diff --git a/README.md b/README.md
index 5dad330d..7b7460ce 100644
--- a/README.md
+++ b/README.md
@@ -31,6 +31,8 @@ Powered by OpenAI's Agents SDK, Rowboat is the fastest way to build multi-agents
 
 3. Access the app at [http://localhost:3000](http://localhost:3000).
 
+Note: We have added native RAG support including file-uploads and URL scraping. See the [RAG](https://docs.rowboatlabs.com/using_rag) section of our docs for this.
+
 Note: See the [Using custom LLM providers](https://docs.rowboatlabs.com/setup/#using-custom-llm-providers) section of our docs for using custom providers like OpenRouter and LiteLLM.
 
 ## Demo