diff --git a/pkgs/development/python-modules/embedding-reader/default.nix b/pkgs/development/python-modules/embedding-reader/default.nix
new file mode 100644
index 000000000000..2d4af5ca1f12
--- /dev/null
+++ b/pkgs/development/python-modules/embedding-reader/default.nix
@@ -0,0 +1,39 @@
+{ buildPythonPackage
+, fetchFromGitHub
+, fsspec
+, lib
+, numpy
+, pandas
+, pyarrow
+, pytestCheckHook
+, pythonRelaxDepsHook
+}:
+
+buildPythonPackage rec {
+  pname = "embedding-reader";
+  version = "1.5.0";
+
+  src = fetchFromGitHub {
+    owner = "rom1504";
+    repo = pname;
+    rev = "refs/tags/${version}";
+    hash = "sha256-uyeIcAW9O9PR4cqmifC6Lx+Hn6XPb1RH/ksmUWvbdtw=";
+  };
+
+  nativeBuildInputs = [ pythonRelaxDepsHook ];
+
+  pythonRelaxDeps = [ "pyarrow" ];
+
+  propagatedBuildInputs = [ fsspec numpy pandas pyarrow ];
+
+  checkInputs = [ pytestCheckHook ];
+
+  pythonImportsCheck = [ "embedding_reader" ];
+
+  meta = with lib; {
+    description = "Efficiently read embedding in streaming from any filesystem";
+    homepage = "https://github.com/rom1504/embedding-reader";
+    license = licenses.mit;
+    maintainers = with maintainers; [ samuela ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 4c1c8fde8218..34592342c968 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -2945,6 +2945,8 @@ self: super: with self; {
 
   email-validator = callPackage ../development/python-modules/email-validator { };
 
+  embedding-reader = callPackage ../development/python-modules/embedding-reader { };
+
   embrace = callPackage ../development/python-modules/embrace { };
 
   emcee = callPackage ../development/python-modules/emcee { };