diff --git a/docs/components/vectordbs/dbs/azure_ai_search.mdx b/docs/components/vectordbs/dbs/azure_ai_search.mdx
index 7a680549..a175e68e 100644
--- a/docs/components/vectordbs/dbs/azure_ai_search.mdx
+++ b/docs/components/vectordbs/dbs/azure_ai_search.mdx
@@ -17,8 +17,7 @@ config = {
             "service_name": "ai-search-test",
             "api_key": "*****",
             "collection_name": "mem0", 
-            "embedding_model_dims": 1536,
-            "compression_type": "none"
+            "embedding_model_dims": 1536
         }
     }
 }