diff --git a/mkdocs.yml b/mkdocs.yml
index 5ab5da98..82885fbf 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -35,6 +35,7 @@ nav:
         - Tool to Asses Privacy Risk of Text Data - Extended: our_work/ds255_privacyfp.md
         - A&E Forecasting Tool: our_work/a_and_e_forecasting_tool.md
         - Reusable Data Validation Process: our_work/sde_data_validation.md
+        - RAG: our_work/ds_251_RAG.md
       - Past Projects: 
         - 2023:
           - AI Models for Shortlisting Interview Candidates: our_work/casestudy-recruitment-shortlisting.md