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feat: A new field search_entry_point is added to message .google.cloud.aiplatform.v1beta1.GroundingMetadata (#5285)
* feat: add NotebookExecutionJob resource and APIs to public v1beta1 client library PiperOrigin-RevId: 628125855 Source-Link: googleapis/googleapis@f41b4bc Source-Link: googleapis/googleapis-gen@2d65169 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjJkNjUxNjlhZjczNjQ0OGViNWE2NjY0NjEzNGMxNDQwMTUyNzEzYTcifQ== * feat: A new value `TPU_V5_LITEPOD` is added to enum `AcceleratorType` feat: A new field `search_entry_point` is added to message `.google.cloud.aiplatform.v1.GroundingMetadata` feat: A new message `SearchEntryPoint` is added feat: A new field `private_service_connect_config` is added to message `.google.cloud.aiplatform.v1.Endpoint` feat: A new value `INVALID_TOKEN_VALUE` is added to enum `RecordErrorType` feat: A new field `deploy_task_name` is added to message `.google.cloud.aiplatform.v1.PublisherModel` docs: A comment for field `parent` in message `.google.cloud.aiplatform.v1.CreateFeatureGroupRequest` is changed docs: A comment for field `name` in message `.google.cloud.aiplatform.v1.NotebookRuntimeTemplate` is changed docs: A comment for field `base_model` in message `.google.cloud.aiplatform.v1.TuningJob` is changed docs: A comment for field `tuned_model_display_name` in message `.google.cloud.aiplatform.v1.TuningJob` is changed docs: A comment for field `epoch_count` in message `.google.cloud.aiplatform.v1.SupervisedHyperParameters` is changed docs: A comment for field `learning_rate_multiplier` in message `.google.cloud.aiplatform.v1.SupervisedHyperParameters` is changed docs: A comment for field `training_dataset_uri` in message `.google.cloud.aiplatform.v1.SupervisedTuningSpec` is changed docs: A comment for field `validation_dataset_uri` in message `.google.cloud.aiplatform.v1.SupervisedTuningSpec` is changed PiperOrigin-RevId: 629522152 Source-Link: googleapis/googleapis@f9767ca Source-Link: googleapis/googleapis-gen@95e3cf4 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6Ijk1ZTNjZjRhNjUxODBlN2E4ZTI2ODUzYTAzYzMzNWM3N2E5OGQwYzUifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat: A new field `search_entry_point` is added to message `.google.cloud.aiplatform.v1beta1.GroundingMetadata` feat: A new message `SearchEntryPoint` is added feat: A new method `UpdateDatasetVersion` is added to service `DatasetService` feat: A new message `UpdateDatasetVersionRequest` is added feat: A new field `private_service_connect_config` is added to message `.google.cloud.aiplatform.v1beta1.Endpoint` feat: A new field `app_id` is added to message `.google.cloud.aiplatform.v1beta1.RuntimeConfig` feat: A new value `INVALID_TOKEN_VALUE` is added to enum `RecordErrorType` feat: A new field `valid_sparse_record_count` is added to message `.google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata` feat: A new field `invalid_sparse_record_count` is added to message `.google.cloud.aiplatform.v1beta1.NearestNeighborSearchOperationMetadata` feat: A new message `DirectNotebookSource` is added feat: A new message `CustomEnvironmentSpec` is added feat: A new field `direct_notebook_source` is added to message `.google.cloud.aiplatform.v1beta1.NotebookExecutionJob` feat: A new field `custom_environment_spec` is added to message `.google.cloud.aiplatform.v1beta1.NotebookExecutionJob` feat: A new message `CreateNotebookExecutionJobRequest` is added feat: A new field `deploy_task_name` is added to message `.google.cloud.aiplatform.v1beta1.PublisherModel` feat: A new field `fine_tune` is added to message `.google.cloud.aiplatform.v1beta1.PublisherModel` feat: A new field `create_notebook_execution_job_request` is added to message `.google.cloud.aiplatform.v1beta1.Schedule` feat: A new message `RagResource` is added feat: A new field `rag_resources` is added to message `.google.cloud.aiplatform.v1beta1.VertexRagStore` feat: A new field `vector_distance_threshold` is added to message `.google.cloud.aiplatform.v1beta1.VertexRagStore` feat: A new field `failed_rag_files_count` is added to message `.google.cloud.aiplatform.v1beta1.ImportRagFilesResponse` feat: A new field `skipped_rag_files_count` is added to message `.google.cloud.aiplatform.v1beta1.ImportRagFilesResponse` feat: A new field `import_rag_files_config` is added to message `.google.cloud.aiplatform.v1beta1.ImportRagFilesOperationMetadata` feat: A new message `RagResource` is added feat: A new field `rag_resources` is added to message `.google.cloud.aiplatform.v1beta1.RetrieveContextsRequest` feat: A new field `vector_distance_threshold` is added to message `.google.cloud.aiplatform.v1beta1.RetrieveContextsRequest` fix!: An existing method `ChatCompletions` is removed from service `PredictionService` fix!: An existing message `ChatCompletionsRequest` is removed docs: A comment for field `rouge_type` in message `.google.cloud.aiplatform.v1beta1.RougeSpec` is changed docs: A comment for field `file_input_gcs_bucket` in message `.google.cloud.aiplatform.v1beta1.RuntimeConfig` is changed docs: A comment for field `file_output_gcs_bucket` in message `.google.cloud.aiplatform.v1beta1.RuntimeConfig` is changed docs: A comment for field `serving_config_name` in message `.google.cloud.aiplatform.v1beta1.RuntimeConfig` is changed docs: A comment for field `big_query` in message `.google.cloud.aiplatform.v1beta1.FeatureGroup` is changed docs: A comment for field `parent` in message `.google.cloud.aiplatform.v1beta1.CreateFeatureGroupRequest` is changed docs: A comment for field `feature_vector` in message `.google.cloud.aiplatform.v1beta1.IndexDatapoint` is changed docs: A comment for field `vectors_count` in message `.google.cloud.aiplatform.v1beta1.IndexStats` is changed docs: A comment for enum value `EMBEDDING_SIZE_MISMATCH` in enum `RecordErrorType` is changed docs: A comment for field `distance` in message `.google.cloud.aiplatform.v1beta1.FindNeighborsResponse` is changed docs: A comment for field `gcs_notebook_source` in message `.google.cloud.aiplatform.v1beta1.NotebookExecutionJob` is changed docs: A comment for field `gcs_output_uri` in message `.google.cloud.aiplatform.v1beta1.NotebookExecutionJob` is changed docs: A comment for field `name` in message `.google.cloud.aiplatform.v1beta1.NotebookRuntimeTemplate` is changed docs: A comment for field `rag_corpora` in message `.google.cloud.aiplatform.v1beta1.VertexRagStore` is changed docs: A comment for field `gcs_source` in message `.google.cloud.aiplatform.v1beta1.RagFile` is changed docs: A comment for field `rag_corpora` in message `.google.cloud.aiplatform.v1beta1.RetrieveContextsRequest` is changed PiperOrigin-RevId: 629842300 Source-Link: googleapis/googleapis@f86c175 Source-Link: googleapis/googleapis-gen@281af7a Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjI4MWFmN2E0ODViZmRkMmU5ZWIyODBjZDg4ZjhkNjYwYTYxMzU3ODEifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md --------- Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com> Co-authored-by: sofisl <55454395+sofisl@users.noreply.github.com>
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packages/google-cloud-aiplatform/README.md

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| Dataset_service.restore_dataset_version | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.restore_dataset_version.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.restore_dataset_version.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Dataset_service.search_data_items | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.search_data_items.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.search_data_items.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Dataset_service.update_dataset | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.update_dataset.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.update_dataset.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Dataset_service.update_dataset_version | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.update_dataset_version.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/dataset_service.update_dataset_version.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Deployment_resource_pool_service.create_deployment_resource_pool | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/deployment_resource_pool_service.create_deployment_resource_pool.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/deployment_resource_pool_service.create_deployment_resource_pool.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Deployment_resource_pool_service.delete_deployment_resource_pool | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/deployment_resource_pool_service.delete_deployment_resource_pool.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/deployment_resource_pool_service.delete_deployment_resource_pool.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Deployment_resource_pool_service.get_deployment_resource_pool | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/deployment_resource_pool_service.get_deployment_resource_pool.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/deployment_resource_pool_service.get_deployment_resource_pool.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Model_service.upload_model | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/model_service.upload_model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/model_service.upload_model.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.assign_notebook_runtime | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.assign_notebook_runtime.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.assign_notebook_runtime.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.create_notebook_runtime_template | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.create_notebook_runtime_template.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.create_notebook_runtime_template.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.delete_notebook_execution_job | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.delete_notebook_execution_job.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.delete_notebook_execution_job.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.delete_notebook_runtime | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.delete_notebook_runtime.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.delete_notebook_runtime.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.delete_notebook_runtime_template | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.delete_notebook_runtime_template.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.delete_notebook_runtime_template.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.get_notebook_execution_job | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.get_notebook_execution_job.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.get_notebook_execution_job.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.get_notebook_runtime | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.get_notebook_runtime.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.get_notebook_runtime.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.get_notebook_runtime_template | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.get_notebook_runtime_template.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.get_notebook_runtime_template.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.list_notebook_execution_jobs | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.list_notebook_execution_jobs.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.list_notebook_execution_jobs.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.list_notebook_runtime_templates | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.list_notebook_runtime_templates.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.list_notebook_runtime_templates.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.list_notebook_runtimes | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.list_notebook_runtimes.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.list_notebook_runtimes.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Notebook_service.start_notebook_runtime | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.start_notebook_runtime.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1beta1/notebook_service.start_notebook_runtime.js,packages/google-cloud-aiplatform/samples/README.md) |

packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/accelerator_type.proto

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// TPU v4.
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TPU_V4_POD = 10;
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TPU_V5_LITEPOD = 12;
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packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/content.proto

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[(google.api.field_behavior) = OPTIONAL];
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// Optional. Google search entry for the following-up web searches.
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optional SearchEntryPoint search_entry_point = 4
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[(google.api.field_behavior) = OPTIONAL];
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}
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// Google search entry point.
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message SearchEntryPoint {
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// Optional. Web content snippet that can be embedded in a web page or an app
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// webview.
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string rendered_content = 1 [(google.api.field_behavior) = OPTIONAL];
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// Optional. Base64 encoded JSON representing array of <search term, search
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// url> tuple.
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bytes sdk_blob = 2 [(google.api.field_behavior) = OPTIONAL];
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packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/endpoint.proto

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import "google/cloud/aiplatform/v1/explanation.proto";
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// Optional. Configuration for private service connect.
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//
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// [network][google.cloud.aiplatform.v1.Endpoint.network] and
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// [private_service_connect_config][google.cloud.aiplatform.v1.Endpoint.private_service_connect_config]
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PrivateServiceConnectConfig private_service_connect_config = 21
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packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/feature_registry_service.proto

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string parent = 1 [
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packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/genai_tuning_service.proto

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// Copyright 2024 Google LLC
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// Copyright 2023 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.

packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/index_service.proto

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INVALID_TOKEN_VALUE = 15;
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}
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// The error type of this record.

packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/notebook_runtime.proto

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@@ -55,8 +55,8 @@ message NotebookRuntimeTemplate {
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pattern: "projects/{project}/locations/{location}/notebookRuntimeTemplates/{notebook_runtime_template}"
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};
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// Output only. The resource name of the NotebookRuntimeTemplate.
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string name = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
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// The resource name of the NotebookRuntimeTemplate.
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string name = 1;
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// Required. The display name of the NotebookRuntimeTemplate.
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// The name can be up to 128 characters long and can consist of any UTF-8

packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/publisher_model.proto

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@@ -149,6 +149,11 @@ message PublisherModel {
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// any of its supporting files.
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string artifact_uri = 4 [(google.api.field_behavior) = OPTIONAL];
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// Optional. The name of the deploy task (e.g., "text to image
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// generation").
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optional string deploy_task_name = 10
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[(google.api.field_behavior) = OPTIONAL];
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// Required. The title of the regional resource reference.
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string title = 8 [(google.api.field_behavior) = REQUIRED];
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packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/tool.proto

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@@ -121,6 +121,7 @@ message FunctionResponse {
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// Defines a retrieval tool that model can call to access external knowledge.
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message Retrieval {
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// The source of the retrieval.
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oneof source {
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// Set to use data source powered by Vertex AI Search.
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VertexAISearch vertex_ai_search = 2;

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