diff --git "a/lynxkite-graph-analytics/uv.lock" "b/lynxkite-graph-analytics/uv.lock"
--- "a/lynxkite-graph-analytics/uv.lock"
+++ "b/lynxkite-graph-analytics/uv.lock"
@@ -1,26 +1,27 @@
 version = 1
+revision = 2
 requires-python = ">=3.11"
 resolution-markers = [
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-    "python_full_version < '3.12' and platform_machine == 'x86_64'",
-    "python_full_version < '3.12' and platform_machine != 'aarch64' and platform_machine != 'x86_64'",
     "python_full_version >= '3.12' and platform_machine == 'aarch64'",
     "python_full_version >= '3.12' and platform_machine == 'x86_64'",
     "python_full_version >= '3.12' and platform_machine != 'aarch64' and platform_machine != 'x86_64'",
+    "python_full_version < '3.12' and platform_machine == 'aarch64'",
+    "python_full_version < '3.12' and platform_machine == 'x86_64'",
+    "python_full_version < '3.12' and platform_machine != 'aarch64' and platform_machine != 'x86_64'",
 ]
 
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 version = "2.6.1"
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 name = "aiohttp"
-version = "3.11.14"
+version = "3.11.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
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 [[package]]
@@ -930,13 +697,13 @@ source = { virtual = "../lynxkite-core" }
 
 [package.metadata]
 requires-dist = [{ name = "pytest", marker = "extra == 'dev'" }]
+provides-extras = ["dev"]
 
 [[package]]
 name = "lynxkite-graph-analytics"
 version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
-    { name = "cuml-cu12" },
     { name = "fsspec" },
     { name = "grand-cypher" },
     { name = "joblib" },
@@ -945,9 +712,11 @@ dependencies = [
     { name = "networkx", extra = ["default"] },
     { name = "osmnx" },
     { name = "pandas" },
-    { name = "polars", extra = ["gpu"] },
+    { name = "polars" },
+    { name = "pylibcugraph-cu12" },
     { name = "torch" },
     { name = "torch-geometric" },
+    { name = "umap-learn" },
 ]
 
 [package.optional-dependencies]
@@ -957,90 +726,82 @@ dev = [
 ]
 gpu = [
     { name = "nx-cugraph-cu12" },
+    { name = "polars", extra = ["gpu"] },
 ]
 
 [package.metadata]
 requires-dist = [
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-    { name = "fsspec", specifier = ">=2025.2.0" },
-    { name = "grand-cypher", specifier = ">=0.12.0" },
+    { name = "fsspec", specifier = ">=2025.3.2" },
+    { name = "grand-cypher", specifier = ">=0.13.0" },
     { name = "joblib", specifier = ">=1.4.2" },
     { name = "lynxkite-core", virtual = "../lynxkite-core" },
-    { name = "matplotlib", specifier = ">=3.10.0" },
+    { name = "matplotlib", specifier = ">=3.10.1" },
     { name = "networkx", extras = ["default"], specifier = ">=3.4.2" },
-    { name = "nx-cugraph-cu12", marker = "extra == 'gpu'", specifier = ">=24.12.0" },
-    { name = "osmnx", specifier = ">=2.0.1" },
+    { name = "nx-cugraph-cu12", marker = "extra == 'gpu'", specifier = ">=25.4.0" },
+    { name = "osmnx", specifier = ">=2.0.2" },
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-    { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.25.3" },
-    { name = "torch", specifier = ">=2.6.0" },
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+    { name = "polars", extras = ["gpu"], marker = "extra == 'gpu'", specifier = ">=1.25.2" },
+    { name = "pylibcugraph-cu12", specifier = ">=25.4.0", index = "https://pypi.nvidia.com/" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = ">=8.3.5" },
+    { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.26.0" },
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     { name = "torch-geometric", specifier = ">=2.6.1" },
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