diff --git a/apps/api/src/db/models.py b/apps/api/src/db/models.py
index 90a13230..cee42a04 100644
--- a/apps/api/src/db/models.py
+++ b/apps/api/src/db/models.py
@@ -494,11 +494,11 @@ class KnowledgeEntryRecord(Base):
         nullable=False,
         comment="分類樹節點 (基礎設施/應用層/AI系統/安全合規)",
     )
-    tags: Mapped[list[dict[str, Any]]] = mapped_column(
+    tags: Mapped[list[str]] = mapped_column(
         JSON,
         default=list,
         nullable=False,
-        comment="標籤列表 (JSONB)",
+        comment="標籤列表 (JSONB string array)",
     )
 
     # Source & Status
diff --git a/apps/api/src/repositories/knowledge_repository.py b/apps/api/src/repositories/knowledge_repository.py
index b6526406..3844ebbf 100644
--- a/apps/api/src/repositories/knowledge_repository.py
+++ b/apps/api/src/repositories/knowledge_repository.py
@@ -115,6 +115,11 @@ class KnowledgeDBRepository:
         if status:
             query = query.where(KnowledgeEntryRecord.status == status)
             count_query = count_query.where(KnowledgeEntryRecord.status == status)
+        if tags:
+            for tag in tags:
+                tag_filter = KnowledgeEntryRecord.tags.op('@>')(f'["{tag}"]')
+                query = query.where(tag_filter)
+                count_query = count_query.where(tag_filter)
         if q:
             like_q = f"%{q}%"
             filter_cond = or_(