diff --git a/NEXT_CHANGELOG.md b/NEXT_CHANGELOG.md
index 0d77d7f4f6..fcc211962e 100644
--- a/NEXT_CHANGELOG.md
+++ b/NEXT_CHANGELOG.md
@@ -21,4 +21,6 @@
 * Initial support for resources implemented with plugin framework ([#5176](https://github.com/databricks/terraform-provider-databricks/pull/5176)).
 
 ### Internal Changes
+
+* Decouple library schema used in cluster resource with library resource ([#5189](https://github.com/databricks/terraform-provider-databricks/pull/5189)).
 * Add client support in CustomizeDiff for SDKv2 resources and data sources ([#5171](https://github.com/databricks/terraform-provider-databricks/pull/5171)).
diff --git a/clusters/resource_cluster.go b/clusters/resource_cluster.go
index 534fdb90cf..1186e0fae4 100644
--- a/clusters/resource_cluster.go
+++ b/clusters/resource_cluster.go
@@ -722,5 +722,5 @@ func resourceClusterDelete(ctx context.Context, d *schema.ResourceData, c *commo
 
 func init() {
 	common.RegisterResourceProvider(compute.ClusterSpec{}, ClusterSpec{})
-	common.RegisterResourceProvider(compute.Library{}, LibraryResource{})
+	common.RegisterResourceProvider(compute.Library{}, LibraryResourceWithoutNamespace{})
 }
diff --git a/clusters/resource_library.go b/clusters/resource_library.go
index 296247c535..b8f3d4df83 100644
--- a/clusters/resource_library.go
+++ b/clusters/resource_library.go
@@ -13,6 +13,23 @@ import (
 	"github.com/hashicorp/terraform-plugin-sdk/v2/helper/schema"
 )
 
+type LibraryResourceWithoutNamespace struct {
+	compute.Library
+}
+
+func (LibraryResourceWithoutNamespace) CustomizeSchemaResourceSpecific(s *common.CustomizableSchema) *common.CustomizableSchema {
+	s.AddNewField("cluster_id", &schema.Schema{
+		Type:     schema.TypeString,
+		Required: true,
+	})
+	return s
+}
+
+func (LibraryResourceWithoutNamespace) CustomizeSchema(s *common.CustomizableSchema) *common.CustomizableSchema {
+	s.SchemaPath("egg").SetDeprecated(EggDeprecationWarning)
+	return s
+}
+
 type LibraryResource struct {
 	compute.Library
 	common.Namespace