diff --git a/pkgs/development/python-modules/langgraph-checkpoint-postgres/default.nix b/pkgs/development/python-modules/langgraph-checkpoint-postgres/default.nix
index 9471af6c6c94..8a6b11d164e9 100644
--- a/pkgs/development/python-modules/langgraph-checkpoint-postgres/default.nix
+++ b/pkgs/development/python-modules/langgraph-checkpoint-postgres/default.nix
@@ -21,7 +21,7 @@
   pytest-asyncio,
 
   # passthru
-  nix-update-script,
+  gitUpdater,
 }:
 
 buildPythonPackage rec {
@@ -90,17 +90,14 @@ buildPythonPackage rec {
 
   pythonImportsCheck = [ "langgraph.checkpoint.postgres" ];
 
-  passthru.updateScript = nix-update-script {
-    extraArgs = [
-      "--version-regex"
-      "checkpointpostgres==(\\d+\\.\\d+\\.\\d+)"
-    ];
+  passthru.updateScript = gitUpdater {
+    rev-prefix = "checkpointpostgres==";
   };
 
   meta = {
     description = "Library with a Postgres implementation of LangGraph checkpoint saver";
     homepage = "https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint-postgres";
-    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/checkpointpostgres==${src.tag}";
+    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${src.tag}";
     license = lib.licenses.mit;
     maintainers = with lib.maintainers; [
       drupol
diff --git a/pkgs/development/python-modules/langgraph-checkpoint-sqlite/default.nix b/pkgs/development/python-modules/langgraph-checkpoint-sqlite/default.nix
index 54efb25d7ca8..abe8da772df7 100644
--- a/pkgs/development/python-modules/langgraph-checkpoint-sqlite/default.nix
+++ b/pkgs/development/python-modules/langgraph-checkpoint-sqlite/default.nix
@@ -15,7 +15,7 @@
   pytestCheckHook,
 
   # passthru
-  nix-update-script,
+  gitUpdater,
 }:
 
 buildPythonPackage rec {
@@ -53,15 +53,12 @@ buildPythonPackage rec {
     pytestCheckHook
   ];
 
-  passthru.updateScript = nix-update-script {
-    extraArgs = [
-      "--version-regex"
-      "checkpoint-sqlite==(\\d+\\.\\d+\\.\\d+)"
-    ];
+  passthru.updateScript = gitUpdater {
+    rev-prefix = "checkpointsqlite==";
   };
 
   meta = {
-    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/checkpointsqlite==${version}";
+    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${src.tag}";
     description = "Library with a SQLite implementation of LangGraph checkpoint saver";
     homepage = "https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint-sqlite";
     license = lib.licenses.mit;
diff --git a/pkgs/development/python-modules/langgraph-checkpoint/default.nix b/pkgs/development/python-modules/langgraph-checkpoint/default.nix
index f2cfee22c69f..865d68a2b4b6 100644
--- a/pkgs/development/python-modules/langgraph-checkpoint/default.nix
+++ b/pkgs/development/python-modules/langgraph-checkpoint/default.nix
@@ -18,7 +18,7 @@
   pytestCheckHook,
 
   # passthru
-  nix-update-script,
+  gitUpdater,
 }:
 
 buildPythonPackage rec {
@@ -53,15 +53,12 @@ buildPythonPackage rec {
     pytestCheckHook
   ];
 
-  passthru.updateScript = nix-update-script {
-    extraArgs = [
-      "--version-regex"
-      "checkpoint==([0-9.]+)"
-    ];
+  passthru.updateScript = gitUpdater {
+    rev-prefix = "checkpoint==";
   };
 
   meta = {
-    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/checkpoint==${version}";
+    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${src.tag}";
     description = "Library with base interfaces for LangGraph checkpoint savers";
     homepage = "https://github.com/langchain-ai/langgraph/tree/main/libs/checkpoint";
     license = lib.licenses.mit;
diff --git a/pkgs/development/python-modules/langgraph-cli/default.nix b/pkgs/development/python-modules/langgraph-cli/default.nix
index 89d1bdcc2089..10b1f19c9454 100644
--- a/pkgs/development/python-modules/langgraph-cli/default.nix
+++ b/pkgs/development/python-modules/langgraph-cli/default.nix
@@ -15,7 +15,7 @@
   docker-compose,
 
   # passthru
-  nix-update-script,
+  gitUpdater,
 }:
 
 buildPythonPackage rec {
@@ -59,11 +59,8 @@ buildPythonPackage rec {
     "test_dockerfile_command_with_docker_compose"
   ];
 
-  passthru.updateScript = nix-update-script {
-    extraArgs = [
-      "--version-regex"
-      "cli==(\\d+\\.\\d+\\.\\d+)"
-    ];
+  passthru.updateScript = gitUpdater {
+    rev-prefix = "cli==";
   };
 
   meta = {
diff --git a/pkgs/development/python-modules/langgraph-prebuilt/default.nix b/pkgs/development/python-modules/langgraph-prebuilt/default.nix
index 5e41724eebb7..96694f77fbff 100644
--- a/pkgs/development/python-modules/langgraph-prebuilt/default.nix
+++ b/pkgs/development/python-modules/langgraph-prebuilt/default.nix
@@ -24,7 +24,7 @@
   xxhash,
 
   # passthru
-  nix-update-script,
+  gitUpdater,
 }:
 # langgraph-prebuilt isn't meant to be a standalone package but is bundled into langgraph at build time.
 # It exists so the langgraph team can iterate on it without having to rebuild langgraph.
@@ -86,17 +86,14 @@ buildPythonPackage rec {
     "tests/test_react_agent.py"
   ];
 
-  passthru.updateScript = nix-update-script {
-    extraArgs = [
-      "--version-regex"
-      "prebuilt==(\\d+\\.\\d+\\.\\d+)"
-    ];
+  passthru.updateScript = gitUpdater {
+    rev-prefix = "prebuilt==";
   };
 
   meta = {
     description = "Prebuilt agents add-on for Langgraph. Should always be bundled with langgraph";
     homepage = "https://github.com/langchain-ai/langgraph/tree/main/libs/prebuilt";
-    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${version}";
+    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${src.tag}";
     license = lib.licenses.mit;
     maintainers = with lib.maintainers; [ sarahec ];
   };
diff --git a/pkgs/development/python-modules/langgraph-sdk/default.nix b/pkgs/development/python-modules/langgraph-sdk/default.nix
index a1728f03f5d2..8dc6e7c23fc0 100644
--- a/pkgs/development/python-modules/langgraph-sdk/default.nix
+++ b/pkgs/development/python-modules/langgraph-sdk/default.nix
@@ -13,7 +13,7 @@
   typing-extensions,
 
   # passthru
-  nix-update-script,
+  gitUpdater,
 }:
 
 buildPythonPackage rec {
@@ -43,17 +43,14 @@ buildPythonPackage rec {
 
   pythonImportsCheck = [ "langgraph_sdk" ];
 
-  passthru.updateScript = nix-update-script {
-    extraArgs = [
-      "--version-regex"
-      "sdk==(\\d+\\.\\d+\\.\\d+)"
-    ];
+  passthru.updateScript = gitUpdater {
+    rev-prefix = "sdk==";
   };
 
   meta = {
     description = "SDK for interacting with the LangGraph Cloud REST API";
     homepage = "https://github.com/langchain-ai/langgraph/tree/main/libs/sdk-py";
-    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/sdk==${version}";
+    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${src.tag}";
     license = lib.licenses.mit;
     maintainers = with lib.maintainers; [ sarahec ];
   };
diff --git a/pkgs/development/python-modules/langgraph/default.nix b/pkgs/development/python-modules/langgraph/default.nix
index 3acda2264623..153206ad3c22 100644
--- a/pkgs/development/python-modules/langgraph/default.nix
+++ b/pkgs/development/python-modules/langgraph/default.nix
@@ -44,7 +44,7 @@ buildPythonPackage rec {
   src = fetchFromGitHub {
     owner = "langchain-ai";
     repo = "langgraph";
-    tag = "${version}";
+    tag = version;
     hash = "sha256-bTxtfduuuyRITZqhk15aWwxNwiZ7TMTgBOEPat6zVIc=";
   };
 
@@ -128,17 +128,18 @@ buildPythonPackage rec {
     "tests/test_pregel_async.py"
   ];
 
+  # Since `langgraph` is the only unprefixed package, we have to use an explicit match
   passthru.updateScript = nix-update-script {
     extraArgs = [
       "--version-regex"
-      "^(\\d+\\.\\d+\\.\\d+)"
+      "([0-9.]+)"
     ];
   };
 
   meta = {
     description = "Build resilient language agents as graphs";
     homepage = "https://github.com/langchain-ai/langgraph";
-    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${version}";
+    changelog = "https://github.com/langchain-ai/langgraph/releases/tag/${src.tag}";
     license = lib.licenses.mit;
     maintainers = with lib.maintainers; [ sarahec ];
   };