diff --git a/CHANGELOG.md b/CHANGELOG.md
index d64605dc..aa52deba 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,8 @@
 * Remove installation of OCI hook JSON from RPM package.
 * Refactored config for `nvidia-container-runtime-hook`.
 * Added a `nvidia-ctk config` command which supports setting config options using a `--set` flag.
+* Added `--library-search-path` option to `nvidia-ctk cdi generate` command in `csv` mode. This allows folders where
+  libraries are located to be specified explicitly.
 
 ## v1.14.0-rc.2
 * Fix bug causing incorrect nvidia-smi symlink to be created on WSL2 systems with multiple driver roots.
diff --git a/cmd/nvidia-ctk/cdi/generate/generate.go b/cmd/nvidia-ctk/cdi/generate/generate.go
index 8a6f061b..1afb7550 100644
--- a/cmd/nvidia-ctk/cdi/generate/generate.go
+++ b/cmd/nvidia-ctk/cdi/generate/generate.go
@@ -50,9 +50,10 @@ type options struct {
 	vendor             string
 	class              string
 
+	librarySearchPaths cli.StringSlice
+
 	csv struct {
-		files              cli.StringSlice
-		librarySearchPaths cli.StringSlice
+		files cli.StringSlice
 	}
 }
 
@@ -110,6 +111,11 @@ func (m command) build() *cli.Command {
 			Usage:       "Specify the NVIDIA GPU driver root to use when discovering the entities that should be included in the CDI specification.",
 			Destination: &opts.driverRoot,
 		},
+		&cli.StringSliceFlag{
+			Name:        "library-search-path",
+			Usage:       "Specify the path to search for libraries when discovering the entities that should be included in the CDI specification.\n\tNote: This option only applies to CSV mode.",
+			Destination: &opts.librarySearchPaths,
+		},
 		&cli.StringFlag{
 			Name:        "nvidia-ctk-path",
 			Usage:       "Specify the path to use for the nvidia-ctk in the generated CDI specification. If this is left empty, the path will be searched.",
@@ -135,11 +141,6 @@ func (m command) build() *cli.Command {
 			Value:       cli.NewStringSlice(csv.DefaultFileList()...),
 			Destination: &opts.csv.files,
 		},
-		&cli.StringSliceFlag{
-			Name:        "csv.library-search-path",
-			Usage:       "Specify the path to search for libraries when discovering the entities that should be included in the CDI specification. This currently only affects CDI mode",
-			Destination: &opts.csv.librarySearchPaths,
-		},
 	}
 
 	return &c
@@ -233,7 +234,7 @@ func (m command) generateSpec(opts *options) (spec.Interface, error) {
 		nvcdi.WithDeviceNamer(deviceNamer),
 		nvcdi.WithMode(string(opts.mode)),
 		nvcdi.WithCSVFiles(opts.csv.files.Value()),
-		nvcdi.WithLibrarySearchPaths(opts.csv.librarySearchPaths.Value()),
+		nvcdi.WithLibrarySearchPaths(opts.librarySearchPaths.Value()),
 	)
 	if err != nil {
 		return nil, fmt.Errorf("failed to create CDI library: %v", err)