diff --git a/pages/ai-ecosystem/integrations.mdx b/pages/ai-ecosystem/integrations.mdx
index 9203200bf..0be87d4e2 100644
--- a/pages/ai-ecosystem/integrations.mdx
+++ b/pages/ai-ecosystem/integrations.mdx
@@ -496,7 +496,7 @@ url = os.getenv("MEMGRAPH_URI", "bolt://localhost:7687")
 username = os.getenv("MEMGRAPH_USERNAME", "")
 password = os.getenv("MEMGRAPH_PASSWORD", "")
 
-graph = Memgraph(
+graph = MemgraphLangChain(
     url=url, username=username, password=password, refresh_schema=False
 )