diff --git a/packages/rag/default.nix b/packages/rag/default.nix
index 925a8cb..09d82c5 100644
--- a/packages/rag/default.nix
+++ b/packages/rag/default.nix
@@ -22,9 +22,9 @@ writers.writePython3Bin "rag"
     from qdrant_client import QdrantClient
     from qdrant_client.models import Distance, PointStruct, VectorParams
 
-    API_BASE = os.environ.get("RAG_API_BASE", "http://localhost:4001/v1")
+    API_BASE = os.environ.get("RAG_API_BASE", "http://sgx:4001/v1")
     API_KEY = os.environ.get("RAG_API_KEY", "none")
-    QDRANT_URL = os.environ.get("RAG_QDRANT_URL", "http://localhost:6333")
+    QDRANT_URL = os.environ.get("RAG_QDRANT_URL", "http://sgx:6333")
     EMBED_MODEL = os.environ.get("RAG_EMBED_MODEL", "bge-m3")
     CHAT_MODEL = os.environ.get("RAG_CHAT_MODEL", "coder")
     DEFAULT_COLLECTION = os.environ.get("RAG_COLLECTION", "docs")
diff --git a/systems/aarch64-darwin/m4/default.nix b/systems/aarch64-darwin/m4/default.nix
index 0946d6f..22e89f0 100644
--- a/systems/aarch64-darwin/m4/default.nix
+++ b/systems/aarch64-darwin/m4/default.nix
@@ -41,6 +41,7 @@ with lib.metacfg;
     claude-code
     opencode
     metacfg.pi
+    metacfg.rag
     defuddle-cli
     dnsmasq
     gh
diff --git a/systems/x86_64-linux/amd/default.nix b/systems/x86_64-linux/amd/default.nix
index 908214f..239e4cb 100644
--- a/systems/x86_64-linux/amd/default.nix
+++ b/systems/x86_64-linux/amd/default.nix
@@ -102,6 +102,7 @@ with lib.metacfg;
     azure-cli
     claude-code
     claude-desktop-with-fhs
+    metacfg.rag
     desktop-file-utils
     gnome-terminal
     gnome-remote-desktop