diff --git a/README.md b/README.md
index 143966d1..0ba1dccc 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ See the relevant sections below for details on each service.
 - [Local Development Setup](#local-development-setup)
   - [Python SDK](#option-1-python-sdk)
   - [HTTP API](#option-2-http-api)
-- [Optional Features](#optional-features)
+- [Optional Features](#enable-rag)
   - [Enable RAG](#enable-rag)
     - [URL Scraping](#url-scraping)
     - [File Uploads](#file-uploads)
@@ -385,4 +385,4 @@ The webhook service handles all the security and parameter validation, allowing
    - If the sign-in button does not appear in the UI, ensure the Auth0 domain in your `.env` file is prefixed with `https://`.
 
 ## Attribution
-Our agents framework is built on top of [OpenAI Swarm](https://github.com/openai/swarm) with custom enhancements and improvements. Check the [NOTICE](https://github.com/rowboatlabs/rowboat/blob/main/apps/agents/NOTICE.md) for attribution and license.
\ No newline at end of file
+Our agents framework is built on top of [OpenAI Swarm](https://github.com/openai/swarm) with custom enhancements and improvements. Check the [NOTICE](https://github.com/rowboatlabs/rowboat/blob/main/apps/agents/NOTICE.md) for attribution and license.