diff --git a/demos/use_cases/rag_agent/README.md b/demos/use_cases/rag_agent/README.md
index 66102f6f..971853c7 100644
--- a/demos/use_cases/rag_agent/README.md
+++ b/demos/use_cases/rag_agent/README.md
@@ -25,4 +25,5 @@ A FastAPI service that rewrites user queries using archgw and gpt-4o-mini for be
 ```bash
 # archgw LLM Gateway base URL (default: http://localhost:12000/v1)
 export LLM_GATEWAY_ENDPOINT="http://localhost:12000/v1"
+
 ```