diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index db20bdbc1..b73a8eea9 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -37,7 +37,7 @@ jobs:
   rust-build:
     needs: cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -50,7 +50,7 @@ jobs:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -59,7 +59,7 @@ jobs:
   upload-conda:
     needs: [cpp-build, python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -70,7 +70,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.12
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -82,7 +82,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build-cuvs:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -92,7 +92,7 @@ jobs:
   wheel-publish-cuvs:
     needs: wheel-build-cuvs
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 07b10e85a..d34f74062 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -24,29 +24,29 @@ jobs:
       - wheel-tests-cuvs
       - devcontainer
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@python-3.12
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@python-3.12
     with:
       enable_check_generated_files: false
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@python-3.12
     with:
       build_type: pull-request
       node_type: cpu16
   conda-cpp-tests:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@python-3.12
     with:
       build_type: pull-request
   conda-cpp-checks:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@python-3.12
     with:
       build_type: pull-request
       enable_check_symbols: true
@@ -54,19 +54,19 @@ jobs:
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@python-3.12
     with:
       build_type: pull-request
   conda-python-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@python-3.12
     with:
       build_type: pull-request
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.12
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -76,7 +76,7 @@ jobs:
   rust-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.12
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -86,20 +86,20 @@ jobs:
   wheel-build-cuvs:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.12
     with:
       build_type: pull-request
       script: ci/build_wheel_cuvs.sh
   wheel-tests-cuvs:
     needs: wheel-build-cuvs
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@python-3.12
     with:
       build_type: pull-request
       script: ci/test_wheel_cuvs.sh
   devcontainer:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@python-3.12
     with:
       arch: '["amd64"]'
       cuda: '["12.5"]'
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 0821233a1..f2daecbec 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -16,7 +16,7 @@ on:
 jobs:
   conda-cpp-checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@python-3.12
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -26,7 +26,7 @@ jobs:
       symbol_exclusions: (void (thrust::|cub::)|raft_cutlass)
   conda-cpp-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@python-3.12
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -34,7 +34,7 @@ jobs:
       sha: ${{ inputs.sha }}
   conda-python-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@python-3.12
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -42,7 +42,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-tests-cuvs:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@python-3.12
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
diff --git a/dependencies.yaml b/dependencies.yaml
index bd6a2f224..a53aef0f0 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -440,8 +440,12 @@ dependencies:
             packages:
               - python=3.11
           - matrix:
+              py: "3.12"
             packages:
-              - python>=3.10,<3.12
+              - python=3.12
+          - matrix:
+            packages:
+              - python>=3.10,<3.13
   run_py_cuvs:
     common:
       - output_types: [conda, pyproject]
diff --git a/python/cuvs/pyproject.toml b/python/cuvs/pyproject.toml
index fe0e9022f..0eb98d601 100644
--- a/python/cuvs/pyproject.toml
+++ b/python/cuvs/pyproject.toml
@@ -44,6 +44,7 @@ classifiers = [
     "Programming Language :: Python",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
 ]
 
 [project.optional-dependencies]