diff --git a/.changeset/famous-shoes-study.md b/.changeset/famous-shoes-study.md
new file mode 100644
index 0000000..eceedcb
--- /dev/null
+++ b/.changeset/famous-shoes-study.md
@@ -0,0 +1,6 @@
+---
+'@platforma-open/milaboratories.runenv-python-3.12.10-rapids': minor
+'@platforma-open/milaboratories.runenv-python-3': minor
+---
+
+New env with RAPIDS
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 8e1ca76..f696ca1 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -70,7 +70,11 @@ jobs:
             {"os":"ubuntu-large-amd64", "arch":"amd64", "python_version":"3.12.10-sccoda"},
             {"os":"ubuntu-large-arm64", "arch":"arm64", "python_version":"3.12.10-sccoda"},
             {"os":"macos-13", "arch":"amd64", "python_version":"3.12.10-sccoda"},
-            {"os":"macos-14", "arch":"arm64", "python_version":"3.12.10-sccoda"}
+            {"os":"macos-14", "arch":"arm64", "python_version":"3.12.10-sccoda"},
+
+            {"os":"windows-latest", "arch":"amd64", "python_version":"3.12.10-rapids"},
+            {"os":"ubuntu-large-amd64", "arch":"amd64", "python_version":"3.12.10-rapids"},
+            {"os":"ubuntu-large-arm64", "arch":"arm64", "python_version":"3.12.10-rapids"}
         ]
 
       sign-binaries: |
diff --git a/catalogue/package.json b/catalogue/package.json
index 5a6b0da..4ec1240 100644
--- a/catalogue/package.json
+++ b/catalogue/package.json
@@ -20,6 +20,9 @@
       },
       "3.12.10-sccoda": {
         "reference": "@platforma-open/milaboratories.runenv-python-3.12.10-sccoda/dist/tengo/software/main.sw.json"
+      },
+      "3.12.10-rapids": {
+        "reference": "@platforma-open/milaboratories.runenv-python-3.12.10-rapids/dist/tengo/software/main.sw.json"
       }
     }
   },
@@ -31,7 +34,8 @@
     "@platforma-open/milaboratories.runenv-python-3.12.10": "workspace:*",
     "@platforma-open/milaboratories.runenv-python-3.12.10-atls": "workspace:*",
     "@platforma-open/milaboratories.runenv-python-3.10.11": "workspace:*",
-    "@platforma-open/milaboratories.runenv-python-3.12.10-sccoda": "workspace:*"
+    "@platforma-open/milaboratories.runenv-python-3.12.10-sccoda": "workspace:*",
+    "@platforma-open/milaboratories.runenv-python-3.12.10-rapids": "workspace:*"
   },
   "devDependencies": {
     "@platforma-sdk/package-builder": "catalog:"
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 8c05dae..a0f3f75 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -56,6 +56,9 @@ importers:
       '@platforma-open/milaboratories.runenv-python-3.12.10-atls':
         specifier: workspace:*
         version: link:../python-3.12.10-atls
+      '@platforma-open/milaboratories.runenv-python-3.12.10-rapids':
+        specifier: workspace:*
+        version: link:../python-3.12.10-rapids
       '@platforma-open/milaboratories.runenv-python-3.12.10-sccoda':
         specifier: workspace:*
         version: link:../python-3.12.10-sccoda
@@ -100,6 +103,18 @@ importers:
         specifier: 'catalog:'
         version: 0.12.3
 
+  python-3.12.10-rapids:
+    devDependencies:
+      '@platforma-sdk/package-builder':
+        specifier: 'catalog:'
+        version: 3.6.0
+      tar:
+        specifier: 'catalog:'
+        version: 7.4.3
+      unzipper:
+        specifier: 'catalog:'
+        version: 0.12.3
+
   python-3.12.10-sccoda:
     devDependencies:
       '@platforma-sdk/package-builder':
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
index d0b4eac..2eb6a3e 100644
--- a/pnpm-workspace.yaml
+++ b/pnpm-workspace.yaml
@@ -2,6 +2,7 @@ packages:
   - python-3.12.10
   - python-3.12.10-atls
   - python-3.12.10-sccoda
+  - python-3.12.10-rapids
   - python-3.10.11
   - catalogue
 
diff --git a/python-3.12.10-rapids/config.json b/python-3.12.10-rapids/config.json
new file mode 100644
index 0000000..2d2e7d2
--- /dev/null
+++ b/python-3.12.10-rapids/config.json
@@ -0,0 +1,32 @@
+{
+  "registries": {
+    "additional": [
+      "https://download.pytorch.org/whl/cpu",
+      "https://pypi.nvidia.com"
+    ]
+  },
+  "packages": {
+    "dependencies": [
+      "cudf-cu12==25.4.0",
+      "dask-cudf-cu12==25.4.0",
+      "cuml-cu12==25.4.0",
+      "cugraph-cu12==25.4.0",
+      "nx-cugraph-cu12==25.4.0",
+      "cuspatial-cu12==25.4.0",
+      "cuproj-cu12==25.4.0",
+      "cuxfilter-cu12==25.4.0",
+      "cugraph-cu12==25.4.0",
+      "nx-cugraph-cu12==25.4.0",
+      "cuspatial-cu12==25.4.0",
+      "cuproj-cu12==25.4.0",
+      "cuxfilter-cu12==25.4.0",
+      "cucim-cu12==25.4.0",
+      "pylibraft-cu12==25.4.0",
+      "raft-dask-cu12==25.4.0",
+      "cuvs-cu12==25.4.0",
+      "nx-cugraph-cu12==25.4.0"
+    ],
+    "skip": {},
+    "platformSpecific": {}
+  }
+}
\ No newline at end of file
diff --git a/python-3.12.10-rapids/package.json b/python-3.12.10-rapids/package.json
new file mode 100644
index 0000000..3b9e742
--- /dev/null
+++ b/python-3.12.10-rapids/package.json
@@ -0,0 +1,43 @@
+{
+  "name": "@platforma-open/milaboratories.runenv-python-3.12.10-rapids",
+  "version": "1.2.13",
+  "description": "Python 3.12.10 run environment with RAPIDS for Platforma Backend",
+  "scripts": {
+    "cleanup": "rm -rf ./pkg-*.tgz && rm -rf ./pydist && rm -rf ./dist/ && rm -rf ./build/",
+    "build": "node ../scripts/build.js",
+    "after-prebuild": "pl-pkg publish packages",
+    "before-publish": "pl-pkg prepublish"
+  },
+  "files": [
+    "dist/"
+  ],
+  "block-software": {
+    "entrypoints": {
+      "main": {
+        "environment": {
+          "artifact": {
+            "type": "environment",
+            "runtime": "python",
+            "registry": "platforma-open",
+            "python-version": "3.12.10",
+            "envVars": [
+              "RPY2_CFFI_MODE=ABI"
+            ],
+            "roots": {
+              "linux-x64": "./pydist/linux-x64",
+              "linux-aarch64": "./pydist/linux-aarch64",
+              "windows-x64": "./pydist/windows-x64"
+            },
+            "binDir": "bin"
+          }
+        }
+      }
+    }
+  },
+  "license": "UNLICENSED",
+  "devDependencies": {
+    "@platforma-sdk/package-builder": "catalog:",
+    "tar": "catalog:",
+    "unzipper": "catalog:"
+  }
+}
\ No newline at end of file