diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 0b9d2dea..7b44f454 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -157,8 +157,8 @@ nav:
         - What are tools?: "swarms/tools/build_tool.md"
         - ToolAgent: "swarms/agents/tool_agent.md"
         - Tool Storage & tool_registry decorator: "swarms/tools/tool_storage.md"
-      - RAG or Long Term Memory:
-        - Long Term Memory with RAG: "swarms/memory/diy_memory.md"
+      - RAG || Long Term Memory:
+        - Integrating RAG with Agents: "swarms/memory/diy_memory.md"
     - Swarm Architectures:
       - Why MultiAgent Collaboration is Necessary: "swarms/concept/why.md"
       - Swarm Architectures: "swarms/concept/swarm_architectures.md"