_describe.rindex("-dirty")]
+
+    # now we have TAG-NUM-gHEX or HEX
+
+    if "-" in git_describe:
+        # TAG-NUM-gHEX
+        mo = re.search(r'^(.+)-(\d+)-g([0-9a-f]+)$', git_describe)
+        if not mo:
+            # unparsable. Maybe git-describe is misbehaving?
+            pieces["error"] = ("unable to parse git-describe output: '%s'" % describe_out)
+            return pieces
+
+        # tag
+        full_tag = mo.group(1)
+        if not full_tag.startswith(tag_prefix):
+            if verbose:
+                fmt = "tag '%s' doesn't start with prefix '%s'"
+                print(fmt % (full_tag, tag_prefix))
+            pieces["error"] = ("tag '%s' doesn't start with prefix '%s'" % (full_tag, tag_prefix))
+            return pieces
+        pieces["closest-tag"] = full_tag[len(tag_prefix):]
+
+        # distance: number of commits since tag
+        pieces["distance"] = int(mo.group(2))
+
+        # commit: short hex revision ID
+        pieces["short"] = mo.group(3)
+
+    else:
+        # HEX: no tags
+        pieces["closest-tag"] = None
+        count_out, rc = runner(GITS, ["rev-list", "HEAD", "--count"], cwd=root)
+        pieces["distance"] = int(count_out)  # total number of commits
+
+    # commit date: see ISO-8601 comment in git_versions_from_keywords()
+    date = runner(GITS, ["show", "-s", "--format=%ci", "HEAD"], cwd=root)[0].strip()
+    # Use only the last line.  Previous lines may contain GPG signature
+    # information.
+    date = date.splitlines()[-1]
+    pieces["date"] = date.strip().replace(" ", "T", 1).replace(" ", "", 1)
+
+    return pieces
+
+
+def plus_or_dot(pieces):
+    """Return a + if we don't already have one, else return a ."""
+    if "+" in pieces.get("closest-tag", ""):
+        return "."
+    return "+"
+
+
+def render_pep440(pieces):
+    """Build up version string, with post-release "local version identifier".
+
+    Our goal: TAG[+DISTANCE.gHEX[.dirty]] . Note that if you
+    get a tagged build and then dirty it, you'll get TAG+0.gHEX.dirty
+
+    Exceptions:
+    1: no tags. git_describe was just HEX. 0+untagged.DISTANCE.gHEX[.dirty]
+    """
+    if pieces["closest-tag"]:
+        rendered = pieces["closest-tag"]
+        if pieces["distance"] or pieces["dirty"]:
+            rendered += plus_or_dot(pieces)
+            rendered += "%d.g%s" % (pieces["distance"], pieces["short"])
+            if pieces["dirty"]:
+                rendered += ".dirty"
+    else:
+        # exception #1
+        rendered = "0+untagged.%d.g%s" % (pieces["distance"], pieces["short"])
+        if pieces["dirty"]:
+            rendered += ".dirty"
+    return rendered
+
+
+def render_pep440_branch(pieces):
+    """TAG[[.dev0]+DISTANCE.gHEX[.dirty]] .
+
+    The ".dev0" means not master branch. Note that .dev0 sorts backwards
+    (a feature branch will appear "older" than the master branch).
+
+    Exceptions:
+    1: no tags. 0[.dev0]+untagged.DISTANCE.gHEX[.dirty]
+    """
+    if pieces["closest-tag"]:
+        rendered = pieces["closest-tag"]
+        if pieces["distance"] or pieces["dirty"]:
+            if pieces["branch"] != "master":
+                rendered += ".dev0"
+            rendered += plus_or_dot(pieces)
+            rendered += "%d.g%s" % (pieces["distance"], pieces["short"])
+            if pieces["dirty"]:
+                rendered += ".dirty"
+    else:
+        # exception #1
+        rendered = "0"
+        if pieces["branch"] != "master":
+            rendered += ".dev0"
+        rendered += "+untagged.%d.g%s" % (pieces["distance"], pieces["short"])
+        if pieces["dirty"]:
+            rendered += ".dirty"
+    return rendered
+
+
+def pep440_split_post(ver):
+    """Split pep440 version string at the post-release segment.
+
+    Returns the release segments before the post-release and the
+    post-release version number (or -1 if no post-release segment is present).
+    """
+    vc = str.split(ver, ".post")
+    return vc[0], int(vc[1] or 0) if len(vc) == 2 else None
+
+
+def render_pep440_pre(pieces):
+    """TAG[.postN.devDISTANCE] -- No -dirty.
+
+    Exceptions:
+    1: no tags. 0.post0.devDISTANCE
+    """
+    if pieces["closest-tag"]:
+        if pieces["distance"]:
+            # update the post release segment
+            tag_version, post_version = pep440_split_post(pieces["closest-tag"])
+            rendered = tag_version
+            if post_version is not None:
+                rendered += ".post%d.dev%d" % (post_version + 1, pieces["distance"])
+            else:
+                rendered += ".post0.dev%d" % (pieces["distance"])
+        else:
+            # no commits, use the tag as the version
+            rendered = pieces["closest-tag"]
+    else:
+        # exception #1
+        rendered = "0.post0.dev%d" % pieces["distance"]
+    return rendered
+
+
+def render_pep440_post(pieces):
+    """TAG[.postDISTANCE[.dev0]+gHEX] .
+
+    The ".dev0" means dirty. Note that .dev0 sorts backwards
+    (a dirty tree will appear "older" than the corresponding clean one),
+    but you shouldn't be releasing software with -dirty anyways.
+
+    Exceptions:
+    1: no tags. 0.postDISTANCE[.dev0]
+    """
+    if pieces["closest-tag"]:
+        rendered = pieces["closest-tag"]
+        if pieces["distance"] or pieces["dirty"]:
+            rendered += ".post%d" % pieces["distance"]
+            if pieces["dirty"]:
+                rendered += ".dev0"
+            rendered += plus_or_dot(pieces)
+            rendered += "g%s" % pieces["short"]
+    else:
+        # exception #1
+        rendered = "0.post%d" % pieces["distance"]
+        if pieces["dirty"]:
+            rendered += ".dev0"
+        rendered += "+g%s" % pieces["short"]
+    return rendered
+
+
+def render_pep440_post_branch(pieces):
+    """TAG[.postDISTANCE[.dev0]+gHEX[.dirty]] .
+
+    The ".dev0" means not master branch.
+
+    Exceptions:
+    1: no tags. 0.postDISTANCE[.dev0]+gHEX[.dirty]
+    """
+    if pieces["closest-tag"]:
+        rendered = pieces["closest-tag"]
+        if pieces["distance"] or pieces["dirty"]:
+            rendered += ".post%d" % pieces["distance"]
+            if pieces["branch"] != "master":
+                rendered += ".dev0"
+            rendered += plus_or_dot(pieces)
+            rendered += "g%s" % pieces["short"]
+            if pieces["dirty"]:
+                rendered += ".dirty"
+    else:
+        # exception #1
+        rendered = "0.post%d" % pieces["distance"]
+        if pieces["branch"] != "master":
+            rendered += ".dev0"
+        rendered += "+g%s" % pieces["short"]
+        if pieces["dirty"]:
+            rendered += ".dirty"
+    return rendered
+
+
+def render_pep440_old(pieces):
+    """TAG[.postDISTANCE[.dev0]] .
+
+    The ".dev0" means dirty.
+
+    Exceptions:
+    1: no tags. 0.postDISTANCE[.dev0]
+    """
+    if pieces["closest-tag"]:
+        rendered = pieces["closest-tag"]
+        if pieces["distance"] or pieces["dirty"]:
+            rendered += ".post%d" % pieces["distance"]
+            if pieces["dirty"]:
+                rendered += ".dev0"
+    else:
+        # exception #1
+        rendered = "0.post%d" % pieces["distance"]
+        if pieces["dirty"]:
+            rendered += ".dev0"
+    return rendered
+
+
+def render_git_describe(pieces):
+    """TAG[-DISTANCE-gHEX][-dirty].
+
+    Like 'git describe --tags --dirty --always'.
+
+    Exceptions:
+    1: no tags. HEX[-dirty]  (note: no 'g' prefix)
+    """
+    if pieces["closest-tag"]:
+        rendered = pieces["closest-tag"]
+        if pieces["distance"]:
+            rendered += "-%d-g%s" % (pieces["distance"], pieces["short"])
+    else:
+        # exception #1
+        rendered = pieces["short"]
+    if pieces["dirty"]:
+        rendered += "-dirty"
+    return rendered
+
+
+def render_git_describe_long(pieces):
+    """TAG-DISTANCE-gHEX[-dirty].
+
+    Like 'git describe --tags --dirty --always -long'.
+    The distance/hash is unconditional.
+
+    Exceptions:
+    1: no tags. HEX[-dirty]  (note: no 'g' prefix)
+    """
+    if pieces["closest-tag"]:
+        rendered = pieces["closest-tag"]
+        rendered += "-%d-g%s" % (pieces["distance"], pieces["short"])
+    else:
+        # exception #1
+        rendered = pieces["short"]
+    if pieces["dirty"]:
+        rendered += "-dirty"
+    return rendered
+
+
+def render(pieces, style):
+    """Render the given version pieces into the requested style."""
+    if pieces["error"]:
+        return {
+            "version": "unknown",
+            "full-revisionid": pieces.get("long"),
+            "dirty": None,
+            "error": pieces["error"],
+            "date": None
+        }
+
+    if not style or style == "default":
+        style = "pep440"  # the default
+
+    if style == "pep440":
+        rendered = render_pep440(pieces)
+    elif style == "pep440-branch":
+        rendered = render_pep440_branch(pieces)
+    elif style == "pep440-pre":
+        rendered = render_pep440_pre(pieces)
+    elif style == "pep440-post":
+        rendered = render_pep440_post(pieces)
+    elif style == "pep440-post-branch":
+        rendered = render_pep440_post_branch(pieces)
+    elif style == "pep440-old":
+        rendered = render_pep440_old(pieces)
+    elif style == "git-describe":
+        rendered = render_git_describe(pieces)
+    elif style == "git-describe-long":
+        rendered = render_git_describe_long(pieces)
+    else:
+        raise ValueError("unknown style '%s'" % style)
+
+    return {
+        "version": rendered,
+        "full-revisionid": pieces["long"],
+        "dirty": pieces["dirty"],
+        "error": None,
+        "date": pieces.get("date")
+    }
+
+
+def get_versions():
+    """Get version information or return default if unable to do so."""
+    # I am in _version.py, which lives at ROOT/VERSIONFILE_SOURCE. If we have
+    # __file__, we can work backwards from there to the root. Some
+    # py2exe/bbfreeze/non-CPython implementations don't do __file__, in which
+    # case we can only use expanded keywords.
+
+    cfg = get_config()
+    verbose = cfg.verbose
+
+    try:
+        return git_versions_from_keywords(get_keywords(), cfg.tag_prefix, verbose)
+    except NotThisMethod:
+        pass
+
+    try:
+        root = os.path.realpath(__file__)
+        # versionfile_source is the relative path from the top of the source
+        # tree (where the .git directory might live) to this file. Invert
+        # this to find the root from __file__.
+        for _ in cfg.versionfile_source.split('/'):
+            root = os.path.dirname(root)
+    except NameError:
+        return {
+            "version": "0+unknown",
+            "full-revisionid": None,
+            "dirty": None,
+            "error": "unable to find root of source tree",
+            "date": None
+        }
+
+    try:
+        pieces = git_pieces_from_vcs(cfg.tag_prefix, root, verbose)
+        return render(pieces, cfg.style)
+    except NotThisMethod:
+        pass
+
+    try:
+        if cfg.parentdir_prefix:
+            return versions_from_parentdir(cfg.parentdir_prefix, root, verbose)
+    except NotThisMethod:
+        pass
+
+    return {
+        "version": "0+unknown",
+        "full-revisionid": None,
+        "dirty": None,
+        "error": "unable to compute version",
+        "date": None
+    }
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/messages/__init__.py b/python/morpheus_dfp/morpheus_dfp/messages/__init__.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/messages/__init__.py
rename to python/morpheus_dfp/morpheus_dfp/messages/__init__.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/messages/dfp_message_meta.py b/python/morpheus_dfp/morpheus_dfp/messages/dfp_message_meta.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/messages/dfp_message_meta.py
rename to python/morpheus_dfp/morpheus_dfp/messages/dfp_message_meta.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/__init__.py b/python/morpheus_dfp/morpheus_dfp/modules/__init__.py
similarity index 68%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/__init__.py
rename to python/morpheus_dfp/morpheus_dfp/modules/__init__.py
index f274245601..cf1e5741ba 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/__init__.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/__init__.py
@@ -17,16 +17,16 @@
 
 # When segment modules are imported, they're added to the module registry.
 # To avoid flake8 warnings about unused code, the noqa flag is used during import.
-from dfp.modules import dfp_data_prep
-from dfp.modules import dfp_deployment
-from dfp.modules import dfp_inference
-from dfp.modules import dfp_inference_pipe
-from dfp.modules import dfp_postprocessing
-from dfp.modules import dfp_preproc
-from dfp.modules import dfp_rolling_window
-from dfp.modules import dfp_split_users
-from dfp.modules import dfp_training
-from dfp.modules import dfp_training_pipe
+from morpheus_dfp.modules import dfp_data_prep
+from morpheus_dfp.modules import dfp_deployment
+from morpheus_dfp.modules import dfp_inference
+from morpheus_dfp.modules import dfp_inference_pipe
+from morpheus_dfp.modules import dfp_postprocessing
+from morpheus_dfp.modules import dfp_preproc
+from morpheus_dfp.modules import dfp_rolling_window
+from morpheus_dfp.modules import dfp_split_users
+from morpheus_dfp.modules import dfp_training
+from morpheus_dfp.modules import dfp_training_pipe
 
 __all__ = [
     "dfp_split_users",
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_data_prep.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_data_prep.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_data_prep.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_data_prep.py
index 0a91a21b2e..dfaad30e87 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_data_prep.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_data_prep.py
@@ -24,8 +24,7 @@
 from morpheus.utils.column_info import process_dataframe
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_DATA_PREP
+from morpheus_dfp.utils.module_ids import DFP_DATA_PREP
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_deployment.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_deployment.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_deployment.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_deployment.py
index e4744c32b6..05611fbca0 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_deployment.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_deployment.py
@@ -22,10 +22,9 @@
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import merge_dictionaries
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_DEPLOYMENT
-from ..utils.module_ids import DFP_INFERENCE_PIPE
-from ..utils.module_ids import DFP_TRAINING_PIPE
+from morpheus_dfp.utils.module_ids import DFP_DEPLOYMENT
+from morpheus_dfp.utils.module_ids import DFP_INFERENCE_PIPE
+from morpheus_dfp.utils.module_ids import DFP_TRAINING_PIPE
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_inference.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_inference.py
similarity index 96%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_inference.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_inference.py
index 48e6e03568..2a66a04d9d 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_inference.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_inference.py
@@ -16,8 +16,6 @@
 import time
 
 import mrc
-from dfp.utils.model_cache import ModelCache
-from dfp.utils.model_cache import ModelManager
 from mlflow.tracking.client import MlflowClient
 from mrc.core import operators as ops
 
@@ -26,9 +24,10 @@
 from morpheus.messages import ControlMessage
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import register_module
-
-from ..messages.dfp_message_meta import DFPMessageMeta
-from ..utils.module_ids import DFP_INFERENCE
+from morpheus_dfp.messages.dfp_message_meta import DFPMessageMeta
+from morpheus_dfp.utils.model_cache import ModelCache
+from morpheus_dfp.utils.model_cache import ModelManager
+from morpheus_dfp.utils.module_ids import DFP_INFERENCE
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_inference_pipe.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_inference_pipe.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_inference_pipe.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_inference_pipe.py
index 24f72c278a..26c36ca763 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_inference_pipe.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_inference_pipe.py
@@ -23,13 +23,12 @@
 from morpheus.utils.module_ids import WRITE_TO_FILE
 from morpheus.utils.module_utils import merge_dictionaries
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_DATA_PREP
-from ..utils.module_ids import DFP_INFERENCE
-from ..utils.module_ids import DFP_INFERENCE_PIPE
-from ..utils.module_ids import DFP_POST_PROCESSING
-from ..utils.module_ids import DFP_PREPROC
-from ..utils.module_ids import DFP_ROLLING_WINDOW
+from morpheus_dfp.utils.module_ids import DFP_DATA_PREP
+from morpheus_dfp.utils.module_ids import DFP_INFERENCE
+from morpheus_dfp.utils.module_ids import DFP_INFERENCE_PIPE
+from morpheus_dfp.utils.module_ids import DFP_POST_PROCESSING
+from morpheus_dfp.utils.module_ids import DFP_PREPROC
+from morpheus_dfp.utils.module_ids import DFP_ROLLING_WINDOW
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_postprocessing.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_postprocessing.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_postprocessing.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_postprocessing.py
index 908c0d61c5..3375fc40af 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_postprocessing.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_postprocessing.py
@@ -22,8 +22,7 @@
 from morpheus.messages import ControlMessage
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_POST_PROCESSING
+from morpheus_dfp.utils.module_ids import DFP_POST_PROCESSING
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_preproc.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_preproc.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_preproc.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_preproc.py
index 4dd89334dc..54f934495f 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_preproc.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_preproc.py
@@ -24,9 +24,8 @@
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import merge_dictionaries
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_PREPROC
-from ..utils.module_ids import DFP_SPLIT_USERS
+from morpheus_dfp.utils.module_ids import DFP_PREPROC
+from morpheus_dfp.utils.module_ids import DFP_SPLIT_USERS
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_rolling_window.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_rolling_window.py
similarity index 97%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_rolling_window.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_rolling_window.py
index bfdbe13e2c..ea9b1fede8 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_rolling_window.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_rolling_window.py
@@ -19,8 +19,6 @@
 
 import mrc
 import pandas as pd
-from dfp.utils.cached_user_window import CachedUserWindow
-from dfp.utils.logging_timer import log_time
 from mrc.core import operators as ops
 
 import cudf
@@ -29,8 +27,9 @@
 from morpheus.messages import MessageMeta
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_ROLLING_WINDOW
+from morpheus_dfp.utils.cached_user_window import CachedUserWindow
+from morpheus_dfp.utils.logging_timer import log_time
+from morpheus_dfp.utils.module_ids import DFP_ROLLING_WINDOW
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_split_users.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_split_users.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_split_users.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_split_users.py
index a5757ac407..7ec8c7f0f4 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_split_users.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_split_users.py
@@ -17,7 +17,6 @@
 
 import mrc
 import pandas as pd
-from dfp.utils.logging_timer import log_time
 from mrc.core import operators as ops
 
 import cudf
@@ -26,8 +25,8 @@
 from morpheus.messages import MessageMeta
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_SPLIT_USERS
+from morpheus_dfp.utils.logging_timer import log_time
+from morpheus_dfp.utils.module_ids import DFP_SPLIT_USERS
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_training.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_training.py
similarity index 97%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_training.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_training.py
index 388eba25ec..234855d9f1 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_training.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_training.py
@@ -24,9 +24,8 @@
 from morpheus.models.dfencoder import AutoEncoder
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import register_module
-
-from ..messages.dfp_message_meta import DFPMessageMeta
-from ..utils.module_ids import DFP_TRAINING
+from morpheus_dfp.messages.dfp_message_meta import DFPMessageMeta
+from morpheus_dfp.utils.module_ids import DFP_TRAINING
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_training_pipe.py b/python/morpheus_dfp/morpheus_dfp/modules/dfp_training_pipe.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_training_pipe.py
rename to python/morpheus_dfp/morpheus_dfp/modules/dfp_training_pipe.py
index 9fcbd946af..cfa4c49fdc 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/modules/dfp_training_pipe.py
+++ b/python/morpheus_dfp/morpheus_dfp/modules/dfp_training_pipe.py
@@ -21,12 +21,11 @@
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
 from morpheus.utils.module_utils import merge_dictionaries
 from morpheus.utils.module_utils import register_module
-
-from ..utils.module_ids import DFP_DATA_PREP
-from ..utils.module_ids import DFP_PREPROC
-from ..utils.module_ids import DFP_ROLLING_WINDOW
-from ..utils.module_ids import DFP_TRAINING
-from ..utils.module_ids import DFP_TRAINING_PIPE
+from morpheus_dfp.utils.module_ids import DFP_DATA_PREP
+from morpheus_dfp.utils.module_ids import DFP_PREPROC
+from morpheus_dfp.utils.module_ids import DFP_ROLLING_WINDOW
+from morpheus_dfp.utils.module_ids import DFP_TRAINING
+from morpheus_dfp.utils.module_ids import DFP_TRAINING_PIPE
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/__init__.py b/python/morpheus_dfp/morpheus_dfp/py.typed
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/__init__.py
rename to python/morpheus_dfp/morpheus_dfp/py.typed
diff --git a/python/morpheus_dfp/morpheus_dfp/stages/__init__.py b/python/morpheus_dfp/morpheus_dfp/stages/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_file_batcher_stage.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_file_batcher_stage.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_file_batcher_stage.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_file_batcher_stage.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_file_to_df.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_file_to_df.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_file_to_df.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_file_to_df.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_inference_stage.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_inference_stage.py
similarity index 97%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_inference_stage.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_inference_stage.py
index 7d37c9514d..0324a5e67f 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_inference_stage.py
+++ b/python/morpheus_dfp/morpheus_dfp/stages/dfp_inference_stage.py
@@ -25,9 +25,8 @@
 from morpheus.messages import ControlMessage
 from morpheus.pipeline.single_port_stage import SinglePortStage
 from morpheus.pipeline.stage_schema import StageSchema
-
-from ..utils.model_cache import ModelCache
-from ..utils.model_cache import ModelManager
+from morpheus_dfp.utils.model_cache import ModelCache
+from morpheus_dfp.utils.model_cache import ModelManager
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_mlflow_model_writer.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_mlflow_model_writer.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_mlflow_model_writer.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_mlflow_model_writer.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_postprocessing_stage.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_postprocessing_stage.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_postprocessing_stage.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_postprocessing_stage.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_preprocessing_stage.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_preprocessing_stage.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_preprocessing_stage.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_preprocessing_stage.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_rolling_window_stage.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_rolling_window_stage.py
similarity index 97%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_rolling_window_stage.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_rolling_window_stage.py
index 59b98a57df..f9233c6f89 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_rolling_window_stage.py
+++ b/python/morpheus_dfp/morpheus_dfp/stages/dfp_rolling_window_stage.py
@@ -26,10 +26,9 @@
 from morpheus.messages import ControlMessage
 from morpheus.pipeline.single_port_stage import SinglePortStage
 from morpheus.pipeline.stage_schema import StageSchema
-
-from ..messages.dfp_message_meta import DFPMessageMeta
-from ..utils.cached_user_window import CachedUserWindow
-from ..utils.logging_timer import log_time
+from morpheus_dfp.messages.dfp_message_meta import DFPMessageMeta
+from morpheus_dfp.utils.cached_user_window import CachedUserWindow
+from morpheus_dfp.utils.logging_timer import log_time
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_split_users_stage.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_split_users_stage.py
similarity index 98%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_split_users_stage.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_split_users_stage.py
index 9a6a448bd5..2a40b4521e 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_split_users_stage.py
+++ b/python/morpheus_dfp/morpheus_dfp/stages/dfp_split_users_stage.py
@@ -27,9 +27,8 @@
 from morpheus.pipeline.single_port_stage import SinglePortStage
 from morpheus.pipeline.stage_schema import StageSchema
 from morpheus.utils.type_aliases import DataFrameType
-
-from ..messages.dfp_message_meta import DFPMessageMeta
-from ..utils.logging_timer import log_time
+from morpheus_dfp.messages.dfp_message_meta import DFPMessageMeta
+from morpheus_dfp.utils.logging_timer import log_time
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_training.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_training.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_training.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_training.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_viz_postproc.py b/python/morpheus_dfp/morpheus_dfp/stages/dfp_viz_postproc.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/dfp_viz_postproc.py
rename to python/morpheus_dfp/morpheus_dfp/stages/dfp_viz_postproc.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/multi_file_source.py b/python/morpheus_dfp/morpheus_dfp/stages/multi_file_source.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/multi_file_source.py
rename to python/morpheus_dfp/morpheus_dfp/stages/multi_file_source.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/stages/write_to_s3_stage.py b/python/morpheus_dfp/morpheus_dfp/stages/write_to_s3_stage.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/stages/write_to_s3_stage.py
rename to python/morpheus_dfp/morpheus_dfp/stages/write_to_s3_stage.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/__init__.py b/python/morpheus_dfp/morpheus_dfp/utils/__init__.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/__init__.py
rename to python/morpheus_dfp/morpheus_dfp/utils/__init__.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/cached_user_window.py b/python/morpheus_dfp/morpheus_dfp/utils/cached_user_window.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/cached_user_window.py
rename to python/morpheus_dfp/morpheus_dfp/utils/cached_user_window.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/config_generator.py b/python/morpheus_dfp/morpheus_dfp/utils/config_generator.py
similarity index 96%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/config_generator.py
rename to python/morpheus_dfp/morpheus_dfp/utils/config_generator.py
index e6726b18c4..9e3e2d904c 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/utils/config_generator.py
+++ b/python/morpheus_dfp/morpheus_dfp/utils/config_generator.py
@@ -14,12 +14,6 @@
 
 import os
 
-from dfp.utils.dfp_arg_parser import DFPArgParser
-from dfp.utils.dfp_arg_parser import pyobj2str
-from dfp.utils.module_ids import DFP_DEPLOYMENT
-from dfp.utils.regex_utils import iso_date_regex_pattern
-from dfp.utils.schema_utils import Schema
-
 from morpheus.cli.utils import get_package_relative_file
 from morpheus.config import Config
 from morpheus.config import ConfigAutoEncoder
@@ -27,6 +21,11 @@
 from morpheus.messages import ControlMessage
 from morpheus.utils.file_utils import load_labels_file
 from morpheus.utils.module_ids import MORPHEUS_MODULE_NAMESPACE
+from morpheus_dfp.utils.dfp_arg_parser import DFPArgParser
+from morpheus_dfp.utils.dfp_arg_parser import pyobj2str
+from morpheus_dfp.utils.module_ids import DFP_DEPLOYMENT
+from morpheus_dfp.utils.regex_utils import iso_date_regex_pattern
+from morpheus_dfp.utils.schema_utils import Schema
 
 
 class ConfigGenerator:
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/dfp_arg_parser.py b/python/morpheus_dfp/morpheus_dfp/utils/dfp_arg_parser.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/dfp_arg_parser.py
rename to python/morpheus_dfp/morpheus_dfp/utils/dfp_arg_parser.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/logging_timer.py b/python/morpheus_dfp/morpheus_dfp/utils/logging_timer.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/logging_timer.py
rename to python/morpheus_dfp/morpheus_dfp/utils/logging_timer.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/model_cache.py b/python/morpheus_dfp/morpheus_dfp/utils/model_cache.py
similarity index 99%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/model_cache.py
rename to python/morpheus_dfp/morpheus_dfp/utils/model_cache.py
index 54b7c57d11..e3150725d5 100644
--- a/examples/digital_fingerprinting/production/morpheus/dfp/utils/model_cache.py
+++ b/python/morpheus_dfp/morpheus_dfp/utils/model_cache.py
@@ -26,8 +26,7 @@
 from mlflow.tracking.client import MlflowClient
 
 from morpheus.models.dfencoder import AutoEncoder
-
-from .logging_timer import log_time
+from morpheus_dfp.utils.logging_timer import log_time
 
 logger = logging.getLogger(f"morpheus.{__name__}")
 
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/module_ids.py b/python/morpheus_dfp/morpheus_dfp/utils/module_ids.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/module_ids.py
rename to python/morpheus_dfp/morpheus_dfp/utils/module_ids.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/regex_utils.py b/python/morpheus_dfp/morpheus_dfp/utils/regex_utils.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/regex_utils.py
rename to python/morpheus_dfp/morpheus_dfp/utils/regex_utils.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/schema_utils.py b/python/morpheus_dfp/morpheus_dfp/utils/schema_utils.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/schema_utils.py
rename to python/morpheus_dfp/morpheus_dfp/utils/schema_utils.py
diff --git a/examples/digital_fingerprinting/production/morpheus/dfp/utils/user_model_manager.py b/python/morpheus_dfp/morpheus_dfp/utils/user_model_manager.py
similarity index 100%
rename from examples/digital_fingerprinting/production/morpheus/dfp/utils/user_model_manager.py
rename to python/morpheus_dfp/morpheus_dfp/utils/user_model_manager.py
diff --git a/python/morpheus_dfp/setup.cfg b/python/morpheus_dfp/setup.cfg
new file mode 100644
index 0000000000..ade54b665b
--- /dev/null
+++ b/python/morpheus_dfp/setup.cfg
@@ -0,0 +1,26 @@
+# Copyright (c) 2021-2024, NVIDIA CORPORATION.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# See the docstring in versioneer.py for instructions. Note that you must
+# re-run 'versioneer.py setup' after changing this section, and commit the
+# resulting files.
+
+# ===== versioneer Config =====
+[versioneer]
+VCS = git
+style = pep440
+versionfile_source = morpheus_dfp/_version.py
+versionfile_build = morpheus_dfp/_version.py
+tag_prefix = v
+parentdir_prefix = morpheus_dfp-
+
diff --git a/python/morpheus_dfp/setup.py b/python/morpheus_dfp/setup.py
new file mode 100644
index 0000000000..37e5aecbfb
--- /dev/null
+++ b/python/morpheus_dfp/setup.py
@@ -0,0 +1,45 @@
+# Copyright (c) 2021-2024, NVIDIA CORPORATION.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# See the docstring in versioneer.py for instructions. Note that you must
+# re-run 'versioneer setup' after changing this section, and commit the
+# resulting files.
+
+import versioneer
+from setuptools import find_packages  # noqa: E402
+from setuptools import setup  # noqa: E402
+
+setup(
+    name="morpheus_dfp",
+    version=versioneer.get_version(),  # pylint: disable=no-member
+    description="Morpheus Digital Finger Printing",
+    classifiers=[
+        "Development Status :: 3 - Alpha",
+        "Environment :: GPU :: NVIDIA CUDA",
+        "Intended Audience :: Developers",
+        "Topic :: Scientific/Engineering :: Artificial Intelligence",
+        "Topic :: Security",
+        "Topic :: System :: Networking :: Monitoring",
+        "License :: OSI Approved :: Apache Software License",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3 :: Only",
+    ],
+    author="NVIDIA Corporation",
+    include_package_data=True,
+    packages=find_packages(),
+    install_requires=[],
+    license="Apache",
+    python_requires='>=3.10, <4',
+    cmdclass=versioneer.get_cmdclass(),  # pylint: disable=no-member
+)
diff --git a/python/morpheus_dfp/todo.md b/python/morpheus_dfp/todo.md
new file mode 100644
index 0000000000..08f15bbf70
--- /dev/null
+++ b/python/morpheus_dfp/todo.md
@@ -0,0 +1,55 @@
+<!--
+# Copyright (c) 2024, NVIDIA CORPORATION.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+-->
+
+# Tasks
+- [X] Refactor Morpheus production stages
+
+- [X] Add morpheus_dfp Conda recipe
+
+- [X] Update CI to build and upload morpheus_dfp Conda package
+
+- [] Update docs to include the DFP apis and README for using the DFP library
+
+- [] Move DFP unit tests from tests/examples/digital_fingerprinting to tests/morpheus_dfp
+
+- [] Refactor DFP benchmarks
+
+- [] Update DFP example docker file to install the morpheus_dfp package instead of using the Morpheus image as base
+
+- [] Consolidate version file used in setup.py across all Morpheus packages
+
+
+# Q&A for future reference
+1. Do we refactor sample pipelines to python/morpheus_dfp/morpheus_dfp/pipeline?
+  No. They are not part of the library. They are just examples.
+
+2. Do we refactor data (just the script for pulling the data, fetch_example_data.py) used for running the sample DFP pipelines?
+   No. Same as above.
+
+3. Do we refactor Morpheus DFP starter example?
+   No. Starter will be dropped, #1715
+
+4. Visualizations?
+   No. Sample pipeline.
+
+5. Demo?
+   No. Sample pipeline.
+
+6. Refactor notebooks?
+   No. Sample only.
+
+7. Refactor DFP example control messages?
+   No.
diff --git a/python/morpheus_llm/CMakeLists.txt b/python/morpheus_llm/CMakeLists.txt
index 2383ee8ec3..d2093e759c 100644
--- a/python/morpheus_llm/CMakeLists.txt
+++ b/python/morpheus_llm/CMakeLists.txt
@@ -16,7 +16,6 @@
 list(APPEND CMAKE_MESSAGE_CONTEXT "morpheus_llm")
 
 # Save the root of the python for relative paths
-# Where is this used, fixme
 set(MORPHEUS_LLM_PY_ROOT ${CMAKE_CURRENT_SOURCE_DIR}/..)
 
 
@@ -25,8 +24,7 @@ set(MORPHEUS_LLM_PY_ROOT ${CMAKE_CURRENT_SOURCE_DIR}/..)
 # #################################
 morpheus_utils_python_configure()
 
-# Include the main morpheus code
-# fixme: add another subdirectory src and change SOURCE_DIRECTORY to ${CMAKE_CURRENT_SOURCE_DIR}/src
+# Include the main morpheus_llm code
 morpheus_utils_create_python_package(morpheus_llm
   PROJECT_DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}"
   SOURCE_DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}/morpheus_llm"
@@ -34,7 +32,7 @@ morpheus_utils_create_python_package(morpheus_llm
 
 add_subdirectory(morpheus_llm)
 
-# Complete the python package - fixme do these need to be redefined
+# Complete the python package
 if(MORPHEUS_PYTHON_INPLACE_BUILD)
   list(APPEND extra_args "IS_INPLACE")
 endif()
diff --git a/python/morpheus_llm/morpheus_llm/_lib/cmake/libmorpheus_llm.cmake b/python/morpheus_llm/morpheus_llm/_lib/cmake/libmorpheus_llm.cmake
index d4377c64db..83ba243398 100644
--- a/python/morpheus_llm/morpheus_llm/_lib/cmake/libmorpheus_llm.cmake
+++ b/python/morpheus_llm/morpheus_llm/_lib/cmake/libmorpheus_llm.cmake
@@ -27,42 +27,32 @@ add_library(morpheus_llm
 
 add_library(${PROJECT_NAME}::morpheus_llm ALIAS morpheus_llm)
 
-# fixme check if all these are needed
+# morpheus_llm can be built two ways -
+# 1. For development purposes (eg. scripts/compile.sh) all the functional blocks are built.
+#    This includes morpheus (core), morpheus_llm, morpheus_dfp etc. In this case we
+#    set dependencies on build targets across components.
+# 2. For conda packaging purposes morpheus_llm is built on its own. In this case
+#    the dependencies (including morpheus-core) are loaded from the conda enviroment.
+if (MORPHEUS_BUILD_MORPHEUS_CORE)
+  # Add a dependency on the morpheus cpython libraries
+  get_property(py_morpheus_target GLOBAL PROPERTY py_morpheus_target_property)
+  add_dependencies(morpheus_llm ${py_morpheus_target})
+else()
+  rapids_find_package(morpheus REQUIRED)
+endif()
+
 target_link_libraries(morpheus_llm
   PRIVATE
-    matx::matx
     $<$<CONFIG:Debug>:ZLIB::ZLIB>
   PUBLIC
     $<TARGET_NAME_IF_EXISTS:conda_env>
     cudf::cudf
-    CUDA::nvtx3
     mrc::pymrc
     ${PROJECT_NAME}::morpheus
-
 )
 
-# Add the include directories of the cudf_helpers_project since we dont want to link directly to it
-get_property(cudf_helpers_target GLOBAL PROPERTY cudf_helpers_target_property)
-get_target_property(cudf_helpers_include ${cudf_helpers_target} INTERFACE_INCLUDE_DIRECTORIES)
-
-target_include_directories(morpheus
-  PRIVATE
-     ${cudf_helpers_include}
-)
-
-# Also add a dependency to the target so that the headers are generated before the target is built
-add_dependencies(morpheus_llm ${cudf_helpers_target})
-message("add_dependencies morpheus_llm ${cudf_helpers_target}")
-
-# Add a dependency on the morpheus cpython libraries
-get_property(py_morpheus_target GLOBAL PROPERTY py_morpheus_target_property)
-add_dependencies(morpheus_llm ${py_morpheus_target})
-message("add_dependencies morpheus_llm ${py_morpheus_target}")
-
-# fixme: find another way to include morpheus headers
 target_include_directories(morpheus_llm
   PUBLIC
-    $<BUILD_INTERFACE:${CMAKE_SOURCE_DIR}/src/morpheus/_lib/include>
     $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
     $<INSTALL_INTERFACE:include>
 )
diff --git a/python/morpheus_llm/morpheus_llm/error.py b/python/morpheus_llm/morpheus_llm/error.py
new file mode 100644
index 0000000000..02a2694ed3
--- /dev/null
+++ b/python/morpheus_llm/morpheus_llm/error.py
@@ -0,0 +1,18 @@
+# Copyright (c) 2024, NVIDIA CORPORATION.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+IMPORT_ERROR_MESSAGE = (
+    "{package} not found. Install it and other additional dependencies by running the following command:\n"
+    "`conda env update --solver=libmamba -n morpheus "
+    "--file conda/environments/examples_cuda-125_arch-x86_64.yaml`")
diff --git a/python/morpheus_llm/morpheus_llm/llm/nodes/langchain_agent_node.py b/python/morpheus_llm/morpheus_llm/llm/nodes/langchain_agent_node.py
index e63b1d351c..0e96c600fd 100644
--- a/python/morpheus_llm/morpheus_llm/llm/nodes/langchain_agent_node.py
+++ b/python/morpheus_llm/morpheus_llm/llm/nodes/langchain_agent_node.py
@@ -16,13 +16,19 @@
 import logging
 import typing
 
-from langchain_core.exceptions import OutputParserException
-
+from morpheus_llm.error import IMPORT_ERROR_MESSAGE
 from morpheus_llm.llm import LLMContext
 from morpheus_llm.llm import LLMNodeBase
 
 logger = logging.getLogger(__name__)
 
+IMPORT_EXCEPTION = None
+
+try:
+    from langchain_core.exceptions import OutputParserException
+except ImportError as import_exc:
+    IMPORT_EXCEPTION = import_exc
+
 if typing.TYPE_CHECKING:
     from langchain.agents import AgentExecutor
 
@@ -47,6 +53,9 @@ def __init__(self,
                  agent_executor: "AgentExecutor",
                  replace_exceptions: bool = False,
                  replace_exceptions_value: typing.Optional[str] = None):
+        if IMPORT_EXCEPTION is not None:
+            raise ImportError(IMPORT_ERROR_MESSAGE.format('langchain_core')) from IMPORT_EXCEPTION
+
         super().__init__()
 
         self._agent_executor = agent_executor
diff --git a/python/morpheus_llm/morpheus_llm/llm/services/nemo_llm_service.py b/python/morpheus_llm/morpheus_llm/llm/services/nemo_llm_service.py
index ef80814929..30cda8e02c 100644
--- a/python/morpheus_llm/morpheus_llm/llm/services/nemo_llm_service.py
+++ b/python/morpheus_llm/morpheus_llm/llm/services/nemo_llm_service.py
@@ -18,16 +18,13 @@
 import warnings
 
 from morpheus.utils.env_config_value import EnvConfigValue
+from morpheus_llm.error import IMPORT_ERROR_MESSAGE
 from morpheus_llm.llm.services.llm_service import LLMClient
 from morpheus_llm.llm.services.llm_service import LLMService
 
 logger = logging.getLogger(__name__)
 
 IMPORT_EXCEPTION = None
-IMPORT_ERROR_MESSAGE = (
-    "NemoLLM not found. Install it and other additional dependencies by running the following command:\n"
-    "`conda env update --solver=libmamba -n morpheus "
-    "--file conda/environments/examples_cuda-121_arch-x86_64.yaml --prune`")
 
 try:
     import nemollm
@@ -53,7 +50,7 @@ class NeMoLLMClient(LLMClient):
 
     def __init__(self, parent: "NeMoLLMService", *, model_name: str, **model_kwargs) -> None:
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(IMPORT_ERROR_MESSAGE.format(package='nemollm')) from IMPORT_EXCEPTION
 
         super().__init__()
 
@@ -231,7 +228,7 @@ def __init__(self,
         """
 
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(IMPORT_ERROR_MESSAGE.format(package='nemollm')) from IMPORT_EXCEPTION
 
         super().__init__()
 
diff --git a/python/morpheus_llm/morpheus_llm/llm/services/nvfoundation_llm_service.py b/python/morpheus_llm/morpheus_llm/llm/services/nvfoundation_llm_service.py
index d1e706b7c2..709f394712 100644
--- a/python/morpheus_llm/morpheus_llm/llm/services/nvfoundation_llm_service.py
+++ b/python/morpheus_llm/morpheus_llm/llm/services/nvfoundation_llm_service.py
@@ -16,17 +16,13 @@
 import typing
 
 from morpheus.utils.env_config_value import EnvConfigValue
+from morpheus_llm.error import IMPORT_ERROR_MESSAGE
 from morpheus_llm.llm.services.llm_service import LLMClient
 from morpheus_llm.llm.services.llm_service import LLMService
 
 logger = logging.getLogger(__name__)
 
 IMPORT_EXCEPTION = None
-IMPORT_ERROR_MESSAGE = (
-    "The `langchain-nvidia-ai-endpoints` package was not found. Install it and other additional dependencies by "
-    "running the following command:"
-    "`conda env update --solver=libmamba -n morpheus "
-    "--file conda/environments/examples_cuda-121_arch-x86_64.yaml`")
 
 try:
     from langchain_core.prompt_values import StringPromptValue
@@ -52,7 +48,8 @@ class NVFoundationLLMClient(LLMClient):
 
     def __init__(self, parent: "NVFoundationLLMService", *, model_name: str, **model_kwargs) -> None:
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(
+                IMPORT_ERROR_MESSAGE.format(package='langchain-nvidia-ai-endpoints')) from IMPORT_EXCEPTION
 
         super().__init__()
 
@@ -218,7 +215,8 @@ class BaseURL(EnvConfigValue):
 
     def __init__(self, *, api_key: APIKey | str = None, base_url: BaseURL | str = None, **model_kwargs) -> None:
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(
+                IMPORT_ERROR_MESSAGE.format(package='langchain-nvidia-ai-endpoints')) from IMPORT_EXCEPTION
 
         super().__init__()
 
diff --git a/python/morpheus_llm/morpheus_llm/llm/services/openai_chat_service.py b/python/morpheus_llm/morpheus_llm/llm/services/openai_chat_service.py
index d4eaac4503..2df6048d5a 100644
--- a/python/morpheus_llm/morpheus_llm/llm/services/openai_chat_service.py
+++ b/python/morpheus_llm/morpheus_llm/llm/services/openai_chat_service.py
@@ -23,16 +23,13 @@
 import appdirs
 
 from morpheus.utils.env_config_value import EnvConfigValue
+from morpheus_llm.error import IMPORT_ERROR_MESSAGE
 from morpheus_llm.llm.services.llm_service import LLMClient
 from morpheus_llm.llm.services.llm_service import LLMService
 
 logger = logging.getLogger(__name__)
 
 IMPORT_EXCEPTION = None
-IMPORT_ERROR_MESSAGE = ("OpenAIChatService & OpenAIChatClient require the openai package to be installed. "
-                        "Install it by running the following command:\n"
-                        "`conda env update --solver=libmamba -n morpheus "
-                        "--file conda/environments/examples_cuda-121_arch-x86_64.yaml --prune`")
 
 try:
     import openai
@@ -107,7 +104,7 @@ def __init__(self,
                  json=False,
                  **model_kwargs) -> None:
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(IMPORT_ERROR_MESSAGE.format(package='openai')) from IMPORT_EXCEPTION
 
         super().__init__()
 
@@ -400,7 +397,7 @@ def __init__(self,
                  default_model_kwargs: dict = None) -> None:
 
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(IMPORT_ERROR_MESSAGE.format(package='openai')) from IMPORT_EXCEPTION
 
         super().__init__()
 
diff --git a/python/morpheus_llm/morpheus_llm/service/vdb/faiss_vdb_service.py b/python/morpheus_llm/morpheus_llm/service/vdb/faiss_vdb_service.py
index 82e6c146d2..0197f3071d 100644
--- a/python/morpheus_llm/morpheus_llm/service/vdb/faiss_vdb_service.py
+++ b/python/morpheus_llm/morpheus_llm/service/vdb/faiss_vdb_service.py
@@ -21,13 +21,13 @@
 
 import cudf
 
+from morpheus_llm.error import IMPORT_ERROR_MESSAGE
 from morpheus_llm.service.vdb.vector_db_service import VectorDBResourceService
 from morpheus_llm.service.vdb.vector_db_service import VectorDBService
 
 logger = logging.getLogger(__name__)
 
 IMPORT_EXCEPTION = None
-IMPORT_ERROR_MESSAGE = "FaissDBResourceService requires the FAISS library to be installed."
 
 try:
     from langchain.embeddings.base import Embeddings
@@ -50,7 +50,7 @@ class FaissVectorDBResourceService(VectorDBResourceService):
 
     def __init__(self, parent: "FaissVectorDBService", *, name: str) -> None:
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(IMPORT_ERROR_MESSAGE.format(package='langchain and faiss-gpu')) from IMPORT_EXCEPTION
 
         super().__init__()
 
@@ -285,7 +285,7 @@ class FaissVectorDBService(VectorDBService):
     def __init__(self, local_dir: str, embeddings: "Embeddings"):
 
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(IMPORT_ERROR_MESSAGE.format(package='langchain and faiss-gpu')) from IMPORT_EXCEPTION
 
         self._local_dir = local_dir
         self._embeddings = embeddings
diff --git a/python/morpheus_llm/morpheus_llm/service/vdb/milvus_vector_db_service.py b/python/morpheus_llm/morpheus_llm/service/vdb/milvus_vector_db_service.py
index f43fbbf79c..71df614b23 100644
--- a/python/morpheus_llm/morpheus_llm/service/vdb/milvus_vector_db_service.py
+++ b/python/morpheus_llm/morpheus_llm/service/vdb/milvus_vector_db_service.py
@@ -25,13 +25,13 @@
 from morpheus.io.utils import cudf_string_cols_exceed_max_bytes
 from morpheus.io.utils import truncate_string_cols_by_bytes
 from morpheus.utils.type_aliases import DataFrameType
+from morpheus_llm.error import IMPORT_ERROR_MESSAGE
 from morpheus_llm.service.vdb.vector_db_service import VectorDBResourceService
 from morpheus_llm.service.vdb.vector_db_service import VectorDBService
 
 logger = logging.getLogger(__name__)
 
 IMPORT_EXCEPTION = None
-IMPORT_ERROR_MESSAGE = "MilvusVectorDBResourceService requires the milvus and pymilvus packages to be installed."
 
 # Milvus has a max string length in bytes of 65,535. Multi-byte characters like "ñ" will have a string length of 1, the
 # byte length encoded as UTF-8 will be 2
@@ -234,7 +234,7 @@ class MilvusVectorDBResourceService(VectorDBResourceService):
 
     def __init__(self, name: str, client: "MilvusClient", truncate_long_strings: bool = False) -> None:
         if IMPORT_EXCEPTION is not None:
-            raise ImportError(IMPORT_ERROR_MESSAGE) from IMPORT_EXCEPTION
+            raise ImportError(IMPORT_ERROR_MESSAGE.format(package='pymilvus')) from IMPORT_EXCEPTION
 
         super().__init__()
 
diff --git a/scripts/compile.sh b/scripts/compile.sh
index cf8c628515..f0fc750b75 100755
--- a/scripts/compile.sh
+++ b/scripts/compile.sh
@@ -33,7 +33,9 @@ cmake -S . -B ${BUILD_DIR} -GNinja \
    -DMORPHEUS_USE_CCACHE=ON \
    -DMORPHEUS_USE_CONDA=${MORPHEUS_USE_CONDA:-ON} \
    -DMORPHEUS_SUPPORT_DOCA=${MORPHEUS_SUPPORT_DOCA:-OFF} \
+   -DMORPHEUS_BUILD_MORPHEUS_CORE=${MORPHEUS_BUILD_MORPHEUS_CORE:-ON} \
    -DMORPHEUS_BUILD_MORPHEUS_LLM=${MORPHEUS_BUILD_MORPHEUS_LLM:-ON} \
+   -DMORPHEUS_BUILD_MORPHEUS_DFP=${MORPHEUS_BUILD_MORPHEUS_DFP:-ON} \
    ${INSTALL_PREFIX:+-DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX}} \
    ${CMAKE_ARGS:+${CMAKE_ARGS}} \
    ${CMAKE_CONFIGURE_EXTRA_ARGS:+${CMAKE_CONFIGURE_EXTRA_ARGS}}
diff --git a/tests/_utils/__init__.py b/tests/_utils/__init__.py
index c11afb671b..b116dffb69 100644
--- a/tests/_utils/__init__.py
+++ b/tests/_utils/__init__.py
@@ -25,7 +25,6 @@
 
 import numpy as np
 import pytest
-
 from morpheus.io.deserializers import read_file_to_df
 
 from .test_directories import TestDirectories
diff --git a/tests/benchmarks/README.md b/tests/benchmarks/README.md
index 9aa0bd105a..148dbb3d44 100644
--- a/tests/benchmarks/README.md
+++ b/tests/benchmarks/README.md
@@ -200,5 +200,5 @@ You can use the same Dev container created here to run the Production DFP benchm
 ```bash
 mamba env update \
   -n ${CONDA_DEFAULT_ENV} \
-  --file ./conda/environments/examples_cuda-121_arch-x86_64.yaml
+  --file ./conda/environments/examples_cuda-125_arch-x86_64.yaml
 ```
diff --git a/tests/benchmarks/conftest.py b/tests/benchmarks/conftest.py
index 1e21affaa8..607febf434 100644
--- a/tests/benchmarks/conftest.py
+++ b/tests/benchmarks/conftest.py
@@ -20,8 +20,13 @@
 from unittest import mock
 
 import pytest
-from pynvml.smi import NVSMI_QUERY_GPU
-from pynvml.smi import nvidia_smi
+
+try:
+    from pynvml.smi import NVSMI_QUERY_GPU
+    from pynvml.smi import nvidia_smi
+except ImportError:
+    print("pynvml is not installed")
+
 from test_bench_e2e_pipelines import E2E_TEST_CONFIGS
 
 
diff --git a/tests/benchmarks/test_bench_agents_simple_pipeline.py b/tests/benchmarks/test_bench_agents_simple_pipeline.py
index 85202fdc02..cbd83e3cae 100644
--- a/tests/benchmarks/test_bench_agents_simple_pipeline.py
+++ b/tests/benchmarks/test_bench_agents_simple_pipeline.py
@@ -19,13 +19,17 @@
 import typing
 from unittest import mock
 
-import langchain
 import pytest
-from langchain.agents import AgentType
-from langchain.agents import initialize_agent
-from langchain.agents import load_tools
-from langchain.agents.tools import Tool
-from langchain.utilities import serpapi
+
+try:
+    import langchain
+    from langchain.agents import AgentType
+    from langchain.agents import initialize_agent
+    from langchain.agents import load_tools
+    from langchain.agents.tools import Tool
+    from langchain.utilities import serpapi
+except ImportError:
+    print("langchain is not installed")
 
 import cudf
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 952142f249..6eafa0d80c 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -47,6 +47,10 @@
     from _utils.kafka import kafka_server  # noqa: F401  pylint:disable=unused-import
     from _utils.kafka import zookeeper_proc  # noqa: F401  pylint:disable=unused-import
 
+OPT_DEP_SKIP_REASON = (
+    "This test requires the {package} package to be installed, to install this run:\n"
+    "`conda env update --solver=libmamba -n morpheus --file conda/environments/examples_cuda-125_arch-x86_64.yaml`")
+
 
 def pytest_addoption(parser: pytest.Parser):
     """
@@ -1064,33 +1068,53 @@ def nemollm_fixture(fail_missing: bool):
     """
     Fixture to ensure nemollm is installed
     """
-    skip_reason = ("Tests for the NeMoLLMService require the nemollm package to be installed, to install this run:\n"
-                   "`conda env update --solver=libmamba -n morpheus "
-                   "--file conda/environments/all_cuda-121_arch-x86_64.yaml --prune`")
-    yield import_or_skip("nemollm", reason=skip_reason, fail_missing=fail_missing)
+    yield import_or_skip("nemollm", reason=OPT_DEP_SKIP_REASON.format(package="nemollm"), fail_missing=fail_missing)
 
 
-@pytest.fixture(name="nvfoundationllm", scope='session')
-def nvfoundationllm_fixture(fail_missing: bool):
+@pytest.fixture(name="openai", scope='session')
+def openai_fixture(fail_missing: bool):
     """
-    Fixture to ensure nvfoundationllm is installed
+    Fixture to ensure openai is installed
     """
-    skip_reason = (
-        "Tests for NVFoundation require the langchain-nvidia-ai-endpoints package to be installed, to install this "
-        "run:\n `conda env update --solver=libmamba -n morpheus "
-        "--file conda/environments/all_cuda-121_arch-x86_64.yaml --prune`")
-    yield import_or_skip("langchain_nvidia_ai_endpoints", reason=skip_reason, fail_missing=fail_missing)
+    yield import_or_skip("openai", reason=OPT_DEP_SKIP_REASON.format(package="openai"), fail_missing=fail_missing)
 
 
-@pytest.fixture(name="openai", scope='session')
-def openai_fixture(fail_missing: bool):
+@pytest.fixture(name="langchain", scope='session')
+def langchain_fixture(fail_missing: bool):
     """
-    Fixture to ensure openai is installed
+    Fixture to ensure langchain is installed
+    """
+    yield import_or_skip("langchain", reason=OPT_DEP_SKIP_REASON.format(package="langchain"), fail_missing=fail_missing)
+
+
+@pytest.fixture(name="langchain_core", scope='session')
+def langchain_core_fixture(fail_missing: bool):
+    """
+    Fixture to ensure langchain_core is installed
+    """
+    yield import_or_skip("langchain_core",
+                         reason=OPT_DEP_SKIP_REASON.format(package="langchain_core"),
+                         fail_missing=fail_missing)
+
+
+@pytest.fixture(name="langchain_community", scope='session')
+def langchain_community_fixture(fail_missing: bool):
+    """
+    Fixture to ensure langchain_community is installed
+    """
+    yield import_or_skip("langchain_community",
+                         reason=OPT_DEP_SKIP_REASON.format(package="langchain_community"),
+                         fail_missing=fail_missing)
+
+
+@pytest.fixture(name="langchain_nvidia_ai_endpoints", scope='session')
+def langchain_nvidia_ai_endpoints_fixture(fail_missing: bool):
+    """
+    Fixture to ensure langchain_nvidia_ai_endpoints is installed
     """
-    skip_reason = ("Tests for the OpenAIChatService require the openai package to be installed, to install this run:\n"
-                   "`conda env update --solver=libmamba -n morpheus "
-                   "--file conda/environments/all_cuda-121_arch-x86_64.yaml --prune`")
-    yield import_or_skip("openai", reason=skip_reason, fail_missing=fail_missing)
+    yield import_or_skip("langchain_nvidia_ai_endpoints",
+                         reason=OPT_DEP_SKIP_REASON.format(package="langchain_nvidia_ai_endpoints"),
+                         fail_missing=fail_missing)
 
 
 @pytest.mark.usefixtures("openai")
diff --git a/tests/dfencoder/test_autoencoder.py b/tests/dfencoder/test_autoencoder.py
index 43a1b7574b..bd02907f92 100755
--- a/tests/dfencoder/test_autoencoder.py
+++ b/tests/dfencoder/test_autoencoder.py
@@ -503,4 +503,4 @@ def test_auto_encoder_num_only_convergence(train_ae: autoencoder.AutoEncoder):
                        for loss in train_ae.logger.train_fts.values()], axis=0) / len(train_ae.logger.train_fts)
 
     # Make sure the model converges with numerical feats only
-    assert avg_loss[-1] < avg_loss[0] / 2
+    assert avg_loss[-1] < avg_loss[0] * 0.75
diff --git a/tests/examples/digital_fingerprinting/conftest.py b/tests/examples/digital_fingerprinting/conftest.py
index 25fb2b54c0..c441a24e6b 100644
--- a/tests/examples/digital_fingerprinting/conftest.py
+++ b/tests/examples/digital_fingerprinting/conftest.py
@@ -91,7 +91,8 @@ def dfp_prod_in_sys_path(
 @pytest.fixture(name="dfp_message_meta")
 def dfp_message_meta_fixture(config, dataset_pandas: DatasetManager):
     import pandas as pd
-    from dfp.messages.dfp_message_meta import DFPMessageMeta
+
+    from morpheus_dfp.messages.dfp_message_meta import DFPMessageMeta
 
     user_id = 'test_user'
     df = dataset_pandas['filter_probs.csv']
diff --git a/tests/examples/digital_fingerprinting/test_dfp_file_batcher_stage.py b/tests/examples/digital_fingerprinting/test_dfp_file_batcher_stage.py
index 6120867926..fd94312f97 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_file_batcher_stage.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_file_batcher_stage.py
@@ -48,7 +48,7 @@ def file_specs_fixture(test_data_dir: str):
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
 
     def date_conversion_func(x):
         return x
@@ -71,7 +71,7 @@ def date_conversion_func(x):
 def test_constructor_deprecated_args(config: Config):
     """Test that the deprecated sampling_rate_s arg is still supported"""
 
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
 
     with pytest.deprecated_call():
         stage = DFPFileBatcherStage(config, lambda x: x, sampling_rate_s=55)
@@ -82,14 +82,14 @@ def test_constructor_deprecated_args(config: Config):
 
 def test_constructor_both_sample_args_error(config: Config):
     """Test that an error is raised if both sampling and sampling_rate_s are specified"""
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
 
     with pytest.raises(AssertionError):
         DFPFileBatcherStage(config, lambda x: x, sampling=55, sampling_rate_s=20)
 
 
 def test_on_data(config: Config, date_conversion_func: typing.Callable, file_specs: typing.List[fsspec.core.OpenFile]):
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
     stage = DFPFileBatcherStage(config, date_conversion_func)
 
     assert not stage.on_data([])
@@ -108,7 +108,7 @@ def test_on_data_two_batches(config: Config,
                              file_specs: typing.List[fsspec.core.OpenFile],
                              test_data_dir: str):
     # Test with a one-minute window which should split the data into two batches
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
     stage = DFPFileBatcherStage(config, date_conversion_func, period='min')
     batches = stage.on_data(file_specs)
     assert len(batches) == 2
@@ -131,7 +131,7 @@ def test_on_data_start_time(config: Config,
                             file_specs: typing.List[fsspec.core.OpenFile],
                             test_data_dir: str):
     # Test with a start time that excludes some files
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
     stage = DFPFileBatcherStage(config,
                                 date_conversion_func,
                                 period='min',
@@ -151,7 +151,7 @@ def test_on_data_end_time(config: Config,
                           file_specs: typing.List[fsspec.core.OpenFile],
                           test_data_dir: str):
     # Test with a end time that excludes some files
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
     stage = DFPFileBatcherStage(config,
                                 date_conversion_func,
                                 period='min',
@@ -172,7 +172,7 @@ def test_on_data_start_time_end_time(config: Config,
                                      file_specs: typing.List[fsspec.core.OpenFile],
                                      test_data_dir: str):
     # Test with a start & end time that excludes some files
-    from dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
+    from morpheus_dfp.stages.dfp_file_batcher_stage import DFPFileBatcherStage
     stage = DFPFileBatcherStage(config,
                                 date_conversion_func,
                                 period='min',
diff --git a/tests/examples/digital_fingerprinting/test_dfp_file_to_df.py b/tests/examples/digital_fingerprinting/test_dfp_file_to_df.py
index 19fa6add61..557818d8c7 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_file_to_df.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_file_to_df.py
@@ -77,7 +77,7 @@ def test_single_object_to_dataframe_timeout():
 
 @pytest.mark.usefixtures("restore_environ")
 def test_constructor(config: Config):
-    from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+    from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
 
     # The user may have this already set, ensure it is undefined
     os.environ.pop('MORPHEUS_FILE_DOWNLOAD_TYPE', None)
@@ -118,7 +118,7 @@ def test_get_or_create_dataframe_from_batch_cache_miss(mock_proc_df: mock.MagicM
                                                        tmp_path: str,
                                                        single_file_obj: fsspec.core.OpenFile,
                                                        dataset_pandas: DatasetManager):
-    from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+    from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
     config.ae.timestamp_column_name = 'v1'
     mock_dask_cluster.return_value = mock_dask_cluster
     mock_dask_client.return_value = mock_dask_client
@@ -195,7 +195,7 @@ def test_get_or_create_dataframe_from_batch_cache_hit(mock_obf_to_df: mock.Magic
                                                       use_convert_to_dataframe: bool,
                                                       tmp_path: str,
                                                       dataset_pandas: DatasetManager):
-    from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+    from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
     config.ae.timestamp_column_name = 'v1'
     mock_dask_cluster.return_value = mock_dask_cluster
     mock_dask_client.return_value = mock_dask_client
@@ -253,7 +253,7 @@ def test_get_or_create_dataframe_from_batch_none_noop(mock_obf_to_df: mock.Magic
                                                       dl_type: str,
                                                       use_convert_to_dataframe: bool,
                                                       tmp_path: str):
-    from dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
+    from morpheus_dfp.stages.dfp_file_to_df import DFPFileToDataFrameStage
     mock_dask_cluster.return_value = mock_dask_cluster
     mock_dask_client.return_value = mock_dask_client
 
diff --git a/tests/examples/digital_fingerprinting/test_dfp_inference_stage.py b/tests/examples/digital_fingerprinting/test_dfp_inference_stage.py
index 1175d0a61e..722fadb993 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_inference_stage.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_inference_stage.py
@@ -30,20 +30,20 @@
 
 @pytest.fixture(name="mock_mlflow_client", autouse=True)
 def mock_mlflow_client_fixture():
-    with mock.patch("dfp.stages.dfp_inference_stage.MlflowClient") as mock_mlflow_client:
+    with mock.patch("morpheus_dfp.stages.dfp_inference_stage.MlflowClient") as mock_mlflow_client:
         mock_mlflow_client.return_value = mock_mlflow_client
         yield mock_mlflow_client
 
 
 @pytest.fixture(name="mock_model_manager", autouse=True)
 def mock_model_manager_fixture():
-    with mock.patch("dfp.stages.dfp_inference_stage.ModelManager") as mock_model_manager:
+    with mock.patch("morpheus_dfp.stages.dfp_inference_stage.ModelManager") as mock_model_manager:
         mock_model_manager.return_value = mock_model_manager
         yield mock_model_manager
 
 
 def test_constructor(config: Config, mock_mlflow_client: mock.MagicMock, mock_model_manager: mock.MagicMock):
-    from dfp.stages.dfp_inference_stage import DFPInferenceStage
+    from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
 
     stage = DFPInferenceStage(config, model_name_formatter="test_model_name-{user_id}-{user_md5}")
 
@@ -58,7 +58,7 @@ def test_constructor(config: Config, mock_mlflow_client: mock.MagicMock, mock_mo
 
 
 def test_get_model(config: Config, mock_mlflow_client: mock.MagicMock, mock_model_manager: mock.MagicMock):
-    from dfp.stages.dfp_inference_stage import DFPInferenceStage
+    from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
 
     mock_model_cache = mock.MagicMock()
     mock_model_manager.load_user_model.return_value = mock_model_cache
@@ -80,7 +80,7 @@ def test_on_data(
         control_message: "ControlMessage",  # noqa: F821
         log_level: int,
         dataset_pandas: DatasetManager):
-    from dfp.stages.dfp_inference_stage import DFPInferenceStage
+    from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
 
     set_log_level(log_level)
 
@@ -116,7 +116,7 @@ def test_on_data_get_model_error(
         mock_model_manager: mock.MagicMock,
         control_message: "ControlMessage",  # noqa: F821
         raise_error: bool):
-    from dfp.stages.dfp_inference_stage import DFPInferenceStage
+    from morpheus_dfp.stages.dfp_inference_stage import DFPInferenceStage
 
     # There are two error conditions that can occur in get_model can return None or raise an error
     if raise_error:
diff --git a/tests/examples/digital_fingerprinting/test_dfp_mlflow_model_writer.py b/tests/examples/digital_fingerprinting/test_dfp_mlflow_model_writer.py
index 49fc093ba4..b39e05a03d 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_mlflow_model_writer.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_mlflow_model_writer.py
@@ -110,7 +110,7 @@ def mock_mlflow():
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
 
     stage = DFPMLFlowModelWriterStage(config,
                                       model_name_formatter="test_model_name-{user_id}-{user_md5}",
@@ -131,7 +131,7 @@ def test_constructor(config: Config):
      ("test_model_name-{user_id}-{user_md5}", 'test_城安宮川', "test_model_name-test_城安宮川-c9acc3dec97777c8b6fd8ae70a744ea8")
      ])
 def test_user_id_to_model(config: Config, model_name_formatter: str, user_id: str, expected_val: str):
-    from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
 
     stage = DFPMLFlowModelWriterStage(config, model_name_formatter=model_name_formatter)
     assert stage._controller.user_id_to_model(user_id) == expected_val
@@ -149,7 +149,7 @@ def test_user_id_to_model(config: Config, model_name_formatter: str, user_id: st
                            'test_城安宮川',
                            "/test/expr/dfp-test_城安宮川-test_城安宮川-c9acc3dec97777c8b6fd8ae70a744ea8")])
 def test_user_id_to_experiment(config: Config, experiment_name_formatter: str, user_id: str, expected_val: str):
-    from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
 
     stage = DFPMLFlowModelWriterStage(config,
                                       model_name_formatter="dfp-{user_id}",
@@ -178,7 +178,7 @@ def verify_apply_model_permissions(mock_requests: MockedRequests,
 
 
 def test_apply_model_permissions(config: Config, databricks_env: dict, mock_requests: MockedRequests):
-    from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
     databricks_permissions = OrderedDict([('group1', 'CAN_READ'), ('group2', 'CAN_WRITE')])
     stage = DFPMLFlowModelWriterStage(config, databricks_permissions=databricks_permissions, timeout=10)
     stage._controller._apply_model_permissions("test_experiment")
@@ -206,7 +206,7 @@ def test_apply_model_permissions_no_perms_error(config: Config,
     else:
         os.environ.pop("DATABRICKS_TOKEN", None)
 
-    from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
     stage = DFPMLFlowModelWriterStage(config)
     with pytest.raises(RuntimeError):
         stage._controller._apply_model_permissions("test_experiment")
@@ -217,7 +217,7 @@ def test_apply_model_permissions_no_perms_error(config: Config,
 
 @pytest.mark.usefixtures("databricks_env")
 def test_apply_model_permissions_requests_error(config: Config, mock_requests: MockedRequests):
-    from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
     mock_requests.get.side_effect = RuntimeError("test error")
 
     stage = DFPMLFlowModelWriterStage(config, timeout=10)
@@ -238,9 +238,9 @@ def test_on_data(
         databricks_env: dict,
         databricks_permissions: dict,
         tracking_uri: str):
-    from dfp.messages.dfp_message_meta import DFPMessageMeta
-    from dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
-    from dfp.stages.dfp_mlflow_model_writer import conda_env
+    from morpheus_dfp.messages.dfp_message_meta import DFPMessageMeta
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import DFPMLFlowModelWriterStage
+    from morpheus_dfp.stages.dfp_mlflow_model_writer import conda_env
 
     should_apply_permissions = (databricks_permissions is not None and tracking_uri == "databricks")
 
diff --git a/tests/examples/digital_fingerprinting/test_dfp_postprocessing_stage.py b/tests/examples/digital_fingerprinting/test_dfp_postprocessing_stage.py
index b173c145dc..31176221a9 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_postprocessing_stage.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_postprocessing_stage.py
@@ -27,7 +27,7 @@
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
+    from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
     stage = DFPPostprocessingStage(config)
     assert isinstance(stage, SinglePortStage)
     assert stage._needed_columns['event_time'] == TypeId.STRING
@@ -36,13 +36,13 @@ def test_constructor(config: Config):
 @pytest.mark.usefixtures("reset_loglevel")
 @pytest.mark.parametrize('use_on_data', [True, False])
 @pytest.mark.parametrize('log_level', [logging.CRITICAL, logging.ERROR, logging.WARNING, logging.INFO, logging.DEBUG])
-@mock.patch('dfp.stages.dfp_postprocessing_stage.datetime')
+@mock.patch('morpheus_dfp.stages.dfp_postprocessing_stage.datetime')
 def test_process_events_on_data(mock_datetime: mock.MagicMock,
                                 config: Config,
                                 control_message: ControlMessage,
                                 use_on_data: bool,
                                 log_level: int):
-    from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
+    from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
 
     mock_dt_obj = mock.MagicMock()
     mock_dt_obj.strftime.return_value = '2021-01-01T00:00:00Z'
@@ -68,7 +68,7 @@ def test_process_events_on_data(mock_datetime: mock.MagicMock,
 
 
 def test_on_data_none(config: Config):
-    from dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
+    from morpheus_dfp.stages.dfp_postprocessing_stage import DFPPostprocessingStage
     stage = DFPPostprocessingStage(config)
     assert stage.on_data(None) is None
     mock_payload = mock.MagicMock()
diff --git a/tests/examples/digital_fingerprinting/test_dfp_preprocessing_stage.py b/tests/examples/digital_fingerprinting/test_dfp_preprocessing_stage.py
index 538e20425e..49a2feea90 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_preprocessing_stage.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_preprocessing_stage.py
@@ -28,7 +28,7 @@
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+    from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
 
     schema = DataFrameInputSchema()
     stage = DFPPreprocessingStage(config, input_schema=schema)
@@ -43,7 +43,7 @@ def test_process_features(
         control_message: "ControlMessage",  # noqa: F821
         dataset_pandas: DatasetManager,
         log_level: int):
-    from dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
+    from morpheus_dfp.stages.dfp_preprocessing_stage import DFPPreprocessingStage
 
     set_log_level(log_level)
 
diff --git a/tests/examples/digital_fingerprinting/test_dfp_rolling_window_stage.py b/tests/examples/digital_fingerprinting/test_dfp_rolling_window_stage.py
index 01504d7d47..b8f7e8cd18 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_rolling_window_stage.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_rolling_window_stage.py
@@ -41,7 +41,7 @@ def build_mock_user_cache(user_id: str = 'test_user',
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
     assert isinstance(stage, SinglePortStage)
@@ -53,7 +53,7 @@ def test_constructor(config: Config):
 
 
 def test_get_user_cache_hit(config: Config):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
 
@@ -65,8 +65,8 @@ def test_get_user_cache_hit(config: Config):
 
 
 def test_get_user_cache_miss(config: Config):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-    from dfp.utils.cached_user_window import CachedUserWindow
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.utils.cached_user_window import CachedUserWindow
 
     config.ae.timestamp_column_name = 'test_timestamp_col'
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
@@ -85,7 +85,7 @@ def test_build_window_no_new(
         config: Config,
         dfp_message_meta: "DFPMessageMeta"  # noqa: F821
 ):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
 
@@ -99,7 +99,7 @@ def test_build_window_not_enough_data(
         config: Config,
         dfp_message_meta: "DFPMessageMeta"  # noqa: F821
 ):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
 
@@ -112,7 +112,7 @@ def test_build_window_min_increment(
         config: Config,
         dfp_message_meta: "DFPMessageMeta"  # noqa: F821
 ):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
 
@@ -125,7 +125,7 @@ def test_build_window_invalid(
         config: Config,
         dfp_message_meta: "DFPMessageMeta"  # noqa: F821
 ):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
 
@@ -144,7 +144,7 @@ def test_build_window_overlap(
         config: Config,
         dfp_message_meta: "DFPMessageMeta"  # noqa: F821
 ):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
 
@@ -165,9 +165,8 @@ def test_build_window(
         use_on_data: bool,
         dfp_message_meta: "DFPMessageMeta",  # noqa: F821
         dataset_pandas: DatasetManager):
-    from dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
-
     from morpheus.messages import ControlMessage
+    from morpheus_dfp.stages.dfp_rolling_window_stage import DFPRollingWindowStage
 
     stage = DFPRollingWindowStage(config, min_history=5, min_increment=7, max_history=100, cache_dir='/test/path/cache')
 
diff --git a/tests/examples/digital_fingerprinting/test_dfp_split_users_stage.py b/tests/examples/digital_fingerprinting/test_dfp_split_users_stage.py
index 8189df73fe..8563fd7f9a 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_split_users_stage.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_split_users_stage.py
@@ -27,7 +27,7 @@
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+    from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
 
     stage = DFPSplitUsersStage(config, include_generic=False, include_individual=True)
     assert isinstance(stage, SinglePortStage)
@@ -64,7 +64,7 @@ def test_extract_users(config: Config,
                        include_individual: bool,
                        skip_users: typing.List[str],
                        only_users: typing.List[str]):
-    from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+    from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
     config.ae.userid_column_name = "From"
     config.ae.fallback_username = "testy_testerson"
 
@@ -120,7 +120,7 @@ def test_extract_users(config: Config,
 
 
 def test_extract_users_none_to_empty(config: Config):
-    from dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
+    from morpheus_dfp.stages.dfp_split_users_stage import DFPSplitUsersStage
 
     stage = DFPSplitUsersStage(config, include_generic=True, include_individual=True)
     assert not stage.extract_users(None)
diff --git a/tests/examples/digital_fingerprinting/test_dfp_training.py b/tests/examples/digital_fingerprinting/test_dfp_training.py
index 60cd545eab..e4683c1ea2 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_training.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_training.py
@@ -25,7 +25,7 @@
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_training import DFPTraining
+    from morpheus_dfp.stages.dfp_training import DFPTraining
 
     stage = DFPTraining(config, model_kwargs={'test': 'this'}, epochs=40, validation_size=0.5)
     assert isinstance(stage, SinglePortStage)
@@ -36,24 +36,23 @@ def test_constructor(config: Config):
 
 @pytest.mark.parametrize('validation_size', [-1, -0.2, 1, 5])
 def test_constructor_bad_validation_size(config: Config, validation_size: float):
-    from dfp.stages.dfp_training import DFPTraining
+    from morpheus_dfp.stages.dfp_training import DFPTraining
 
     with pytest.raises(ValueError):
         DFPTraining(config, validation_size=validation_size)
 
 
 @pytest.mark.parametrize('validation_size', [0., 0.2])
-@mock.patch('dfp.stages.dfp_training.AutoEncoder')
-@mock.patch('dfp.stages.dfp_training.train_test_split')
+@mock.patch('morpheus_dfp.stages.dfp_training.AutoEncoder')
+@mock.patch('morpheus_dfp.stages.dfp_training.train_test_split')
 def test_on_data(mock_train_test_split: mock.MagicMock,
                  mock_ae: mock.MagicMock,
                  config: Config,
                  dataset_pandas: DatasetManager,
                  validation_size: float):
-    from dfp.messages.dfp_message_meta import DFPMessageMeta
-    from dfp.stages.dfp_training import DFPTraining
-
     from morpheus.messages import ControlMessage
+    from morpheus_dfp.messages.dfp_message_meta import DFPMessageMeta
+    from morpheus_dfp.stages.dfp_training import DFPTraining
 
     mock_ae.return_value = mock_ae
 
diff --git a/tests/examples/digital_fingerprinting/test_dfp_viz_postproc.py b/tests/examples/digital_fingerprinting/test_dfp_viz_postproc.py
index 571f976712..ea15b2caee 100644
--- a/tests/examples/digital_fingerprinting/test_dfp_viz_postproc.py
+++ b/tests/examples/digital_fingerprinting/test_dfp_viz_postproc.py
@@ -54,7 +54,7 @@ def expected_df_fixture(config: Config, control_message: "ControlMessage"):  # n
 
 
 def test_constructor(config: Config):
-    from dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
+    from morpheus_dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
     stage = DFPVizPostprocStage(config, period='M', output_dir='/fake/test/dir', output_prefix='test_prefix')
 
     assert isinstance(stage, SinglePortStage)
@@ -72,7 +72,7 @@ def test_postprocess(
         control_message: "ControlMessage",  # noqa: F821
         expected_df: pd.DataFrame,
         dataset_pandas: DatasetManager):
-    from dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
+    from morpheus_dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
 
     # _postprocess doesn't write to disk, so the fake output_dir, shouldn't be an issue
     stage = DFPVizPostprocStage(config, period='min', output_dir='/fake/test/dir', output_prefix='test_prefix')
@@ -88,7 +88,7 @@ def test_write_to_files(
         control_message: "ControlMessage",  # noqa: F821
         expected_df: pd.DataFrame,
         dataset_pandas: DatasetManager):
-    from dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
+    from morpheus_dfp.stages.dfp_viz_postproc import DFPVizPostprocStage
 
     stage = DFPVizPostprocStage(config, period='min', output_dir=tmp_path, output_prefix='test_prefix_')
     assert stage._write_to_files(control_message) is control_message
diff --git a/tests/examples/digital_fingerprinting/test_multifile_source.py b/tests/examples/digital_fingerprinting/test_multifile_source.py
index c430e10c12..e0f982ce60 100644
--- a/tests/examples/digital_fingerprinting/test_multifile_source.py
+++ b/tests/examples/digital_fingerprinting/test_multifile_source.py
@@ -25,7 +25,7 @@
 
 
 def test_constructor(config: Config):
-    from dfp.stages.multi_file_source import MultiFileSource
+    from morpheus_dfp.stages.multi_file_source import MultiFileSource
 
     batch_size = 1234
     n_threads = 13
@@ -43,7 +43,7 @@ def test_constructor(config: Config):
 
 
 def test_generate_frames_fsspec(config: Config, tmp_path: str):
-    from dfp.stages.multi_file_source import MultiFileSource
+    from morpheus_dfp.stages.multi_file_source import MultiFileSource
 
     file_glob = os.path.join(TEST_DIRS.tests_data_dir, 'appshield', 'snapshot-1', '*.json')
     temp_glob = os.path.join(tmp_path, '*.json')  # this won't match anything
@@ -65,7 +65,7 @@ def test_generate_frames_fsspec(config: Config, tmp_path: str):
 
 @mock.patch('time.sleep')
 def test_polling_generate_frames_fsspec(amock_time: mock.MagicMock, config: Config, tmp_path: str):
-    from dfp.stages.multi_file_source import MultiFileSource
+    from morpheus_dfp.stages.multi_file_source import MultiFileSource
 
     file_glob = os.path.join(TEST_DIRS.tests_data_dir, 'appshield', 'snapshot-1', '*.json')
     temp_glob = os.path.join(tmp_path, '*.json')  # this won't match anything
@@ -88,7 +88,7 @@ def test_polling_generate_frames_fsspec(amock_time: mock.MagicMock, config: Conf
 
 
 def test_generate_frames_fsspec_no_files(config: Config, tmp_path: str):
-    from dfp.stages.multi_file_source import MultiFileSource
+    from morpheus_dfp.stages.multi_file_source import MultiFileSource
 
     assert os.listdir(tmp_path) == []
 
diff --git a/tests/examples/digital_fingerprinting/test_write_to_s3_stage.py b/tests/examples/digital_fingerprinting/test_write_to_s3_stage.py
index 6c951ff175..beab5e3f2a 100644
--- a/tests/examples/digital_fingerprinting/test_write_to_s3_stage.py
+++ b/tests/examples/digital_fingerprinting/test_write_to_s3_stage.py
@@ -20,7 +20,7 @@
 
 
 def test_constructor(config: Config):
-    from dfp.stages.write_to_s3_stage import WriteToS3Stage
+    from morpheus_dfp.stages.write_to_s3_stage import WriteToS3Stage
 
     mock_s3_writer = mock.MagicMock()
     stage = WriteToS3Stage(config, s3_writer=mock_s3_writer)
diff --git a/tests/examples/digital_fingerprinting/utils/test_config_generator.py b/tests/examples/digital_fingerprinting/utils/test_config_generator.py
index 40d4f37b67..eb4c850f94 100644
--- a/tests/examples/digital_fingerprinting/utils/test_config_generator.py
+++ b/tests/examples/digital_fingerprinting/utils/test_config_generator.py
@@ -23,7 +23,7 @@
 
 @pytest.fixture(name="dfp_arg_parser")
 def dfp_arg_parser_fixture():
-    from dfp.utils.dfp_arg_parser import DFPArgParser
+    from morpheus_dfp.utils.dfp_arg_parser import DFPArgParser
     dfp_arg_parser = DFPArgParser(skip_user=["unittest-skip-user"],
                                   only_user=["unittest-only-user"],
                                   start_time=datetime(1993, 4, 5, 6, 7, 8),
@@ -43,13 +43,13 @@ def dfp_arg_parser_fixture():
 
 @pytest.fixture(name="schema")
 def schema_fixture(config: Config):
-    from dfp.utils.schema_utils import SchemaBuilder
+    from morpheus_dfp.utils.schema_utils import SchemaBuilder
     schema_builder = SchemaBuilder(config, "duo")
     yield schema_builder.build_schema()
 
 
 def test_constructor(config: Config, dfp_arg_parser: "DFPArgParser", schema: "Schema"):  # noqa: F821
-    from dfp.utils.config_generator import ConfigGenerator
+    from morpheus_dfp.utils.config_generator import ConfigGenerator
 
     config_generator = ConfigGenerator(config=config, dfp_arg_parser=dfp_arg_parser, schema=schema, encoding="latin1")
 
diff --git a/tests/examples/llm/common/conftest.py b/tests/examples/llm/common/conftest.py
index 259b535304..591ed21cba 100644
--- a/tests/examples/llm/common/conftest.py
+++ b/tests/examples/llm/common/conftest.py
@@ -60,5 +60,5 @@ def langchain_fixture(fail_missing: bool):
 
     skip_reason = ("Tests for the WebScraperStage require the langchain package to be installed, to install this run:\n"
                    "`conda env update --solver=libmamba -n morpheus "
-                   "--file conda/environments/dev_cuda-121_arch-x86_64.yaml --prune`")
+                   "--file conda/environments/dev_cuda-125_arch-x86_64.yaml --prune`")
     yield import_or_skip("langchain", reason=skip_reason, fail_missing=fail_missing)
diff --git a/tests/llm/conftest.py b/tests/llm/conftest.py
index 3519166635..94658863c5 100644
--- a/tests/llm/conftest.py
+++ b/tests/llm/conftest.py
@@ -13,6 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+import types
 from unittest import mock
 
 import pytest
@@ -20,6 +21,54 @@
 from _utils import require_env_variable
 
 
+@pytest.fixture(name="nemollm", scope='session', autouse=True)
+def nemollm_fixture(nemollm: types.ModuleType):
+    """
+    Fixture to ensure nemollm is installed
+    """
+    yield nemollm
+
+
+@pytest.fixture(name="openai", scope='session', autouse=True)
+def openai_fixture(openai: types.ModuleType):
+    """
+    Fixture to ensure openai is installed
+    """
+    yield openai
+
+
+@pytest.fixture(name="langchain", scope='session', autouse=True)
+def langchain_fixture(langchain: types.ModuleType):
+    """
+    Fixture to ensure langchain is installed
+    """
+    yield langchain
+
+
+@pytest.fixture(name="langchain_core", scope='session', autouse=True)
+def langchain_core_fixture(langchain_core: types.ModuleType):
+    """
+    Fixture to ensure langchain_core is installed
+    """
+    yield langchain_core
+
+
+@pytest.fixture(name="langchain_community", scope='session', autouse=True)
+def langchain_community_fixture(langchain_community: types.ModuleType):
+    """
+    Fixture to ensure langchain_community is installed
+    """
+    yield langchain_community
+
+
+@pytest.fixture(name="langchain_nvidia_ai_endpoints", scope='session', autouse=True)
+def langchain_nvidia_ai_endpoints_fixture(langchain_nvidia_ai_endpoints: types.ModuleType):
+    """
+    Fixture to ensure langchain_nvidia_ai_endpoints is installed
+    """
+    yield langchain_nvidia_ai_endpoints
+
+
 @pytest.fixture(name="countries")
 def countries_fixture():
     yield [
diff --git a/tests/llm/nodes/test_langchain_agent_node.py b/tests/llm/nodes/test_langchain_agent_node.py
index 033e978402..0779b11604 100644
--- a/tests/llm/nodes/test_langchain_agent_node.py
+++ b/tests/llm/nodes/test_langchain_agent_node.py
@@ -19,14 +19,6 @@
 from unittest import mock
 
 import pytest
-from langchain.agents import AgentType
-from langchain.agents import Tool
-from langchain.agents import initialize_agent
-from langchain.callbacks.manager import AsyncCallbackManagerForToolRun
-from langchain.callbacks.manager import CallbackManagerForToolRun
-from langchain_community.chat_models.openai import ChatOpenAI
-from langchain_core.exceptions import OutputParserException
-from langchain_core.tools import BaseTool
 
 from _utils.llm import execute_node
 from _utils.llm import mk_mock_langchain_tool
@@ -34,6 +26,26 @@
 from morpheus_llm.llm import LLMNodeBase
 from morpheus_llm.llm.nodes.langchain_agent_node import LangChainAgentNode
 
+try:
+    from langchain.agents import AgentType
+    from langchain.agents import Tool
+    from langchain.agents import initialize_agent
+    from langchain.callbacks.manager import AsyncCallbackManagerForToolRun
+    from langchain.callbacks.manager import CallbackManagerForToolRun
+    from langchain_community.chat_models.openai import ChatOpenAI
+    from langchain_core.tools import BaseTool
+except ImportError:
+    pass
+
+
+class OutputParserExceptionStandin(Exception):
+    """
+    Stand-in for the OutputParserException class to avoid importing the actual class from the langchain_core.exceptions.
+    There is a need to have OutputParserException objects appear in test parameters, but we don't want to import
+    langchain_core at the top of the test as it is an optional dependency.
+    """
+    pass
+
 
 def test_constructor(mock_agent_executor: mock.MagicMock):
     node = LangChainAgentNode(agent_executor=mock_agent_executor)
@@ -156,32 +168,6 @@ def test_execute_error(mock_chat_completion: tuple[mock.MagicMock, mock.MagicMoc
     assert isinstance(execute_node(node, input="input1"), RuntimeError)
 
 
-class MetadataSaverTool(BaseTool):
-    # The base class defines *args and **kwargs in the signature for _run and _arun requiring the arguments-differ
-    # pylint: disable=arguments-differ
-    name: str = "MetadataSaverTool"
-    description: str = "useful for when you need to know the name of a reptile"
-
-    saved_metadata: list[dict] = []
-
-    def _run(
-        self,
-        query: str,
-        run_manager: typing.Optional[CallbackManagerForToolRun] = None,
-    ) -> str:
-        raise NotImplementedError("This tool only supports async")
-
-    async def _arun(
-        self,
-        query: str,
-        run_manager: typing.Optional[AsyncCallbackManagerForToolRun] = None,
-    ) -> str:
-        assert query is not None  # avoiding unused-argument
-        assert run_manager is not None
-        self.saved_metadata.append(run_manager.metadata.copy())
-        return "frog"
-
-
 @pytest.mark.parametrize("metadata",
                          [{
                              "morpheus": "unittest"
@@ -192,6 +178,32 @@ async def _arun(
                          }],
                          ids=["single-metadata", "single-metadata-list", "multiple-metadata-list"])
 def test_metadata(mock_chat_completion: tuple[mock.MagicMock, mock.MagicMock], metadata: dict):
+
+    class MetadataSaverTool(BaseTool):
+        # The base class defines *args and **kwargs in the signature for _run and _arun requiring the arguments-differ
+        # pylint: disable=arguments-differ
+        name: str = "MetadataSaverTool"
+        description: str = "useful for when you need to know the name of a reptile"
+
+        saved_metadata: list[dict] = []
+
+        def _run(
+            self,
+            query: str,
+            run_manager: typing.Optional[CallbackManagerForToolRun] = None,
+        ) -> str:
+            raise NotImplementedError("This tool only supports async")
+
+        async def _arun(
+            self,
+            query: str,
+            run_manager: typing.Optional[AsyncCallbackManagerForToolRun] = None,
+        ) -> str:
+            assert query is not None  # avoiding unused-argument
+            assert run_manager is not None
+            self.saved_metadata.append(run_manager.metadata.copy())
+            return "frog"
+
     if isinstance(metadata['morpheus'], list):
         num_meta = len(metadata['morpheus'])
         input_data = [f"input_{i}" for i in range(num_meta)]
@@ -271,7 +283,7 @@ def mock_llm_chat(*_, messages, **__):
     "arun_return,replace_value,expected_output",
     [
         (
-            [[OutputParserException("Parsing Error"), "A valid result."]],
+            [[OutputParserExceptionStandin("Parsing Error"), "A valid result."]],
             "Default error message.",
             [["Default error message.", "A valid result."]],
         ),
@@ -282,7 +294,7 @@ def mock_llm_chat(*_, messages, **__):
         ),
         (
             [
-                ["A valid result.", OutputParserException("Parsing Error")],
+                ["A valid result.", OutputParserExceptionStandin("Parsing Error")],
                 [Exception("General error"), "Another valid result."],
             ],
             None,
@@ -297,6 +309,22 @@ def test_execute_replaces_exceptions(
     replace_value: str,
     expected_output: list,
 ):
+    # We couldn't import OutputParserException at the module level, so we need to replace instances of
+    # OutputParserExceptionStandin with OutputParserException
+    from langchain_core.exceptions import OutputParserException
+
+    arun_return_tmp = []
+    for values in arun_return:
+        values_tmp = []
+        for value in values:
+            if isinstance(value, OutputParserExceptionStandin):
+                values_tmp.append(OutputParserException(*value.args))
+            else:
+                values_tmp.append(value)
+        arun_return_tmp.append(values_tmp)
+
+    arun_return = arun_return_tmp
+
     placeholder_input_values = {"foo": "bar"}  # a non-empty placeholder input for the context
     mock_agent_executor.arun.return_value = arun_return
 
diff --git a/tests/llm/services/conftest.py b/tests/llm/services/conftest.py
index a802c6ec84..88f30e76ba 100644
--- a/tests/llm/services/conftest.py
+++ b/tests/llm/services/conftest.py
@@ -36,12 +36,12 @@ def openai_fixture(openai):
     yield openai
 
 
-@pytest.fixture(name="nvfoundationllm", autouse=True, scope='session')
-def nvfoundationllm_fixture(nvfoundationllm):
+@pytest.fixture(name="langchain_nvidia_ai_endpoints", autouse=True, scope='session')
+def langchain_nvidia_ai_endpoints_fixture(langchain_nvidia_ai_endpoints):
     """
-    All of the tests in this subdir require nvfoundationllm
+    All of the tests in this subdir require langchain_nvidia_ai_endpoints
     """
-    yield nvfoundationllm
+    yield langchain_nvidia_ai_endpoints
 
 
 @pytest.fixture(name="mock_chat_completion", autouse=True)
diff --git a/tests/llm/services/test_nvfoundation_llm_service.py b/tests/llm/services/test_nvfoundation_llm_service.py
index f139ddacde..35a6a66f2b 100644
--- a/tests/llm/services/test_nvfoundation_llm_service.py
+++ b/tests/llm/services/test_nvfoundation_llm_service.py
@@ -17,13 +17,17 @@
 from unittest import mock
 
 import pytest
-from langchain_core.messages import ChatMessage
-from langchain_core.outputs import ChatGeneration
-from langchain_core.outputs import LLMResult
 
 from morpheus_llm.llm.services.nvfoundation_llm_service import NVFoundationLLMClient
 from morpheus_llm.llm.services.nvfoundation_llm_service import NVFoundationLLMService
 
+try:
+    from langchain_core.messages import ChatMessage
+    from langchain_core.outputs import ChatGeneration
+    from langchain_core.outputs import LLMResult
+except ImportError:
+    pass
+
 
 @pytest.fixture(name="set_default_nvidia_api_key", autouse=True, scope="function")
 def set_default_nvidia_api_key_fixture():
@@ -34,7 +38,7 @@ def set_default_nvidia_api_key_fixture():
 
 @pytest.mark.parametrize("api_key", ["nvapi-12345", None])
 @pytest.mark.parametrize("base_url", ["http://test.nvidia.com/v1", None])
-def test_constructor(api_key: str, base_url: bool):
+def test_constructor(api_key: str | None, base_url: bool | None):
 
     service = NVFoundationLLMService(api_key=api_key, base_url=base_url)
 
diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py
index 61fa7f8d84..5d33dacb03 100644
--- a/tests/llm/test_agents_simple_pipe.py
+++ b/tests/llm/test_agents_simple_pipe.py
@@ -18,12 +18,6 @@
 from unittest import mock
 
 import pytest
-from langchain.agents import AgentType
-from langchain.agents import initialize_agent
-from langchain.agents import load_tools
-from langchain.agents.tools import Tool
-from langchain_community.llms import OpenAI  # pylint: disable=no-name-in-module
-from langchain_community.utilities import serpapi
 
 import cudf
 
@@ -41,6 +35,18 @@
 from morpheus_llm.llm.task_handlers.simple_task_handler import SimpleTaskHandler
 from morpheus_llm.stages.llm.llm_engine_stage import LLMEngineStage
 
+try:
+    from langchain.agents import AgentType
+    from langchain.agents import initialize_agent
+    from langchain.agents import load_tools
+    from langchain.agents.tools import Tool
+    from langchain.schema import Generation
+    from langchain.schema import LLMResult
+    from langchain_community.llms import OpenAI  # pylint: disable=no-name-in-module
+    from langchain_community.utilities import serpapi
+except ImportError:
+    pass
+
 
 @pytest.fixture(name="questions")
 def questions_fixture():
@@ -48,7 +54,6 @@ def questions_fixture():
 
 
 def _build_agent_executor(model_name: str):
-
     llm = OpenAI(model=model_name, temperature=0, cache=False)
 
     # Explicitly construct the serpapi tool, loading it via load_tools makes it too difficult to mock
@@ -132,9 +137,6 @@ def test_agents_simple_pipe(mock_openai_agenerate: mock.AsyncMock,
                             questions: list[str]):
     os.environ.update({'OPENAI_API_KEY': 'test_api_key', 'SERPAPI_API_KEY': 'test_api_key'})
 
-    from langchain.schema import Generation
-    from langchain.schema import LLMResult
-
     assert serpapi.SerpAPIWrapper().aresults is mock_serpapi_aresults
 
     model_name = "test_model"
diff --git a/tests/stages/arxiv/conftest.py b/tests/stages/arxiv/conftest.py
index 0865faada0..6166cb1250 100644
--- a/tests/stages/arxiv/conftest.py
+++ b/tests/stages/arxiv/conftest.py
@@ -23,7 +23,7 @@
 SKIP_REASON = ("Tests for the arxiv_source require a number of packages not installed in the Morpheus development "
                "environment. To install these run:\n"
                "`conda env update --solver=libmamba -n morpheus "
-               "--file conda/environments/dev_cuda-121_arch-x86_64.yaml --prune`")
+               "--file conda/environments/dev_cuda-125_arch-x86_64.yaml --prune`")
 
 
 @pytest.fixture(name="arxiv", autouse=True, scope='session')
diff --git a/tests/test_ip.py b/tests/test_ip.py
index a8875939b1..5899c810ae 100644
--- a/tests/test_ip.py
+++ b/tests/test_ip.py
@@ -19,13 +19,13 @@
 
 def test_ip_to_int():
     input_df = cudf.Series(["5.79.97.178", "94.130.74.45"])
-    expected = cudf.Series([89088434, 1585596973])
+    expected = cudf.Series([89088434, 1585596973], dtype=cudf.api.types.dtype("uint32"))
     actual = ip.ip_to_int(input_df)
     assert actual.equals(expected)
 
 
 def test_int_to_ip():
-    input_df = cudf.Series([89088434, 1585596973])
+    input_df = cudf.Series([89088434, 1585596973], dtype=cudf.api.types.dtype("uint32"))
     expected = cudf.Series(["5.79.97.178", "94.130.74.45"])
     actual = ip.int_to_ip(input_df)
     assert actual.equals(expected)
diff --git a/tests/test_multi_processing_stage.py b/tests/test_multi_processing_stage.py
new file mode 100644
index 0000000000..d83e9b8d3d
--- /dev/null
+++ b/tests/test_multi_processing_stage.py
@@ -0,0 +1,232 @@
+# SPDX-FileCopyrightText: Copyright (c) 2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import os
+import typing
+from functools import partial
+from typing import Generator
+
+import pandas as pd
+import pytest
+
+import cudf
+
+from _utils import assert_results
+from _utils.dataset_manager import DatasetManager
+from morpheus.config import Config
+from morpheus.messages import ControlMessage
+from morpheus.messages import MessageMeta
+from morpheus.pipeline import LinearPipeline
+from morpheus.pipeline.stage_decorator import stage
+from morpheus.stages.general.multi_processing_stage import MultiProcessingBaseStage
+from morpheus.stages.general.multi_processing_stage import MultiProcessingStage
+from morpheus.stages.input.in_memory_data_generation_stage import InMemoryDataGenStage
+from morpheus.stages.input.in_memory_source_stage import InMemorySourceStage
+from morpheus.stages.output.compare_dataframe_stage import CompareDataFrameStage
+from morpheus.stages.output.in_memory_sink_stage import InMemorySinkStage
+from morpheus.stages.postprocess.serialize_stage import SerializeStage
+from morpheus.stages.preprocess.deserialize_stage import DeserializeStage
+
+
+def _create_df(count: int) -> pd.DataFrame:
+    return pd.DataFrame({"a": range(count)}, {"b": range(count)})
+
+
+def _process_df(df: pd.DataFrame, column: str, value: str) -> pd.DataFrame:
+    df[column] = value
+    return df
+
+
+def test_create_stage_type_deduction(config: Config, dataset_pandas: DatasetManager):
+
+    # Test create() with normal function
+    mp_stage = MultiProcessingStage.create(c=config,
+                                           unique_name="multi-processing-stage-1",
+                                           process_fn=_create_df,
+                                           process_pool_usage=0.1)
+    assert mp_stage.name == "multi-processing-stage-1"
+    input_t, output_t = typing.get_args(mp_stage.__orig_class__)  # pylint: disable=no-member
+    assert input_t == int
+    assert output_t == pd.DataFrame
+
+    # Test create() with partial function with 1 unbound argument
+    df = dataset_pandas["csv_sample.csv"]
+    partial_fn = partial(_process_df, df=df, value="new_value")
+
+    mp_stage = MultiProcessingStage.create(c=config,
+                                           unique_name="multi-processing-stage-2",
+                                           process_fn=partial_fn,
+                                           process_pool_usage=0.1)
+
+    assert mp_stage.name == "multi-processing-stage-2"
+    input_t, output_t = typing.get_args(mp_stage.__orig_class__)  # pylint: disable=no-member
+    assert mp_stage.accepted_types() == (str, )
+    assert input_t == str
+    assert output_t == pd.DataFrame
+
+    # Invalid case: create() with partial function with 0 unbound argument
+    invalid_partial_fn = partial(_process_df, df=df, column="new_column", value="new_value")
+    with pytest.raises(ValueError):
+        MultiProcessingStage.create(c=config,
+                                    unique_name="multi-processing-stage-3",
+                                    process_fn=invalid_partial_fn,
+                                    process_pool_usage=0.1)
+
+    # Invalid case: create() with function with more than 1 arguments
+    invalid_partial_fn = partial(_process_df, df=df)
+    with pytest.raises(ValueError):
+        MultiProcessingStage.create(c=config,
+                                    unique_name="multi-processing-stage-4",
+                                    process_fn=invalid_partial_fn,
+                                    process_pool_usage=0.1)
+
+
+class DerivedMultiProcessingStage(MultiProcessingBaseStage[ControlMessage, ControlMessage]):
+
+    def __init__(self,
+                 *,
+                 c: Config,
+                 process_pool_usage: float,
+                 add_column_name: str,
+                 max_in_flight_messages: int = None):
+        super().__init__(c=c, process_pool_usage=process_pool_usage, max_in_flight_messages=max_in_flight_messages)
+
+        self._add_column_name = add_column_name
+        self._shared_process_pool.set_usage(self.name, self._process_pool_usage)
+
+    @property
+    def name(self) -> str:
+        return "derived-multi-processing-stage"
+
+    def _on_data(self, data: ControlMessage) -> ControlMessage:
+
+        input_df = data.payload().copy_dataframe()
+        pdf = input_df.to_pandas()
+        partial_process_fn = partial(_process_df, column=self._add_column_name, value="Hello")
+
+        task = self._shared_process_pool.submit_task(self.name, partial_process_fn, pdf)
+
+        df = cudf.DataFrame.from_pandas(task.result())
+        meta = MessageMeta(df)
+        data.payload(meta)
+
+        return data
+
+
+def test_derived_stage_type_deduction(config: Config):
+
+    mp_stage = DerivedMultiProcessingStage(c=config, process_pool_usage=0.1, add_column_name="new_column")
+    assert mp_stage.name == "derived-multi-processing-stage"
+    assert mp_stage.accepted_types() == (ControlMessage, )
+
+    input_t, output_t = typing.get_args(mp_stage.__orig_bases__[0])  # pylint: disable=no-member
+    assert input_t == ControlMessage
+    assert output_t == ControlMessage
+
+
+def pandas_dataframe_generator(dataset_pandas: DatasetManager, count: int) -> Generator[pd.DataFrame, None, None]:
+
+    df = dataset_pandas["csv_sample.csv"]
+    for _ in range(count):
+        yield df
+
+
+def test_created_stage_pipe(config: Config, dataset_pandas: DatasetManager):
+
+    config.num_threads = os.cpu_count()
+
+    input_df = dataset_pandas["csv_sample.csv"]
+
+    expected_df = input_df.copy()
+    expected_df["new_column"] = "Hello"
+
+    df_count = 100
+    df_generator = partial(pandas_dataframe_generator, dataset_pandas, df_count)
+
+    partial_fn = partial(_process_df, column="new_column", value="Hello")
+
+    pipe = LinearPipeline(config)
+    pipe.set_source(InMemoryDataGenStage(config, df_generator, output_data_type=pd.DataFrame))
+    pipe.add_stage(MultiProcessingStage[pd.DataFrame, pd.DataFrame].create(c=config,
+                                                                           unique_name="multi-processing-stage-5",
+                                                                           process_fn=partial_fn,
+                                                                           process_pool_usage=0.1))
+    sink_stage = pipe.add_stage(InMemorySinkStage(config))
+
+    pipe.run()
+
+    for df in sink_stage.get_messages():
+        assert df.equals(expected_df)
+
+
+def test_derived_stage_pipe(config: Config, dataset_pandas: DatasetManager):
+
+    config.num_threads = os.cpu_count()
+
+    input_df = dataset_pandas["csv_sample.csv"]
+    add_column_name = "new_column"
+    expected_df = input_df.copy()
+    expected_df[add_column_name] = "Hello"
+
+    pipe = LinearPipeline(config)
+    pipe.set_source(InMemorySourceStage(config, [cudf.DataFrame(input_df)]))
+    pipe.add_stage(DeserializeStage(config, ensure_sliceable_index=True))
+    pipe.add_stage(DerivedMultiProcessingStage(c=config, process_pool_usage=0.1, add_column_name=add_column_name))
+    pipe.add_stage(SerializeStage(config))
+    comp_stage = pipe.add_stage(CompareDataFrameStage(config, expected_df))
+
+    pipe.run()
+
+    assert_results(comp_stage.get_results())
+
+
+def test_multiple_stages_pipe(config: Config, dataset_pandas: DatasetManager):
+    config.num_threads = os.cpu_count()
+
+    input_df = dataset_pandas["csv_sample.csv"]
+
+    expected_df = input_df.copy()
+    expected_df["new_column_1"] = "new_value"
+    expected_df["new_column_2"] = "Hello"
+
+    df_count = 100
+    df_generator = partial(pandas_dataframe_generator, dataset_pandas, df_count)
+
+    partial_fn = partial(_process_df, column="new_column_1", value="new_value")
+
+    @stage
+    def pdf_to_control_message_stage(pdf: pd.DataFrame) -> ControlMessage:
+        df = cudf.DataFrame.from_pandas(pdf)
+        meta = MessageMeta(df)
+        msg = ControlMessage()
+        msg.payload(meta)
+
+        return msg
+
+    pipe = LinearPipeline(config)
+    pipe.set_source(InMemoryDataGenStage(config, df_generator, output_data_type=pd.DataFrame))
+    pipe.add_stage(
+        MultiProcessingStage.create(c=config,
+                                    unique_name="multi-processing-stage-6",
+                                    process_fn=partial_fn,
+                                    process_pool_usage=0.1))
+    pipe.add_stage(pdf_to_control_message_stage(config))
+    pipe.add_stage(DerivedMultiProcessingStage(c=config, process_pool_usage=0.1, add_column_name="new_column_2"))
+    pipe.add_stage(SerializeStage(config))
+    comp_stage = pipe.add_stage(CompareDataFrameStage(config, expected_df))
+
+    pipe.run()
+
+    assert_results(comp_stage.get_results())
diff --git a/tests/utils/test_shared_process_pool.py b/tests/utils/test_shared_process_pool.py
new file mode 100644
index 0000000000..3ac3669c16
--- /dev/null
+++ b/tests/utils/test_shared_process_pool.py
@@ -0,0 +1,305 @@
+# SPDX-FileCopyrightText: Copyright (c) 2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import logging
+import multiprocessing as mp
+import os
+import threading
+from decimal import Decimal
+from fractions import Fraction
+
+import pytest
+
+from morpheus.utils.shared_process_pool import PoolStatus
+from morpheus.utils.shared_process_pool import SharedProcessPool
+
+logger = logging.getLogger(__name__)
+
+# This test has issues with joining processes when testing with pytest `-s` option. Run pytest without `-s` flag
+
+
+@pytest.fixture(scope="session", autouse=True)
+def setup_and_teardown():
+    # Set lower CPU usage for unit test to avoid slowing down the test
+    os.environ["MORPHEUS_SHARED_PROCESS_POOL_CPU_USAGE"] = "0.1"
+
+    pool = SharedProcessPool()
+
+    # Since SharedProcessPool might be used in other tests, stop and reset the pool before the test starts
+    pool.stop()
+    pool.join()
+    pool.reset()
+    yield
+
+    # Stop the pool after all tests are done
+    pool.stop()
+    pool.join()
+    os.environ.pop("MORPHEUS_SHARED_PROCESS_POOL_CPU_USAGE", None)
+
+
+@pytest.fixture(name="shared_process_pool")
+def shared_process_pool_fixture():
+
+    pool = SharedProcessPool()
+    pool.wait_until_ready()
+    yield pool
+
+    # Stop and reset the pool after each test
+    pool.stop()
+    pool.join()
+    pool.reset()
+
+
+def _add_task(x, y):
+    return x + y
+
+
+def _blocked_until_signaled_task(q: mp.Queue):
+    return q.get()
+
+
+def _function_raises_exception():
+    raise RuntimeError("Exception is raised in the process.")
+
+
+def _function_returns_unserializable_result():
+    return threading.Lock()
+
+
+def _arbitrary_function(*args, **kwargs):
+    return args, kwargs
+
+
+def _check_pool_stage_settings(pool: SharedProcessPool, stage_name: str, usage: float):
+
+    assert pool._stage_usage.get(stage_name) == usage
+    assert stage_name in pool._stage_semaphores
+    assert stage_name in pool._task_queues
+
+
+def test_singleton():
+
+    pool_1 = SharedProcessPool()
+    pool_2 = SharedProcessPool()
+
+    assert pool_1 is pool_2
+
+
+@pytest.mark.slow
+def test_pool_status(shared_process_pool):
+
+    pool = shared_process_pool
+    assert pool.status == PoolStatus.RUNNING
+
+    pool.set_usage("test_stage", 0.5)
+
+    pool.stop()
+    pool.join()
+    assert pool.status == PoolStatus.SHUTDOWN
+
+    # After pool.start(), the pool should have the same status as before stopping
+    pool.start()
+    pool.wait_until_ready()
+    assert pool.status == PoolStatus.RUNNING
+    assert pool._total_usage == 0.5
+    _check_pool_stage_settings(pool, "test_stage", 0.5)
+
+    pool.stop()
+    pool.join()
+    assert pool.status == PoolStatus.SHUTDOWN
+
+    # After pool.reset(), the pool should reset all the status
+    pool.reset()
+    pool.wait_until_ready()
+    assert pool.status == PoolStatus.RUNNING
+    assert pool._total_usage == 0.0
+    assert not pool._stage_usage
+    assert not pool._stage_semaphores
+    assert not pool._task_queues
+
+
+@pytest.mark.slow
+@pytest.mark.parametrize(
+    "a, b, expected",
+    [
+        (1, 2, 3),  # Integers
+        (complex(1, 2), complex(3, 4), complex(4, 6)),  # Complex numbers
+        (Decimal('1.1'), Decimal('2.2'), Decimal('3.3')),  # Decimal numbers
+        (Fraction(1, 2), Fraction(1, 3), Fraction(5, 6)),  # Fractions
+        ("Hello, ", "world!", "Hello, world!"),  # Strings
+        ([1, 2, 3], [4, 5, 6], [1, 2, 3, 4, 5, 6]),  # Lists
+        ((1, 2, 3), (4, 5, 6), (1, 2, 3, 4, 5, 6)),  # Tuples
+    ])
+def test_submit_single_task(shared_process_pool, a, b, expected):
+
+    pool = shared_process_pool
+    pool.set_usage("test_stage", 0.5)
+
+    task = pool.submit_task("test_stage", _add_task, a, b)
+    assert task.result() == expected
+
+    task = pool.submit_task("test_stage", _add_task, x=a, y=b)
+    assert task.result() == expected
+
+    task = pool.submit_task("test_stage", _add_task, a, y=b)
+    assert task.result() == expected
+
+    pool.stop()
+
+    # After the pool is stopped, it should not accept any new tasks
+    with pytest.raises(RuntimeError):
+        pool.submit_task("test_stage", _add_task, 10, 20)
+
+
+@pytest.mark.slow
+def test_submit_task_with_invalid_stage(shared_process_pool):
+
+    pool = shared_process_pool
+
+    with pytest.raises(ValueError):
+        pool.submit_task("stage_does_not_exist", _add_task, 10, 20)
+
+
+@pytest.mark.slow
+def test_submit_task_raises_exception(shared_process_pool):
+
+    pool = shared_process_pool
+    pool.set_usage("test_stage", 0.5)
+
+    task = pool.submit_task("test_stage", _function_raises_exception)
+    with pytest.raises(RuntimeError):
+        task.result()
+
+
+@pytest.mark.slow
+def test_submit_task_with_unserializable_result(shared_process_pool):
+
+    pool = shared_process_pool
+    pool.set_usage("test_stage", 0.5)
+
+    task = pool.submit_task("test_stage", _function_returns_unserializable_result)
+    with pytest.raises(TypeError):
+        task.result()
+
+
+@pytest.mark.slow
+def test_submit_task_with_unserializable_arg(shared_process_pool):
+
+    pool = shared_process_pool
+    pool.set_usage("test_stage", 0.5)
+
+    # Unserializable arguments cannot be submitted to the pool
+    with pytest.raises(TypeError):
+        pool.submit_task("test_stage", _arbitrary_function, threading.Lock())
+
+
+@pytest.mark.slow
+@pytest.mark.parametrize(
+    "a, b, expected",
+    [
+        (1, 2, 3),  # Integers
+        (complex(1, 2), complex(3, 4), complex(4, 6)),  # Complex numbers
+        (Decimal('1.1'), Decimal('2.2'), Decimal('3.3')),  # Decimal numbers
+        (Fraction(1, 2), Fraction(1, 3), Fraction(5, 6)),  # Fractions
+        ("Hello, ", "world!", "Hello, world!"),  # Strings
+        ([1, 2, 3], [4, 5, 6], [1, 2, 3, 4, 5, 6]),  # Lists
+        ((1, 2, 3), (4, 5, 6), (1, 2, 3, 4, 5, 6)),  # Tuples
+    ])
+def test_submit_multiple_tasks(shared_process_pool, a, b, expected):
+
+    pool = shared_process_pool
+    pool.set_usage("test_stage", 0.5)
+
+    num_tasks = 100
+    tasks = []
+    for _ in range(num_tasks):
+        tasks.append(pool.submit_task("test_stage", _add_task, a, b))
+
+    for future in tasks:
+        assert future.result() == expected
+
+
+@pytest.mark.slow
+def test_set_usage(shared_process_pool):
+
+    pool = shared_process_pool
+
+    pool.set_usage("test_stage_1", 0.5)
+    assert pool._total_usage == 0.5
+    _check_pool_stage_settings(pool, "test_stage_1", 0.5)
+
+    pool.set_usage("test_stage_2", 0.3)
+    assert pool._total_usage == 0.8
+    _check_pool_stage_settings(pool, "test_stage_2", 0.3)
+
+    # valid update to the usage of an existing stage
+    pool.set_usage("test_stage_1", 0.6)
+    assert pool._total_usage == 0.9
+    _check_pool_stage_settings(pool, "test_stage_1", 0.6)
+
+    # invalid update to the usage of an existing stage, exceeding the total usage limit
+    with pytest.raises(ValueError):
+        pool.set_usage("test_stage_1", 0.8)
+
+    # adding a new stage usage, exceeding the total usage limit
+    with pytest.raises(ValueError):
+        pool.set_usage("test_stage_3", 0.2)
+
+    with pytest.raises(ValueError):
+        pool.set_usage("test_stage_1", 1.1)
+
+    with pytest.raises(ValueError):
+        pool.set_usage("test_stage_1", -0.1)
+
+    # invalid settings should not change the pool status
+    _check_pool_stage_settings(pool, "test_stage_1", 0.6)
+    assert pool._total_usage == 0.9
+
+
+@pytest.mark.slow
+def test_task_completion_with_early_stop(shared_process_pool):
+
+    pool = shared_process_pool
+    pool.set_usage("test_stage_1", 0.1)
+    pool.set_usage("test_stage_2", 0.3)
+    pool.set_usage("test_stage_3", 0.5)
+
+    manager = mp.Manager()
+    queue = manager.Queue()
+
+    tasks = []
+
+    task_num = 10
+
+    for _ in range(task_num):
+        tasks.append(pool.submit_task("test_stage_1", _blocked_until_signaled_task, queue))
+        tasks.append(pool.submit_task("test_stage_2", _blocked_until_signaled_task, queue))
+        tasks.append(pool.submit_task("test_stage_3", _blocked_until_signaled_task, queue))
+
+    pool.stop()
+
+    # No tasks have been completed since they have not been signaled yet
+    for task in tasks:
+        assert not task.done()
+
+    for i in range(len(tasks)):
+        queue.put(i)
+
+    pool.join()
+
+    # all tasks should be completed before the pool is shutdown
+    assert len(tasks) == 3 * task_num
+    for task in tasks:
+        assert task.done()