diff --git a/config/ks-core/templates/extension-categories.yaml b/config/ks-core/templates/extension-categories.yaml
index f08532039..d0b0540a8 100644
--- a/config/ks-core/templates/extension-categories.yaml
+++ b/config/ks-core/templates/extension-categories.yaml
@@ -6,12 +6,21 @@ metadata:
   name: ai-machine-learning
 spec:
   displayName:
-    en: AI / Machine learning
-    zh: AI / 机器学习
+    en: AI / LLM
+    zh: 人工智能 / 大模型
 
 ---
 apiVersion: kubesphere.io/v1alpha1
 kind: Category
+metadata:
+  name: deepseek
+spec:
+  displayName:
+    en: DeepSeek
+    zh: DeepSeek
+---
+apiVersion: kubesphere.io/v1alpha1
+kind: Category
 metadata:
   name: database
 spec: