diff --git a/docs/index.md b/docs/index.md
index 374e00f..ebcd705 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -384,4 +384,3 @@ a.dataset-tag:hover {
     </div>
 
     </div>
-
diff --git a/repositories/fed-rag.yaml b/repositories/fed-rag.yaml
new file mode 100644
index 0000000..5f2ebeb
--- /dev/null
+++ b/repositories/fed-rag.yaml
@@ -0,0 +1,11 @@
+name: fed-rag
+repo_id: fed-rag-repo
+description: "A framework for fine-tuning retrieval-augmented generation (RAG) systems."
+implementations:
+  - name: RA-DIT
+    url: null
+  - name: Algo2
+    url: null
+type: tool
+year: 2025
+github_url: https://github.com/VectorInstitute/fed-rag