diff --git a/dependencies.yaml b/dependencies.yaml
index 222e4597b15..a4143ff90c9 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -158,13 +158,6 @@ files:
     includes:
       - python_build_rapids
       - python_build_wheel
-  py_rapids_build_nx_cugraph:
-    output: pyproject
-    pyproject_dir: python/nx-cugraph
-    extras:
-      table: tool.rapids-build-backend
-      key: requires
-    includes: []
   py_run_nx_cugraph:
     output: pyproject
     pyproject_dir: python/nx-cugraph
@@ -191,13 +184,6 @@ files:
     includes:
       - python_build_rapids
       - python_build_wheel
-  py_rapids_build_cugraph_dgl:
-    output: pyproject
-    pyproject_dir: python/cugraph-dgl
-    extras:
-      table: tool.rapids-build-backend
-      key: requires
-    includes: []
   py_run_cugraph_dgl:
     output: pyproject
     pyproject_dir: python/cugraph-dgl
@@ -225,13 +211,6 @@ files:
     includes:
       - python_build_rapids
       - python_build_wheel
-  py_rapids_build_cugraph_pyg:
-    output: pyproject
-    pyproject_dir: python/cugraph-pyg
-    extras:
-      table: tool.rapids-build-backend
-      key: requires
-    includes: []
   py_run_cugraph_pyg:
     output: pyproject
     pyproject_dir: python/cugraph-pyg
@@ -259,13 +238,6 @@ files:
     includes:
       - python_build_rapids
       - python_build_wheel
-  py_rapids_build_cugraph_equivariant:
-    output: pyproject
-    pyproject_dir: python/cugraph-equivariant
-    extras:
-      table: tool.rapids-build-backend
-      key: requires
-    includes: []
   py_run_cugraph_equivariant:
     output: pyproject
     pyproject_dir: python/cugraph-equivariant
@@ -290,13 +262,6 @@ files:
     includes:
       - python_build_rapids
       - python_build_wheel
-  py_rapids_build_cugraph_service_client:
-    output: pyproject
-    pyproject_dir: python/cugraph-service/client
-    extras:
-      table: tool.rapids-build-backend
-      key: requires
-    includes: []
   py_run_cugraph_service_client:
     output: pyproject
     pyproject_dir: python/cugraph-service/client
@@ -312,13 +277,6 @@ files:
     includes:
       - python_build_rapids
       - python_build_wheel
-  py_rapids_build_cugraph_service_server:
-    output: pyproject
-    pyproject_dir: python/cugraph-service/server
-    extras:
-      table: tool.rapids-build-backend
-      key: requires
-    includes: []
   py_run_cugraph_service_server:
     output: pyproject
     pyproject_dir: python/cugraph-service/server
diff --git a/python/cugraph-dgl/pyproject.toml b/python/cugraph-dgl/pyproject.toml
index 0c96f01da5e..e3e12216ac7 100644
--- a/python/cugraph-dgl/pyproject.toml
+++ b/python/cugraph-dgl/pyproject.toml
@@ -62,5 +62,3 @@ include = [
 build-backend = "setuptools.build_meta"
 dependencies-file = "../../dependencies.yaml"
 matrix-entry = "cuda_suffixed=true"
-requires = [
-] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
diff --git a/python/cugraph-equivariant/pyproject.toml b/python/cugraph-equivariant/pyproject.toml
index f66bfc1fb1f..7713e89ac20 100644
--- a/python/cugraph-equivariant/pyproject.toml
+++ b/python/cugraph-equivariant/pyproject.toml
@@ -70,5 +70,3 @@ include = [
 build-backend = "setuptools.build_meta"
 dependencies-file = "../../dependencies.yaml"
 matrix-entry = "cuda_suffixed=true"
-requires = [
-] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
diff --git a/python/cugraph-pyg/pyproject.toml b/python/cugraph-pyg/pyproject.toml
index 65a62046e86..e157f36f8f6 100644
--- a/python/cugraph-pyg/pyproject.toml
+++ b/python/cugraph-pyg/pyproject.toml
@@ -68,5 +68,3 @@ include = [
 build-backend = "setuptools.build_meta"
 dependencies-file = "../../dependencies.yaml"
 matrix-entry = "cuda_suffixed=true"
-requires = [
-] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
diff --git a/python/cugraph-service/client/pyproject.toml b/python/cugraph-service/client/pyproject.toml
index 92ce8d8fcfd..ac5e6bad0d5 100644
--- a/python/cugraph-service/client/pyproject.toml
+++ b/python/cugraph-service/client/pyproject.toml
@@ -50,5 +50,3 @@ build-backend = "setuptools.build_meta"
 dependencies-file = "../../../dependencies.yaml"
 disable-cuda = true
 matrix-entry = "cuda_suffixed=true"
-requires = [
-] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../../dependencies.yaml and run `rapids-dependency-file-generator`.
diff --git a/python/cugraph-service/server/pyproject.toml b/python/cugraph-service/server/pyproject.toml
index e6c22c306cf..f388fd4c126 100644
--- a/python/cugraph-service/server/pyproject.toml
+++ b/python/cugraph-service/server/pyproject.toml
@@ -78,5 +78,3 @@ include = [
 build-backend = "setuptools.build_meta"
 dependencies-file = "../../../dependencies.yaml"
 matrix-entry = "cuda_suffixed=true"
-requires = [
-] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../../dependencies.yaml and run `rapids-dependency-file-generator`.
diff --git a/python/nx-cugraph/pyproject.toml b/python/nx-cugraph/pyproject.toml
index 1dd4c90e40a..d145aa549da 100644
--- a/python/nx-cugraph/pyproject.toml
+++ b/python/nx-cugraph/pyproject.toml
@@ -86,8 +86,6 @@ build-backend = "setuptools.build_meta"
 commit-files = ["_nx_cugraph/GIT_COMMIT"]
 dependencies-file = "../../dependencies.yaml"
 matrix-entry = "cuda_suffixed=true"
-requires = [
-] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 
 [tool.black]
 line-length = 88