Python: Bump google-cloud-aiplatform from 1.95.1 to 1.97.0 in /python (#12496)

Bumps
[google-cloud-aiplatform](https://github.com/googleapis/python-aiplatform)
from 1.95.1 to 1.97.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/googleapis/python-aiplatform/releases">google-cloud-aiplatform's
releases</a>.</em></p>
<blockquote>
<h2>v1.97.0</h2>
<h2><a
href="https://github.com/googleapis/python-aiplatform/compare/v1.96.0...v1.97.0">1.97.0</a>
(2025-06-11)</h2>
<h3>Features</h3>
<ul>
<li>Add GenAI client (experimental) (<a
href="https://github.com/googleapis/python-aiplatform/commit/166b747b2f1676651cd020c9b66df169ca5920fa">166b747</a>)</li>
<li>Expose UrlContextMetadata API to v1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/b57cbd34ca1de69ded45ea584ff5808fe30bd89c">b57cbd3</a>)</li>
<li>Expose UrlContextMetadata API to v1beta1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/b57cbd34ca1de69ded45ea584ff5808fe30bd89c">b57cbd3</a>)</li>
<li>Integration with Vertex AI Multimodal Datasets: Update
<code>train_dataset</code> and <code>validation_dataset</code> in
<code>sft.train()</code> docstring to include the Vertex Multimodal
Dataset as a dataset source option. (<a
href="https://github.com/googleapis/python-aiplatform/commit/eac1de0e363624edd5abede7eb42de66c5ae4d17">eac1de0</a>)</li>
<li>RAG - Introduce configuration to corpus types, with DocumentCorpus
and MemoryCorpus options. (<a
href="https://github.com/googleapis/python-aiplatform/commit/ede4b5b718197ba077e897e49f8079f3da21422e">ede4b5b</a>)</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Add default auth scope (<a
href="https://github.com/googleapis/python-aiplatform/commit/3d747e7ea3c7b681c374c6036e008332e7e04888">3d747e7</a>)</li>
<li>Add support for ADK Agents as a supported type for agent engine (<a
href="https://github.com/googleapis/python-aiplatform/commit/6b177ca9261afb07b291d36e4b8e214d359c4296">6b177ca</a>)</li>
<li>Set memory corpus configuration into RagCorpus object. (<a
href="https://github.com/googleapis/python-aiplatform/commit/39d3c702443af4c4ef2c804d1c43f890c8915878">39d3c70</a>)</li>
</ul>
<h2>v1.96.0</h2>
<h2><a
href="https://github.com/googleapis/python-aiplatform/compare/v1.95.1...v1.96.0">1.96.0</a>
(2025-06-03)</h2>
<h3>Features</h3>
<ul>
<li>A new field <code>include_thoughts</code> is added to message
<code>.google.cloud.aiplatform.v1.GenerationConfig.ThinkingConfig</code>
(<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>A new field <code>include_thoughts</code> is added to message
<code>.google.cloud.aiplatform.v1.Part</code> (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>A new field <code>thought_signature</code> is added to message
<code>.google.cloud.aiplatform.v1.Part</code> (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>A new field <code>thought</code> is added to message
<code>.google.cloud.aiplatform.v1.Part</code> (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add json schema support to structured output and function
declaration (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add json schema support to structured output and function
declaration (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add network_attachment to PscInterfaceConfig (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add psc_interface_config to CustomJobSpec (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add psc_interface_config to PersistentResource (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add psc_interface_config to PipelineJob (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Expose URL Context API to v1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Expose URL Context API to v1beta1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Small fix in <code>MultimodalDataset.toBigframes()</code>. (<a
href="https://github.com/googleapis/python-aiplatform/commit/ee12f055cb7cd42b99b0d72908243e94907f5470">ee12f05</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li>Allow field <code>thought</code> to be set as input (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
</ul>
<h3>Miscellaneous Chores</h3>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/googleapis/python-aiplatform/blob/main/CHANGELOG.md">google-cloud-aiplatform's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/googleapis/python-aiplatform/compare/v1.96.0...v1.97.0">1.97.0</a>
(2025-06-11)</h2>
<h3>Features</h3>
<ul>
<li>Add GenAI client (experimental) (<a
href="https://github.com/googleapis/python-aiplatform/commit/166b747b2f1676651cd020c9b66df169ca5920fa">166b747</a>)</li>
<li>Expose UrlContextMetadata API to v1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/b57cbd34ca1de69ded45ea584ff5808fe30bd89c">b57cbd3</a>)</li>
<li>Expose UrlContextMetadata API to v1beta1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/b57cbd34ca1de69ded45ea584ff5808fe30bd89c">b57cbd3</a>)</li>
<li>Integration with Vertex AI Multimodal Datasets: Update
<code>train_dataset</code> and <code>validation_dataset</code> in
<code>sft.train()</code> docstring to include the Vertex Multimodal
Dataset as a dataset source option. (<a
href="https://github.com/googleapis/python-aiplatform/commit/eac1de0e363624edd5abede7eb42de66c5ae4d17">eac1de0</a>)</li>
<li>RAG - Introduce configuration to corpus types, with DocumentCorpus
and MemoryCorpus options. (<a
href="https://github.com/googleapis/python-aiplatform/commit/ede4b5b718197ba077e897e49f8079f3da21422e">ede4b5b</a>)</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Add default auth scope (<a
href="https://github.com/googleapis/python-aiplatform/commit/3d747e7ea3c7b681c374c6036e008332e7e04888">3d747e7</a>)</li>
<li>Add support for ADK Agents as a supported type for agent engine (<a
href="https://github.com/googleapis/python-aiplatform/commit/6b177ca9261afb07b291d36e4b8e214d359c4296">6b177ca</a>)</li>
<li>Set memory corpus configuration into RagCorpus object. (<a
href="https://github.com/googleapis/python-aiplatform/commit/39d3c702443af4c4ef2c804d1c43f890c8915878">39d3c70</a>)</li>
</ul>
<h2><a
href="https://github.com/googleapis/python-aiplatform/compare/v1.95.1...v1.96.0">1.96.0</a>
(2025-06-03)</h2>
<h3>Features</h3>
<ul>
<li>A new field <code>include_thoughts</code> is added to message
<code>.google.cloud.aiplatform.v1.GenerationConfig.ThinkingConfig</code>
(<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>A new field <code>include_thoughts</code> is added to message
<code>.google.cloud.aiplatform.v1.Part</code> (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>A new field <code>thought_signature</code> is added to message
<code>.google.cloud.aiplatform.v1.Part</code> (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>A new field <code>thought</code> is added to message
<code>.google.cloud.aiplatform.v1.Part</code> (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add json schema support to structured output and function
declaration (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add json schema support to structured output and function
declaration (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add network_attachment to PscInterfaceConfig (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add psc_interface_config to CustomJobSpec (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add psc_interface_config to PersistentResource (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Add psc_interface_config to PipelineJob (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Expose URL Context API to v1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
<li>Expose URL Context API to v1beta1 (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
</ul>
<h3>Bug Fixes</h3>
<ul>
<li>Small fix in <code>MultimodalDataset.toBigframes()</code>. (<a
href="https://github.com/googleapis/python-aiplatform/commit/ee12f055cb7cd42b99b0d72908243e94907f5470">ee12f05</a>)</li>
</ul>
<h3>Documentation</h3>
<ul>
<li>Allow field <code>thought</code> to be set as input (<a
href="https://github.com/googleapis/python-aiplatform/commit/f2244aac08867e292a07ec7aa958f4f0c6eea09d">f2244aa</a>)</li>
</ul>
<h3>Miscellaneous Chores</h3>
<ul>
<li>Release 1.96.0 (<a
href="https://github.com/googleapis/python-aiplatform/commit/97be629f2790b356340ed6b6ebfe78bff73afca5">97be629</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/da09275f08109a9cb39d7838cf67e7e75b10af84"><code>da09275</code></a>
chore(main): release 1.97.0 (<a
href="https://redirect.github.com/googleapis/python-aiplatform/issues/5385">#5385</a>)</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/1fe610e13e2fb76372378f5103b5d3faec0a2ab1"><code>1fe610e</code></a>
chore: add evaluate method to GenAI evals module</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/fde5c658aeea27e30a6a9d75a8813f161c725dad"><code>fde5c65</code></a>
chore: add metric handlers for GenAI evals module</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/5b1b83cf08b37ed9c01378b897434f760d01583e"><code>5b1b83c</code></a>
chore: Add evals metric validation, load/dump, and versioning utils</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/3d747e7ea3c7b681c374c6036e008332e7e04888"><code>3d747e7</code></a>
fix: Add default auth scope</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/eac1de0e363624edd5abede7eb42de66c5ae4d17"><code>eac1de0</code></a>
feat: Integration with Vertex AI Multimodal Datasets: Update
<code>train_dataset</code> ...</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/6b177ca9261afb07b291d36e4b8e214d359c4296"><code>6b177ca</code></a>
fix: Add support for ADK Agents as a supported type for agent
engine</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/b57cbd34ca1de69ded45ea584ff5808fe30bd89c"><code>b57cbd3</code></a>
Copybara import of the project:</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/9e37d2ea0ff682dadb5b81ec8c0904680e82c7b8"><code>9e37d2e</code></a>
chore: Fix sample lint</li>
<li><a
href="https://github.com/googleapis/python-aiplatform/commit/467e9ed78e13a9aef1b09211aa0210b84009dd3d"><code>467e9ed</code></a>
chore: add eval dataset merging utilities</li>
<li>Additional commits viewable in <a
href="https://github.com/googleapis/python-aiplatform/compare/v1.95.1...v1.97.0">compare
view</a></li>
</ul>
</details>
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python/pyproject.toml

@@ -88,7 +88,7 @@ faiss = [
     "faiss-cpu>=1.10.0"
 ]
 google = [
-    "google-cloud-aiplatform == 1.95.1",
+    "google-cloud-aiplatform == 1.97.0",
     "google-generativeai ~= 0.8"
 ]
 hugging_face = [