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feat: Implement multithreaded batch inference in Rapid Evaluation SDK for performance improvement
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.release-please-manifest.json

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{
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".": "1.53.0"
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CHANGELOG.md

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# Changelog
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## [1.54.0](https://github.com/googleapis/python-aiplatform/compare/v1.53.0...v1.54.0) (2024-06-06)
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### BREAKING CHANGES
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* Remove Vertex SDK data science package ([ec4ec8f](https://github.com/googleapis/python-aiplatform/commit/ec4ec8f1214b3da12728c30a002b7f4632f4a90e))
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### Features
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* Add display experiment run button for Ipython environments ([ba65828](https://github.com/googleapis/python-aiplatform/commit/ba6582856b1d7f9a6ac8f90a3fa5ea6723ac64ab))
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* Add hybrid search for public find_neighbors() call. ([9d35617](https://github.com/googleapis/python-aiplatform/commit/9d3561738d577129cb222417bf208166825d8043))
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* Enable Ray Job submission without VPC peering ([37875b5](https://github.com/googleapis/python-aiplatform/commit/37875b507f25c31ac4a84e4fefe3cbba565682e3))
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* GenAI - Allowed callable functions to return values directly in Automatic Function Calling ([768af67](https://github.com/googleapis/python-aiplatform/commit/768af6772ade2b67b90a05ae3db95039a3f2786d))
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* GenAI - Release ToolConfig to GA ([bc8b14a](https://github.com/googleapis/python-aiplatform/commit/bc8b14a7c9c632721db9166dc9b63eec17d31afd))
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* Sample code for Vertex AI Feature Store ([6c14e8b](https://github.com/googleapis/python-aiplatform/commit/6c14e8b31bd950ac4f4a862b4e62ead42fe30463))
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* Support VertexTool in langchain template. ([28a3c56](https://github.com/googleapis/python-aiplatform/commit/28a3c56fdcfa4fab819e8f79d235f6576febdfce))
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### Bug Fixes
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* Allow non-lro delete method ([c23c0ad](https://github.com/googleapis/python-aiplatform/commit/c23c0ada07146f0e5ce6a787c8255313f7c4a06c))
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* Deep copy dataset before passing it to evaluation ([019b610](https://github.com/googleapis/python-aiplatform/commit/019b6102c2dc98550592cde0adfbb4958faddbef))
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* Ensure model starts with publishers/ when users provide resource path from models/ ([d689331](https://github.com/googleapis/python-aiplatform/commit/d689331af5172cdfe7428333536954e8339f8ab4))
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* Fix failed unit tests due to google-cloud-storage upgrade. ([945b9e4](https://github.com/googleapis/python-aiplatform/commit/945b9e4835149111cd33beaee4301f3d8f05f59d))
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* Generalize RAG files import from Google Drive ([88c6a6a](https://github.com/googleapis/python-aiplatform/commit/88c6a6a4f11285d429c3777f59101e53e4672185))
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* Set upper bound of setuptools to unbreak public Colab for using vertex_ray namespace ([6cc45bb](https://github.com/googleapis/python-aiplatform/commit/6cc45bbbea154d087c1dfe4756d4e15f21b1d844))
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## [1.53.0](https://github.com/googleapis/python-aiplatform/compare/v1.52.0...v1.53.0) (2024-05-30)
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google/cloud/aiplatform/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/instance/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/instance_v1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/params/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/params_v1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/prediction/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/prediction_v1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/trainingjob/definition/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/trainingjob/definition_v1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/instance/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/instance_v1beta1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/params/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/params_v1beta1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/prediction/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/prediction_v1beta1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/trainingjob/definition_v1beta1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform/version.py

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__version__ = "1.53.0"

google/cloud/aiplatform_v1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

google/cloud/aiplatform_v1beta1/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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__version__ = "1.54.0" # {x-release-please-version}
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__version__ = "1.53.0" # {x-release-please-version}

pypi/_vertex_ai_placeholder/version.py

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__version__ = "1.53.0"

samples/generated_samples/snippet_metadata_google.cloud.aiplatform.v1.json

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],
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"language": "PYTHON",
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"name": "google-cloud-aiplatform",
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"version": "1.53.0"
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samples/generated_samples/snippet_metadata_google.cloud.aiplatform.v1beta1.json

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"language": "PYTHON",
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"version": "1.53.0"
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},
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"snippets": [
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{

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