diff --git a/clients/python/README.md b/clients/python/README.md
index 3cb83a76c..dff15f273 100644
--- a/clients/python/README.md
+++ b/clients/python/README.md
@@ -1,6 +1,6 @@
 # Model Registry Python Client
 
-[![Python](https://img.shields.io/badge/python%20-3.9%7C3.10-blue)](https://github.com/kubeflow/model-registry)
+[![Python](https://img.shields.io/badge/python%20-3.9%7C3.10%7C3.11%7C3.12-blue)](https://github.com/kubeflow/model-registry)
 [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](../../../LICENSE)
 
 This library provides a high level interface for interacting with a model registry server.
@@ -45,10 +45,6 @@ When registering models stored on S3-compatible object storage, you should use `
 unambiguous URI for your artifact.
 
 ```py
-from model_registry import ModelRegistry, utils
-
-registry = ModelRegistry(server_address="server-address", port=9090, author="author")
-
 model = registry.register_model(
     "my-model",  # model name
     uri=utils.s3_uri_from("path/to/model", "my-bucket"),
diff --git a/clients/python/poetry.lock b/clients/python/poetry.lock
index 57a2c556b..c4f25d8c7 100644
--- a/clients/python/poetry.lock
+++ b/clients/python/poetry.lock
@@ -1339,7 +1339,6 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
-    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -2062,4 +2061,4 @@ hf = ["huggingface-hub"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">= 3.9, < 4.0"
-content-hash = "06b4759e46fd9fc6204e4a9607520a7b1db8d3ea7702f6e08f781fb9ac619798"
+content-hash = "93b5354f4f995bcbf199d5083133c552179eb16c33eed5b8d9ff6a60d4d9013c"
diff --git a/clients/python/pyproject.toml b/clients/python/pyproject.toml
index 9fa1d0afd..83aa9c32b 100644
--- a/clients/python/pyproject.toml
+++ b/clients/python/pyproject.toml
@@ -44,7 +44,7 @@ sphinx-autobuild = ">=2021.3.14,<2025.0.0"
 pytest = ">=7.4.2,<9.0.0"
 coverage = { extras = ["toml"], version = "^7.3.2" }
 pytest-cov = ">=4.1,<6.0"
-ruff = "0.5.2"
+ruff = "^0.5.2"
 mypy = "^1.7.0"
 pytest-asyncio = "^0.23.7"
 requests = "^2.32.2"