diff --git a/misc/py-sagemaker/Makefile b/misc/py-sagemaker/Makefile
index 9241b1930d6c..56e63730c9d5 100644
--- a/misc/py-sagemaker/Makefile
+++ b/misc/py-sagemaker/Makefile
@@ -1,48 +1,27 @@
 PORTNAME=	sagemaker
-DISTVERSION=	2.251.0
+DISTVERSION=	3.0.1
 CATEGORIES=	misc python # machine-learning
 MASTER_SITES=	PYPI
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	SageMaker: Library for training, deploying models on Amazon SageMaker
 WWW=		https://sagemaker.readthedocs.io/en/stable/ \
 		https://github.com/aws/sagemaker-python-sdk
 
 LICENSE=	APACHE20
-LICENSE_FILE=	${WRKSRC}/LICENSE.txt
+LICENSE_FILE=	${WRKSRC}/LICENSE
 
-BUILD_DEPENDS=	${PYTHON_PKGNAMEPREFIX}hatchling>0:devel/py-hatchling@${PY_FLAVOR}
-RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}attrs>=24<26:devel/py-attrs@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}boto3>0:www/py-boto3@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}cloudpickle>=2.2.1:devel/py-cloudpickle@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}docker>0:sysutils/py-docker@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}fastapi>0:www/py-fastapi@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}google-pasta>=0:devel/py-google-pasta@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}graphene>=3<4:devel/py-graphene@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}importlib-metadata>0:devel/py-importlib-metadata@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}jsonschema>=0:devel/py-jsonschema@${PY_FLAVOR} \
-		${PYNUMPY} \
-		${PYTHON_PKGNAMEPREFIX}omegaconf>=2.2<3:devel/py-omegaconf@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}packaging>0:devel/py-packaging@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}pandas>=0:math/py-pandas@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}pathos>=0:devel/py-pathos@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}platformdirs>=0:devel/py-platformdirs@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}protobuf>0:devel/py-protobuf@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}psutil>=0:sysutils/py-psutil@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}requests>=0:www/py-requests@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}sagemaker-core>=1.0.17:misc/py-sagemaker-core@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}schema>=0:devel/py-schema@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}smdebug-rulesconfig>=1.0.1:misc/py-smdebug-rulesconfig@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}tblib>=1.7.0<4:devel/py-tblib@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}tqdm>=0:misc/py-tqdm@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}urllib3>0:net/py-urllib3@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}uvicorn>=0:www/py-uvicorn@${PY_FLAVOR} \
-		${PYTHON_PKGNAMEPREFIX}pyyaml>0:devel/py-pyyaml@${PY_FLAVOR}
+BUILD_DEPENDS=	${PY_SETUPTOOLS} \
+		${PYTHON_PKGNAMEPREFIX}wheel>0:devel/py-wheel@${PY_FLAVOR}
+RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}sagemaker-core>=2.0.0<3.0.0:misc/py-sagemaker-core@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}sagemaker-mlops<2.0.0:misc/py-sagemaker-mlops@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}sagemaker-serve<2.0.0:misc/py-sagemaker-serve@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}sagemaker-train<2.0.0:misc/py-sagemaker-train@${PY_FLAVOR}
 
 USES=		python
 USE_PYTHON=	pep517 autoplist
 
 NO_ARCH=	yes
 
 .include <bsd.port.mk>
diff --git a/misc/py-sagemaker/distinfo b/misc/py-sagemaker/distinfo
index e16fefb1fb4f..55d517ca60ea 100644
--- a/misc/py-sagemaker/distinfo
+++ b/misc/py-sagemaker/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1755878742
-SHA256 (sagemaker-2.251.0.tar.gz) = 86573b6db1e39fe7f1ff71749ddf3e231778b387944621c74b8ddc746f27b326
-SIZE (sagemaker-2.251.0.tar.gz) = 1228366
+TIMESTAMP = 1764705706
+SHA256 (sagemaker-3.0.1.tar.gz) = b06c5e8de8db1c8e0e294a4700244b6c0ea95196b81be52e53dd044c7be1ecd2
+SIZE (sagemaker-3.0.1.tar.gz) = 10139
diff --git a/misc/py-sagemaker/files/patch-pyproject.toml b/misc/py-sagemaker/files/patch-pyproject.toml
new file mode 100644
index 000000000000..25bf9034e62b
--- /dev/null
+++ b/misc/py-sagemaker/files/patch-pyproject.toml
@@ -0,0 +1,9 @@
+--- pyproject.toml.orig	2025-11-20 20:00:00 UTC
++++ pyproject.toml
+@@ -1,5 +1,5 @@
+ [build-system]
+-requires = ["setuptools>=64"]
++requires = ["setuptools"]
+ build-backend = "setuptools.build_meta"
+ 
+ [project]