diff --git a/flake.nix b/flake.nix
index 2dde59e..a9200cc 100644
--- a/flake.nix
+++ b/flake.nix
@@ -21,6 +21,7 @@
         devShells.default = pkgs.mkShell {
           packages = with pkgs; [
             python312
+            python312Packages.ipython
             uv
           ];
         };