diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/content.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/content.proto
index dc202fc75bf..f9f7c80b5fd 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/content.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/content.proto
@@ -46,6 +46,9 @@ enum HarmCategory {
 
   // The harm category is sexually explicit content.
   HARM_CATEGORY_SEXUALLY_EXPLICIT = 4;
+
+  // The harm category is civic integrity.
+  HARM_CATEGORY_CIVIC_INTEGRITY = 5;
 }
 
 // The base structured datatype containing multi-part content of a message.
@@ -197,6 +200,12 @@ message GenerationConfig {
   // Optional. Stop sequences.
   repeated string stop_sequences = 6 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. If true, export the logprobs results in response.
+  optional bool response_logprobs = 18 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Logit probabilities.
+  optional int32 logprobs = 7 [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Positive penalties.
   optional float presence_penalty = 8 [(google.api.field_behavior) = OPTIONAL];
 
@@ -247,6 +256,9 @@ message SafetySetting {
 
     // Block none.
     BLOCK_NONE = 4;
+
+    // Turn off the safety filter.
+    OFF = 5;
   }
 
   // Probability vs severity.
@@ -412,6 +424,10 @@ message Candidate {
   // Output only. Average log probability score of the candidate.
   double avg_logprobs = 9 [(google.api.field_behavior) = OUTPUT_ONLY];
 
+  // Output only. Log-likelihood scores for the response tokens and top tokens
+  LogprobsResult logprobs_result = 10
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
   // Output only. The reason why the model stopped generating tokens.
   // If empty, the model has not stopped generating the tokens.
   FinishReason finish_reason = 3 [(google.api.field_behavior) = OUTPUT_ONLY];
@@ -436,6 +452,34 @@ message Candidate {
       [(google.api.field_behavior) = OUTPUT_ONLY];
 }
 
+// Logprobs Result
+message LogprobsResult {
+  // Candidate for the logprobs token and score.
+  message Candidate {
+    // The candidate’s token string value.
+    optional string token = 1;
+
+    // The candidate’s token id value.
+    optional int32 token_id = 3;
+
+    // The candidate's log probability.
+    optional float log_probability = 2;
+  }
+
+  // Candidates with top log probabilities at each decoding step.
+  message TopCandidates {
+    // Sorted by log probability in descending order.
+    repeated Candidate candidates = 1;
+  }
+
+  // Length = total number of decoding steps.
+  repeated TopCandidates top_candidates = 1;
+
+  // Length = total number of decoding steps.
+  // The chosen candidates may or may not be in top_candidates.
+  repeated Candidate chosen_candidates = 2;
+}
+
 // Segment of the content.
 message Segment {
   // Output only. The index of a Part object within its parent Content object.
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/openapi.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/openapi.proto
index 24367044661..216f76aa7fa 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/openapi.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/openapi.proto
@@ -54,8 +54,8 @@ enum Type {
 
 // Schema is used to define the format of input/output data. Represents a select
 // subset of an [OpenAPI 3.0 schema
-// object](https://spec.openapis.org/oas/v3.0.3#schema). More fields may be
-// added in the future as needed.
+// object](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may
+// be added in the future as needed.
 message Schema {
   // Optional. The type of the data.
   Type type = 1 [(google.api.field_behavior) = OPTIONAL];
@@ -98,6 +98,12 @@ message Schema {
   // Properties of Type.OBJECT.
   map<string, Schema> properties = 3 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. The order of the properties.
+  // Not a standard field in open api spec. Only used to support the order of
+  // the properties.
+  repeated string property_ordering = 25
+      [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Required properties of Type.OBJECT.
   repeated string required = 5 [(google.api.field_behavior) = OPTIONAL];
 
@@ -128,4 +134,8 @@ message Schema {
   // Optional. Example of the object. Will only populated when the object is the
   // root.
   google.protobuf.Value example = 4 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. The value should be validated against any (one or more) of the
+  // subschemas in the list.
+  repeated Schema any_of = 11 [(google.api.field_behavior) = OPTIONAL];
 }
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/prediction_service.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/prediction_service.proto
index a37571ca405..4c961fd10dc 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/prediction_service.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/prediction_service.proto
@@ -653,6 +653,11 @@ message CountTokensRequest {
   // external systems to perform an action, or set of actions, outside of
   // knowledge and scope of the model.
   repeated Tool tools = 6 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Generation config that the model will use to generate the
+  // response.
+  optional GenerationConfig generation_config = 7
+      [(google.api.field_behavior) = OPTIONAL];
 }
 
 // Response message for [PredictionService.CountTokens][].
@@ -702,6 +707,15 @@ message GenerateContentRequest {
   // request.
   ToolConfig tool_config = 7 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. The labels with user-defined metadata for the request. It is used
+  // for billing and reporting only.
+  //
+  // Label keys and values can be no longer than 63 characters
+  // (Unicode codepoints) and can only contain lowercase letters, numeric
+  // characters, underscores, and dashes. International characters are allowed.
+  // Label values are optional. Label keys must start with a letter.
+  map<string, string> labels = 10 [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Per request settings for blocking unsafe content.
   // Enforced on GenerateContentResponse.candidates.
   repeated SafetySetting safety_settings = 3
@@ -756,12 +770,16 @@ message GenerateContentResponse {
     // Number of tokens in the response(s).
     int32 candidates_token_count = 2;
 
+    // Total token count for prompt and response candidates.
     int32 total_token_count = 3;
   }
 
   // Output only. Generated candidates.
   repeated Candidate candidates = 2 [(google.api.field_behavior) = OUTPUT_ONLY];
 
+  // Output only. The model version used to generate the response.
+  string model_version = 11 [(google.api.field_behavior) = OUTPUT_ONLY];
+
   // Output only. Content filter results for a prompt sent in the request.
   // Note: Sent only in the first stream chunk.
   // Only happens when no candidates were generated due to content violations.
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/content.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/content.proto
index 831d875988a..cfccbbd912f 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/content.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/content.proto
@@ -46,6 +46,9 @@ enum HarmCategory {
 
   // The harm category is sexually explicit content.
   HARM_CATEGORY_SEXUALLY_EXPLICIT = 4;
+
+  // The harm category is civic integrity.
+  HARM_CATEGORY_CIVIC_INTEGRITY = 5;
 }
 
 // The base structured datatype containing multi-part content of a message.
@@ -197,6 +200,12 @@ message GenerationConfig {
   // Optional. Stop sequences.
   repeated string stop_sequences = 6 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. If true, export the logprobs results in response.
+  optional bool response_logprobs = 18 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Logit probabilities.
+  optional int32 logprobs = 7 [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Positive penalties.
   optional float presence_penalty = 8 [(google.api.field_behavior) = OPTIONAL];
 
@@ -247,6 +256,9 @@ message SafetySetting {
 
     // Block none.
     BLOCK_NONE = 4;
+
+    // Turn off the safety filter.
+    OFF = 5;
   }
 
   // Probability vs severity.
@@ -409,6 +421,10 @@ message Candidate {
   // Output only. Average log probability score of the candidate.
   double avg_logprobs = 9 [(google.api.field_behavior) = OUTPUT_ONLY];
 
+  // Output only. Log-likelihood scores for the response tokens and top tokens
+  LogprobsResult logprobs_result = 10
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
   // Output only. The reason why the model stopped generating tokens.
   // If empty, the model has not stopped generating the tokens.
   FinishReason finish_reason = 3 [(google.api.field_behavior) = OUTPUT_ONLY];
@@ -433,6 +449,34 @@ message Candidate {
       [(google.api.field_behavior) = OUTPUT_ONLY];
 }
 
+// Logprobs Result
+message LogprobsResult {
+  // Candidate for the logprobs token and score.
+  message Candidate {
+    // The candidate’s token string value.
+    optional string token = 1;
+
+    // The candidate’s token id value.
+    optional int32 token_id = 3;
+
+    // The candidate's log probability.
+    optional float log_probability = 2;
+  }
+
+  // Candidates with top log probabilities at each decoding step.
+  message TopCandidates {
+    // Sorted by log probability in descending order.
+    repeated Candidate candidates = 1;
+  }
+
+  // Length = total number of decoding steps.
+  repeated TopCandidates top_candidates = 1;
+
+  // Length = total number of decoding steps.
+  // The chosen candidates may or may not be in top_candidates.
+  repeated Candidate chosen_candidates = 2;
+}
+
 // Segment of the content.
 message Segment {
   // Output only. The index of a Part object within its parent Content object.
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/index_endpoint.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/index_endpoint.proto
index 35b820b5711..7dc2648fc30 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/index_endpoint.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/index_endpoint.proto
@@ -261,6 +261,12 @@ message DeployedIndex {
   //
   // Note: we only support up to 5 deployment groups(not including 'default').
   string deployment_group = 11 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. If set for PSC deployed index, PSC connection will be
+  // automatically created after deployment is done and the endpoint information
+  // is populated in private_endpoints.psc_automated_endpoints.
+  repeated PSCAutomationConfig psc_automation_configs = 19
+      [(google.api.field_behavior) = OPTIONAL];
 }
 
 // Used to set up the auth on the DeployedIndex's private endpoint.
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/io.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/io.proto
index 5bc34737c09..e96c1cd89b4 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/io.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/io.proto
@@ -203,3 +203,48 @@ message JiraSource {
   repeated JiraQueries jira_queries = 1
       [(google.api.field_behavior) = REQUIRED];
 }
+
+// The SharePointSources to pass to ImportRagFiles.
+message SharePointSources {
+  // An individual SharePointSource.
+  message SharePointSource {
+    // The SharePoint folder source. If not provided, uses "root".
+    oneof folder_source {
+      // The path of the SharePoint folder to download from.
+      string sharepoint_folder_path = 5;
+
+      // The ID of the SharePoint folder to download from.
+      string sharepoint_folder_id = 6;
+    }
+
+    // The SharePoint drive source.
+    oneof drive_source {
+      // The name of the drive to download from.
+      string drive_name = 7;
+
+      // The ID of the drive to download from.
+      string drive_id = 8;
+    }
+
+    // The Application ID for the app registered in Microsoft Azure Portal.
+    // The application must also be configured with MS Graph permissions
+    // "Files.ReadAll", "Sites.ReadAll" and BrowserSiteLists.Read.All.
+    string client_id = 1;
+
+    // The application secret for the app registered in Azure.
+    ApiAuth.ApiKeyConfig client_secret = 2;
+
+    // Unique identifier of the Azure Active Directory Instance.
+    string tenant_id = 3;
+
+    // The name of the SharePoint site to download from. This can be the site
+    // name or the site id.
+    string sharepoint_site_name = 4;
+
+    // Output only. The SharePoint file id. Output only.
+    string file_id = 9 [(google.api.field_behavior) = OUTPUT_ONLY];
+  }
+
+  // The SharePoint sources.
+  repeated SharePointSource share_point_sources = 1;
+}
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/openapi.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/openapi.proto
index ba8f6a753de..e17a1aeb277 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/openapi.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/openapi.proto
@@ -54,8 +54,8 @@ enum Type {
 
 // Schema is used to define the format of input/output data. Represents a select
 // subset of an [OpenAPI 3.0 schema
-// object](https://spec.openapis.org/oas/v3.0.3#schema). More fields may be
-// added in the future as needed.
+// object](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may
+// be added in the future as needed.
 message Schema {
   // Optional. The type of the data.
   Type type = 1 [(google.api.field_behavior) = OPTIONAL];
@@ -98,6 +98,12 @@ message Schema {
   // Properties of Type.OBJECT.
   map<string, Schema> properties = 3 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. The order of the properties.
+  // Not a standard field in open api spec. Only used to support the order of
+  // the properties.
+  repeated string property_ordering = 25
+      [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Required properties of Type.OBJECT.
   repeated string required = 5 [(google.api.field_behavior) = OPTIONAL];
 
@@ -128,4 +134,8 @@ message Schema {
   // Optional. Example of the object. Will only populated when the object is the
   // root.
   google.protobuf.Value example = 4 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. The value should be validated against any (one or more) of the
+  // subschemas in the list.
+  repeated Schema any_of = 11 [(google.api.field_behavior) = OPTIONAL];
 }
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/pipeline_job.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/pipeline_job.proto
index bc6a36d97b7..7e55278baf5 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/pipeline_job.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/pipeline_job.proto
@@ -24,6 +24,7 @@ import "google/cloud/aiplatform/v1beta1/encryption_spec.proto";
 import "google/cloud/aiplatform/v1beta1/execution.proto";
 import "google/cloud/aiplatform/v1beta1/pipeline_failure_policy.proto";
 import "google/cloud/aiplatform/v1beta1/pipeline_state.proto";
+import "google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto";
 import "google/cloud/aiplatform/v1beta1/value.proto";
 import "google/protobuf/struct.proto";
 import "google/protobuf/timestamp.proto";
@@ -222,6 +223,22 @@ message PipelineJob {
 
   // Output only. Reserved for future use.
   bool satisfies_pzi = 28 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. The original pipeline job id if this pipeline job is a rerun
+  // of a previous pipeline job.
+  int64 original_pipeline_job_id = 29
+      [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. The rerun configs for each task in the pipeline job.
+  // By default, the rerun will:
+  // 1. Use the same input artifacts as the original run.
+  // 2. Use the same input parameters as the original run.
+  // 3. Skip all the tasks that are already succeeded in the original run.
+  // 4. Rerun all the tasks that are not succeeded in the original run.
+  // By providing this field, users can override the default behavior and
+  // specify the rerun config for each task.
+  repeated PipelineTaskRerunConfig pipeline_task_rerun_configs = 30
+      [(google.api.field_behavior) = OUTPUT_ONLY];
 }
 
 // Pipeline template metadata if
@@ -435,3 +452,42 @@ message PipelineTaskExecutorDetail {
         [(google.api.field_behavior) = OUTPUT_ONLY];
   }
 }
+
+// User provided rerun config to submit a rerun pipelinejob. This includes
+// 1. Which task to rerun
+// 2. User override input parameters and artifacts.
+message PipelineTaskRerunConfig {
+  // A list of artifact metadata.
+  message ArtifactList {
+    // Output only. A list of artifact metadata.
+    repeated RuntimeArtifact artifacts = 1
+        [(google.api.field_behavior) = OUTPUT_ONLY];
+  }
+
+  // Runtime inputs data of the task.
+  message Inputs {
+    // Output only. Input artifacts.
+    map<string, ArtifactList> artifacts = 1
+        [(google.api.field_behavior) = OUTPUT_ONLY];
+
+    // Output only. Input parameters.
+    map<string, google.protobuf.Value> parameter_values = 2
+        [(google.api.field_behavior) = OUTPUT_ONLY];
+  }
+
+  // Output only. The system generated ID of the task. Retrieved from original
+  // run.
+  int64 task_id = 1 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. The name of the task.
+  string task_name = 2 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. The runtime input of the task overridden by the user.
+  Inputs inputs = 3 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Whether to skip this task. Default value is False.
+  bool skip_task = 4 [(google.api.field_behavior) = OUTPUT_ONLY];
+
+  // Output only. Whether to skip downstream tasks. Default value is False.
+  bool skip_downstream_tasks = 5 [(google.api.field_behavior) = OUTPUT_ONLY];
+}
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto
index 3133b859463..10446ada90d 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/prediction_service.proto
@@ -714,6 +714,11 @@ message CountTokensRequest {
   // external systems to perform an action, or set of actions, outside of
   // knowledge and scope of the model.
   repeated Tool tools = 6 [(google.api.field_behavior) = OPTIONAL];
+
+  // Optional. Generation config that the model will use to generate the
+  // response.
+  optional GenerationConfig generation_config = 7
+      [(google.api.field_behavior) = OPTIONAL];
 }
 
 // Response message for
@@ -729,9 +734,14 @@ message CountTokensResponse {
 
 // Request message for [PredictionService.GenerateContent].
 message GenerateContentRequest {
-  // Required. The name of the publisher model requested to serve the
-  // prediction. Format:
+  // Required. The fully qualified name of the publisher model or tuned model
+  // endpoint to use.
+  //
+  // Publisher model format:
   // `projects/{project}/locations/{location}/publishers/*/models/*`
+  //
+  // Tuned model endpoint format:
+  // `projects/{project}/locations/{location}/endpoints/{endpoint}`
   string model = 5 [(google.api.field_behavior) = REQUIRED];
 
   // Required. The content of the current conversation with the model.
@@ -771,6 +781,15 @@ message GenerateContentRequest {
   // request.
   ToolConfig tool_config = 7 [(google.api.field_behavior) = OPTIONAL];
 
+  // Optional. The labels with user-defined metadata for the request. It is used
+  // for billing and reporting only.
+  //
+  // Label keys and values can be no longer than 63 characters
+  // (Unicode codepoints) and can only contain lowercase letters, numeric
+  // characters, underscores, and dashes. International characters are allowed.
+  // Label values are optional. Label keys must start with a letter.
+  map<string, string> labels = 10 [(google.api.field_behavior) = OPTIONAL];
+
   // Optional. Per request settings for blocking unsafe content.
   // Enforced on GenerateContentResponse.candidates.
   repeated SafetySetting safety_settings = 3
@@ -825,6 +844,7 @@ message GenerateContentResponse {
     // Number of tokens in the response(s).
     int32 candidates_token_count = 2;
 
+    // Total token count for prompt and response candidates.
     int32 total_token_count = 3;
 
     // Output only. Number of tokens in the cached part in the input (the cached
@@ -836,6 +856,9 @@ message GenerateContentResponse {
   // Output only. Generated candidates.
   repeated Candidate candidates = 2 [(google.api.field_behavior) = OUTPUT_ONLY];
 
+  // Output only. The model version used to generate the response.
+  string model_version = 11 [(google.api.field_behavior) = OUTPUT_ONLY];
+
   // Output only. Content filter results for a prompt sent in the request.
   // Note: Sent only in the first stream chunk.
   // Only happens when no candidates were generated due to content violations.
@@ -848,9 +871,9 @@ message GenerateContentResponse {
 
 // Request message for [PredictionService.ChatCompletions]
 message ChatCompletionsRequest {
-  // Required. The name of the Endpoint requested to serve the prediction.
+  // Required. The name of the endpoint requested to serve the prediction.
   // Format:
-  // `projects/{project}/locations/{location}/endpoints/openapi`
+  // `projects/{project}/locations/{location}/endpoints/{endpoint}`
   string endpoint = 1 [
     (google.api.field_behavior) = REQUIRED,
     (google.api.resource_reference) = {
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/service_networking.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/service_networking.proto
index 53af326725f..7b26dfb9c7a 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/service_networking.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/service_networking.proto
@@ -31,6 +31,21 @@ option (google.api.resource_definition) = {
   pattern: "projects/{project}/regions/{region}/networkAttachments/{networkattachment}"
 };
 
+// PSC config that is used to automatically create forwarding rule via
+// ServiceConnectionMap.
+message PSCAutomationConfig {
+  // Required. Project id used to create forwarding rule.
+  string project_id = 1 [(google.api.field_behavior) = REQUIRED];
+
+  // Required. The full name of the Google Compute Engine
+  // [network](https://cloud.google.com/compute/docs/networks-and-firewalls#networks).
+  // [Format](https://cloud.google.com/compute/docs/reference/rest/v1/networks/insert):
+  // `projects/{project}/global/networks/{network}`.
+  // Where {project} is a project number, as in '12345', and {network} is
+  // network name.
+  string network = 2 [(google.api.field_behavior) = REQUIRED];
+}
+
 // Represents configuration for private service connect.
 message PrivateServiceConnectConfig {
   // Required. If true, expose the IndexEndpoint via private service connect.
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto
new file mode 100644
index 00000000000..89e2aba9cf8
--- /dev/null
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto
@@ -0,0 +1,85 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+syntax = "proto3";
+
+package google.cloud.aiplatform.v1beta1;
+
+import "google/api/field_behavior.proto";
+import "google/api/resource.proto";
+import "google/cloud/aiplatform/v1beta1/value.proto";
+import "google/protobuf/struct.proto";
+
+option csharp_namespace = "Google.Cloud.AIPlatform.V1Beta1";
+option go_package = "cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb;aiplatformpb";
+option java_multiple_files = true;
+option java_outer_classname = "UiPipelineSpecProto";
+option java_package = "com.google.cloud.aiplatform.v1beta1";
+option php_namespace = "Google\\Cloud\\AIPlatform\\V1beta1";
+option ruby_package = "Google::Cloud::AIPlatform::V1beta1";
+
+// The definition of a artifact type in MLMD.
+message ArtifactTypeSchema {
+  oneof kind {
+    // The name of the type. The format of the title must be:
+    // `<namespace>.<title>`.
+    // Examples:
+    //  - `aiplatform.Model`
+    //  - `acme.CustomModel`
+    // When this field is set, the type must be pre-registered in the MLMD
+    // store.
+    string schema_title = 1;
+
+    // Points to a YAML file stored on Cloud Storage describing the
+    // format.
+    // Deprecated. Use [PipelineArtifactTypeSchema.schema_title][] or
+    // [PipelineArtifactTypeSchema.instance_schema][] instead.
+    string schema_uri = 2 [deprecated = true];
+
+    // Contains a raw YAML string, describing the format of
+    // the properties of the type.
+    string instance_schema = 3;
+  }
+
+  // The schema version of the artifact. If the value is not set, it defaults
+  // to the latest version in the system.
+  string schema_version = 4;
+}
+
+// The definition of a runtime artifact.
+message RuntimeArtifact {
+  // The name of an artifact.
+  string name = 1;
+
+  // The type of the artifact.
+  ArtifactTypeSchema type = 2;
+
+  // The URI of the artifact.
+  string uri = 3;
+
+  // The properties of the artifact.
+  // Deprecated. Use
+  // [RuntimeArtifact.metadata][google.cloud.aiplatform.v1beta1.RuntimeArtifact.metadata]
+  // instead.
+  map<string, Value> properties = 4 [deprecated = true];
+
+  // The custom properties of the artifact.
+  // Deprecated. Use
+  // [RuntimeArtifact.metadata][google.cloud.aiplatform.v1beta1.RuntimeArtifact.metadata]
+  // instead.
+  map<string, Value> custom_properties = 5 [deprecated = true];
+
+  // Properties of the Artifact.
+  google.protobuf.Struct metadata = 6;
+}
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data.proto
index 46a482f7cab..cc23d8cbf0d 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data.proto
@@ -132,6 +132,13 @@ message RagVectorDbConfig {
     string collection_name = 2;
   }
 
+  // The config for the Pinecone.
+  message Pinecone {
+    // Pinecone index name.
+    // This value cannot be changed after it's set.
+    string index_name = 1;
+  }
+
   // The config for the Vertex Feature Store.
   message VertexFeatureStore {
     // The resource name of the FeatureView.
@@ -140,6 +147,19 @@ message RagVectorDbConfig {
     string feature_view_resource_name = 1;
   }
 
+  // The config for the Vertex Vector Search.
+  message VertexVectorSearch {
+    // The resource name of the Index Endpoint.
+    // Format:
+    // `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}`
+    string index_endpoint = 1;
+
+    // The resource name of the Index.
+    // Format:
+    // `projects/{project}/locations/{location}/indexes/{index}`
+    string index = 2;
+  }
+
   // The config for the Vector DB.
   oneof vector_db {
     // The config for the RAG-managed Vector DB.
@@ -148,8 +168,14 @@ message RagVectorDbConfig {
     // The config for the Weaviate.
     Weaviate weaviate = 2;
 
+    // The config for the Pinecone.
+    Pinecone pinecone = 3;
+
     // The config for the Vertex Feature Store.
     VertexFeatureStore vertex_feature_store = 4;
+
+    // The config for the Vertex Vector Search.
+    VertexVectorSearch vertex_vector_search = 6;
   }
 
   // Authentication config for the chosen Vector DB.
@@ -291,6 +317,9 @@ message RagFile {
 
     // The RagFile is imported from a Jira query.
     JiraSource jira_source = 12;
+
+    // The RagFile is imported from a SharePoint source.
+    SharePointSources share_point_sources = 14;
   }
 
   // Output only. The resource name of the RagFile.
@@ -362,6 +391,23 @@ message ImportRagFilesConfig {
 
     // Jira queries with their corresponding authentication.
     JiraSource jira_source = 7;
+
+    // SharePoint sources.
+    SharePointSources share_point_sources = 13;
+  }
+
+  // Optional. If provided, all partial failures are written to the sink.
+  oneof partial_failure_sink {
+    // The Cloud Storage path to write partial failures to.
+    GcsDestination partial_failure_gcs_sink = 11;
+
+    // The BigQuery destination to write partial failures to. It should be a
+    // bigquery table resource name (e.g.
+    // "bq://projectId.bqDatasetId.bqTableId"). If the dataset id does not
+    // exist, it will be created. If the table does not exist, it will be
+    // created with the expected schema. If the table exists, the schema will be
+    // validated and data will be added to this existing table.
+    BigQueryDestination partial_failure_bigquery_sink = 12;
   }
 
   // Specifies the size and overlap of chunks after importing RagFiles.
diff --git a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto
index 0410c817f01..7b28718df53 100644
--- a/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto
+++ b/packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1beta1/vertex_rag_data_service.proto
@@ -295,6 +295,16 @@ message ImportRagFilesRequest {
 // Response message for
 // [VertexRagDataService.ImportRagFiles][google.cloud.aiplatform.v1beta1.VertexRagDataService.ImportRagFiles].
 message ImportRagFilesResponse {
+  // The location into which the partial failures were written.
+  oneof partial_failure_sink {
+    // The Google Cloud Storage path into which the partial failures were
+    // written.
+    string partial_failures_gcs_path = 4;
+
+    // The BigQuery table into which the partial failures were written.
+    string partial_failures_bigquery_table = 5;
+  }
+
   // The number of RagFiles that had been imported into the RagCorpus.
   int64 imported_rag_files_count = 1;
 
diff --git a/packages/google-cloud-aiplatform/protos/protos.d.ts b/packages/google-cloud-aiplatform/protos/protos.d.ts
index f6ea02fc421..508cfe35ac3 100644
--- a/packages/google-cloud-aiplatform/protos/protos.d.ts
+++ b/packages/google-cloud-aiplatform/protos/protos.d.ts
@@ -8734,7 +8734,8 @@ export namespace google {
                     HARM_CATEGORY_HATE_SPEECH = 1,
                     HARM_CATEGORY_DANGEROUS_CONTENT = 2,
                     HARM_CATEGORY_HARASSMENT = 3,
-                    HARM_CATEGORY_SEXUALLY_EXPLICIT = 4
+                    HARM_CATEGORY_SEXUALLY_EXPLICIT = 4,
+                    HARM_CATEGORY_CIVIC_INTEGRITY = 5
                 }
 
                 /** Properties of a Content. */
@@ -9303,6 +9304,12 @@ export namespace google {
                     /** GenerationConfig stopSequences */
                     stopSequences?: (string[]|null);
 
+                    /** GenerationConfig responseLogprobs */
+                    responseLogprobs?: (boolean|null);
+
+                    /** GenerationConfig logprobs */
+                    logprobs?: (number|null);
+
                     /** GenerationConfig presencePenalty */
                     presencePenalty?: (number|null);
 
@@ -9349,6 +9356,12 @@ export namespace google {
                     /** GenerationConfig stopSequences. */
                     public stopSequences: string[];
 
+                    /** GenerationConfig responseLogprobs. */
+                    public responseLogprobs?: (boolean|null);
+
+                    /** GenerationConfig logprobs. */
+                    public logprobs?: (number|null);
+
                     /** GenerationConfig presencePenalty. */
                     public presencePenalty?: (number|null);
 
@@ -9382,6 +9395,12 @@ export namespace google {
                     /** GenerationConfig _maxOutputTokens. */
                     public _maxOutputTokens?: "maxOutputTokens";
 
+                    /** GenerationConfig _responseLogprobs. */
+                    public _responseLogprobs?: "responseLogprobs";
+
+                    /** GenerationConfig _logprobs. */
+                    public _logprobs?: "logprobs";
+
                     /** GenerationConfig _presencePenalty. */
                     public _presencePenalty?: "presencePenalty";
 
@@ -9915,7 +9934,8 @@ export namespace google {
                         BLOCK_LOW_AND_ABOVE = 1,
                         BLOCK_MEDIUM_AND_ABOVE = 2,
                         BLOCK_ONLY_HIGH = 3,
-                        BLOCK_NONE = 4
+                        BLOCK_NONE = 4,
+                        OFF = 5
                     }
 
                     /** HarmBlockMethod enum. */
@@ -10313,6 +10333,9 @@ export namespace google {
                     /** Candidate avgLogprobs */
                     avgLogprobs?: (number|null);
 
+                    /** Candidate logprobsResult */
+                    logprobsResult?: (google.cloud.aiplatform.v1.ILogprobsResult|null);
+
                     /** Candidate finishReason */
                     finishReason?: (google.cloud.aiplatform.v1.Candidate.FinishReason|keyof typeof google.cloud.aiplatform.v1.Candidate.FinishReason|null);
 
@@ -10350,6 +10373,9 @@ export namespace google {
                     /** Candidate avgLogprobs. */
                     public avgLogprobs: number;
 
+                    /** Candidate logprobsResult. */
+                    public logprobsResult?: (google.cloud.aiplatform.v1.ILogprobsResult|null);
+
                     /** Candidate finishReason. */
                     public finishReason: (google.cloud.aiplatform.v1.Candidate.FinishReason|keyof typeof google.cloud.aiplatform.v1.Candidate.FinishReason);
 
@@ -10463,6 +10489,327 @@ export namespace google {
                     }
                 }
 
+                /** Properties of a LogprobsResult. */
+                interface ILogprobsResult {
+
+                    /** LogprobsResult topCandidates */
+                    topCandidates?: (google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates[]|null);
+
+                    /** LogprobsResult chosenCandidates */
+                    chosenCandidates?: (google.cloud.aiplatform.v1.LogprobsResult.ICandidate[]|null);
+                }
+
+                /** Represents a LogprobsResult. */
+                class LogprobsResult implements ILogprobsResult {
+
+                    /**
+                     * Constructs a new LogprobsResult.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1.ILogprobsResult);
+
+                    /** LogprobsResult topCandidates. */
+                    public topCandidates: google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates[];
+
+                    /** LogprobsResult chosenCandidates. */
+                    public chosenCandidates: google.cloud.aiplatform.v1.LogprobsResult.ICandidate[];
+
+                    /**
+                     * Creates a new LogprobsResult instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns LogprobsResult instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1.ILogprobsResult): google.cloud.aiplatform.v1.LogprobsResult;
+
+                    /**
+                     * Encodes the specified LogprobsResult message. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.verify|verify} messages.
+                     * @param message LogprobsResult message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1.ILogprobsResult, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified LogprobsResult message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.verify|verify} messages.
+                     * @param message LogprobsResult message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1.ILogprobsResult, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a LogprobsResult message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns LogprobsResult
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1.LogprobsResult;
+
+                    /**
+                     * Decodes a LogprobsResult message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns LogprobsResult
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.LogprobsResult;
+
+                    /**
+                     * Verifies a LogprobsResult message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a LogprobsResult message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns LogprobsResult
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1.LogprobsResult;
+
+                    /**
+                     * Creates a plain object from a LogprobsResult message. Also converts values to other types if specified.
+                     * @param message LogprobsResult
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1.LogprobsResult, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this LogprobsResult to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for LogprobsResult
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                namespace LogprobsResult {
+
+                    /** Properties of a Candidate. */
+                    interface ICandidate {
+
+                        /** Candidate token */
+                        token?: (string|null);
+
+                        /** Candidate tokenId */
+                        tokenId?: (number|null);
+
+                        /** Candidate logProbability */
+                        logProbability?: (number|null);
+                    }
+
+                    /** Represents a Candidate. */
+                    class Candidate implements ICandidate {
+
+                        /**
+                         * Constructs a new Candidate.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1.LogprobsResult.ICandidate);
+
+                        /** Candidate token. */
+                        public token?: (string|null);
+
+                        /** Candidate tokenId. */
+                        public tokenId?: (number|null);
+
+                        /** Candidate logProbability. */
+                        public logProbability?: (number|null);
+
+                        /** Candidate _token. */
+                        public _token?: "token";
+
+                        /** Candidate _tokenId. */
+                        public _tokenId?: "tokenId";
+
+                        /** Candidate _logProbability. */
+                        public _logProbability?: "logProbability";
+
+                        /**
+                         * Creates a new Candidate instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns Candidate instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1.LogprobsResult.ICandidate): google.cloud.aiplatform.v1.LogprobsResult.Candidate;
+
+                        /**
+                         * Encodes the specified Candidate message. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.Candidate.verify|verify} messages.
+                         * @param message Candidate message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1.LogprobsResult.ICandidate, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified Candidate message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.Candidate.verify|verify} messages.
+                         * @param message Candidate message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1.LogprobsResult.ICandidate, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a Candidate message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns Candidate
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1.LogprobsResult.Candidate;
+
+                        /**
+                         * Decodes a Candidate message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns Candidate
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.LogprobsResult.Candidate;
+
+                        /**
+                         * Verifies a Candidate message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a Candidate message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns Candidate
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1.LogprobsResult.Candidate;
+
+                        /**
+                         * Creates a plain object from a Candidate message. Also converts values to other types if specified.
+                         * @param message Candidate
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1.LogprobsResult.Candidate, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this Candidate to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for Candidate
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+
+                    /** Properties of a TopCandidates. */
+                    interface ITopCandidates {
+
+                        /** TopCandidates candidates */
+                        candidates?: (google.cloud.aiplatform.v1.LogprobsResult.ICandidate[]|null);
+                    }
+
+                    /** Represents a TopCandidates. */
+                    class TopCandidates implements ITopCandidates {
+
+                        /**
+                         * Constructs a new TopCandidates.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates);
+
+                        /** TopCandidates candidates. */
+                        public candidates: google.cloud.aiplatform.v1.LogprobsResult.ICandidate[];
+
+                        /**
+                         * Creates a new TopCandidates instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns TopCandidates instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates): google.cloud.aiplatform.v1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Encodes the specified TopCandidates message. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.verify|verify} messages.
+                         * @param message TopCandidates message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified TopCandidates message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.verify|verify} messages.
+                         * @param message TopCandidates message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a TopCandidates message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns TopCandidates
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Decodes a TopCandidates message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns TopCandidates
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Verifies a TopCandidates message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a TopCandidates message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns TopCandidates
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Creates a plain object from a TopCandidates message. Also converts values to other types if specified.
+                         * @param message TopCandidates
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1.LogprobsResult.TopCandidates, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this TopCandidates to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for TopCandidates
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+                }
+
                 /** Properties of a Segment. */
                 interface ISegment {
 
@@ -11285,6 +11632,9 @@ export namespace google {
                     /** Schema properties */
                     properties?: ({ [k: string]: google.cloud.aiplatform.v1.ISchema }|null);
 
+                    /** Schema propertyOrdering */
+                    propertyOrdering?: (string[]|null);
+
                     /** Schema required */
                     required?: (string[]|null);
 
@@ -11311,6 +11661,9 @@ export namespace google {
 
                     /** Schema example */
                     example?: (google.protobuf.IValue|null);
+
+                    /** Schema anyOf */
+                    anyOf?: (google.cloud.aiplatform.v1.ISchema[]|null);
                 }
 
                 /** Represents a Schema. */
@@ -11355,6 +11708,9 @@ export namespace google {
                     /** Schema properties. */
                     public properties: { [k: string]: google.cloud.aiplatform.v1.ISchema };
 
+                    /** Schema propertyOrdering. */
+                    public propertyOrdering: string[];
+
                     /** Schema required. */
                     public required: string[];
 
@@ -11382,6 +11738,9 @@ export namespace google {
                     /** Schema example. */
                     public example?: (google.protobuf.IValue|null);
 
+                    /** Schema anyOf. */
+                    public anyOf: google.cloud.aiplatform.v1.ISchema[];
+
                     /**
                      * Creates a new Schema instance using the specified properties.
                      * @param [properties] Properties to set
@@ -73835,6 +74194,9 @@ export namespace google {
 
                     /** CountTokensRequest tools */
                     tools?: (google.cloud.aiplatform.v1.ITool[]|null);
+
+                    /** CountTokensRequest generationConfig */
+                    generationConfig?: (google.cloud.aiplatform.v1.IGenerationConfig|null);
                 }
 
                 /** Represents a CountTokensRequest. */
@@ -73864,9 +74226,15 @@ export namespace google {
                     /** CountTokensRequest tools. */
                     public tools: google.cloud.aiplatform.v1.ITool[];
 
+                    /** CountTokensRequest generationConfig. */
+                    public generationConfig?: (google.cloud.aiplatform.v1.IGenerationConfig|null);
+
                     /** CountTokensRequest _systemInstruction. */
                     public _systemInstruction?: "systemInstruction";
 
+                    /** CountTokensRequest _generationConfig. */
+                    public _generationConfig?: "generationConfig";
+
                     /**
                      * Creates a new CountTokensRequest instance using the specified properties.
                      * @param [properties] Properties to set
@@ -74066,6 +74434,9 @@ export namespace google {
                     /** GenerateContentRequest toolConfig */
                     toolConfig?: (google.cloud.aiplatform.v1.IToolConfig|null);
 
+                    /** GenerateContentRequest labels */
+                    labels?: ({ [k: string]: string }|null);
+
                     /** GenerateContentRequest safetySettings */
                     safetySettings?: (google.cloud.aiplatform.v1.ISafetySetting[]|null);
 
@@ -74097,6 +74468,9 @@ export namespace google {
                     /** GenerateContentRequest toolConfig. */
                     public toolConfig?: (google.cloud.aiplatform.v1.IToolConfig|null);
 
+                    /** GenerateContentRequest labels. */
+                    public labels: { [k: string]: string };
+
                     /** GenerateContentRequest safetySettings. */
                     public safetySettings: google.cloud.aiplatform.v1.ISafetySetting[];
 
@@ -74190,6 +74564,9 @@ export namespace google {
                     /** GenerateContentResponse candidates */
                     candidates?: (google.cloud.aiplatform.v1.ICandidate[]|null);
 
+                    /** GenerateContentResponse modelVersion */
+                    modelVersion?: (string|null);
+
                     /** GenerateContentResponse promptFeedback */
                     promptFeedback?: (google.cloud.aiplatform.v1.GenerateContentResponse.IPromptFeedback|null);
 
@@ -74209,6 +74586,9 @@ export namespace google {
                     /** GenerateContentResponse candidates. */
                     public candidates: google.cloud.aiplatform.v1.ICandidate[];
 
+                    /** GenerateContentResponse modelVersion. */
+                    public modelVersion: string;
+
                     /** GenerateContentResponse promptFeedback. */
                     public promptFeedback?: (google.cloud.aiplatform.v1.GenerateContentResponse.IPromptFeedback|null);
 
@@ -126096,6 +126476,257 @@ export namespace google {
                     }
                 }
 
+                /** Properties of a SharePointSources. */
+                interface ISharePointSources {
+
+                    /** SharePointSources sharePointSources */
+                    sharePointSources?: (google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource[]|null);
+                }
+
+                /** Represents a SharePointSources. */
+                class SharePointSources implements ISharePointSources {
+
+                    /**
+                     * Constructs a new SharePointSources.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.ISharePointSources);
+
+                    /** SharePointSources sharePointSources. */
+                    public sharePointSources: google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource[];
+
+                    /**
+                     * Creates a new SharePointSources instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns SharePointSources instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.ISharePointSources): google.cloud.aiplatform.v1beta1.SharePointSources;
+
+                    /**
+                     * Encodes the specified SharePointSources message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.verify|verify} messages.
+                     * @param message SharePointSources message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.ISharePointSources, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified SharePointSources message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.verify|verify} messages.
+                     * @param message SharePointSources message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.ISharePointSources, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a SharePointSources message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns SharePointSources
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.SharePointSources;
+
+                    /**
+                     * Decodes a SharePointSources message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns SharePointSources
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.SharePointSources;
+
+                    /**
+                     * Verifies a SharePointSources message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a SharePointSources message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns SharePointSources
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.SharePointSources;
+
+                    /**
+                     * Creates a plain object from a SharePointSources message. Also converts values to other types if specified.
+                     * @param message SharePointSources
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.SharePointSources, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this SharePointSources to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for SharePointSources
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                namespace SharePointSources {
+
+                    /** Properties of a SharePointSource. */
+                    interface ISharePointSource {
+
+                        /** SharePointSource sharepointFolderPath */
+                        sharepointFolderPath?: (string|null);
+
+                        /** SharePointSource sharepointFolderId */
+                        sharepointFolderId?: (string|null);
+
+                        /** SharePointSource driveName */
+                        driveName?: (string|null);
+
+                        /** SharePointSource driveId */
+                        driveId?: (string|null);
+
+                        /** SharePointSource clientId */
+                        clientId?: (string|null);
+
+                        /** SharePointSource clientSecret */
+                        clientSecret?: (google.cloud.aiplatform.v1beta1.ApiAuth.IApiKeyConfig|null);
+
+                        /** SharePointSource tenantId */
+                        tenantId?: (string|null);
+
+                        /** SharePointSource sharepointSiteName */
+                        sharepointSiteName?: (string|null);
+
+                        /** SharePointSource fileId */
+                        fileId?: (string|null);
+                    }
+
+                    /** Represents a SharePointSource. */
+                    class SharePointSource implements ISharePointSource {
+
+                        /**
+                         * Constructs a new SharePointSource.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource);
+
+                        /** SharePointSource sharepointFolderPath. */
+                        public sharepointFolderPath?: (string|null);
+
+                        /** SharePointSource sharepointFolderId. */
+                        public sharepointFolderId?: (string|null);
+
+                        /** SharePointSource driveName. */
+                        public driveName?: (string|null);
+
+                        /** SharePointSource driveId. */
+                        public driveId?: (string|null);
+
+                        /** SharePointSource clientId. */
+                        public clientId: string;
+
+                        /** SharePointSource clientSecret. */
+                        public clientSecret?: (google.cloud.aiplatform.v1beta1.ApiAuth.IApiKeyConfig|null);
+
+                        /** SharePointSource tenantId. */
+                        public tenantId: string;
+
+                        /** SharePointSource sharepointSiteName. */
+                        public sharepointSiteName: string;
+
+                        /** SharePointSource fileId. */
+                        public fileId: string;
+
+                        /** SharePointSource folderSource. */
+                        public folderSource?: ("sharepointFolderPath"|"sharepointFolderId");
+
+                        /** SharePointSource driveSource. */
+                        public driveSource?: ("driveName"|"driveId");
+
+                        /**
+                         * Creates a new SharePointSource instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns SharePointSource instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource): google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource;
+
+                        /**
+                         * Encodes the specified SharePointSource message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.verify|verify} messages.
+                         * @param message SharePointSource message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified SharePointSource message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.verify|verify} messages.
+                         * @param message SharePointSource message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a SharePointSource message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns SharePointSource
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource;
+
+                        /**
+                         * Decodes a SharePointSource message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns SharePointSource
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource;
+
+                        /**
+                         * Verifies a SharePointSource message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a SharePointSource message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns SharePointSource
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource;
+
+                        /**
+                         * Creates a plain object from a SharePointSource message. Also converts values to other types if specified.
+                         * @param message SharePointSource
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this SharePointSource to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for SharePointSource
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+                }
+
                 /** JobState enum. */
                 enum JobState {
                     JOB_STATE_UNSPECIFIED = 0,
@@ -131986,7 +132617,8 @@ export namespace google {
                     HARM_CATEGORY_HATE_SPEECH = 1,
                     HARM_CATEGORY_DANGEROUS_CONTENT = 2,
                     HARM_CATEGORY_HARASSMENT = 3,
-                    HARM_CATEGORY_SEXUALLY_EXPLICIT = 4
+                    HARM_CATEGORY_SEXUALLY_EXPLICIT = 4,
+                    HARM_CATEGORY_CIVIC_INTEGRITY = 5
                 }
 
                 /** Properties of a Content. */
@@ -132555,6 +133187,12 @@ export namespace google {
                     /** GenerationConfig stopSequences */
                     stopSequences?: (string[]|null);
 
+                    /** GenerationConfig responseLogprobs */
+                    responseLogprobs?: (boolean|null);
+
+                    /** GenerationConfig logprobs */
+                    logprobs?: (number|null);
+
                     /** GenerationConfig presencePenalty */
                     presencePenalty?: (number|null);
 
@@ -132601,6 +133239,12 @@ export namespace google {
                     /** GenerationConfig stopSequences. */
                     public stopSequences: string[];
 
+                    /** GenerationConfig responseLogprobs. */
+                    public responseLogprobs?: (boolean|null);
+
+                    /** GenerationConfig logprobs. */
+                    public logprobs?: (number|null);
+
                     /** GenerationConfig presencePenalty. */
                     public presencePenalty?: (number|null);
 
@@ -132634,6 +133278,12 @@ export namespace google {
                     /** GenerationConfig _maxOutputTokens. */
                     public _maxOutputTokens?: "maxOutputTokens";
 
+                    /** GenerationConfig _responseLogprobs. */
+                    public _responseLogprobs?: "responseLogprobs";
+
+                    /** GenerationConfig _logprobs. */
+                    public _logprobs?: "logprobs";
+
                     /** GenerationConfig _presencePenalty. */
                     public _presencePenalty?: "presencePenalty";
 
@@ -133167,7 +133817,8 @@ export namespace google {
                         BLOCK_LOW_AND_ABOVE = 1,
                         BLOCK_MEDIUM_AND_ABOVE = 2,
                         BLOCK_ONLY_HIGH = 3,
-                        BLOCK_NONE = 4
+                        BLOCK_NONE = 4,
+                        OFF = 5
                     }
 
                     /** HarmBlockMethod enum. */
@@ -133562,6 +134213,9 @@ export namespace google {
                     /** Candidate avgLogprobs */
                     avgLogprobs?: (number|null);
 
+                    /** Candidate logprobsResult */
+                    logprobsResult?: (google.cloud.aiplatform.v1beta1.ILogprobsResult|null);
+
                     /** Candidate finishReason */
                     finishReason?: (google.cloud.aiplatform.v1beta1.Candidate.FinishReason|keyof typeof google.cloud.aiplatform.v1beta1.Candidate.FinishReason|null);
 
@@ -133596,6 +134250,9 @@ export namespace google {
                     /** Candidate avgLogprobs. */
                     public avgLogprobs: number;
 
+                    /** Candidate logprobsResult. */
+                    public logprobsResult?: (google.cloud.aiplatform.v1beta1.ILogprobsResult|null);
+
                     /** Candidate finishReason. */
                     public finishReason: (google.cloud.aiplatform.v1beta1.Candidate.FinishReason|keyof typeof google.cloud.aiplatform.v1beta1.Candidate.FinishReason);
 
@@ -133709,6 +134366,327 @@ export namespace google {
                     }
                 }
 
+                /** Properties of a LogprobsResult. */
+                interface ILogprobsResult {
+
+                    /** LogprobsResult topCandidates */
+                    topCandidates?: (google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates[]|null);
+
+                    /** LogprobsResult chosenCandidates */
+                    chosenCandidates?: (google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate[]|null);
+                }
+
+                /** Represents a LogprobsResult. */
+                class LogprobsResult implements ILogprobsResult {
+
+                    /**
+                     * Constructs a new LogprobsResult.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.ILogprobsResult);
+
+                    /** LogprobsResult topCandidates. */
+                    public topCandidates: google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates[];
+
+                    /** LogprobsResult chosenCandidates. */
+                    public chosenCandidates: google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate[];
+
+                    /**
+                     * Creates a new LogprobsResult instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns LogprobsResult instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.ILogprobsResult): google.cloud.aiplatform.v1beta1.LogprobsResult;
+
+                    /**
+                     * Encodes the specified LogprobsResult message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.verify|verify} messages.
+                     * @param message LogprobsResult message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.ILogprobsResult, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified LogprobsResult message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.verify|verify} messages.
+                     * @param message LogprobsResult message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.ILogprobsResult, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a LogprobsResult message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns LogprobsResult
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.LogprobsResult;
+
+                    /**
+                     * Decodes a LogprobsResult message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns LogprobsResult
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.LogprobsResult;
+
+                    /**
+                     * Verifies a LogprobsResult message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a LogprobsResult message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns LogprobsResult
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.LogprobsResult;
+
+                    /**
+                     * Creates a plain object from a LogprobsResult message. Also converts values to other types if specified.
+                     * @param message LogprobsResult
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.LogprobsResult, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this LogprobsResult to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for LogprobsResult
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                namespace LogprobsResult {
+
+                    /** Properties of a Candidate. */
+                    interface ICandidate {
+
+                        /** Candidate token */
+                        token?: (string|null);
+
+                        /** Candidate tokenId */
+                        tokenId?: (number|null);
+
+                        /** Candidate logProbability */
+                        logProbability?: (number|null);
+                    }
+
+                    /** Represents a Candidate. */
+                    class Candidate implements ICandidate {
+
+                        /**
+                         * Constructs a new Candidate.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate);
+
+                        /** Candidate token. */
+                        public token?: (string|null);
+
+                        /** Candidate tokenId. */
+                        public tokenId?: (number|null);
+
+                        /** Candidate logProbability. */
+                        public logProbability?: (number|null);
+
+                        /** Candidate _token. */
+                        public _token?: "token";
+
+                        /** Candidate _tokenId. */
+                        public _tokenId?: "tokenId";
+
+                        /** Candidate _logProbability. */
+                        public _logProbability?: "logProbability";
+
+                        /**
+                         * Creates a new Candidate instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns Candidate instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate): google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate;
+
+                        /**
+                         * Encodes the specified Candidate message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.verify|verify} messages.
+                         * @param message Candidate message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified Candidate message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.verify|verify} messages.
+                         * @param message Candidate message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a Candidate message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns Candidate
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate;
+
+                        /**
+                         * Decodes a Candidate message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns Candidate
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate;
+
+                        /**
+                         * Verifies a Candidate message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a Candidate message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns Candidate
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate;
+
+                        /**
+                         * Creates a plain object from a Candidate message. Also converts values to other types if specified.
+                         * @param message Candidate
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this Candidate to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for Candidate
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+
+                    /** Properties of a TopCandidates. */
+                    interface ITopCandidates {
+
+                        /** TopCandidates candidates */
+                        candidates?: (google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate[]|null);
+                    }
+
+                    /** Represents a TopCandidates. */
+                    class TopCandidates implements ITopCandidates {
+
+                        /**
+                         * Constructs a new TopCandidates.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates);
+
+                        /** TopCandidates candidates. */
+                        public candidates: google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate[];
+
+                        /**
+                         * Creates a new TopCandidates instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns TopCandidates instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates): google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Encodes the specified TopCandidates message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.verify|verify} messages.
+                         * @param message TopCandidates message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified TopCandidates message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.verify|verify} messages.
+                         * @param message TopCandidates message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a TopCandidates message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns TopCandidates
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Decodes a TopCandidates message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns TopCandidates
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Verifies a TopCandidates message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a TopCandidates message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns TopCandidates
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates;
+
+                        /**
+                         * Creates a plain object from a TopCandidates message. Also converts values to other types if specified.
+                         * @param message TopCandidates
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this TopCandidates to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for TopCandidates
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+                }
+
                 /** Properties of a Segment. */
                 interface ISegment {
 
@@ -134537,6 +135515,9 @@ export namespace google {
                     /** Schema properties */
                     properties?: ({ [k: string]: google.cloud.aiplatform.v1beta1.ISchema }|null);
 
+                    /** Schema propertyOrdering */
+                    propertyOrdering?: (string[]|null);
+
                     /** Schema required */
                     required?: (string[]|null);
 
@@ -134563,6 +135544,9 @@ export namespace google {
 
                     /** Schema example */
                     example?: (google.protobuf.IValue|null);
+
+                    /** Schema anyOf */
+                    anyOf?: (google.cloud.aiplatform.v1beta1.ISchema[]|null);
                 }
 
                 /** Represents a Schema. */
@@ -134607,6 +135591,9 @@ export namespace google {
                     /** Schema properties. */
                     public properties: { [k: string]: google.cloud.aiplatform.v1beta1.ISchema };
 
+                    /** Schema propertyOrdering. */
+                    public propertyOrdering: string[];
+
                     /** Schema required. */
                     public required: string[];
 
@@ -134634,6 +135621,9 @@ export namespace google {
                     /** Schema example. */
                     public example?: (google.protobuf.IValue|null);
 
+                    /** Schema anyOf. */
+                    public anyOf: google.cloud.aiplatform.v1beta1.ISchema[];
+
                     /**
                      * Creates a new Schema instance using the specified properties.
                      * @param [properties] Properties to set
@@ -144947,6 +145937,109 @@ export namespace google {
                     public static getTypeUrl(typeUrlPrefix?: string): string;
                 }
 
+                /** Properties of a PSCAutomationConfig. */
+                interface IPSCAutomationConfig {
+
+                    /** PSCAutomationConfig projectId */
+                    projectId?: (string|null);
+
+                    /** PSCAutomationConfig network */
+                    network?: (string|null);
+                }
+
+                /** Represents a PSCAutomationConfig. */
+                class PSCAutomationConfig implements IPSCAutomationConfig {
+
+                    /**
+                     * Constructs a new PSCAutomationConfig.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IPSCAutomationConfig);
+
+                    /** PSCAutomationConfig projectId. */
+                    public projectId: string;
+
+                    /** PSCAutomationConfig network. */
+                    public network: string;
+
+                    /**
+                     * Creates a new PSCAutomationConfig instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns PSCAutomationConfig instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IPSCAutomationConfig): google.cloud.aiplatform.v1beta1.PSCAutomationConfig;
+
+                    /**
+                     * Encodes the specified PSCAutomationConfig message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PSCAutomationConfig.verify|verify} messages.
+                     * @param message PSCAutomationConfig message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IPSCAutomationConfig, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified PSCAutomationConfig message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PSCAutomationConfig.verify|verify} messages.
+                     * @param message PSCAutomationConfig message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IPSCAutomationConfig, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a PSCAutomationConfig message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns PSCAutomationConfig
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.PSCAutomationConfig;
+
+                    /**
+                     * Decodes a PSCAutomationConfig message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns PSCAutomationConfig
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.PSCAutomationConfig;
+
+                    /**
+                     * Verifies a PSCAutomationConfig message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a PSCAutomationConfig message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns PSCAutomationConfig
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.PSCAutomationConfig;
+
+                    /**
+                     * Creates a plain object from a PSCAutomationConfig message. Also converts values to other types if specified.
+                     * @param message PSCAutomationConfig
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.PSCAutomationConfig, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this PSCAutomationConfig to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for PSCAutomationConfig
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Properties of a PrivateServiceConnectConfig. */
                 interface IPrivateServiceConnectConfig {
 
@@ -187235,6 +188328,9 @@ export namespace google {
 
                     /** DeployedIndex deploymentGroup */
                     deploymentGroup?: (string|null);
+
+                    /** DeployedIndex pscAutomationConfigs */
+                    pscAutomationConfigs?: (google.cloud.aiplatform.v1beta1.IPSCAutomationConfig[]|null);
                 }
 
                 /** Represents a DeployedIndex. */
@@ -187282,6 +188378,9 @@ export namespace google {
                     /** DeployedIndex deploymentGroup. */
                     public deploymentGroup: string;
 
+                    /** DeployedIndex pscAutomationConfigs. */
+                    public pscAutomationConfigs: google.cloud.aiplatform.v1beta1.IPSCAutomationConfig[];
+
                     /**
                      * Creates a new DeployedIndex instance using the specified properties.
                      * @param [properties] Properties to set
@@ -227212,6 +228311,12 @@ export namespace google {
 
                     /** PipelineJob satisfiesPzi */
                     satisfiesPzi?: (boolean|null);
+
+                    /** PipelineJob originalPipelineJobId */
+                    originalPipelineJobId?: (number|Long|string|null);
+
+                    /** PipelineJob pipelineTaskRerunConfigs */
+                    pipelineTaskRerunConfigs?: (google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig[]|null);
                 }
 
                 /** Represents a PipelineJob. */
@@ -227289,6 +228394,12 @@ export namespace google {
                     /** PipelineJob satisfiesPzi. */
                     public satisfiesPzi: boolean;
 
+                    /** PipelineJob originalPipelineJobId. */
+                    public originalPipelineJobId: (number|Long|string);
+
+                    /** PipelineJob pipelineTaskRerunConfigs. */
+                    public pipelineTaskRerunConfigs: google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig[];
+
                     /**
                      * Creates a new PipelineJob instance using the specified properties.
                      * @param [properties] Properties to set
@@ -228519,6 +229630,330 @@ export namespace google {
                     }
                 }
 
+                /** Properties of a PipelineTaskRerunConfig. */
+                interface IPipelineTaskRerunConfig {
+
+                    /** PipelineTaskRerunConfig taskId */
+                    taskId?: (number|Long|string|null);
+
+                    /** PipelineTaskRerunConfig taskName */
+                    taskName?: (string|null);
+
+                    /** PipelineTaskRerunConfig inputs */
+                    inputs?: (google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs|null);
+
+                    /** PipelineTaskRerunConfig skipTask */
+                    skipTask?: (boolean|null);
+
+                    /** PipelineTaskRerunConfig skipDownstreamTasks */
+                    skipDownstreamTasks?: (boolean|null);
+                }
+
+                /** Represents a PipelineTaskRerunConfig. */
+                class PipelineTaskRerunConfig implements IPipelineTaskRerunConfig {
+
+                    /**
+                     * Constructs a new PipelineTaskRerunConfig.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig);
+
+                    /** PipelineTaskRerunConfig taskId. */
+                    public taskId: (number|Long|string);
+
+                    /** PipelineTaskRerunConfig taskName. */
+                    public taskName: string;
+
+                    /** PipelineTaskRerunConfig inputs. */
+                    public inputs?: (google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs|null);
+
+                    /** PipelineTaskRerunConfig skipTask. */
+                    public skipTask: boolean;
+
+                    /** PipelineTaskRerunConfig skipDownstreamTasks. */
+                    public skipDownstreamTasks: boolean;
+
+                    /**
+                     * Creates a new PipelineTaskRerunConfig instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns PipelineTaskRerunConfig instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig;
+
+                    /**
+                     * Encodes the specified PipelineTaskRerunConfig message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.verify|verify} messages.
+                     * @param message PipelineTaskRerunConfig message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified PipelineTaskRerunConfig message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.verify|verify} messages.
+                     * @param message PipelineTaskRerunConfig message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a PipelineTaskRerunConfig message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns PipelineTaskRerunConfig
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig;
+
+                    /**
+                     * Decodes a PipelineTaskRerunConfig message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns PipelineTaskRerunConfig
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig;
+
+                    /**
+                     * Verifies a PipelineTaskRerunConfig message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a PipelineTaskRerunConfig message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns PipelineTaskRerunConfig
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig;
+
+                    /**
+                     * Creates a plain object from a PipelineTaskRerunConfig message. Also converts values to other types if specified.
+                     * @param message PipelineTaskRerunConfig
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this PipelineTaskRerunConfig to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for PipelineTaskRerunConfig
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                namespace PipelineTaskRerunConfig {
+
+                    /** Properties of an ArtifactList. */
+                    interface IArtifactList {
+
+                        /** ArtifactList artifacts */
+                        artifacts?: (google.cloud.aiplatform.v1beta1.IRuntimeArtifact[]|null);
+                    }
+
+                    /** Represents an ArtifactList. */
+                    class ArtifactList implements IArtifactList {
+
+                        /**
+                         * Constructs a new ArtifactList.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList);
+
+                        /** ArtifactList artifacts. */
+                        public artifacts: google.cloud.aiplatform.v1beta1.IRuntimeArtifact[];
+
+                        /**
+                         * Creates a new ArtifactList instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns ArtifactList instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList;
+
+                        /**
+                         * Encodes the specified ArtifactList message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.verify|verify} messages.
+                         * @param message ArtifactList message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified ArtifactList message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.verify|verify} messages.
+                         * @param message ArtifactList message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes an ArtifactList message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns ArtifactList
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList;
+
+                        /**
+                         * Decodes an ArtifactList message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns ArtifactList
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList;
+
+                        /**
+                         * Verifies an ArtifactList message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates an ArtifactList message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns ArtifactList
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList;
+
+                        /**
+                         * Creates a plain object from an ArtifactList message. Also converts values to other types if specified.
+                         * @param message ArtifactList
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this ArtifactList to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for ArtifactList
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+
+                    /** Properties of an Inputs. */
+                    interface IInputs {
+
+                        /** Inputs artifacts */
+                        artifacts?: ({ [k: string]: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList }|null);
+
+                        /** Inputs parameterValues */
+                        parameterValues?: ({ [k: string]: google.protobuf.IValue }|null);
+                    }
+
+                    /** Represents an Inputs. */
+                    class Inputs implements IInputs {
+
+                        /**
+                         * Constructs a new Inputs.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs);
+
+                        /** Inputs artifacts. */
+                        public artifacts: { [k: string]: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList };
+
+                        /** Inputs parameterValues. */
+                        public parameterValues: { [k: string]: google.protobuf.IValue };
+
+                        /**
+                         * Creates a new Inputs instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns Inputs instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs;
+
+                        /**
+                         * Encodes the specified Inputs message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.verify|verify} messages.
+                         * @param message Inputs message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified Inputs message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.verify|verify} messages.
+                         * @param message Inputs message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes an Inputs message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns Inputs
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs;
+
+                        /**
+                         * Decodes an Inputs message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns Inputs
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs;
+
+                        /**
+                         * Verifies an Inputs message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates an Inputs message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns Inputs
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs;
+
+                        /**
+                         * Creates a plain object from an Inputs message. Also converts values to other types if specified.
+                         * @param message Inputs
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this Inputs to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for Inputs
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+                }
+
                 /** PipelineState enum. */
                 enum PipelineState {
                     PIPELINE_STATE_UNSPECIFIED = 0,
@@ -228532,6 +229967,251 @@ export namespace google {
                     PIPELINE_STATE_PAUSED = 8
                 }
 
+                /** Properties of an ArtifactTypeSchema. */
+                interface IArtifactTypeSchema {
+
+                    /** ArtifactTypeSchema schemaTitle */
+                    schemaTitle?: (string|null);
+
+                    /** ArtifactTypeSchema schemaUri */
+                    schemaUri?: (string|null);
+
+                    /** ArtifactTypeSchema instanceSchema */
+                    instanceSchema?: (string|null);
+
+                    /** ArtifactTypeSchema schemaVersion */
+                    schemaVersion?: (string|null);
+                }
+
+                /** Represents an ArtifactTypeSchema. */
+                class ArtifactTypeSchema implements IArtifactTypeSchema {
+
+                    /**
+                     * Constructs a new ArtifactTypeSchema.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IArtifactTypeSchema);
+
+                    /** ArtifactTypeSchema schemaTitle. */
+                    public schemaTitle?: (string|null);
+
+                    /** ArtifactTypeSchema schemaUri. */
+                    public schemaUri?: (string|null);
+
+                    /** ArtifactTypeSchema instanceSchema. */
+                    public instanceSchema?: (string|null);
+
+                    /** ArtifactTypeSchema schemaVersion. */
+                    public schemaVersion: string;
+
+                    /** ArtifactTypeSchema kind. */
+                    public kind?: ("schemaTitle"|"schemaUri"|"instanceSchema");
+
+                    /**
+                     * Creates a new ArtifactTypeSchema instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns ArtifactTypeSchema instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IArtifactTypeSchema): google.cloud.aiplatform.v1beta1.ArtifactTypeSchema;
+
+                    /**
+                     * Encodes the specified ArtifactTypeSchema message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.verify|verify} messages.
+                     * @param message ArtifactTypeSchema message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IArtifactTypeSchema, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified ArtifactTypeSchema message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.verify|verify} messages.
+                     * @param message ArtifactTypeSchema message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IArtifactTypeSchema, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes an ArtifactTypeSchema message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns ArtifactTypeSchema
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.ArtifactTypeSchema;
+
+                    /**
+                     * Decodes an ArtifactTypeSchema message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns ArtifactTypeSchema
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.ArtifactTypeSchema;
+
+                    /**
+                     * Verifies an ArtifactTypeSchema message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates an ArtifactTypeSchema message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns ArtifactTypeSchema
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.ArtifactTypeSchema;
+
+                    /**
+                     * Creates a plain object from an ArtifactTypeSchema message. Also converts values to other types if specified.
+                     * @param message ArtifactTypeSchema
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.ArtifactTypeSchema, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this ArtifactTypeSchema to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for ArtifactTypeSchema
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
+                /** Properties of a RuntimeArtifact. */
+                interface IRuntimeArtifact {
+
+                    /** RuntimeArtifact name */
+                    name?: (string|null);
+
+                    /** RuntimeArtifact type */
+                    type?: (google.cloud.aiplatform.v1beta1.IArtifactTypeSchema|null);
+
+                    /** RuntimeArtifact uri */
+                    uri?: (string|null);
+
+                    /** RuntimeArtifact properties */
+                    properties?: ({ [k: string]: google.cloud.aiplatform.v1beta1.IValue }|null);
+
+                    /** RuntimeArtifact customProperties */
+                    customProperties?: ({ [k: string]: google.cloud.aiplatform.v1beta1.IValue }|null);
+
+                    /** RuntimeArtifact metadata */
+                    metadata?: (google.protobuf.IStruct|null);
+                }
+
+                /** Represents a RuntimeArtifact. */
+                class RuntimeArtifact implements IRuntimeArtifact {
+
+                    /**
+                     * Constructs a new RuntimeArtifact.
+                     * @param [properties] Properties to set
+                     */
+                    constructor(properties?: google.cloud.aiplatform.v1beta1.IRuntimeArtifact);
+
+                    /** RuntimeArtifact name. */
+                    public name: string;
+
+                    /** RuntimeArtifact type. */
+                    public type?: (google.cloud.aiplatform.v1beta1.IArtifactTypeSchema|null);
+
+                    /** RuntimeArtifact uri. */
+                    public uri: string;
+
+                    /** RuntimeArtifact properties. */
+                    public properties: { [k: string]: google.cloud.aiplatform.v1beta1.IValue };
+
+                    /** RuntimeArtifact customProperties. */
+                    public customProperties: { [k: string]: google.cloud.aiplatform.v1beta1.IValue };
+
+                    /** RuntimeArtifact metadata. */
+                    public metadata?: (google.protobuf.IStruct|null);
+
+                    /**
+                     * Creates a new RuntimeArtifact instance using the specified properties.
+                     * @param [properties] Properties to set
+                     * @returns RuntimeArtifact instance
+                     */
+                    public static create(properties?: google.cloud.aiplatform.v1beta1.IRuntimeArtifact): google.cloud.aiplatform.v1beta1.RuntimeArtifact;
+
+                    /**
+                     * Encodes the specified RuntimeArtifact message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RuntimeArtifact.verify|verify} messages.
+                     * @param message RuntimeArtifact message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encode(message: google.cloud.aiplatform.v1beta1.IRuntimeArtifact, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Encodes the specified RuntimeArtifact message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RuntimeArtifact.verify|verify} messages.
+                     * @param message RuntimeArtifact message or plain object to encode
+                     * @param [writer] Writer to encode to
+                     * @returns Writer
+                     */
+                    public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.IRuntimeArtifact, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                    /**
+                     * Decodes a RuntimeArtifact message from the specified reader or buffer.
+                     * @param reader Reader or buffer to decode from
+                     * @param [length] Message length if known beforehand
+                     * @returns RuntimeArtifact
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.RuntimeArtifact;
+
+                    /**
+                     * Decodes a RuntimeArtifact message from the specified reader or buffer, length delimited.
+                     * @param reader Reader or buffer to decode from
+                     * @returns RuntimeArtifact
+                     * @throws {Error} If the payload is not a reader or valid buffer
+                     * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                     */
+                    public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.RuntimeArtifact;
+
+                    /**
+                     * Verifies a RuntimeArtifact message.
+                     * @param message Plain object to verify
+                     * @returns `null` if valid, otherwise the reason why it is not
+                     */
+                    public static verify(message: { [k: string]: any }): (string|null);
+
+                    /**
+                     * Creates a RuntimeArtifact message from a plain object. Also converts values to their respective internal types.
+                     * @param object Plain object
+                     * @returns RuntimeArtifact
+                     */
+                    public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.RuntimeArtifact;
+
+                    /**
+                     * Creates a plain object from a RuntimeArtifact message. Also converts values to other types if specified.
+                     * @param message RuntimeArtifact
+                     * @param [options] Conversion options
+                     * @returns Plain object
+                     */
+                    public static toObject(message: google.cloud.aiplatform.v1beta1.RuntimeArtifact, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                    /**
+                     * Converts this RuntimeArtifact to JSON.
+                     * @returns JSON object
+                     */
+                    public toJSON(): { [k: string]: any };
+
+                    /**
+                     * Gets the default type url for RuntimeArtifact
+                     * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                     * @returns The default type url
+                     */
+                    public static getTypeUrl(typeUrlPrefix?: string): string;
+                }
+
                 /** Properties of a Value. */
                 interface IValue {
 
@@ -233969,6 +235649,9 @@ export namespace google {
 
                     /** CountTokensRequest tools */
                     tools?: (google.cloud.aiplatform.v1beta1.ITool[]|null);
+
+                    /** CountTokensRequest generationConfig */
+                    generationConfig?: (google.cloud.aiplatform.v1beta1.IGenerationConfig|null);
                 }
 
                 /** Represents a CountTokensRequest. */
@@ -233998,9 +235681,15 @@ export namespace google {
                     /** CountTokensRequest tools. */
                     public tools: google.cloud.aiplatform.v1beta1.ITool[];
 
+                    /** CountTokensRequest generationConfig. */
+                    public generationConfig?: (google.cloud.aiplatform.v1beta1.IGenerationConfig|null);
+
                     /** CountTokensRequest _systemInstruction. */
                     public _systemInstruction?: "systemInstruction";
 
+                    /** CountTokensRequest _generationConfig. */
+                    public _generationConfig?: "generationConfig";
+
                     /**
                      * Creates a new CountTokensRequest instance using the specified properties.
                      * @param [properties] Properties to set
@@ -234203,6 +235892,9 @@ export namespace google {
                     /** GenerateContentRequest toolConfig */
                     toolConfig?: (google.cloud.aiplatform.v1beta1.IToolConfig|null);
 
+                    /** GenerateContentRequest labels */
+                    labels?: ({ [k: string]: string }|null);
+
                     /** GenerateContentRequest safetySettings */
                     safetySettings?: (google.cloud.aiplatform.v1beta1.ISafetySetting[]|null);
 
@@ -234237,6 +235929,9 @@ export namespace google {
                     /** GenerateContentRequest toolConfig. */
                     public toolConfig?: (google.cloud.aiplatform.v1beta1.IToolConfig|null);
 
+                    /** GenerateContentRequest labels. */
+                    public labels: { [k: string]: string };
+
                     /** GenerateContentRequest safetySettings. */
                     public safetySettings: google.cloud.aiplatform.v1beta1.ISafetySetting[];
 
@@ -234330,6 +236025,9 @@ export namespace google {
                     /** GenerateContentResponse candidates */
                     candidates?: (google.cloud.aiplatform.v1beta1.ICandidate[]|null);
 
+                    /** GenerateContentResponse modelVersion */
+                    modelVersion?: (string|null);
+
                     /** GenerateContentResponse promptFeedback */
                     promptFeedback?: (google.cloud.aiplatform.v1beta1.GenerateContentResponse.IPromptFeedback|null);
 
@@ -234349,6 +236047,9 @@ export namespace google {
                     /** GenerateContentResponse candidates. */
                     public candidates: google.cloud.aiplatform.v1beta1.ICandidate[];
 
+                    /** GenerateContentResponse modelVersion. */
+                    public modelVersion: string;
+
                     /** GenerateContentResponse promptFeedback. */
                     public promptFeedback?: (google.cloud.aiplatform.v1beta1.GenerateContentResponse.IPromptFeedback|null);
 
@@ -257442,9 +259143,15 @@ export namespace google {
                     /** RagVectorDbConfig weaviate */
                     weaviate?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IWeaviate|null);
 
+                    /** RagVectorDbConfig pinecone */
+                    pinecone?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone|null);
+
                     /** RagVectorDbConfig vertexFeatureStore */
                     vertexFeatureStore?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexFeatureStore|null);
 
+                    /** RagVectorDbConfig vertexVectorSearch */
+                    vertexVectorSearch?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch|null);
+
                     /** RagVectorDbConfig apiAuth */
                     apiAuth?: (google.cloud.aiplatform.v1beta1.IApiAuth|null);
                 }
@@ -257464,14 +259171,20 @@ export namespace google {
                     /** RagVectorDbConfig weaviate. */
                     public weaviate?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IWeaviate|null);
 
+                    /** RagVectorDbConfig pinecone. */
+                    public pinecone?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone|null);
+
                     /** RagVectorDbConfig vertexFeatureStore. */
                     public vertexFeatureStore?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexFeatureStore|null);
 
+                    /** RagVectorDbConfig vertexVectorSearch. */
+                    public vertexVectorSearch?: (google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch|null);
+
                     /** RagVectorDbConfig apiAuth. */
                     public apiAuth?: (google.cloud.aiplatform.v1beta1.IApiAuth|null);
 
                     /** RagVectorDbConfig vectorDb. */
-                    public vectorDb?: ("ragManagedDb"|"weaviate"|"vertexFeatureStore");
+                    public vectorDb?: ("ragManagedDb"|"weaviate"|"pinecone"|"vertexFeatureStore"|"vertexVectorSearch");
 
                     /**
                      * Creates a new RagVectorDbConfig instance using the specified properties.
@@ -257747,6 +259460,103 @@ export namespace google {
                         public static getTypeUrl(typeUrlPrefix?: string): string;
                     }
 
+                    /** Properties of a Pinecone. */
+                    interface IPinecone {
+
+                        /** Pinecone indexName */
+                        indexName?: (string|null);
+                    }
+
+                    /** Represents a Pinecone. */
+                    class Pinecone implements IPinecone {
+
+                        /**
+                         * Constructs a new Pinecone.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone);
+
+                        /** Pinecone indexName. */
+                        public indexName: string;
+
+                        /**
+                         * Creates a new Pinecone instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns Pinecone instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone;
+
+                        /**
+                         * Encodes the specified Pinecone message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.verify|verify} messages.
+                         * @param message Pinecone message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified Pinecone message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.verify|verify} messages.
+                         * @param message Pinecone message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a Pinecone message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns Pinecone
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone;
+
+                        /**
+                         * Decodes a Pinecone message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns Pinecone
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone;
+
+                        /**
+                         * Verifies a Pinecone message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a Pinecone message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns Pinecone
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone;
+
+                        /**
+                         * Creates a plain object from a Pinecone message. Also converts values to other types if specified.
+                         * @param message Pinecone
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this Pinecone to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for Pinecone
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
+
                     /** Properties of a VertexFeatureStore. */
                     interface IVertexFeatureStore {
 
@@ -257843,6 +259653,109 @@ export namespace google {
                          */
                         public static getTypeUrl(typeUrlPrefix?: string): string;
                     }
+
+                    /** Properties of a VertexVectorSearch. */
+                    interface IVertexVectorSearch {
+
+                        /** VertexVectorSearch indexEndpoint */
+                        indexEndpoint?: (string|null);
+
+                        /** VertexVectorSearch index */
+                        index?: (string|null);
+                    }
+
+                    /** Represents a VertexVectorSearch. */
+                    class VertexVectorSearch implements IVertexVectorSearch {
+
+                        /**
+                         * Constructs a new VertexVectorSearch.
+                         * @param [properties] Properties to set
+                         */
+                        constructor(properties?: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch);
+
+                        /** VertexVectorSearch indexEndpoint. */
+                        public indexEndpoint: string;
+
+                        /** VertexVectorSearch index. */
+                        public index: string;
+
+                        /**
+                         * Creates a new VertexVectorSearch instance using the specified properties.
+                         * @param [properties] Properties to set
+                         * @returns VertexVectorSearch instance
+                         */
+                        public static create(properties?: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch;
+
+                        /**
+                         * Encodes the specified VertexVectorSearch message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.verify|verify} messages.
+                         * @param message VertexVectorSearch message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encode(message: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Encodes the specified VertexVectorSearch message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.verify|verify} messages.
+                         * @param message VertexVectorSearch message or plain object to encode
+                         * @param [writer] Writer to encode to
+                         * @returns Writer
+                         */
+                        public static encodeDelimited(message: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch, writer?: $protobuf.Writer): $protobuf.Writer;
+
+                        /**
+                         * Decodes a VertexVectorSearch message from the specified reader or buffer.
+                         * @param reader Reader or buffer to decode from
+                         * @param [length] Message length if known beforehand
+                         * @returns VertexVectorSearch
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch;
+
+                        /**
+                         * Decodes a VertexVectorSearch message from the specified reader or buffer, length delimited.
+                         * @param reader Reader or buffer to decode from
+                         * @returns VertexVectorSearch
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch;
+
+                        /**
+                         * Verifies a VertexVectorSearch message.
+                         * @param message Plain object to verify
+                         * @returns `null` if valid, otherwise the reason why it is not
+                         */
+                        public static verify(message: { [k: string]: any }): (string|null);
+
+                        /**
+                         * Creates a VertexVectorSearch message from a plain object. Also converts values to their respective internal types.
+                         * @param object Plain object
+                         * @returns VertexVectorSearch
+                         */
+                        public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch;
+
+                        /**
+                         * Creates a plain object from a VertexVectorSearch message. Also converts values to other types if specified.
+                         * @param message VertexVectorSearch
+                         * @param [options] Conversion options
+                         * @returns Plain object
+                         */
+                        public static toObject(message: google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch, options?: $protobuf.IConversionOptions): { [k: string]: any };
+
+                        /**
+                         * Converts this VertexVectorSearch to JSON.
+                         * @returns JSON object
+                         */
+                        public toJSON(): { [k: string]: any };
+
+                        /**
+                         * Gets the default type url for VertexVectorSearch
+                         * @param [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns The default type url
+                         */
+                        public static getTypeUrl(typeUrlPrefix?: string): string;
+                    }
                 }
 
                 /** Properties of a FileStatus. */
@@ -258229,6 +260142,9 @@ export namespace google {
                     /** RagFile jiraSource */
                     jiraSource?: (google.cloud.aiplatform.v1beta1.IJiraSource|null);
 
+                    /** RagFile sharePointSources */
+                    sharePointSources?: (google.cloud.aiplatform.v1beta1.ISharePointSources|null);
+
                     /** RagFile name */
                     name?: (string|null);
 
@@ -258278,6 +260194,9 @@ export namespace google {
                     /** RagFile jiraSource. */
                     public jiraSource?: (google.cloud.aiplatform.v1beta1.IJiraSource|null);
 
+                    /** RagFile sharePointSources. */
+                    public sharePointSources?: (google.cloud.aiplatform.v1beta1.ISharePointSources|null);
+
                     /** RagFile name. */
                     public name: string;
 
@@ -258303,7 +260222,7 @@ export namespace google {
                     public fileStatus?: (google.cloud.aiplatform.v1beta1.IFileStatus|null);
 
                     /** RagFile ragFileSource. */
-                    public ragFileSource?: ("gcsSource"|"googleDriveSource"|"directUploadSource"|"slackSource"|"jiraSource");
+                    public ragFileSource?: ("gcsSource"|"googleDriveSource"|"directUploadSource"|"slackSource"|"jiraSource"|"sharePointSources");
 
                     /**
                      * Creates a new RagFile instance using the specified properties.
@@ -258705,6 +260624,15 @@ export namespace google {
                     /** ImportRagFilesConfig jiraSource */
                     jiraSource?: (google.cloud.aiplatform.v1beta1.IJiraSource|null);
 
+                    /** ImportRagFilesConfig sharePointSources */
+                    sharePointSources?: (google.cloud.aiplatform.v1beta1.ISharePointSources|null);
+
+                    /** ImportRagFilesConfig partialFailureGcsSink */
+                    partialFailureGcsSink?: (google.cloud.aiplatform.v1beta1.IGcsDestination|null);
+
+                    /** ImportRagFilesConfig partialFailureBigquerySink */
+                    partialFailureBigquerySink?: (google.cloud.aiplatform.v1beta1.IBigQueryDestination|null);
+
                     /** ImportRagFilesConfig ragFileChunkingConfig */
                     ragFileChunkingConfig?: (google.cloud.aiplatform.v1beta1.IRagFileChunkingConfig|null);
 
@@ -258736,6 +260664,15 @@ export namespace google {
                     /** ImportRagFilesConfig jiraSource. */
                     public jiraSource?: (google.cloud.aiplatform.v1beta1.IJiraSource|null);
 
+                    /** ImportRagFilesConfig sharePointSources. */
+                    public sharePointSources?: (google.cloud.aiplatform.v1beta1.ISharePointSources|null);
+
+                    /** ImportRagFilesConfig partialFailureGcsSink. */
+                    public partialFailureGcsSink?: (google.cloud.aiplatform.v1beta1.IGcsDestination|null);
+
+                    /** ImportRagFilesConfig partialFailureBigquerySink. */
+                    public partialFailureBigquerySink?: (google.cloud.aiplatform.v1beta1.IBigQueryDestination|null);
+
                     /** ImportRagFilesConfig ragFileChunkingConfig. */
                     public ragFileChunkingConfig?: (google.cloud.aiplatform.v1beta1.IRagFileChunkingConfig|null);
 
@@ -258746,7 +260683,10 @@ export namespace google {
                     public maxEmbeddingRequestsPerMin: number;
 
                     /** ImportRagFilesConfig importSource. */
-                    public importSource?: ("gcsSource"|"googleDriveSource"|"slackSource"|"jiraSource");
+                    public importSource?: ("gcsSource"|"googleDriveSource"|"slackSource"|"jiraSource"|"sharePointSources");
+
+                    /** ImportRagFilesConfig partialFailureSink. */
+                    public partialFailureSink?: ("partialFailureGcsSink"|"partialFailureBigquerySink");
 
                     /**
                      * Creates a new ImportRagFilesConfig instance using the specified properties.
@@ -259896,6 +261836,12 @@ export namespace google {
                 /** Properties of an ImportRagFilesResponse. */
                 interface IImportRagFilesResponse {
 
+                    /** ImportRagFilesResponse partialFailuresGcsPath */
+                    partialFailuresGcsPath?: (string|null);
+
+                    /** ImportRagFilesResponse partialFailuresBigqueryTable */
+                    partialFailuresBigqueryTable?: (string|null);
+
                     /** ImportRagFilesResponse importedRagFilesCount */
                     importedRagFilesCount?: (number|Long|string|null);
 
@@ -259915,6 +261861,12 @@ export namespace google {
                      */
                     constructor(properties?: google.cloud.aiplatform.v1beta1.IImportRagFilesResponse);
 
+                    /** ImportRagFilesResponse partialFailuresGcsPath. */
+                    public partialFailuresGcsPath?: (string|null);
+
+                    /** ImportRagFilesResponse partialFailuresBigqueryTable. */
+                    public partialFailuresBigqueryTable?: (string|null);
+
                     /** ImportRagFilesResponse importedRagFilesCount. */
                     public importedRagFilesCount: (number|Long|string);
 
@@ -259924,6 +261876,9 @@ export namespace google {
                     /** ImportRagFilesResponse skippedRagFilesCount. */
                     public skippedRagFilesCount: (number|Long|string);
 
+                    /** ImportRagFilesResponse partialFailureSink. */
+                    public partialFailureSink?: ("partialFailuresGcsPath"|"partialFailuresBigqueryTable");
+
                     /**
                      * Creates a new ImportRagFilesResponse instance using the specified properties.
                      * @param [properties] Properties to set
diff --git a/packages/google-cloud-aiplatform/protos/protos.js b/packages/google-cloud-aiplatform/protos/protos.js
index 09409ceb086..d4a6a7c79b1 100644
--- a/packages/google-cloud-aiplatform/protos/protos.js
+++ b/packages/google-cloud-aiplatform/protos/protos.js
@@ -22575,6 +22575,7 @@
                      * @property {number} HARM_CATEGORY_DANGEROUS_CONTENT=2 HARM_CATEGORY_DANGEROUS_CONTENT value
                      * @property {number} HARM_CATEGORY_HARASSMENT=3 HARM_CATEGORY_HARASSMENT value
                      * @property {number} HARM_CATEGORY_SEXUALLY_EXPLICIT=4 HARM_CATEGORY_SEXUALLY_EXPLICIT value
+                     * @property {number} HARM_CATEGORY_CIVIC_INTEGRITY=5 HARM_CATEGORY_CIVIC_INTEGRITY value
                      */
                     v1.HarmCategory = (function() {
                         var valuesById = {}, values = Object.create(valuesById);
@@ -22583,6 +22584,7 @@
                         values[valuesById[2] = "HARM_CATEGORY_DANGEROUS_CONTENT"] = 2;
                         values[valuesById[3] = "HARM_CATEGORY_HARASSMENT"] = 3;
                         values[valuesById[4] = "HARM_CATEGORY_SEXUALLY_EXPLICIT"] = 4;
+                        values[valuesById[5] = "HARM_CATEGORY_CIVIC_INTEGRITY"] = 5;
                         return values;
                     })();
     
@@ -23951,6 +23953,8 @@
                          * @property {number|null} [candidateCount] GenerationConfig candidateCount
                          * @property {number|null} [maxOutputTokens] GenerationConfig maxOutputTokens
                          * @property {Array.<string>|null} [stopSequences] GenerationConfig stopSequences
+                         * @property {boolean|null} [responseLogprobs] GenerationConfig responseLogprobs
+                         * @property {number|null} [logprobs] GenerationConfig logprobs
                          * @property {number|null} [presencePenalty] GenerationConfig presencePenalty
                          * @property {number|null} [frequencyPenalty] GenerationConfig frequencyPenalty
                          * @property {number|null} [seed] GenerationConfig seed
@@ -24023,6 +24027,22 @@
                          */
                         GenerationConfig.prototype.stopSequences = $util.emptyArray;
     
+                        /**
+                         * GenerationConfig responseLogprobs.
+                         * @member {boolean|null|undefined} responseLogprobs
+                         * @memberof google.cloud.aiplatform.v1.GenerationConfig
+                         * @instance
+                         */
+                        GenerationConfig.prototype.responseLogprobs = null;
+    
+                        /**
+                         * GenerationConfig logprobs.
+                         * @member {number|null|undefined} logprobs
+                         * @memberof google.cloud.aiplatform.v1.GenerationConfig
+                         * @instance
+                         */
+                        GenerationConfig.prototype.logprobs = null;
+    
                         /**
                          * GenerationConfig presencePenalty.
                          * @member {number|null|undefined} presencePenalty
@@ -24129,6 +24149,28 @@
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
+                        /**
+                         * GenerationConfig _responseLogprobs.
+                         * @member {"responseLogprobs"|undefined} _responseLogprobs
+                         * @memberof google.cloud.aiplatform.v1.GenerationConfig
+                         * @instance
+                         */
+                        Object.defineProperty(GenerationConfig.prototype, "_responseLogprobs", {
+                            get: $util.oneOfGetter($oneOfFields = ["responseLogprobs"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
+                        /**
+                         * GenerationConfig _logprobs.
+                         * @member {"logprobs"|undefined} _logprobs
+                         * @memberof google.cloud.aiplatform.v1.GenerationConfig
+                         * @instance
+                         */
+                        Object.defineProperty(GenerationConfig.prototype, "_logprobs", {
+                            get: $util.oneOfGetter($oneOfFields = ["logprobs"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
                         /**
                          * GenerationConfig _presencePenalty.
                          * @member {"presencePenalty"|undefined} _presencePenalty
@@ -24221,6 +24263,8 @@
                             if (message.stopSequences != null && message.stopSequences.length)
                                 for (var i = 0; i < message.stopSequences.length; ++i)
                                     writer.uint32(/* id 6, wireType 2 =*/50).string(message.stopSequences[i]);
+                            if (message.logprobs != null && Object.hasOwnProperty.call(message, "logprobs"))
+                                writer.uint32(/* id 7, wireType 0 =*/56).int32(message.logprobs);
                             if (message.presencePenalty != null && Object.hasOwnProperty.call(message, "presencePenalty"))
                                 writer.uint32(/* id 8, wireType 5 =*/69).float(message.presencePenalty);
                             if (message.frequencyPenalty != null && Object.hasOwnProperty.call(message, "frequencyPenalty"))
@@ -24233,6 +24277,8 @@
                                 $root.google.cloud.aiplatform.v1.Schema.encode(message.responseSchema, writer.uint32(/* id 16, wireType 2 =*/130).fork()).ldelim();
                             if (message.routingConfig != null && Object.hasOwnProperty.call(message, "routingConfig"))
                                 $root.google.cloud.aiplatform.v1.GenerationConfig.RoutingConfig.encode(message.routingConfig, writer.uint32(/* id 17, wireType 2 =*/138).fork()).ldelim();
+                            if (message.responseLogprobs != null && Object.hasOwnProperty.call(message, "responseLogprobs"))
+                                writer.uint32(/* id 18, wireType 0 =*/144).bool(message.responseLogprobs);
                             return writer;
                         };
     
@@ -24293,6 +24339,14 @@
                                         message.stopSequences.push(reader.string());
                                         break;
                                     }
+                                case 18: {
+                                        message.responseLogprobs = reader.bool();
+                                        break;
+                                    }
+                                case 7: {
+                                        message.logprobs = reader.int32();
+                                        break;
+                                    }
                                 case 8: {
                                         message.presencePenalty = reader.float();
                                         break;
@@ -24385,6 +24439,16 @@
                                     if (!$util.isString(message.stopSequences[i]))
                                         return "stopSequences: string[] expected";
                             }
+                            if (message.responseLogprobs != null && message.hasOwnProperty("responseLogprobs")) {
+                                properties._responseLogprobs = 1;
+                                if (typeof message.responseLogprobs !== "boolean")
+                                    return "responseLogprobs: boolean expected";
+                            }
+                            if (message.logprobs != null && message.hasOwnProperty("logprobs")) {
+                                properties._logprobs = 1;
+                                if (!$util.isInteger(message.logprobs))
+                                    return "logprobs: integer expected";
+                            }
                             if (message.presencePenalty != null && message.hasOwnProperty("presencePenalty")) {
                                 properties._presencePenalty = 1;
                                 if (typeof message.presencePenalty !== "number")
@@ -24451,6 +24515,10 @@
                                 for (var i = 0; i < object.stopSequences.length; ++i)
                                     message.stopSequences[i] = String(object.stopSequences[i]);
                             }
+                            if (object.responseLogprobs != null)
+                                message.responseLogprobs = Boolean(object.responseLogprobs);
+                            if (object.logprobs != null)
+                                message.logprobs = object.logprobs | 0;
                             if (object.presencePenalty != null)
                                 message.presencePenalty = Number(object.presencePenalty);
                             if (object.frequencyPenalty != null)
@@ -24519,6 +24587,11 @@
                                 for (var j = 0; j < message.stopSequences.length; ++j)
                                     object.stopSequences[j] = message.stopSequences[j];
                             }
+                            if (message.logprobs != null && message.hasOwnProperty("logprobs")) {
+                                object.logprobs = message.logprobs;
+                                if (options.oneofs)
+                                    object._logprobs = "logprobs";
+                            }
                             if (message.presencePenalty != null && message.hasOwnProperty("presencePenalty")) {
                                 object.presencePenalty = options.json && !isFinite(message.presencePenalty) ? String(message.presencePenalty) : message.presencePenalty;
                                 if (options.oneofs)
@@ -24546,6 +24619,11 @@
                                 if (options.oneofs)
                                     object._routingConfig = "routingConfig";
                             }
+                            if (message.responseLogprobs != null && message.hasOwnProperty("responseLogprobs")) {
+                                object.responseLogprobs = message.responseLogprobs;
+                                if (options.oneofs)
+                                    object._responseLogprobs = "responseLogprobs";
+                            }
                             return object;
                         };
     
@@ -25499,6 +25577,7 @@
                                 case 2:
                                 case 3:
                                 case 4:
+                                case 5:
                                     break;
                                 }
                             if (message.threshold != null && message.hasOwnProperty("threshold"))
@@ -25510,6 +25589,7 @@
                                 case 2:
                                 case 3:
                                 case 4:
+                                case 5:
                                     break;
                                 }
                             if (message.method != null && message.hasOwnProperty("method"))
@@ -25563,6 +25643,10 @@
                             case 4:
                                 message.category = 4;
                                 break;
+                            case "HARM_CATEGORY_CIVIC_INTEGRITY":
+                            case 5:
+                                message.category = 5;
+                                break;
                             }
                             switch (object.threshold) {
                             default:
@@ -25591,6 +25675,10 @@
                             case 4:
                                 message.threshold = 4;
                                 break;
+                            case "OFF":
+                            case 5:
+                                message.threshold = 5;
+                                break;
                             }
                             switch (object.method) {
                             default:
@@ -25677,6 +25765,7 @@
                          * @property {number} BLOCK_MEDIUM_AND_ABOVE=2 BLOCK_MEDIUM_AND_ABOVE value
                          * @property {number} BLOCK_ONLY_HIGH=3 BLOCK_ONLY_HIGH value
                          * @property {number} BLOCK_NONE=4 BLOCK_NONE value
+                         * @property {number} OFF=5 OFF value
                          */
                         SafetySetting.HarmBlockThreshold = (function() {
                             var valuesById = {}, values = Object.create(valuesById);
@@ -25685,6 +25774,7 @@
                             values[valuesById[2] = "BLOCK_MEDIUM_AND_ABOVE"] = 2;
                             values[valuesById[3] = "BLOCK_ONLY_HIGH"] = 3;
                             values[valuesById[4] = "BLOCK_NONE"] = 4;
+                            values[valuesById[5] = "OFF"] = 5;
                             return values;
                         })();
     
@@ -25922,6 +26012,7 @@
                                 case 2:
                                 case 3:
                                 case 4:
+                                case 5:
                                     break;
                                 }
                             if (message.probability != null && message.hasOwnProperty("probability"))
@@ -25997,6 +26088,10 @@
                             case 4:
                                 message.category = 4;
                                 break;
+                            case "HARM_CATEGORY_CIVIC_INTEGRITY":
+                            case 5:
+                                message.category = 5;
+                                break;
                             }
                             switch (object.probability) {
                             default:
@@ -26726,6 +26821,7 @@
                          * @property {google.cloud.aiplatform.v1.IContent|null} [content] Candidate content
                          * @property {number|null} [score] Candidate score
                          * @property {number|null} [avgLogprobs] Candidate avgLogprobs
+                         * @property {google.cloud.aiplatform.v1.ILogprobsResult|null} [logprobsResult] Candidate logprobsResult
                          * @property {google.cloud.aiplatform.v1.Candidate.FinishReason|null} [finishReason] Candidate finishReason
                          * @property {Array.<google.cloud.aiplatform.v1.ISafetyRating>|null} [safetyRatings] Candidate safetyRatings
                          * @property {string|null} [finishMessage] Candidate finishMessage
@@ -26781,6 +26877,14 @@
                          */
                         Candidate.prototype.avgLogprobs = 0;
     
+                        /**
+                         * Candidate logprobsResult.
+                         * @member {google.cloud.aiplatform.v1.ILogprobsResult|null|undefined} logprobsResult
+                         * @memberof google.cloud.aiplatform.v1.Candidate
+                         * @instance
+                         */
+                        Candidate.prototype.logprobsResult = null;
+    
                         /**
                          * Candidate finishReason.
                          * @member {google.cloud.aiplatform.v1.Candidate.FinishReason} finishReason
@@ -26878,6 +26982,8 @@
                                 writer.uint32(/* id 8, wireType 1 =*/65).double(message.score);
                             if (message.avgLogprobs != null && Object.hasOwnProperty.call(message, "avgLogprobs"))
                                 writer.uint32(/* id 9, wireType 1 =*/73).double(message.avgLogprobs);
+                            if (message.logprobsResult != null && Object.hasOwnProperty.call(message, "logprobsResult"))
+                                $root.google.cloud.aiplatform.v1.LogprobsResult.encode(message.logprobsResult, writer.uint32(/* id 10, wireType 2 =*/82).fork()).ldelim();
                             return writer;
                         };
     
@@ -26928,6 +27034,10 @@
                                         message.avgLogprobs = reader.double();
                                         break;
                                     }
+                                case 10: {
+                                        message.logprobsResult = $root.google.cloud.aiplatform.v1.LogprobsResult.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 3: {
                                         message.finishReason = reader.int32();
                                         break;
@@ -27000,6 +27110,11 @@
                             if (message.avgLogprobs != null && message.hasOwnProperty("avgLogprobs"))
                                 if (typeof message.avgLogprobs !== "number")
                                     return "avgLogprobs: number expected";
+                            if (message.logprobsResult != null && message.hasOwnProperty("logprobsResult")) {
+                                var error = $root.google.cloud.aiplatform.v1.LogprobsResult.verify(message.logprobsResult);
+                                if (error)
+                                    return "logprobsResult." + error;
+                            }
                             if (message.finishReason != null && message.hasOwnProperty("finishReason"))
                                 switch (message.finishReason) {
                                 default:
@@ -27066,6 +27181,11 @@
                                 message.score = Number(object.score);
                             if (object.avgLogprobs != null)
                                 message.avgLogprobs = Number(object.avgLogprobs);
+                            if (object.logprobsResult != null) {
+                                if (typeof object.logprobsResult !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1.Candidate.logprobsResult: object expected");
+                                message.logprobsResult = $root.google.cloud.aiplatform.v1.LogprobsResult.fromObject(object.logprobsResult);
+                            }
                             switch (object.finishReason) {
                             default:
                                 if (typeof object.finishReason === "number") {
@@ -27162,6 +27282,7 @@
                                 object.groundingMetadata = null;
                                 object.score = 0;
                                 object.avgLogprobs = 0;
+                                object.logprobsResult = null;
                             }
                             if (message.index != null && message.hasOwnProperty("index"))
                                 object.index = message.index;
@@ -27187,6 +27308,8 @@
                                 object.score = options.json && !isFinite(message.score) ? String(message.score) : message.score;
                             if (message.avgLogprobs != null && message.hasOwnProperty("avgLogprobs"))
                                 object.avgLogprobs = options.json && !isFinite(message.avgLogprobs) ? String(message.avgLogprobs) : message.avgLogprobs;
+                            if (message.logprobsResult != null && message.hasOwnProperty("logprobsResult"))
+                                object.logprobsResult = $root.google.cloud.aiplatform.v1.LogprobsResult.toObject(message.logprobsResult, options);
                             return object;
                         };
     
@@ -27249,6 +27372,796 @@
                         return Candidate;
                     })();
     
+                    v1.LogprobsResult = (function() {
+    
+                        /**
+                         * Properties of a LogprobsResult.
+                         * @memberof google.cloud.aiplatform.v1
+                         * @interface ILogprobsResult
+                         * @property {Array.<google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates>|null} [topCandidates] LogprobsResult topCandidates
+                         * @property {Array.<google.cloud.aiplatform.v1.LogprobsResult.ICandidate>|null} [chosenCandidates] LogprobsResult chosenCandidates
+                         */
+    
+                        /**
+                         * Constructs a new LogprobsResult.
+                         * @memberof google.cloud.aiplatform.v1
+                         * @classdesc Represents a LogprobsResult.
+                         * @implements ILogprobsResult
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1.ILogprobsResult=} [properties] Properties to set
+                         */
+                        function LogprobsResult(properties) {
+                            this.topCandidates = [];
+                            this.chosenCandidates = [];
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * LogprobsResult topCandidates.
+                         * @member {Array.<google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates>} topCandidates
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @instance
+                         */
+                        LogprobsResult.prototype.topCandidates = $util.emptyArray;
+    
+                        /**
+                         * LogprobsResult chosenCandidates.
+                         * @member {Array.<google.cloud.aiplatform.v1.LogprobsResult.ICandidate>} chosenCandidates
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @instance
+                         */
+                        LogprobsResult.prototype.chosenCandidates = $util.emptyArray;
+    
+                        /**
+                         * Creates a new LogprobsResult instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1.ILogprobsResult=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1.LogprobsResult} LogprobsResult instance
+                         */
+                        LogprobsResult.create = function create(properties) {
+                            return new LogprobsResult(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified LogprobsResult message. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1.ILogprobsResult} message LogprobsResult message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        LogprobsResult.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.topCandidates != null && message.topCandidates.length)
+                                for (var i = 0; i < message.topCandidates.length; ++i)
+                                    $root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.encode(message.topCandidates[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            if (message.chosenCandidates != null && message.chosenCandidates.length)
+                                for (var i = 0; i < message.chosenCandidates.length; ++i)
+                                    $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.encode(message.chosenCandidates[i], writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified LogprobsResult message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1.ILogprobsResult} message LogprobsResult message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        LogprobsResult.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a LogprobsResult message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1.LogprobsResult} LogprobsResult
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        LogprobsResult.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1.LogprobsResult();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        if (!(message.topCandidates && message.topCandidates.length))
+                                            message.topCandidates = [];
+                                        message.topCandidates.push($root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                case 2: {
+                                        if (!(message.chosenCandidates && message.chosenCandidates.length))
+                                            message.chosenCandidates = [];
+                                        message.chosenCandidates.push($root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a LogprobsResult message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1.LogprobsResult} LogprobsResult
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        LogprobsResult.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a LogprobsResult message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        LogprobsResult.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.topCandidates != null && message.hasOwnProperty("topCandidates")) {
+                                if (!Array.isArray(message.topCandidates))
+                                    return "topCandidates: array expected";
+                                for (var i = 0; i < message.topCandidates.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.verify(message.topCandidates[i]);
+                                    if (error)
+                                        return "topCandidates." + error;
+                                }
+                            }
+                            if (message.chosenCandidates != null && message.hasOwnProperty("chosenCandidates")) {
+                                if (!Array.isArray(message.chosenCandidates))
+                                    return "chosenCandidates: array expected";
+                                for (var i = 0; i < message.chosenCandidates.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.verify(message.chosenCandidates[i]);
+                                    if (error)
+                                        return "chosenCandidates." + error;
+                                }
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a LogprobsResult message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1.LogprobsResult} LogprobsResult
+                         */
+                        LogprobsResult.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1.LogprobsResult)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1.LogprobsResult();
+                            if (object.topCandidates) {
+                                if (!Array.isArray(object.topCandidates))
+                                    throw TypeError(".google.cloud.aiplatform.v1.LogprobsResult.topCandidates: array expected");
+                                message.topCandidates = [];
+                                for (var i = 0; i < object.topCandidates.length; ++i) {
+                                    if (typeof object.topCandidates[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1.LogprobsResult.topCandidates: object expected");
+                                    message.topCandidates[i] = $root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.fromObject(object.topCandidates[i]);
+                                }
+                            }
+                            if (object.chosenCandidates) {
+                                if (!Array.isArray(object.chosenCandidates))
+                                    throw TypeError(".google.cloud.aiplatform.v1.LogprobsResult.chosenCandidates: array expected");
+                                message.chosenCandidates = [];
+                                for (var i = 0; i < object.chosenCandidates.length; ++i) {
+                                    if (typeof object.chosenCandidates[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1.LogprobsResult.chosenCandidates: object expected");
+                                    message.chosenCandidates[i] = $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.fromObject(object.chosenCandidates[i]);
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a LogprobsResult message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1.LogprobsResult} message LogprobsResult
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        LogprobsResult.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.arrays || options.defaults) {
+                                object.topCandidates = [];
+                                object.chosenCandidates = [];
+                            }
+                            if (message.topCandidates && message.topCandidates.length) {
+                                object.topCandidates = [];
+                                for (var j = 0; j < message.topCandidates.length; ++j)
+                                    object.topCandidates[j] = $root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.toObject(message.topCandidates[j], options);
+                            }
+                            if (message.chosenCandidates && message.chosenCandidates.length) {
+                                object.chosenCandidates = [];
+                                for (var j = 0; j < message.chosenCandidates.length; ++j)
+                                    object.chosenCandidates[j] = $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.toObject(message.chosenCandidates[j], options);
+                            }
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this LogprobsResult to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        LogprobsResult.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for LogprobsResult
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        LogprobsResult.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1.LogprobsResult";
+                        };
+    
+                        LogprobsResult.Candidate = (function() {
+    
+                            /**
+                             * Properties of a Candidate.
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                             * @interface ICandidate
+                             * @property {string|null} [token] Candidate token
+                             * @property {number|null} [tokenId] Candidate tokenId
+                             * @property {number|null} [logProbability] Candidate logProbability
+                             */
+    
+                            /**
+                             * Constructs a new Candidate.
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                             * @classdesc Represents a Candidate.
+                             * @implements ICandidate
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ICandidate=} [properties] Properties to set
+                             */
+                            function Candidate(properties) {
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * Candidate token.
+                             * @member {string|null|undefined} token
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Candidate.prototype.token = null;
+    
+                            /**
+                             * Candidate tokenId.
+                             * @member {number|null|undefined} tokenId
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Candidate.prototype.tokenId = null;
+    
+                            /**
+                             * Candidate logProbability.
+                             * @member {number|null|undefined} logProbability
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Candidate.prototype.logProbability = null;
+    
+                            // OneOf field names bound to virtual getters and setters
+                            var $oneOfFields;
+    
+                            /**
+                             * Candidate _token.
+                             * @member {"token"|undefined} _token
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Object.defineProperty(Candidate.prototype, "_token", {
+                                get: $util.oneOfGetter($oneOfFields = ["token"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * Candidate _tokenId.
+                             * @member {"tokenId"|undefined} _tokenId
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Object.defineProperty(Candidate.prototype, "_tokenId", {
+                                get: $util.oneOfGetter($oneOfFields = ["tokenId"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * Candidate _logProbability.
+                             * @member {"logProbability"|undefined} _logProbability
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Object.defineProperty(Candidate.prototype, "_logProbability", {
+                                get: $util.oneOfGetter($oneOfFields = ["logProbability"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * Creates a new Candidate instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ICandidate=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.Candidate} Candidate instance
+                             */
+                            Candidate.create = function create(properties) {
+                                return new Candidate(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified Candidate message. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.Candidate.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ICandidate} message Candidate message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Candidate.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.token != null && Object.hasOwnProperty.call(message, "token"))
+                                    writer.uint32(/* id 1, wireType 2 =*/10).string(message.token);
+                                if (message.logProbability != null && Object.hasOwnProperty.call(message, "logProbability"))
+                                    writer.uint32(/* id 2, wireType 5 =*/21).float(message.logProbability);
+                                if (message.tokenId != null && Object.hasOwnProperty.call(message, "tokenId"))
+                                    writer.uint32(/* id 3, wireType 0 =*/24).int32(message.tokenId);
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified Candidate message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.Candidate.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ICandidate} message Candidate message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Candidate.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a Candidate message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.Candidate} Candidate
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Candidate.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            message.token = reader.string();
+                                            break;
+                                        }
+                                    case 3: {
+                                            message.tokenId = reader.int32();
+                                            break;
+                                        }
+                                    case 2: {
+                                            message.logProbability = reader.float();
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a Candidate message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.Candidate} Candidate
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Candidate.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a Candidate message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            Candidate.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                var properties = {};
+                                if (message.token != null && message.hasOwnProperty("token")) {
+                                    properties._token = 1;
+                                    if (!$util.isString(message.token))
+                                        return "token: string expected";
+                                }
+                                if (message.tokenId != null && message.hasOwnProperty("tokenId")) {
+                                    properties._tokenId = 1;
+                                    if (!$util.isInteger(message.tokenId))
+                                        return "tokenId: integer expected";
+                                }
+                                if (message.logProbability != null && message.hasOwnProperty("logProbability")) {
+                                    properties._logProbability = 1;
+                                    if (typeof message.logProbability !== "number")
+                                        return "logProbability: number expected";
+                                }
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a Candidate message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.Candidate} Candidate
+                             */
+                            Candidate.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate();
+                                if (object.token != null)
+                                    message.token = String(object.token);
+                                if (object.tokenId != null)
+                                    message.tokenId = object.tokenId | 0;
+                                if (object.logProbability != null)
+                                    message.logProbability = Number(object.logProbability);
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a Candidate message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.Candidate} message Candidate
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            Candidate.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (message.token != null && message.hasOwnProperty("token")) {
+                                    object.token = message.token;
+                                    if (options.oneofs)
+                                        object._token = "token";
+                                }
+                                if (message.logProbability != null && message.hasOwnProperty("logProbability")) {
+                                    object.logProbability = options.json && !isFinite(message.logProbability) ? String(message.logProbability) : message.logProbability;
+                                    if (options.oneofs)
+                                        object._logProbability = "logProbability";
+                                }
+                                if (message.tokenId != null && message.hasOwnProperty("tokenId")) {
+                                    object.tokenId = message.tokenId;
+                                    if (options.oneofs)
+                                        object._tokenId = "tokenId";
+                                }
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this Candidate to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            Candidate.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for Candidate
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.Candidate
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            Candidate.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1.LogprobsResult.Candidate";
+                            };
+    
+                            return Candidate;
+                        })();
+    
+                        LogprobsResult.TopCandidates = (function() {
+    
+                            /**
+                             * Properties of a TopCandidates.
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                             * @interface ITopCandidates
+                             * @property {Array.<google.cloud.aiplatform.v1.LogprobsResult.ICandidate>|null} [candidates] TopCandidates candidates
+                             */
+    
+                            /**
+                             * Constructs a new TopCandidates.
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult
+                             * @classdesc Represents a TopCandidates.
+                             * @implements ITopCandidates
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates=} [properties] Properties to set
+                             */
+                            function TopCandidates(properties) {
+                                this.candidates = [];
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * TopCandidates candidates.
+                             * @member {Array.<google.cloud.aiplatform.v1.LogprobsResult.ICandidate>} candidates
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @instance
+                             */
+                            TopCandidates.prototype.candidates = $util.emptyArray;
+    
+                            /**
+                             * Creates a new TopCandidates instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.TopCandidates} TopCandidates instance
+                             */
+                            TopCandidates.create = function create(properties) {
+                                return new TopCandidates(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified TopCandidates message. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates} message TopCandidates message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            TopCandidates.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.candidates != null && message.candidates.length)
+                                    for (var i = 0; i < message.candidates.length; ++i)
+                                        $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.encode(message.candidates[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified TopCandidates message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.ITopCandidates} message TopCandidates message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            TopCandidates.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a TopCandidates message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.TopCandidates} TopCandidates
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            TopCandidates.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            if (!(message.candidates && message.candidates.length))
+                                                message.candidates = [];
+                                            message.candidates.push($root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.decode(reader, reader.uint32()));
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a TopCandidates message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.TopCandidates} TopCandidates
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            TopCandidates.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a TopCandidates message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            TopCandidates.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.candidates != null && message.hasOwnProperty("candidates")) {
+                                    if (!Array.isArray(message.candidates))
+                                        return "candidates: array expected";
+                                    for (var i = 0; i < message.candidates.length; ++i) {
+                                        var error = $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.verify(message.candidates[i]);
+                                        if (error)
+                                            return "candidates." + error;
+                                    }
+                                }
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a TopCandidates message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1.LogprobsResult.TopCandidates} TopCandidates
+                             */
+                            TopCandidates.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1.LogprobsResult.TopCandidates();
+                                if (object.candidates) {
+                                    if (!Array.isArray(object.candidates))
+                                        throw TypeError(".google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.candidates: array expected");
+                                    message.candidates = [];
+                                    for (var i = 0; i < object.candidates.length; ++i) {
+                                        if (typeof object.candidates[i] !== "object")
+                                            throw TypeError(".google.cloud.aiplatform.v1.LogprobsResult.TopCandidates.candidates: object expected");
+                                        message.candidates[i] = $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.fromObject(object.candidates[i]);
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a TopCandidates message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1.LogprobsResult.TopCandidates} message TopCandidates
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            TopCandidates.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.arrays || options.defaults)
+                                    object.candidates = [];
+                                if (message.candidates && message.candidates.length) {
+                                    object.candidates = [];
+                                    for (var j = 0; j < message.candidates.length; ++j)
+                                        object.candidates[j] = $root.google.cloud.aiplatform.v1.LogprobsResult.Candidate.toObject(message.candidates[j], options);
+                                }
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this TopCandidates to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            TopCandidates.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for TopCandidates
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            TopCandidates.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1.LogprobsResult.TopCandidates";
+                            };
+    
+                            return TopCandidates;
+                        })();
+    
+                        return LogprobsResult;
+                    })();
+    
                     v1.Segment = (function() {
     
                         /**
@@ -29258,6 +30171,7 @@
                          * @property {number|Long|null} [maxItems] Schema maxItems
                          * @property {Array.<string>|null} ["enum"] Schema enum
                          * @property {Object.<string,google.cloud.aiplatform.v1.ISchema>|null} [properties] Schema properties
+                         * @property {Array.<string>|null} [propertyOrdering] Schema propertyOrdering
                          * @property {Array.<string>|null} [required] Schema required
                          * @property {number|Long|null} [minProperties] Schema minProperties
                          * @property {number|Long|null} [maxProperties] Schema maxProperties
@@ -29267,6 +30181,7 @@
                          * @property {number|Long|null} [maxLength] Schema maxLength
                          * @property {string|null} [pattern] Schema pattern
                          * @property {google.protobuf.IValue|null} [example] Schema example
+                         * @property {Array.<google.cloud.aiplatform.v1.ISchema>|null} [anyOf] Schema anyOf
                          */
     
                         /**
@@ -29280,7 +30195,9 @@
                         function Schema(properties) {
                             this["enum"] = [];
                             this.properties = {};
+                            this.propertyOrdering = [];
                             this.required = [];
+                            this.anyOf = [];
                             if (properties)
                                 for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
                                     if (properties[keys[i]] != null)
@@ -29375,6 +30292,14 @@
                          */
                         Schema.prototype.properties = $util.emptyObject;
     
+                        /**
+                         * Schema propertyOrdering.
+                         * @member {Array.<string>} propertyOrdering
+                         * @memberof google.cloud.aiplatform.v1.Schema
+                         * @instance
+                         */
+                        Schema.prototype.propertyOrdering = $util.emptyArray;
+    
                         /**
                          * Schema required.
                          * @member {Array.<string>} required
@@ -29447,6 +30372,14 @@
                          */
                         Schema.prototype.example = null;
     
+                        /**
+                         * Schema anyOf.
+                         * @member {Array.<google.cloud.aiplatform.v1.ISchema>} anyOf
+                         * @memberof google.cloud.aiplatform.v1.Schema
+                         * @instance
+                         */
+                        Schema.prototype.anyOf = $util.emptyArray;
+    
                         /**
                          * Creates a new Schema instance using the specified properties.
                          * @function create
@@ -29494,6 +30427,9 @@
                             if (message["enum"] != null && message["enum"].length)
                                 for (var i = 0; i < message["enum"].length; ++i)
                                     writer.uint32(/* id 9, wireType 2 =*/74).string(message["enum"][i]);
+                            if (message.anyOf != null && message.anyOf.length)
+                                for (var i = 0; i < message.anyOf.length; ++i)
+                                    $root.google.cloud.aiplatform.v1.Schema.encode(message.anyOf[i], writer.uint32(/* id 11, wireType 2 =*/90).fork()).ldelim();
                             if (message.minProperties != null && Object.hasOwnProperty.call(message, "minProperties"))
                                 writer.uint32(/* id 14, wireType 0 =*/112).int64(message.minProperties);
                             if (message.maxProperties != null && Object.hasOwnProperty.call(message, "maxProperties"))
@@ -29516,6 +30452,9 @@
                                 $root.google.protobuf.Value.encode(message["default"], writer.uint32(/* id 23, wireType 2 =*/186).fork()).ldelim();
                             if (message.title != null && Object.hasOwnProperty.call(message, "title"))
                                 writer.uint32(/* id 24, wireType 2 =*/194).string(message.title);
+                            if (message.propertyOrdering != null && message.propertyOrdering.length)
+                                for (var i = 0; i < message.propertyOrdering.length; ++i)
+                                    writer.uint32(/* id 25, wireType 2 =*/202).string(message.propertyOrdering[i]);
                             return writer;
                         };
     
@@ -29615,6 +30554,12 @@
                                         message.properties[key] = value;
                                         break;
                                     }
+                                case 25: {
+                                        if (!(message.propertyOrdering && message.propertyOrdering.length))
+                                            message.propertyOrdering = [];
+                                        message.propertyOrdering.push(reader.string());
+                                        break;
+                                    }
                                 case 5: {
                                         if (!(message.required && message.required.length))
                                             message.required = [];
@@ -29653,6 +30598,12 @@
                                         message.example = $root.google.protobuf.Value.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 11: {
+                                        if (!(message.anyOf && message.anyOf.length))
+                                            message.anyOf = [];
+                                        message.anyOf.push($root.google.cloud.aiplatform.v1.Schema.decode(reader, reader.uint32()));
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -29746,6 +30697,13 @@
                                         return "properties." + error;
                                 }
                             }
+                            if (message.propertyOrdering != null && message.hasOwnProperty("propertyOrdering")) {
+                                if (!Array.isArray(message.propertyOrdering))
+                                    return "propertyOrdering: array expected";
+                                for (var i = 0; i < message.propertyOrdering.length; ++i)
+                                    if (!$util.isString(message.propertyOrdering[i]))
+                                        return "propertyOrdering: string[] expected";
+                            }
                             if (message.required != null && message.hasOwnProperty("required")) {
                                 if (!Array.isArray(message.required))
                                     return "required: array expected";
@@ -29779,6 +30737,15 @@
                                 if (error)
                                     return "example." + error;
                             }
+                            if (message.anyOf != null && message.hasOwnProperty("anyOf")) {
+                                if (!Array.isArray(message.anyOf))
+                                    return "anyOf: array expected";
+                                for (var i = 0; i < message.anyOf.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1.Schema.verify(message.anyOf[i]);
+                                    if (error)
+                                        return "anyOf." + error;
+                                }
+                            }
                             return null;
                         };
     
@@ -29883,6 +30850,13 @@
                                     message.properties[keys[i]] = $root.google.cloud.aiplatform.v1.Schema.fromObject(object.properties[keys[i]]);
                                 }
                             }
+                            if (object.propertyOrdering) {
+                                if (!Array.isArray(object.propertyOrdering))
+                                    throw TypeError(".google.cloud.aiplatform.v1.Schema.propertyOrdering: array expected");
+                                message.propertyOrdering = [];
+                                for (var i = 0; i < object.propertyOrdering.length; ++i)
+                                    message.propertyOrdering[i] = String(object.propertyOrdering[i]);
+                            }
                             if (object.required) {
                                 if (!Array.isArray(object.required))
                                     throw TypeError(".google.cloud.aiplatform.v1.Schema.required: array expected");
@@ -29937,6 +30911,16 @@
                                     throw TypeError(".google.cloud.aiplatform.v1.Schema.example: object expected");
                                 message.example = $root.google.protobuf.Value.fromObject(object.example);
                             }
+                            if (object.anyOf) {
+                                if (!Array.isArray(object.anyOf))
+                                    throw TypeError(".google.cloud.aiplatform.v1.Schema.anyOf: array expected");
+                                message.anyOf = [];
+                                for (var i = 0; i < object.anyOf.length; ++i) {
+                                    if (typeof object.anyOf[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1.Schema.anyOf: object expected");
+                                    message.anyOf[i] = $root.google.cloud.aiplatform.v1.Schema.fromObject(object.anyOf[i]);
+                                }
+                            }
                             return message;
                         };
     
@@ -29956,6 +30940,8 @@
                             if (options.arrays || options.defaults) {
                                 object.required = [];
                                 object["enum"] = [];
+                                object.anyOf = [];
+                                object.propertyOrdering = [];
                             }
                             if (options.objects || options.defaults)
                                 object.properties = {};
@@ -30030,6 +31016,11 @@
                                 for (var j = 0; j < message["enum"].length; ++j)
                                     object["enum"][j] = message["enum"][j];
                             }
+                            if (message.anyOf && message.anyOf.length) {
+                                object.anyOf = [];
+                                for (var j = 0; j < message.anyOf.length; ++j)
+                                    object.anyOf[j] = $root.google.cloud.aiplatform.v1.Schema.toObject(message.anyOf[j], options);
+                            }
                             if (message.minProperties != null && message.hasOwnProperty("minProperties"))
                                 if (typeof message.minProperties === "number")
                                     object.minProperties = options.longs === String ? String(message.minProperties) : message.minProperties;
@@ -30070,6 +31061,11 @@
                                 object["default"] = $root.google.protobuf.Value.toObject(message["default"], options);
                             if (message.title != null && message.hasOwnProperty("title"))
                                 object.title = message.title;
+                            if (message.propertyOrdering && message.propertyOrdering.length) {
+                                object.propertyOrdering = [];
+                                for (var j = 0; j < message.propertyOrdering.length; ++j)
+                                    object.propertyOrdering[j] = message.propertyOrdering[j];
+                            }
                             return object;
                         };
     
@@ -182266,6 +183262,7 @@
                          * @property {Array.<google.cloud.aiplatform.v1.IContent>|null} [contents] CountTokensRequest contents
                          * @property {google.cloud.aiplatform.v1.IContent|null} [systemInstruction] CountTokensRequest systemInstruction
                          * @property {Array.<google.cloud.aiplatform.v1.ITool>|null} [tools] CountTokensRequest tools
+                         * @property {google.cloud.aiplatform.v1.IGenerationConfig|null} [generationConfig] CountTokensRequest generationConfig
                          */
     
                         /**
@@ -182334,6 +183331,14 @@
                          */
                         CountTokensRequest.prototype.tools = $util.emptyArray;
     
+                        /**
+                         * CountTokensRequest generationConfig.
+                         * @member {google.cloud.aiplatform.v1.IGenerationConfig|null|undefined} generationConfig
+                         * @memberof google.cloud.aiplatform.v1.CountTokensRequest
+                         * @instance
+                         */
+                        CountTokensRequest.prototype.generationConfig = null;
+    
                         // OneOf field names bound to virtual getters and setters
                         var $oneOfFields;
     
@@ -182348,6 +183353,17 @@
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
+                        /**
+                         * CountTokensRequest _generationConfig.
+                         * @member {"generationConfig"|undefined} _generationConfig
+                         * @memberof google.cloud.aiplatform.v1.CountTokensRequest
+                         * @instance
+                         */
+                        Object.defineProperty(CountTokensRequest.prototype, "_generationConfig", {
+                            get: $util.oneOfGetter($oneOfFields = ["generationConfig"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
                         /**
                          * Creates a new CountTokensRequest instance using the specified properties.
                          * @function create
@@ -182387,6 +183403,8 @@
                             if (message.tools != null && message.tools.length)
                                 for (var i = 0; i < message.tools.length; ++i)
                                     $root.google.cloud.aiplatform.v1.Tool.encode(message.tools[i], writer.uint32(/* id 6, wireType 2 =*/50).fork()).ldelim();
+                            if (message.generationConfig != null && Object.hasOwnProperty.call(message, "generationConfig"))
+                                $root.google.cloud.aiplatform.v1.GenerationConfig.encode(message.generationConfig, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
                             return writer;
                         };
     
@@ -182451,6 +183469,10 @@
                                         message.tools.push($root.google.cloud.aiplatform.v1.Tool.decode(reader, reader.uint32()));
                                         break;
                                     }
+                                case 7: {
+                                        message.generationConfig = $root.google.cloud.aiplatform.v1.GenerationConfig.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -182528,6 +183550,14 @@
                                         return "tools." + error;
                                 }
                             }
+                            if (message.generationConfig != null && message.hasOwnProperty("generationConfig")) {
+                                properties._generationConfig = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1.GenerationConfig.verify(message.generationConfig);
+                                    if (error)
+                                        return "generationConfig." + error;
+                                }
+                            }
                             return null;
                         };
     
@@ -182582,6 +183612,11 @@
                                     message.tools[i] = $root.google.cloud.aiplatform.v1.Tool.fromObject(object.tools[i]);
                                 }
                             }
+                            if (object.generationConfig != null) {
+                                if (typeof object.generationConfig !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1.CountTokensRequest.generationConfig: object expected");
+                                message.generationConfig = $root.google.cloud.aiplatform.v1.GenerationConfig.fromObject(object.generationConfig);
+                            }
                             return message;
                         };
     
@@ -182631,6 +183666,11 @@
                                 for (var j = 0; j < message.tools.length; ++j)
                                     object.tools[j] = $root.google.cloud.aiplatform.v1.Tool.toObject(message.tools[j], options);
                             }
+                            if (message.generationConfig != null && message.hasOwnProperty("generationConfig")) {
+                                object.generationConfig = $root.google.cloud.aiplatform.v1.GenerationConfig.toObject(message.generationConfig, options);
+                                if (options.oneofs)
+                                    object._generationConfig = "generationConfig";
+                            }
                             return object;
                         };
     
@@ -182901,6 +183941,7 @@
                          * @property {google.cloud.aiplatform.v1.IContent|null} [systemInstruction] GenerateContentRequest systemInstruction
                          * @property {Array.<google.cloud.aiplatform.v1.ITool>|null} [tools] GenerateContentRequest tools
                          * @property {google.cloud.aiplatform.v1.IToolConfig|null} [toolConfig] GenerateContentRequest toolConfig
+                         * @property {Object.<string,string>|null} [labels] GenerateContentRequest labels
                          * @property {Array.<google.cloud.aiplatform.v1.ISafetySetting>|null} [safetySettings] GenerateContentRequest safetySettings
                          * @property {google.cloud.aiplatform.v1.IGenerationConfig|null} [generationConfig] GenerateContentRequest generationConfig
                          */
@@ -182916,6 +183957,7 @@
                         function GenerateContentRequest(properties) {
                             this.contents = [];
                             this.tools = [];
+                            this.labels = {};
                             this.safetySettings = [];
                             if (properties)
                                 for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
@@ -182963,6 +184005,14 @@
                          */
                         GenerateContentRequest.prototype.toolConfig = null;
     
+                        /**
+                         * GenerateContentRequest labels.
+                         * @member {Object.<string,string>} labels
+                         * @memberof google.cloud.aiplatform.v1.GenerateContentRequest
+                         * @instance
+                         */
+                        GenerateContentRequest.prototype.labels = $util.emptyObject;
+    
                         /**
                          * GenerateContentRequest safetySettings.
                          * @member {Array.<google.cloud.aiplatform.v1.ISafetySetting>} safetySettings
@@ -183034,6 +184084,9 @@
                                 $root.google.cloud.aiplatform.v1.ToolConfig.encode(message.toolConfig, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
                             if (message.systemInstruction != null && Object.hasOwnProperty.call(message, "systemInstruction"))
                                 $root.google.cloud.aiplatform.v1.Content.encode(message.systemInstruction, writer.uint32(/* id 8, wireType 2 =*/66).fork()).ldelim();
+                            if (message.labels != null && Object.hasOwnProperty.call(message, "labels"))
+                                for (var keys = Object.keys(message.labels), i = 0; i < keys.length; ++i)
+                                    writer.uint32(/* id 10, wireType 2 =*/82).fork().uint32(/* id 1, wireType 2 =*/10).string(keys[i]).uint32(/* id 2, wireType 2 =*/18).string(message.labels[keys[i]]).ldelim();
                             return writer;
                         };
     
@@ -183064,7 +184117,7 @@
                         GenerateContentRequest.decode = function decode(reader, length) {
                             if (!(reader instanceof $Reader))
                                 reader = $Reader.create(reader);
-                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1.GenerateContentRequest();
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1.GenerateContentRequest(), key, value;
                             while (reader.pos < end) {
                                 var tag = reader.uint32();
                                 switch (tag >>> 3) {
@@ -183092,6 +184145,29 @@
                                         message.toolConfig = $root.google.cloud.aiplatform.v1.ToolConfig.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 10: {
+                                        if (message.labels === $util.emptyObject)
+                                            message.labels = {};
+                                        var end2 = reader.uint32() + reader.pos;
+                                        key = "";
+                                        value = "";
+                                        while (reader.pos < end2) {
+                                            var tag2 = reader.uint32();
+                                            switch (tag2 >>> 3) {
+                                            case 1:
+                                                key = reader.string();
+                                                break;
+                                            case 2:
+                                                value = reader.string();
+                                                break;
+                                            default:
+                                                reader.skipType(tag2 & 7);
+                                                break;
+                                            }
+                                        }
+                                        message.labels[key] = value;
+                                        break;
+                                    }
                                 case 3: {
                                         if (!(message.safetySettings && message.safetySettings.length))
                                             message.safetySettings = [];
@@ -183172,6 +184248,14 @@
                                 if (error)
                                     return "toolConfig." + error;
                             }
+                            if (message.labels != null && message.hasOwnProperty("labels")) {
+                                if (!$util.isObject(message.labels))
+                                    return "labels: object expected";
+                                var key = Object.keys(message.labels);
+                                for (var i = 0; i < key.length; ++i)
+                                    if (!$util.isString(message.labels[key[i]]))
+                                        return "labels: string{k:string} expected";
+                            }
                             if (message.safetySettings != null && message.hasOwnProperty("safetySettings")) {
                                 if (!Array.isArray(message.safetySettings))
                                     return "safetySettings: array expected";
@@ -183233,6 +184317,13 @@
                                     throw TypeError(".google.cloud.aiplatform.v1.GenerateContentRequest.toolConfig: object expected");
                                 message.toolConfig = $root.google.cloud.aiplatform.v1.ToolConfig.fromObject(object.toolConfig);
                             }
+                            if (object.labels) {
+                                if (typeof object.labels !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1.GenerateContentRequest.labels: object expected");
+                                message.labels = {};
+                                for (var keys = Object.keys(object.labels), i = 0; i < keys.length; ++i)
+                                    message.labels[keys[i]] = String(object.labels[keys[i]]);
+                            }
                             if (object.safetySettings) {
                                 if (!Array.isArray(object.safetySettings))
                                     throw TypeError(".google.cloud.aiplatform.v1.GenerateContentRequest.safetySettings: array expected");
@@ -183269,6 +184360,8 @@
                                 object.safetySettings = [];
                                 object.tools = [];
                             }
+                            if (options.objects || options.defaults)
+                                object.labels = {};
                             if (options.defaults) {
                                 object.generationConfig = null;
                                 object.model = "";
@@ -183300,6 +184393,12 @@
                                 if (options.oneofs)
                                     object._systemInstruction = "systemInstruction";
                             }
+                            var keys2;
+                            if (message.labels && (keys2 = Object.keys(message.labels)).length) {
+                                object.labels = {};
+                                for (var j = 0; j < keys2.length; ++j)
+                                    object.labels[keys2[j]] = message.labels[keys2[j]];
+                            }
                             return object;
                         };
     
@@ -183339,6 +184438,7 @@
                          * @memberof google.cloud.aiplatform.v1
                          * @interface IGenerateContentResponse
                          * @property {Array.<google.cloud.aiplatform.v1.ICandidate>|null} [candidates] GenerateContentResponse candidates
+                         * @property {string|null} [modelVersion] GenerateContentResponse modelVersion
                          * @property {google.cloud.aiplatform.v1.GenerateContentResponse.IPromptFeedback|null} [promptFeedback] GenerateContentResponse promptFeedback
                          * @property {google.cloud.aiplatform.v1.GenerateContentResponse.IUsageMetadata|null} [usageMetadata] GenerateContentResponse usageMetadata
                          */
@@ -183367,6 +184467,14 @@
                          */
                         GenerateContentResponse.prototype.candidates = $util.emptyArray;
     
+                        /**
+                         * GenerateContentResponse modelVersion.
+                         * @member {string} modelVersion
+                         * @memberof google.cloud.aiplatform.v1.GenerateContentResponse
+                         * @instance
+                         */
+                        GenerateContentResponse.prototype.modelVersion = "";
+    
                         /**
                          * GenerateContentResponse promptFeedback.
                          * @member {google.cloud.aiplatform.v1.GenerateContentResponse.IPromptFeedback|null|undefined} promptFeedback
@@ -183414,6 +184522,8 @@
                                 $root.google.cloud.aiplatform.v1.GenerateContentResponse.PromptFeedback.encode(message.promptFeedback, writer.uint32(/* id 3, wireType 2 =*/26).fork()).ldelim();
                             if (message.usageMetadata != null && Object.hasOwnProperty.call(message, "usageMetadata"))
                                 $root.google.cloud.aiplatform.v1.GenerateContentResponse.UsageMetadata.encode(message.usageMetadata, writer.uint32(/* id 4, wireType 2 =*/34).fork()).ldelim();
+                            if (message.modelVersion != null && Object.hasOwnProperty.call(message, "modelVersion"))
+                                writer.uint32(/* id 11, wireType 2 =*/90).string(message.modelVersion);
                             return writer;
                         };
     
@@ -183454,6 +184564,10 @@
                                         message.candidates.push($root.google.cloud.aiplatform.v1.Candidate.decode(reader, reader.uint32()));
                                         break;
                                     }
+                                case 11: {
+                                        message.modelVersion = reader.string();
+                                        break;
+                                    }
                                 case 3: {
                                         message.promptFeedback = $root.google.cloud.aiplatform.v1.GenerateContentResponse.PromptFeedback.decode(reader, reader.uint32());
                                         break;
@@ -183506,6 +184620,9 @@
                                         return "candidates." + error;
                                 }
                             }
+                            if (message.modelVersion != null && message.hasOwnProperty("modelVersion"))
+                                if (!$util.isString(message.modelVersion))
+                                    return "modelVersion: string expected";
                             if (message.promptFeedback != null && message.hasOwnProperty("promptFeedback")) {
                                 var error = $root.google.cloud.aiplatform.v1.GenerateContentResponse.PromptFeedback.verify(message.promptFeedback);
                                 if (error)
@@ -183541,6 +184658,8 @@
                                     message.candidates[i] = $root.google.cloud.aiplatform.v1.Candidate.fromObject(object.candidates[i]);
                                 }
                             }
+                            if (object.modelVersion != null)
+                                message.modelVersion = String(object.modelVersion);
                             if (object.promptFeedback != null) {
                                 if (typeof object.promptFeedback !== "object")
                                     throw TypeError(".google.cloud.aiplatform.v1.GenerateContentResponse.promptFeedback: object expected");
@@ -183572,6 +184691,7 @@
                             if (options.defaults) {
                                 object.promptFeedback = null;
                                 object.usageMetadata = null;
+                                object.modelVersion = "";
                             }
                             if (message.candidates && message.candidates.length) {
                                 object.candidates = [];
@@ -183582,6 +184702,8 @@
                                 object.promptFeedback = $root.google.cloud.aiplatform.v1.GenerateContentResponse.PromptFeedback.toObject(message.promptFeedback, options);
                             if (message.usageMetadata != null && message.hasOwnProperty("usageMetadata"))
                                 object.usageMetadata = $root.google.cloud.aiplatform.v1.GenerateContentResponse.UsageMetadata.toObject(message.usageMetadata, options);
+                            if (message.modelVersion != null && message.hasOwnProperty("modelVersion"))
+                                object.modelVersion = message.modelVersion;
                             return object;
                         };
     
@@ -306949,6 +308071,669 @@
                         return JiraSource;
                     })();
     
+                    v1beta1.SharePointSources = (function() {
+    
+                        /**
+                         * Properties of a SharePointSources.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface ISharePointSources
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource>|null} [sharePointSources] SharePointSources sharePointSources
+                         */
+    
+                        /**
+                         * Constructs a new SharePointSources.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a SharePointSources.
+                         * @implements ISharePointSources
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.ISharePointSources=} [properties] Properties to set
+                         */
+                        function SharePointSources(properties) {
+                            this.sharePointSources = [];
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * SharePointSources sharePointSources.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource>} sharePointSources
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @instance
+                         */
+                        SharePointSources.prototype.sharePointSources = $util.emptyArray;
+    
+                        /**
+                         * Creates a new SharePointSources instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ISharePointSources=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.SharePointSources} SharePointSources instance
+                         */
+                        SharePointSources.create = function create(properties) {
+                            return new SharePointSources(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified SharePointSources message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ISharePointSources} message SharePointSources message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        SharePointSources.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.sharePointSources != null && message.sharePointSources.length)
+                                for (var i = 0; i < message.sharePointSources.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.encode(message.sharePointSources[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified SharePointSources message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ISharePointSources} message SharePointSources message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        SharePointSources.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a SharePointSources message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.SharePointSources} SharePointSources
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        SharePointSources.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.SharePointSources();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        if (!(message.sharePointSources && message.sharePointSources.length))
+                                            message.sharePointSources = [];
+                                        message.sharePointSources.push($root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a SharePointSources message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.SharePointSources} SharePointSources
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        SharePointSources.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a SharePointSources message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        SharePointSources.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.sharePointSources != null && message.hasOwnProperty("sharePointSources")) {
+                                if (!Array.isArray(message.sharePointSources))
+                                    return "sharePointSources: array expected";
+                                for (var i = 0; i < message.sharePointSources.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.verify(message.sharePointSources[i]);
+                                    if (error)
+                                        return "sharePointSources." + error;
+                                }
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a SharePointSources message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.SharePointSources} SharePointSources
+                         */
+                        SharePointSources.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.SharePointSources)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.SharePointSources();
+                            if (object.sharePointSources) {
+                                if (!Array.isArray(object.sharePointSources))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.SharePointSources.sharePointSources: array expected");
+                                message.sharePointSources = [];
+                                for (var i = 0; i < object.sharePointSources.length; ++i) {
+                                    if (typeof object.sharePointSources[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.SharePointSources.sharePointSources: object expected");
+                                    message.sharePointSources[i] = $root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.fromObject(object.sharePointSources[i]);
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a SharePointSources message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.SharePointSources} message SharePointSources
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        SharePointSources.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.arrays || options.defaults)
+                                object.sharePointSources = [];
+                            if (message.sharePointSources && message.sharePointSources.length) {
+                                object.sharePointSources = [];
+                                for (var j = 0; j < message.sharePointSources.length; ++j)
+                                    object.sharePointSources[j] = $root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.toObject(message.sharePointSources[j], options);
+                            }
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this SharePointSources to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        SharePointSources.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for SharePointSources
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        SharePointSources.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.SharePointSources";
+                        };
+    
+                        SharePointSources.SharePointSource = (function() {
+    
+                            /**
+                             * Properties of a SharePointSource.
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                             * @interface ISharePointSource
+                             * @property {string|null} [sharepointFolderPath] SharePointSource sharepointFolderPath
+                             * @property {string|null} [sharepointFolderId] SharePointSource sharepointFolderId
+                             * @property {string|null} [driveName] SharePointSource driveName
+                             * @property {string|null} [driveId] SharePointSource driveId
+                             * @property {string|null} [clientId] SharePointSource clientId
+                             * @property {google.cloud.aiplatform.v1beta1.ApiAuth.IApiKeyConfig|null} [clientSecret] SharePointSource clientSecret
+                             * @property {string|null} [tenantId] SharePointSource tenantId
+                             * @property {string|null} [sharepointSiteName] SharePointSource sharepointSiteName
+                             * @property {string|null} [fileId] SharePointSource fileId
+                             */
+    
+                            /**
+                             * Constructs a new SharePointSource.
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources
+                             * @classdesc Represents a SharePointSource.
+                             * @implements ISharePointSource
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource=} [properties] Properties to set
+                             */
+                            function SharePointSource(properties) {
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * SharePointSource sharepointFolderPath.
+                             * @member {string|null|undefined} sharepointFolderPath
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.sharepointFolderPath = null;
+    
+                            /**
+                             * SharePointSource sharepointFolderId.
+                             * @member {string|null|undefined} sharepointFolderId
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.sharepointFolderId = null;
+    
+                            /**
+                             * SharePointSource driveName.
+                             * @member {string|null|undefined} driveName
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.driveName = null;
+    
+                            /**
+                             * SharePointSource driveId.
+                             * @member {string|null|undefined} driveId
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.driveId = null;
+    
+                            /**
+                             * SharePointSource clientId.
+                             * @member {string} clientId
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.clientId = "";
+    
+                            /**
+                             * SharePointSource clientSecret.
+                             * @member {google.cloud.aiplatform.v1beta1.ApiAuth.IApiKeyConfig|null|undefined} clientSecret
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.clientSecret = null;
+    
+                            /**
+                             * SharePointSource tenantId.
+                             * @member {string} tenantId
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.tenantId = "";
+    
+                            /**
+                             * SharePointSource sharepointSiteName.
+                             * @member {string} sharepointSiteName
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.sharepointSiteName = "";
+    
+                            /**
+                             * SharePointSource fileId.
+                             * @member {string} fileId
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            SharePointSource.prototype.fileId = "";
+    
+                            // OneOf field names bound to virtual getters and setters
+                            var $oneOfFields;
+    
+                            /**
+                             * SharePointSource folderSource.
+                             * @member {"sharepointFolderPath"|"sharepointFolderId"|undefined} folderSource
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            Object.defineProperty(SharePointSource.prototype, "folderSource", {
+                                get: $util.oneOfGetter($oneOfFields = ["sharepointFolderPath", "sharepointFolderId"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * SharePointSource driveSource.
+                             * @member {"driveName"|"driveId"|undefined} driveSource
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             */
+                            Object.defineProperty(SharePointSource.prototype, "driveSource", {
+                                get: $util.oneOfGetter($oneOfFields = ["driveName", "driveId"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * Creates a new SharePointSource instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource} SharePointSource instance
+                             */
+                            SharePointSource.create = function create(properties) {
+                                return new SharePointSource(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified SharePointSource message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource} message SharePointSource message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            SharePointSource.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.clientId != null && Object.hasOwnProperty.call(message, "clientId"))
+                                    writer.uint32(/* id 1, wireType 2 =*/10).string(message.clientId);
+                                if (message.clientSecret != null && Object.hasOwnProperty.call(message, "clientSecret"))
+                                    $root.google.cloud.aiplatform.v1beta1.ApiAuth.ApiKeyConfig.encode(message.clientSecret, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                                if (message.tenantId != null && Object.hasOwnProperty.call(message, "tenantId"))
+                                    writer.uint32(/* id 3, wireType 2 =*/26).string(message.tenantId);
+                                if (message.sharepointSiteName != null && Object.hasOwnProperty.call(message, "sharepointSiteName"))
+                                    writer.uint32(/* id 4, wireType 2 =*/34).string(message.sharepointSiteName);
+                                if (message.sharepointFolderPath != null && Object.hasOwnProperty.call(message, "sharepointFolderPath"))
+                                    writer.uint32(/* id 5, wireType 2 =*/42).string(message.sharepointFolderPath);
+                                if (message.sharepointFolderId != null && Object.hasOwnProperty.call(message, "sharepointFolderId"))
+                                    writer.uint32(/* id 6, wireType 2 =*/50).string(message.sharepointFolderId);
+                                if (message.driveName != null && Object.hasOwnProperty.call(message, "driveName"))
+                                    writer.uint32(/* id 7, wireType 2 =*/58).string(message.driveName);
+                                if (message.driveId != null && Object.hasOwnProperty.call(message, "driveId"))
+                                    writer.uint32(/* id 8, wireType 2 =*/66).string(message.driveId);
+                                if (message.fileId != null && Object.hasOwnProperty.call(message, "fileId"))
+                                    writer.uint32(/* id 9, wireType 2 =*/74).string(message.fileId);
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified SharePointSource message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.SharePointSources.ISharePointSource} message SharePointSource message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            SharePointSource.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a SharePointSource message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource} SharePointSource
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            SharePointSource.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 5: {
+                                            message.sharepointFolderPath = reader.string();
+                                            break;
+                                        }
+                                    case 6: {
+                                            message.sharepointFolderId = reader.string();
+                                            break;
+                                        }
+                                    case 7: {
+                                            message.driveName = reader.string();
+                                            break;
+                                        }
+                                    case 8: {
+                                            message.driveId = reader.string();
+                                            break;
+                                        }
+                                    case 1: {
+                                            message.clientId = reader.string();
+                                            break;
+                                        }
+                                    case 2: {
+                                            message.clientSecret = $root.google.cloud.aiplatform.v1beta1.ApiAuth.ApiKeyConfig.decode(reader, reader.uint32());
+                                            break;
+                                        }
+                                    case 3: {
+                                            message.tenantId = reader.string();
+                                            break;
+                                        }
+                                    case 4: {
+                                            message.sharepointSiteName = reader.string();
+                                            break;
+                                        }
+                                    case 9: {
+                                            message.fileId = reader.string();
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a SharePointSource message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource} SharePointSource
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            SharePointSource.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a SharePointSource message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            SharePointSource.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                var properties = {};
+                                if (message.sharepointFolderPath != null && message.hasOwnProperty("sharepointFolderPath")) {
+                                    properties.folderSource = 1;
+                                    if (!$util.isString(message.sharepointFolderPath))
+                                        return "sharepointFolderPath: string expected";
+                                }
+                                if (message.sharepointFolderId != null && message.hasOwnProperty("sharepointFolderId")) {
+                                    if (properties.folderSource === 1)
+                                        return "folderSource: multiple values";
+                                    properties.folderSource = 1;
+                                    if (!$util.isString(message.sharepointFolderId))
+                                        return "sharepointFolderId: string expected";
+                                }
+                                if (message.driveName != null && message.hasOwnProperty("driveName")) {
+                                    properties.driveSource = 1;
+                                    if (!$util.isString(message.driveName))
+                                        return "driveName: string expected";
+                                }
+                                if (message.driveId != null && message.hasOwnProperty("driveId")) {
+                                    if (properties.driveSource === 1)
+                                        return "driveSource: multiple values";
+                                    properties.driveSource = 1;
+                                    if (!$util.isString(message.driveId))
+                                        return "driveId: string expected";
+                                }
+                                if (message.clientId != null && message.hasOwnProperty("clientId"))
+                                    if (!$util.isString(message.clientId))
+                                        return "clientId: string expected";
+                                if (message.clientSecret != null && message.hasOwnProperty("clientSecret")) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.ApiAuth.ApiKeyConfig.verify(message.clientSecret);
+                                    if (error)
+                                        return "clientSecret." + error;
+                                }
+                                if (message.tenantId != null && message.hasOwnProperty("tenantId"))
+                                    if (!$util.isString(message.tenantId))
+                                        return "tenantId: string expected";
+                                if (message.sharepointSiteName != null && message.hasOwnProperty("sharepointSiteName"))
+                                    if (!$util.isString(message.sharepointSiteName))
+                                        return "sharepointSiteName: string expected";
+                                if (message.fileId != null && message.hasOwnProperty("fileId"))
+                                    if (!$util.isString(message.fileId))
+                                        return "fileId: string expected";
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a SharePointSource message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource} SharePointSource
+                             */
+                            SharePointSource.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource();
+                                if (object.sharepointFolderPath != null)
+                                    message.sharepointFolderPath = String(object.sharepointFolderPath);
+                                if (object.sharepointFolderId != null)
+                                    message.sharepointFolderId = String(object.sharepointFolderId);
+                                if (object.driveName != null)
+                                    message.driveName = String(object.driveName);
+                                if (object.driveId != null)
+                                    message.driveId = String(object.driveId);
+                                if (object.clientId != null)
+                                    message.clientId = String(object.clientId);
+                                if (object.clientSecret != null) {
+                                    if (typeof object.clientSecret !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource.clientSecret: object expected");
+                                    message.clientSecret = $root.google.cloud.aiplatform.v1beta1.ApiAuth.ApiKeyConfig.fromObject(object.clientSecret);
+                                }
+                                if (object.tenantId != null)
+                                    message.tenantId = String(object.tenantId);
+                                if (object.sharepointSiteName != null)
+                                    message.sharepointSiteName = String(object.sharepointSiteName);
+                                if (object.fileId != null)
+                                    message.fileId = String(object.fileId);
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a SharePointSource message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource} message SharePointSource
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            SharePointSource.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.defaults) {
+                                    object.clientId = "";
+                                    object.clientSecret = null;
+                                    object.tenantId = "";
+                                    object.sharepointSiteName = "";
+                                    object.fileId = "";
+                                }
+                                if (message.clientId != null && message.hasOwnProperty("clientId"))
+                                    object.clientId = message.clientId;
+                                if (message.clientSecret != null && message.hasOwnProperty("clientSecret"))
+                                    object.clientSecret = $root.google.cloud.aiplatform.v1beta1.ApiAuth.ApiKeyConfig.toObject(message.clientSecret, options);
+                                if (message.tenantId != null && message.hasOwnProperty("tenantId"))
+                                    object.tenantId = message.tenantId;
+                                if (message.sharepointSiteName != null && message.hasOwnProperty("sharepointSiteName"))
+                                    object.sharepointSiteName = message.sharepointSiteName;
+                                if (message.sharepointFolderPath != null && message.hasOwnProperty("sharepointFolderPath")) {
+                                    object.sharepointFolderPath = message.sharepointFolderPath;
+                                    if (options.oneofs)
+                                        object.folderSource = "sharepointFolderPath";
+                                }
+                                if (message.sharepointFolderId != null && message.hasOwnProperty("sharepointFolderId")) {
+                                    object.sharepointFolderId = message.sharepointFolderId;
+                                    if (options.oneofs)
+                                        object.folderSource = "sharepointFolderId";
+                                }
+                                if (message.driveName != null && message.hasOwnProperty("driveName")) {
+                                    object.driveName = message.driveName;
+                                    if (options.oneofs)
+                                        object.driveSource = "driveName";
+                                }
+                                if (message.driveId != null && message.hasOwnProperty("driveId")) {
+                                    object.driveId = message.driveId;
+                                    if (options.oneofs)
+                                        object.driveSource = "driveId";
+                                }
+                                if (message.fileId != null && message.hasOwnProperty("fileId"))
+                                    object.fileId = message.fileId;
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this SharePointSource to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            SharePointSource.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for SharePointSource
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            SharePointSource.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.SharePointSources.SharePointSource";
+                            };
+    
+                            return SharePointSource;
+                        })();
+    
+                        return SharePointSources;
+                    })();
+    
                     /**
                      * JobState enum.
                      * @name google.cloud.aiplatform.v1beta1.JobState
@@ -322388,6 +324173,7 @@
                      * @property {number} HARM_CATEGORY_DANGEROUS_CONTENT=2 HARM_CATEGORY_DANGEROUS_CONTENT value
                      * @property {number} HARM_CATEGORY_HARASSMENT=3 HARM_CATEGORY_HARASSMENT value
                      * @property {number} HARM_CATEGORY_SEXUALLY_EXPLICIT=4 HARM_CATEGORY_SEXUALLY_EXPLICIT value
+                     * @property {number} HARM_CATEGORY_CIVIC_INTEGRITY=5 HARM_CATEGORY_CIVIC_INTEGRITY value
                      */
                     v1beta1.HarmCategory = (function() {
                         var valuesById = {}, values = Object.create(valuesById);
@@ -322396,6 +324182,7 @@
                         values[valuesById[2] = "HARM_CATEGORY_DANGEROUS_CONTENT"] = 2;
                         values[valuesById[3] = "HARM_CATEGORY_HARASSMENT"] = 3;
                         values[valuesById[4] = "HARM_CATEGORY_SEXUALLY_EXPLICIT"] = 4;
+                        values[valuesById[5] = "HARM_CATEGORY_CIVIC_INTEGRITY"] = 5;
                         return values;
                     })();
     
@@ -323764,6 +325551,8 @@
                          * @property {number|null} [candidateCount] GenerationConfig candidateCount
                          * @property {number|null} [maxOutputTokens] GenerationConfig maxOutputTokens
                          * @property {Array.<string>|null} [stopSequences] GenerationConfig stopSequences
+                         * @property {boolean|null} [responseLogprobs] GenerationConfig responseLogprobs
+                         * @property {number|null} [logprobs] GenerationConfig logprobs
                          * @property {number|null} [presencePenalty] GenerationConfig presencePenalty
                          * @property {number|null} [frequencyPenalty] GenerationConfig frequencyPenalty
                          * @property {number|null} [seed] GenerationConfig seed
@@ -323836,6 +325625,22 @@
                          */
                         GenerationConfig.prototype.stopSequences = $util.emptyArray;
     
+                        /**
+                         * GenerationConfig responseLogprobs.
+                         * @member {boolean|null|undefined} responseLogprobs
+                         * @memberof google.cloud.aiplatform.v1beta1.GenerationConfig
+                         * @instance
+                         */
+                        GenerationConfig.prototype.responseLogprobs = null;
+    
+                        /**
+                         * GenerationConfig logprobs.
+                         * @member {number|null|undefined} logprobs
+                         * @memberof google.cloud.aiplatform.v1beta1.GenerationConfig
+                         * @instance
+                         */
+                        GenerationConfig.prototype.logprobs = null;
+    
                         /**
                          * GenerationConfig presencePenalty.
                          * @member {number|null|undefined} presencePenalty
@@ -323942,6 +325747,28 @@
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
+                        /**
+                         * GenerationConfig _responseLogprobs.
+                         * @member {"responseLogprobs"|undefined} _responseLogprobs
+                         * @memberof google.cloud.aiplatform.v1beta1.GenerationConfig
+                         * @instance
+                         */
+                        Object.defineProperty(GenerationConfig.prototype, "_responseLogprobs", {
+                            get: $util.oneOfGetter($oneOfFields = ["responseLogprobs"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
+                        /**
+                         * GenerationConfig _logprobs.
+                         * @member {"logprobs"|undefined} _logprobs
+                         * @memberof google.cloud.aiplatform.v1beta1.GenerationConfig
+                         * @instance
+                         */
+                        Object.defineProperty(GenerationConfig.prototype, "_logprobs", {
+                            get: $util.oneOfGetter($oneOfFields = ["logprobs"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
                         /**
                          * GenerationConfig _presencePenalty.
                          * @member {"presencePenalty"|undefined} _presencePenalty
@@ -324034,6 +325861,8 @@
                             if (message.stopSequences != null && message.stopSequences.length)
                                 for (var i = 0; i < message.stopSequences.length; ++i)
                                     writer.uint32(/* id 6, wireType 2 =*/50).string(message.stopSequences[i]);
+                            if (message.logprobs != null && Object.hasOwnProperty.call(message, "logprobs"))
+                                writer.uint32(/* id 7, wireType 0 =*/56).int32(message.logprobs);
                             if (message.presencePenalty != null && Object.hasOwnProperty.call(message, "presencePenalty"))
                                 writer.uint32(/* id 8, wireType 5 =*/69).float(message.presencePenalty);
                             if (message.frequencyPenalty != null && Object.hasOwnProperty.call(message, "frequencyPenalty"))
@@ -324046,6 +325875,8 @@
                                 $root.google.cloud.aiplatform.v1beta1.Schema.encode(message.responseSchema, writer.uint32(/* id 16, wireType 2 =*/130).fork()).ldelim();
                             if (message.routingConfig != null && Object.hasOwnProperty.call(message, "routingConfig"))
                                 $root.google.cloud.aiplatform.v1beta1.GenerationConfig.RoutingConfig.encode(message.routingConfig, writer.uint32(/* id 17, wireType 2 =*/138).fork()).ldelim();
+                            if (message.responseLogprobs != null && Object.hasOwnProperty.call(message, "responseLogprobs"))
+                                writer.uint32(/* id 18, wireType 0 =*/144).bool(message.responseLogprobs);
                             return writer;
                         };
     
@@ -324106,6 +325937,14 @@
                                         message.stopSequences.push(reader.string());
                                         break;
                                     }
+                                case 18: {
+                                        message.responseLogprobs = reader.bool();
+                                        break;
+                                    }
+                                case 7: {
+                                        message.logprobs = reader.int32();
+                                        break;
+                                    }
                                 case 8: {
                                         message.presencePenalty = reader.float();
                                         break;
@@ -324198,6 +326037,16 @@
                                     if (!$util.isString(message.stopSequences[i]))
                                         return "stopSequences: string[] expected";
                             }
+                            if (message.responseLogprobs != null && message.hasOwnProperty("responseLogprobs")) {
+                                properties._responseLogprobs = 1;
+                                if (typeof message.responseLogprobs !== "boolean")
+                                    return "responseLogprobs: boolean expected";
+                            }
+                            if (message.logprobs != null && message.hasOwnProperty("logprobs")) {
+                                properties._logprobs = 1;
+                                if (!$util.isInteger(message.logprobs))
+                                    return "logprobs: integer expected";
+                            }
                             if (message.presencePenalty != null && message.hasOwnProperty("presencePenalty")) {
                                 properties._presencePenalty = 1;
                                 if (typeof message.presencePenalty !== "number")
@@ -324264,6 +326113,10 @@
                                 for (var i = 0; i < object.stopSequences.length; ++i)
                                     message.stopSequences[i] = String(object.stopSequences[i]);
                             }
+                            if (object.responseLogprobs != null)
+                                message.responseLogprobs = Boolean(object.responseLogprobs);
+                            if (object.logprobs != null)
+                                message.logprobs = object.logprobs | 0;
                             if (object.presencePenalty != null)
                                 message.presencePenalty = Number(object.presencePenalty);
                             if (object.frequencyPenalty != null)
@@ -324332,6 +326185,11 @@
                                 for (var j = 0; j < message.stopSequences.length; ++j)
                                     object.stopSequences[j] = message.stopSequences[j];
                             }
+                            if (message.logprobs != null && message.hasOwnProperty("logprobs")) {
+                                object.logprobs = message.logprobs;
+                                if (options.oneofs)
+                                    object._logprobs = "logprobs";
+                            }
                             if (message.presencePenalty != null && message.hasOwnProperty("presencePenalty")) {
                                 object.presencePenalty = options.json && !isFinite(message.presencePenalty) ? String(message.presencePenalty) : message.presencePenalty;
                                 if (options.oneofs)
@@ -324359,6 +326217,11 @@
                                 if (options.oneofs)
                                     object._routingConfig = "routingConfig";
                             }
+                            if (message.responseLogprobs != null && message.hasOwnProperty("responseLogprobs")) {
+                                object.responseLogprobs = message.responseLogprobs;
+                                if (options.oneofs)
+                                    object._responseLogprobs = "responseLogprobs";
+                            }
                             return object;
                         };
     
@@ -325312,6 +327175,7 @@
                                 case 2:
                                 case 3:
                                 case 4:
+                                case 5:
                                     break;
                                 }
                             if (message.threshold != null && message.hasOwnProperty("threshold"))
@@ -325323,6 +327187,7 @@
                                 case 2:
                                 case 3:
                                 case 4:
+                                case 5:
                                     break;
                                 }
                             if (message.method != null && message.hasOwnProperty("method"))
@@ -325376,6 +327241,10 @@
                             case 4:
                                 message.category = 4;
                                 break;
+                            case "HARM_CATEGORY_CIVIC_INTEGRITY":
+                            case 5:
+                                message.category = 5;
+                                break;
                             }
                             switch (object.threshold) {
                             default:
@@ -325404,6 +327273,10 @@
                             case 4:
                                 message.threshold = 4;
                                 break;
+                            case "OFF":
+                            case 5:
+                                message.threshold = 5;
+                                break;
                             }
                             switch (object.method) {
                             default:
@@ -325490,6 +327363,7 @@
                          * @property {number} BLOCK_MEDIUM_AND_ABOVE=2 BLOCK_MEDIUM_AND_ABOVE value
                          * @property {number} BLOCK_ONLY_HIGH=3 BLOCK_ONLY_HIGH value
                          * @property {number} BLOCK_NONE=4 BLOCK_NONE value
+                         * @property {number} OFF=5 OFF value
                          */
                         SafetySetting.HarmBlockThreshold = (function() {
                             var valuesById = {}, values = Object.create(valuesById);
@@ -325498,6 +327372,7 @@
                             values[valuesById[2] = "BLOCK_MEDIUM_AND_ABOVE"] = 2;
                             values[valuesById[3] = "BLOCK_ONLY_HIGH"] = 3;
                             values[valuesById[4] = "BLOCK_NONE"] = 4;
+                            values[valuesById[5] = "OFF"] = 5;
                             return values;
                         })();
     
@@ -325735,6 +327610,7 @@
                                 case 2:
                                 case 3:
                                 case 4:
+                                case 5:
                                     break;
                                 }
                             if (message.probability != null && message.hasOwnProperty("probability"))
@@ -325810,6 +327686,10 @@
                             case 4:
                                 message.category = 4;
                                 break;
+                            case "HARM_CATEGORY_CIVIC_INTEGRITY":
+                            case 5:
+                                message.category = 5;
+                                break;
                             }
                             switch (object.probability) {
                             default:
@@ -326538,6 +328418,7 @@
                          * @property {number|null} [index] Candidate index
                          * @property {google.cloud.aiplatform.v1beta1.IContent|null} [content] Candidate content
                          * @property {number|null} [avgLogprobs] Candidate avgLogprobs
+                         * @property {google.cloud.aiplatform.v1beta1.ILogprobsResult|null} [logprobsResult] Candidate logprobsResult
                          * @property {google.cloud.aiplatform.v1beta1.Candidate.FinishReason|null} [finishReason] Candidate finishReason
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ISafetyRating>|null} [safetyRatings] Candidate safetyRatings
                          * @property {string|null} [finishMessage] Candidate finishMessage
@@ -326585,6 +328466,14 @@
                          */
                         Candidate.prototype.avgLogprobs = 0;
     
+                        /**
+                         * Candidate logprobsResult.
+                         * @member {google.cloud.aiplatform.v1beta1.ILogprobsResult|null|undefined} logprobsResult
+                         * @memberof google.cloud.aiplatform.v1beta1.Candidate
+                         * @instance
+                         */
+                        Candidate.prototype.logprobsResult = null;
+    
                         /**
                          * Candidate finishReason.
                          * @member {google.cloud.aiplatform.v1beta1.Candidate.FinishReason} finishReason
@@ -326680,6 +328569,8 @@
                                 $root.google.cloud.aiplatform.v1beta1.GroundingMetadata.encode(message.groundingMetadata, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
                             if (message.avgLogprobs != null && Object.hasOwnProperty.call(message, "avgLogprobs"))
                                 writer.uint32(/* id 9, wireType 1 =*/73).double(message.avgLogprobs);
+                            if (message.logprobsResult != null && Object.hasOwnProperty.call(message, "logprobsResult"))
+                                $root.google.cloud.aiplatform.v1beta1.LogprobsResult.encode(message.logprobsResult, writer.uint32(/* id 10, wireType 2 =*/82).fork()).ldelim();
                             return writer;
                         };
     
@@ -326726,6 +328617,10 @@
                                         message.avgLogprobs = reader.double();
                                         break;
                                     }
+                                case 10: {
+                                        message.logprobsResult = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 3: {
                                         message.finishReason = reader.int32();
                                         break;
@@ -326795,6 +328690,11 @@
                             if (message.avgLogprobs != null && message.hasOwnProperty("avgLogprobs"))
                                 if (typeof message.avgLogprobs !== "number")
                                     return "avgLogprobs: number expected";
+                            if (message.logprobsResult != null && message.hasOwnProperty("logprobsResult")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.verify(message.logprobsResult);
+                                if (error)
+                                    return "logprobsResult." + error;
+                            }
                             if (message.finishReason != null && message.hasOwnProperty("finishReason"))
                                 switch (message.finishReason) {
                                 default:
@@ -326859,6 +328759,11 @@
                             }
                             if (object.avgLogprobs != null)
                                 message.avgLogprobs = Number(object.avgLogprobs);
+                            if (object.logprobsResult != null) {
+                                if (typeof object.logprobsResult !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.Candidate.logprobsResult: object expected");
+                                message.logprobsResult = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.fromObject(object.logprobsResult);
+                            }
                             switch (object.finishReason) {
                             default:
                                 if (typeof object.finishReason === "number") {
@@ -326954,6 +328859,7 @@
                                 object.citationMetadata = null;
                                 object.groundingMetadata = null;
                                 object.avgLogprobs = 0;
+                                object.logprobsResult = null;
                             }
                             if (message.index != null && message.hasOwnProperty("index"))
                                 object.index = message.index;
@@ -326977,6 +328883,8 @@
                                 object.groundingMetadata = $root.google.cloud.aiplatform.v1beta1.GroundingMetadata.toObject(message.groundingMetadata, options);
                             if (message.avgLogprobs != null && message.hasOwnProperty("avgLogprobs"))
                                 object.avgLogprobs = options.json && !isFinite(message.avgLogprobs) ? String(message.avgLogprobs) : message.avgLogprobs;
+                            if (message.logprobsResult != null && message.hasOwnProperty("logprobsResult"))
+                                object.logprobsResult = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.toObject(message.logprobsResult, options);
                             return object;
                         };
     
@@ -327039,6 +328947,796 @@
                         return Candidate;
                     })();
     
+                    v1beta1.LogprobsResult = (function() {
+    
+                        /**
+                         * Properties of a LogprobsResult.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface ILogprobsResult
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates>|null} [topCandidates] LogprobsResult topCandidates
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate>|null} [chosenCandidates] LogprobsResult chosenCandidates
+                         */
+    
+                        /**
+                         * Constructs a new LogprobsResult.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a LogprobsResult.
+                         * @implements ILogprobsResult
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.ILogprobsResult=} [properties] Properties to set
+                         */
+                        function LogprobsResult(properties) {
+                            this.topCandidates = [];
+                            this.chosenCandidates = [];
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * LogprobsResult topCandidates.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates>} topCandidates
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @instance
+                         */
+                        LogprobsResult.prototype.topCandidates = $util.emptyArray;
+    
+                        /**
+                         * LogprobsResult chosenCandidates.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate>} chosenCandidates
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @instance
+                         */
+                        LogprobsResult.prototype.chosenCandidates = $util.emptyArray;
+    
+                        /**
+                         * Creates a new LogprobsResult instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ILogprobsResult=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult} LogprobsResult instance
+                         */
+                        LogprobsResult.create = function create(properties) {
+                            return new LogprobsResult(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified LogprobsResult message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ILogprobsResult} message LogprobsResult message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        LogprobsResult.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.topCandidates != null && message.topCandidates.length)
+                                for (var i = 0; i < message.topCandidates.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.encode(message.topCandidates[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                            if (message.chosenCandidates != null && message.chosenCandidates.length)
+                                for (var i = 0; i < message.chosenCandidates.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.encode(message.chosenCandidates[i], writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified LogprobsResult message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ILogprobsResult} message LogprobsResult message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        LogprobsResult.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a LogprobsResult message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult} LogprobsResult
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        LogprobsResult.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.LogprobsResult();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        if (!(message.topCandidates && message.topCandidates.length))
+                                            message.topCandidates = [];
+                                        message.topCandidates.push($root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                case 2: {
+                                        if (!(message.chosenCandidates && message.chosenCandidates.length))
+                                            message.chosenCandidates = [];
+                                        message.chosenCandidates.push($root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.decode(reader, reader.uint32()));
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a LogprobsResult message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult} LogprobsResult
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        LogprobsResult.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a LogprobsResult message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        LogprobsResult.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.topCandidates != null && message.hasOwnProperty("topCandidates")) {
+                                if (!Array.isArray(message.topCandidates))
+                                    return "topCandidates: array expected";
+                                for (var i = 0; i < message.topCandidates.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.verify(message.topCandidates[i]);
+                                    if (error)
+                                        return "topCandidates." + error;
+                                }
+                            }
+                            if (message.chosenCandidates != null && message.hasOwnProperty("chosenCandidates")) {
+                                if (!Array.isArray(message.chosenCandidates))
+                                    return "chosenCandidates: array expected";
+                                for (var i = 0; i < message.chosenCandidates.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.verify(message.chosenCandidates[i]);
+                                    if (error)
+                                        return "chosenCandidates." + error;
+                                }
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a LogprobsResult message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult} LogprobsResult
+                         */
+                        LogprobsResult.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.LogprobsResult)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.LogprobsResult();
+                            if (object.topCandidates) {
+                                if (!Array.isArray(object.topCandidates))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.LogprobsResult.topCandidates: array expected");
+                                message.topCandidates = [];
+                                for (var i = 0; i < object.topCandidates.length; ++i) {
+                                    if (typeof object.topCandidates[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.LogprobsResult.topCandidates: object expected");
+                                    message.topCandidates[i] = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.fromObject(object.topCandidates[i]);
+                                }
+                            }
+                            if (object.chosenCandidates) {
+                                if (!Array.isArray(object.chosenCandidates))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.LogprobsResult.chosenCandidates: array expected");
+                                message.chosenCandidates = [];
+                                for (var i = 0; i < object.chosenCandidates.length; ++i) {
+                                    if (typeof object.chosenCandidates[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.LogprobsResult.chosenCandidates: object expected");
+                                    message.chosenCandidates[i] = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.fromObject(object.chosenCandidates[i]);
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a LogprobsResult message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.LogprobsResult} message LogprobsResult
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        LogprobsResult.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.arrays || options.defaults) {
+                                object.topCandidates = [];
+                                object.chosenCandidates = [];
+                            }
+                            if (message.topCandidates && message.topCandidates.length) {
+                                object.topCandidates = [];
+                                for (var j = 0; j < message.topCandidates.length; ++j)
+                                    object.topCandidates[j] = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.toObject(message.topCandidates[j], options);
+                            }
+                            if (message.chosenCandidates && message.chosenCandidates.length) {
+                                object.chosenCandidates = [];
+                                for (var j = 0; j < message.chosenCandidates.length; ++j)
+                                    object.chosenCandidates[j] = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.toObject(message.chosenCandidates[j], options);
+                            }
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this LogprobsResult to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        LogprobsResult.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for LogprobsResult
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        LogprobsResult.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.LogprobsResult";
+                        };
+    
+                        LogprobsResult.Candidate = (function() {
+    
+                            /**
+                             * Properties of a Candidate.
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                             * @interface ICandidate
+                             * @property {string|null} [token] Candidate token
+                             * @property {number|null} [tokenId] Candidate tokenId
+                             * @property {number|null} [logProbability] Candidate logProbability
+                             */
+    
+                            /**
+                             * Constructs a new Candidate.
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                             * @classdesc Represents a Candidate.
+                             * @implements ICandidate
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate=} [properties] Properties to set
+                             */
+                            function Candidate(properties) {
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * Candidate token.
+                             * @member {string|null|undefined} token
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Candidate.prototype.token = null;
+    
+                            /**
+                             * Candidate tokenId.
+                             * @member {number|null|undefined} tokenId
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Candidate.prototype.tokenId = null;
+    
+                            /**
+                             * Candidate logProbability.
+                             * @member {number|null|undefined} logProbability
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Candidate.prototype.logProbability = null;
+    
+                            // OneOf field names bound to virtual getters and setters
+                            var $oneOfFields;
+    
+                            /**
+                             * Candidate _token.
+                             * @member {"token"|undefined} _token
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Object.defineProperty(Candidate.prototype, "_token", {
+                                get: $util.oneOfGetter($oneOfFields = ["token"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * Candidate _tokenId.
+                             * @member {"tokenId"|undefined} _tokenId
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Object.defineProperty(Candidate.prototype, "_tokenId", {
+                                get: $util.oneOfGetter($oneOfFields = ["tokenId"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * Candidate _logProbability.
+                             * @member {"logProbability"|undefined} _logProbability
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @instance
+                             */
+                            Object.defineProperty(Candidate.prototype, "_logProbability", {
+                                get: $util.oneOfGetter($oneOfFields = ["logProbability"]),
+                                set: $util.oneOfSetter($oneOfFields)
+                            });
+    
+                            /**
+                             * Creates a new Candidate instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate} Candidate instance
+                             */
+                            Candidate.create = function create(properties) {
+                                return new Candidate(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified Candidate message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate} message Candidate message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Candidate.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.token != null && Object.hasOwnProperty.call(message, "token"))
+                                    writer.uint32(/* id 1, wireType 2 =*/10).string(message.token);
+                                if (message.logProbability != null && Object.hasOwnProperty.call(message, "logProbability"))
+                                    writer.uint32(/* id 2, wireType 5 =*/21).float(message.logProbability);
+                                if (message.tokenId != null && Object.hasOwnProperty.call(message, "tokenId"))
+                                    writer.uint32(/* id 3, wireType 0 =*/24).int32(message.tokenId);
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified Candidate message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate} message Candidate message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Candidate.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a Candidate message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate} Candidate
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Candidate.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            message.token = reader.string();
+                                            break;
+                                        }
+                                    case 3: {
+                                            message.tokenId = reader.int32();
+                                            break;
+                                        }
+                                    case 2: {
+                                            message.logProbability = reader.float();
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a Candidate message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate} Candidate
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Candidate.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a Candidate message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            Candidate.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                var properties = {};
+                                if (message.token != null && message.hasOwnProperty("token")) {
+                                    properties._token = 1;
+                                    if (!$util.isString(message.token))
+                                        return "token: string expected";
+                                }
+                                if (message.tokenId != null && message.hasOwnProperty("tokenId")) {
+                                    properties._tokenId = 1;
+                                    if (!$util.isInteger(message.tokenId))
+                                        return "tokenId: integer expected";
+                                }
+                                if (message.logProbability != null && message.hasOwnProperty("logProbability")) {
+                                    properties._logProbability = 1;
+                                    if (typeof message.logProbability !== "number")
+                                        return "logProbability: number expected";
+                                }
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a Candidate message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate} Candidate
+                             */
+                            Candidate.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate();
+                                if (object.token != null)
+                                    message.token = String(object.token);
+                                if (object.tokenId != null)
+                                    message.tokenId = object.tokenId | 0;
+                                if (object.logProbability != null)
+                                    message.logProbability = Number(object.logProbability);
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a Candidate message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate} message Candidate
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            Candidate.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (message.token != null && message.hasOwnProperty("token")) {
+                                    object.token = message.token;
+                                    if (options.oneofs)
+                                        object._token = "token";
+                                }
+                                if (message.logProbability != null && message.hasOwnProperty("logProbability")) {
+                                    object.logProbability = options.json && !isFinite(message.logProbability) ? String(message.logProbability) : message.logProbability;
+                                    if (options.oneofs)
+                                        object._logProbability = "logProbability";
+                                }
+                                if (message.tokenId != null && message.hasOwnProperty("tokenId")) {
+                                    object.tokenId = message.tokenId;
+                                    if (options.oneofs)
+                                        object._tokenId = "tokenId";
+                                }
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this Candidate to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            Candidate.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for Candidate
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            Candidate.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate";
+                            };
+    
+                            return Candidate;
+                        })();
+    
+                        LogprobsResult.TopCandidates = (function() {
+    
+                            /**
+                             * Properties of a TopCandidates.
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                             * @interface ITopCandidates
+                             * @property {Array.<google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate>|null} [candidates] TopCandidates candidates
+                             */
+    
+                            /**
+                             * Constructs a new TopCandidates.
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult
+                             * @classdesc Represents a TopCandidates.
+                             * @implements ITopCandidates
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates=} [properties] Properties to set
+                             */
+                            function TopCandidates(properties) {
+                                this.candidates = [];
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * TopCandidates candidates.
+                             * @member {Array.<google.cloud.aiplatform.v1beta1.LogprobsResult.ICandidate>} candidates
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @instance
+                             */
+                            TopCandidates.prototype.candidates = $util.emptyArray;
+    
+                            /**
+                             * Creates a new TopCandidates instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates} TopCandidates instance
+                             */
+                            TopCandidates.create = function create(properties) {
+                                return new TopCandidates(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified TopCandidates message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates} message TopCandidates message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            TopCandidates.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.candidates != null && message.candidates.length)
+                                    for (var i = 0; i < message.candidates.length; ++i)
+                                        $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.encode(message.candidates[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified TopCandidates message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.ITopCandidates} message TopCandidates message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            TopCandidates.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a TopCandidates message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates} TopCandidates
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            TopCandidates.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            if (!(message.candidates && message.candidates.length))
+                                                message.candidates = [];
+                                            message.candidates.push($root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.decode(reader, reader.uint32()));
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a TopCandidates message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates} TopCandidates
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            TopCandidates.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a TopCandidates message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            TopCandidates.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.candidates != null && message.hasOwnProperty("candidates")) {
+                                    if (!Array.isArray(message.candidates))
+                                        return "candidates: array expected";
+                                    for (var i = 0; i < message.candidates.length; ++i) {
+                                        var error = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.verify(message.candidates[i]);
+                                        if (error)
+                                            return "candidates." + error;
+                                    }
+                                }
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a TopCandidates message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates} TopCandidates
+                             */
+                            TopCandidates.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates();
+                                if (object.candidates) {
+                                    if (!Array.isArray(object.candidates))
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.candidates: array expected");
+                                    message.candidates = [];
+                                    for (var i = 0; i < object.candidates.length; ++i) {
+                                        if (typeof object.candidates[i] !== "object")
+                                            throw TypeError(".google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates.candidates: object expected");
+                                        message.candidates[i] = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.fromObject(object.candidates[i]);
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a TopCandidates message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates} message TopCandidates
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            TopCandidates.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.arrays || options.defaults)
+                                    object.candidates = [];
+                                if (message.candidates && message.candidates.length) {
+                                    object.candidates = [];
+                                    for (var j = 0; j < message.candidates.length; ++j)
+                                        object.candidates[j] = $root.google.cloud.aiplatform.v1beta1.LogprobsResult.Candidate.toObject(message.candidates[j], options);
+                                }
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this TopCandidates to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            TopCandidates.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for TopCandidates
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            TopCandidates.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.LogprobsResult.TopCandidates";
+                            };
+    
+                            return TopCandidates;
+                        })();
+    
+                        return LogprobsResult;
+                    })();
+    
                     v1beta1.Segment = (function() {
     
                         /**
@@ -329087,6 +331785,7 @@
                          * @property {number|Long|null} [maxItems] Schema maxItems
                          * @property {Array.<string>|null} ["enum"] Schema enum
                          * @property {Object.<string,google.cloud.aiplatform.v1beta1.ISchema>|null} [properties] Schema properties
+                         * @property {Array.<string>|null} [propertyOrdering] Schema propertyOrdering
                          * @property {Array.<string>|null} [required] Schema required
                          * @property {number|Long|null} [minProperties] Schema minProperties
                          * @property {number|Long|null} [maxProperties] Schema maxProperties
@@ -329096,6 +331795,7 @@
                          * @property {number|Long|null} [maxLength] Schema maxLength
                          * @property {string|null} [pattern] Schema pattern
                          * @property {google.protobuf.IValue|null} [example] Schema example
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.ISchema>|null} [anyOf] Schema anyOf
                          */
     
                         /**
@@ -329109,7 +331809,9 @@
                         function Schema(properties) {
                             this["enum"] = [];
                             this.properties = {};
+                            this.propertyOrdering = [];
                             this.required = [];
+                            this.anyOf = [];
                             if (properties)
                                 for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
                                     if (properties[keys[i]] != null)
@@ -329204,6 +331906,14 @@
                          */
                         Schema.prototype.properties = $util.emptyObject;
     
+                        /**
+                         * Schema propertyOrdering.
+                         * @member {Array.<string>} propertyOrdering
+                         * @memberof google.cloud.aiplatform.v1beta1.Schema
+                         * @instance
+                         */
+                        Schema.prototype.propertyOrdering = $util.emptyArray;
+    
                         /**
                          * Schema required.
                          * @member {Array.<string>} required
@@ -329276,6 +331986,14 @@
                          */
                         Schema.prototype.example = null;
     
+                        /**
+                         * Schema anyOf.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.ISchema>} anyOf
+                         * @memberof google.cloud.aiplatform.v1beta1.Schema
+                         * @instance
+                         */
+                        Schema.prototype.anyOf = $util.emptyArray;
+    
                         /**
                          * Creates a new Schema instance using the specified properties.
                          * @function create
@@ -329323,6 +332041,9 @@
                             if (message["enum"] != null && message["enum"].length)
                                 for (var i = 0; i < message["enum"].length; ++i)
                                     writer.uint32(/* id 9, wireType 2 =*/74).string(message["enum"][i]);
+                            if (message.anyOf != null && message.anyOf.length)
+                                for (var i = 0; i < message.anyOf.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.Schema.encode(message.anyOf[i], writer.uint32(/* id 11, wireType 2 =*/90).fork()).ldelim();
                             if (message.minProperties != null && Object.hasOwnProperty.call(message, "minProperties"))
                                 writer.uint32(/* id 14, wireType 0 =*/112).int64(message.minProperties);
                             if (message.maxProperties != null && Object.hasOwnProperty.call(message, "maxProperties"))
@@ -329345,6 +332066,9 @@
                                 $root.google.protobuf.Value.encode(message["default"], writer.uint32(/* id 23, wireType 2 =*/186).fork()).ldelim();
                             if (message.title != null && Object.hasOwnProperty.call(message, "title"))
                                 writer.uint32(/* id 24, wireType 2 =*/194).string(message.title);
+                            if (message.propertyOrdering != null && message.propertyOrdering.length)
+                                for (var i = 0; i < message.propertyOrdering.length; ++i)
+                                    writer.uint32(/* id 25, wireType 2 =*/202).string(message.propertyOrdering[i]);
                             return writer;
                         };
     
@@ -329444,6 +332168,12 @@
                                         message.properties[key] = value;
                                         break;
                                     }
+                                case 25: {
+                                        if (!(message.propertyOrdering && message.propertyOrdering.length))
+                                            message.propertyOrdering = [];
+                                        message.propertyOrdering.push(reader.string());
+                                        break;
+                                    }
                                 case 5: {
                                         if (!(message.required && message.required.length))
                                             message.required = [];
@@ -329482,6 +332212,12 @@
                                         message.example = $root.google.protobuf.Value.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 11: {
+                                        if (!(message.anyOf && message.anyOf.length))
+                                            message.anyOf = [];
+                                        message.anyOf.push($root.google.cloud.aiplatform.v1beta1.Schema.decode(reader, reader.uint32()));
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -329575,6 +332311,13 @@
                                         return "properties." + error;
                                 }
                             }
+                            if (message.propertyOrdering != null && message.hasOwnProperty("propertyOrdering")) {
+                                if (!Array.isArray(message.propertyOrdering))
+                                    return "propertyOrdering: array expected";
+                                for (var i = 0; i < message.propertyOrdering.length; ++i)
+                                    if (!$util.isString(message.propertyOrdering[i]))
+                                        return "propertyOrdering: string[] expected";
+                            }
                             if (message.required != null && message.hasOwnProperty("required")) {
                                 if (!Array.isArray(message.required))
                                     return "required: array expected";
@@ -329608,6 +332351,15 @@
                                 if (error)
                                     return "example." + error;
                             }
+                            if (message.anyOf != null && message.hasOwnProperty("anyOf")) {
+                                if (!Array.isArray(message.anyOf))
+                                    return "anyOf: array expected";
+                                for (var i = 0; i < message.anyOf.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.Schema.verify(message.anyOf[i]);
+                                    if (error)
+                                        return "anyOf." + error;
+                                }
+                            }
                             return null;
                         };
     
@@ -329712,6 +332464,13 @@
                                     message.properties[keys[i]] = $root.google.cloud.aiplatform.v1beta1.Schema.fromObject(object.properties[keys[i]]);
                                 }
                             }
+                            if (object.propertyOrdering) {
+                                if (!Array.isArray(object.propertyOrdering))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.Schema.propertyOrdering: array expected");
+                                message.propertyOrdering = [];
+                                for (var i = 0; i < object.propertyOrdering.length; ++i)
+                                    message.propertyOrdering[i] = String(object.propertyOrdering[i]);
+                            }
                             if (object.required) {
                                 if (!Array.isArray(object.required))
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.Schema.required: array expected");
@@ -329766,6 +332525,16 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.Schema.example: object expected");
                                 message.example = $root.google.protobuf.Value.fromObject(object.example);
                             }
+                            if (object.anyOf) {
+                                if (!Array.isArray(object.anyOf))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.Schema.anyOf: array expected");
+                                message.anyOf = [];
+                                for (var i = 0; i < object.anyOf.length; ++i) {
+                                    if (typeof object.anyOf[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.Schema.anyOf: object expected");
+                                    message.anyOf[i] = $root.google.cloud.aiplatform.v1beta1.Schema.fromObject(object.anyOf[i]);
+                                }
+                            }
                             return message;
                         };
     
@@ -329785,6 +332554,8 @@
                             if (options.arrays || options.defaults) {
                                 object.required = [];
                                 object["enum"] = [];
+                                object.anyOf = [];
+                                object.propertyOrdering = [];
                             }
                             if (options.objects || options.defaults)
                                 object.properties = {};
@@ -329859,6 +332630,11 @@
                                 for (var j = 0; j < message["enum"].length; ++j)
                                     object["enum"][j] = message["enum"][j];
                             }
+                            if (message.anyOf && message.anyOf.length) {
+                                object.anyOf = [];
+                                for (var j = 0; j < message.anyOf.length; ++j)
+                                    object.anyOf[j] = $root.google.cloud.aiplatform.v1beta1.Schema.toObject(message.anyOf[j], options);
+                            }
                             if (message.minProperties != null && message.hasOwnProperty("minProperties"))
                                 if (typeof message.minProperties === "number")
                                     object.minProperties = options.longs === String ? String(message.minProperties) : message.minProperties;
@@ -329899,6 +332675,11 @@
                                 object["default"] = $root.google.protobuf.Value.toObject(message["default"], options);
                             if (message.title != null && message.hasOwnProperty("title"))
                                 object.title = message.title;
+                            if (message.propertyOrdering && message.propertyOrdering.length) {
+                                object.propertyOrdering = [];
+                                for (var j = 0; j < message.propertyOrdering.length; ++j)
+                                    object.propertyOrdering[j] = message.propertyOrdering[j];
+                            }
                             return object;
                         };
     
@@ -355762,6 +358543,233 @@
                         return PredictRequestResponseLoggingConfig;
                     })();
     
+                    v1beta1.PSCAutomationConfig = (function() {
+    
+                        /**
+                         * Properties of a PSCAutomationConfig.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IPSCAutomationConfig
+                         * @property {string|null} [projectId] PSCAutomationConfig projectId
+                         * @property {string|null} [network] PSCAutomationConfig network
+                         */
+    
+                        /**
+                         * Constructs a new PSCAutomationConfig.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a PSCAutomationConfig.
+                         * @implements IPSCAutomationConfig
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IPSCAutomationConfig=} [properties] Properties to set
+                         */
+                        function PSCAutomationConfig(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * PSCAutomationConfig projectId.
+                         * @member {string} projectId
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @instance
+                         */
+                        PSCAutomationConfig.prototype.projectId = "";
+    
+                        /**
+                         * PSCAutomationConfig network.
+                         * @member {string} network
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @instance
+                         */
+                        PSCAutomationConfig.prototype.network = "";
+    
+                        /**
+                         * Creates a new PSCAutomationConfig instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IPSCAutomationConfig=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.PSCAutomationConfig} PSCAutomationConfig instance
+                         */
+                        PSCAutomationConfig.create = function create(properties) {
+                            return new PSCAutomationConfig(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified PSCAutomationConfig message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PSCAutomationConfig.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IPSCAutomationConfig} message PSCAutomationConfig message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        PSCAutomationConfig.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.projectId != null && Object.hasOwnProperty.call(message, "projectId"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.projectId);
+                            if (message.network != null && Object.hasOwnProperty.call(message, "network"))
+                                writer.uint32(/* id 2, wireType 2 =*/18).string(message.network);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified PSCAutomationConfig message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PSCAutomationConfig.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IPSCAutomationConfig} message PSCAutomationConfig message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        PSCAutomationConfig.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a PSCAutomationConfig message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.PSCAutomationConfig} PSCAutomationConfig
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        PSCAutomationConfig.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.projectId = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.network = reader.string();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a PSCAutomationConfig message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.PSCAutomationConfig} PSCAutomationConfig
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        PSCAutomationConfig.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a PSCAutomationConfig message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        PSCAutomationConfig.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.projectId != null && message.hasOwnProperty("projectId"))
+                                if (!$util.isString(message.projectId))
+                                    return "projectId: string expected";
+                            if (message.network != null && message.hasOwnProperty("network"))
+                                if (!$util.isString(message.network))
+                                    return "network: string expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a PSCAutomationConfig message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.PSCAutomationConfig} PSCAutomationConfig
+                         */
+                        PSCAutomationConfig.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig();
+                            if (object.projectId != null)
+                                message.projectId = String(object.projectId);
+                            if (object.network != null)
+                                message.network = String(object.network);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a PSCAutomationConfig message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.PSCAutomationConfig} message PSCAutomationConfig
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        PSCAutomationConfig.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                object.projectId = "";
+                                object.network = "";
+                            }
+                            if (message.projectId != null && message.hasOwnProperty("projectId"))
+                                object.projectId = message.projectId;
+                            if (message.network != null && message.hasOwnProperty("network"))
+                                object.network = message.network;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this PSCAutomationConfig to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        PSCAutomationConfig.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for PSCAutomationConfig
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.PSCAutomationConfig
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        PSCAutomationConfig.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.PSCAutomationConfig";
+                        };
+    
+                        return PSCAutomationConfig;
+                    })();
+    
                     v1beta1.PrivateServiceConnectConfig = (function() {
     
                         /**
@@ -459485,6 +462493,7 @@
                          * @property {google.cloud.aiplatform.v1beta1.IDeployedIndexAuthConfig|null} [deployedIndexAuthConfig] DeployedIndex deployedIndexAuthConfig
                          * @property {Array.<string>|null} [reservedIpRanges] DeployedIndex reservedIpRanges
                          * @property {string|null} [deploymentGroup] DeployedIndex deploymentGroup
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.IPSCAutomationConfig>|null} [pscAutomationConfigs] DeployedIndex pscAutomationConfigs
                          */
     
                         /**
@@ -459497,6 +462506,7 @@
                          */
                         function DeployedIndex(properties) {
                             this.reservedIpRanges = [];
+                            this.pscAutomationConfigs = [];
                             if (properties)
                                 for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
                                     if (properties[keys[i]] != null)
@@ -459599,6 +462609,14 @@
                          */
                         DeployedIndex.prototype.deploymentGroup = "";
     
+                        /**
+                         * DeployedIndex pscAutomationConfigs.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.IPSCAutomationConfig>} pscAutomationConfigs
+                         * @memberof google.cloud.aiplatform.v1beta1.DeployedIndex
+                         * @instance
+                         */
+                        DeployedIndex.prototype.pscAutomationConfigs = $util.emptyArray;
+    
                         /**
                          * Creates a new DeployedIndex instance using the specified properties.
                          * @function create
@@ -459648,6 +462666,9 @@
                                 writer.uint32(/* id 11, wireType 2 =*/90).string(message.deploymentGroup);
                             if (message.dedicatedResources != null && Object.hasOwnProperty.call(message, "dedicatedResources"))
                                 $root.google.cloud.aiplatform.v1beta1.DedicatedResources.encode(message.dedicatedResources, writer.uint32(/* id 16, wireType 2 =*/130).fork()).ldelim();
+                            if (message.pscAutomationConfigs != null && message.pscAutomationConfigs.length)
+                                for (var i = 0; i < message.pscAutomationConfigs.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig.encode(message.pscAutomationConfigs[i], writer.uint32(/* id 19, wireType 2 =*/154).fork()).ldelim();
                             return writer;
                         };
     
@@ -459732,6 +462753,12 @@
                                         message.deploymentGroup = reader.string();
                                         break;
                                     }
+                                case 19: {
+                                        if (!(message.pscAutomationConfigs && message.pscAutomationConfigs.length))
+                                            message.pscAutomationConfigs = [];
+                                        message.pscAutomationConfigs.push($root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig.decode(reader, reader.uint32()));
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -459819,6 +462846,15 @@
                             if (message.deploymentGroup != null && message.hasOwnProperty("deploymentGroup"))
                                 if (!$util.isString(message.deploymentGroup))
                                     return "deploymentGroup: string expected";
+                            if (message.pscAutomationConfigs != null && message.hasOwnProperty("pscAutomationConfigs")) {
+                                if (!Array.isArray(message.pscAutomationConfigs))
+                                    return "pscAutomationConfigs: array expected";
+                                for (var i = 0; i < message.pscAutomationConfigs.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig.verify(message.pscAutomationConfigs[i]);
+                                    if (error)
+                                        return "pscAutomationConfigs." + error;
+                                }
+                            }
                             return null;
                         };
     
@@ -459881,6 +462917,16 @@
                             }
                             if (object.deploymentGroup != null)
                                 message.deploymentGroup = String(object.deploymentGroup);
+                            if (object.pscAutomationConfigs) {
+                                if (!Array.isArray(object.pscAutomationConfigs))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.DeployedIndex.pscAutomationConfigs: array expected");
+                                message.pscAutomationConfigs = [];
+                                for (var i = 0; i < object.pscAutomationConfigs.length; ++i) {
+                                    if (typeof object.pscAutomationConfigs[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.DeployedIndex.pscAutomationConfigs: object expected");
+                                    message.pscAutomationConfigs[i] = $root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig.fromObject(object.pscAutomationConfigs[i]);
+                                }
+                            }
                             return message;
                         };
     
@@ -459897,8 +462943,10 @@
                             if (!options)
                                 options = {};
                             var object = {};
-                            if (options.arrays || options.defaults)
+                            if (options.arrays || options.defaults) {
                                 object.reservedIpRanges = [];
+                                object.pscAutomationConfigs = [];
+                            }
                             if (options.defaults) {
                                 object.id = "";
                                 object.index = "";
@@ -459939,6 +462987,11 @@
                                 object.deploymentGroup = message.deploymentGroup;
                             if (message.dedicatedResources != null && message.hasOwnProperty("dedicatedResources"))
                                 object.dedicatedResources = $root.google.cloud.aiplatform.v1beta1.DedicatedResources.toObject(message.dedicatedResources, options);
+                            if (message.pscAutomationConfigs && message.pscAutomationConfigs.length) {
+                                object.pscAutomationConfigs = [];
+                                for (var j = 0; j < message.pscAutomationConfigs.length; ++j)
+                                    object.pscAutomationConfigs[j] = $root.google.cloud.aiplatform.v1beta1.PSCAutomationConfig.toObject(message.pscAutomationConfigs[j], options);
+                            }
                             return object;
                         };
     
@@ -552932,6 +555985,8 @@
                          * @property {boolean|null} [preflightValidations] PipelineJob preflightValidations
                          * @property {boolean|null} [satisfiesPzs] PipelineJob satisfiesPzs
                          * @property {boolean|null} [satisfiesPzi] PipelineJob satisfiesPzi
+                         * @property {number|Long|null} [originalPipelineJobId] PipelineJob originalPipelineJobId
+                         * @property {Array.<google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig>|null} [pipelineTaskRerunConfigs] PipelineJob pipelineTaskRerunConfigs
                          */
     
                         /**
@@ -552945,6 +556000,7 @@
                         function PipelineJob(properties) {
                             this.labels = {};
                             this.reservedIpRanges = [];
+                            this.pipelineTaskRerunConfigs = [];
                             if (properties)
                                 for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
                                     if (properties[keys[i]] != null)
@@ -553127,6 +556183,22 @@
                          */
                         PipelineJob.prototype.satisfiesPzi = false;
     
+                        /**
+                         * PipelineJob originalPipelineJobId.
+                         * @member {number|Long} originalPipelineJobId
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineJob
+                         * @instance
+                         */
+                        PipelineJob.prototype.originalPipelineJobId = $util.Long ? $util.Long.fromBits(0,0,false) : 0;
+    
+                        /**
+                         * PipelineJob pipelineTaskRerunConfigs.
+                         * @member {Array.<google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig>} pipelineTaskRerunConfigs
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineJob
+                         * @instance
+                         */
+                        PipelineJob.prototype.pipelineTaskRerunConfigs = $util.emptyArray;
+    
                         /**
                          * Creates a new PipelineJob instance using the specified properties.
                          * @function create
@@ -553197,6 +556269,11 @@
                                 writer.uint32(/* id 27, wireType 0 =*/216).bool(message.satisfiesPzs);
                             if (message.satisfiesPzi != null && Object.hasOwnProperty.call(message, "satisfiesPzi"))
                                 writer.uint32(/* id 28, wireType 0 =*/224).bool(message.satisfiesPzi);
+                            if (message.originalPipelineJobId != null && Object.hasOwnProperty.call(message, "originalPipelineJobId"))
+                                writer.uint32(/* id 29, wireType 0 =*/232).int64(message.originalPipelineJobId);
+                            if (message.pipelineTaskRerunConfigs != null && message.pipelineTaskRerunConfigs.length)
+                                for (var i = 0; i < message.pipelineTaskRerunConfigs.length; ++i)
+                                    $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.encode(message.pipelineTaskRerunConfigs[i], writer.uint32(/* id 30, wireType 2 =*/242).fork()).ldelim();
                             return writer;
                         };
     
@@ -553340,6 +556417,16 @@
                                         message.satisfiesPzi = reader.bool();
                                         break;
                                     }
+                                case 29: {
+                                        message.originalPipelineJobId = reader.int64();
+                                        break;
+                                    }
+                                case 30: {
+                                        if (!(message.pipelineTaskRerunConfigs && message.pipelineTaskRerunConfigs.length))
+                                            message.pipelineTaskRerunConfigs = [];
+                                        message.pipelineTaskRerunConfigs.push($root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.decode(reader, reader.uint32()));
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -553482,6 +556569,18 @@
                             if (message.satisfiesPzi != null && message.hasOwnProperty("satisfiesPzi"))
                                 if (typeof message.satisfiesPzi !== "boolean")
                                     return "satisfiesPzi: boolean expected";
+                            if (message.originalPipelineJobId != null && message.hasOwnProperty("originalPipelineJobId"))
+                                if (!$util.isInteger(message.originalPipelineJobId) && !(message.originalPipelineJobId && $util.isInteger(message.originalPipelineJobId.low) && $util.isInteger(message.originalPipelineJobId.high)))
+                                    return "originalPipelineJobId: integer|Long expected";
+                            if (message.pipelineTaskRerunConfigs != null && message.hasOwnProperty("pipelineTaskRerunConfigs")) {
+                                if (!Array.isArray(message.pipelineTaskRerunConfigs))
+                                    return "pipelineTaskRerunConfigs: array expected";
+                                for (var i = 0; i < message.pipelineTaskRerunConfigs.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.verify(message.pipelineTaskRerunConfigs[i]);
+                                    if (error)
+                                        return "pipelineTaskRerunConfigs." + error;
+                                }
+                            }
                             return null;
                         };
     
@@ -553623,6 +556722,25 @@
                                 message.satisfiesPzs = Boolean(object.satisfiesPzs);
                             if (object.satisfiesPzi != null)
                                 message.satisfiesPzi = Boolean(object.satisfiesPzi);
+                            if (object.originalPipelineJobId != null)
+                                if ($util.Long)
+                                    (message.originalPipelineJobId = $util.Long.fromValue(object.originalPipelineJobId)).unsigned = false;
+                                else if (typeof object.originalPipelineJobId === "string")
+                                    message.originalPipelineJobId = parseInt(object.originalPipelineJobId, 10);
+                                else if (typeof object.originalPipelineJobId === "number")
+                                    message.originalPipelineJobId = object.originalPipelineJobId;
+                                else if (typeof object.originalPipelineJobId === "object")
+                                    message.originalPipelineJobId = new $util.LongBits(object.originalPipelineJobId.low >>> 0, object.originalPipelineJobId.high >>> 0).toNumber();
+                            if (object.pipelineTaskRerunConfigs) {
+                                if (!Array.isArray(object.pipelineTaskRerunConfigs))
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineJob.pipelineTaskRerunConfigs: array expected");
+                                message.pipelineTaskRerunConfigs = [];
+                                for (var i = 0; i < object.pipelineTaskRerunConfigs.length; ++i) {
+                                    if (typeof object.pipelineTaskRerunConfigs[i] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineJob.pipelineTaskRerunConfigs: object expected");
+                                    message.pipelineTaskRerunConfigs[i] = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.fromObject(object.pipelineTaskRerunConfigs[i]);
+                                }
+                            }
                             return message;
                         };
     
@@ -553639,8 +556757,10 @@
                             if (!options)
                                 options = {};
                             var object = {};
-                            if (options.arrays || options.defaults)
+                            if (options.arrays || options.defaults) {
                                 object.reservedIpRanges = [];
+                                object.pipelineTaskRerunConfigs = [];
+                            }
                             if (options.objects || options.defaults)
                                 object.labels = {};
                             if (options.defaults) {
@@ -553664,6 +556784,11 @@
                                 object.preflightValidations = false;
                                 object.satisfiesPzs = false;
                                 object.satisfiesPzi = false;
+                                if ($util.Long) {
+                                    var long = new $util.Long(0, 0, false);
+                                    object.originalPipelineJobId = options.longs === String ? long.toString() : options.longs === Number ? long.toNumber() : long;
+                                } else
+                                    object.originalPipelineJobId = options.longs === String ? "0" : 0;
                             }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 object.name = message.name;
@@ -553716,6 +556841,16 @@
                                 object.satisfiesPzs = message.satisfiesPzs;
                             if (message.satisfiesPzi != null && message.hasOwnProperty("satisfiesPzi"))
                                 object.satisfiesPzi = message.satisfiesPzi;
+                            if (message.originalPipelineJobId != null && message.hasOwnProperty("originalPipelineJobId"))
+                                if (typeof message.originalPipelineJobId === "number")
+                                    object.originalPipelineJobId = options.longs === String ? String(message.originalPipelineJobId) : message.originalPipelineJobId;
+                                else
+                                    object.originalPipelineJobId = options.longs === String ? $util.Long.prototype.toString.call(message.originalPipelineJobId) : options.longs === Number ? new $util.LongBits(message.originalPipelineJobId.low >>> 0, message.originalPipelineJobId.high >>> 0).toNumber() : message.originalPipelineJobId;
+                            if (message.pipelineTaskRerunConfigs && message.pipelineTaskRerunConfigs.length) {
+                                object.pipelineTaskRerunConfigs = [];
+                                for (var j = 0; j < message.pipelineTaskRerunConfigs.length; ++j)
+                                    object.pipelineTaskRerunConfigs[j] = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.toObject(message.pipelineTaskRerunConfigs[j], options);
+                            }
                             return object;
                         };
     
@@ -556989,6 +560124,855 @@
                         return PipelineTaskExecutorDetail;
                     })();
     
+                    v1beta1.PipelineTaskRerunConfig = (function() {
+    
+                        /**
+                         * Properties of a PipelineTaskRerunConfig.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IPipelineTaskRerunConfig
+                         * @property {number|Long|null} [taskId] PipelineTaskRerunConfig taskId
+                         * @property {string|null} [taskName] PipelineTaskRerunConfig taskName
+                         * @property {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs|null} [inputs] PipelineTaskRerunConfig inputs
+                         * @property {boolean|null} [skipTask] PipelineTaskRerunConfig skipTask
+                         * @property {boolean|null} [skipDownstreamTasks] PipelineTaskRerunConfig skipDownstreamTasks
+                         */
+    
+                        /**
+                         * Constructs a new PipelineTaskRerunConfig.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a PipelineTaskRerunConfig.
+                         * @implements IPipelineTaskRerunConfig
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig=} [properties] Properties to set
+                         */
+                        function PipelineTaskRerunConfig(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * PipelineTaskRerunConfig taskId.
+                         * @member {number|Long} taskId
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @instance
+                         */
+                        PipelineTaskRerunConfig.prototype.taskId = $util.Long ? $util.Long.fromBits(0,0,false) : 0;
+    
+                        /**
+                         * PipelineTaskRerunConfig taskName.
+                         * @member {string} taskName
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @instance
+                         */
+                        PipelineTaskRerunConfig.prototype.taskName = "";
+    
+                        /**
+                         * PipelineTaskRerunConfig inputs.
+                         * @member {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs|null|undefined} inputs
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @instance
+                         */
+                        PipelineTaskRerunConfig.prototype.inputs = null;
+    
+                        /**
+                         * PipelineTaskRerunConfig skipTask.
+                         * @member {boolean} skipTask
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @instance
+                         */
+                        PipelineTaskRerunConfig.prototype.skipTask = false;
+    
+                        /**
+                         * PipelineTaskRerunConfig skipDownstreamTasks.
+                         * @member {boolean} skipDownstreamTasks
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @instance
+                         */
+                        PipelineTaskRerunConfig.prototype.skipDownstreamTasks = false;
+    
+                        /**
+                         * Creates a new PipelineTaskRerunConfig instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig} PipelineTaskRerunConfig instance
+                         */
+                        PipelineTaskRerunConfig.create = function create(properties) {
+                            return new PipelineTaskRerunConfig(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified PipelineTaskRerunConfig message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig} message PipelineTaskRerunConfig message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        PipelineTaskRerunConfig.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.taskId != null && Object.hasOwnProperty.call(message, "taskId"))
+                                writer.uint32(/* id 1, wireType 0 =*/8).int64(message.taskId);
+                            if (message.taskName != null && Object.hasOwnProperty.call(message, "taskName"))
+                                writer.uint32(/* id 2, wireType 2 =*/18).string(message.taskName);
+                            if (message.inputs != null && Object.hasOwnProperty.call(message, "inputs"))
+                                $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.encode(message.inputs, writer.uint32(/* id 3, wireType 2 =*/26).fork()).ldelim();
+                            if (message.skipTask != null && Object.hasOwnProperty.call(message, "skipTask"))
+                                writer.uint32(/* id 4, wireType 0 =*/32).bool(message.skipTask);
+                            if (message.skipDownstreamTasks != null && Object.hasOwnProperty.call(message, "skipDownstreamTasks"))
+                                writer.uint32(/* id 5, wireType 0 =*/40).bool(message.skipDownstreamTasks);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified PipelineTaskRerunConfig message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IPipelineTaskRerunConfig} message PipelineTaskRerunConfig message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        PipelineTaskRerunConfig.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a PipelineTaskRerunConfig message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig} PipelineTaskRerunConfig
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        PipelineTaskRerunConfig.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.taskId = reader.int64();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.taskName = reader.string();
+                                        break;
+                                    }
+                                case 3: {
+                                        message.inputs = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 4: {
+                                        message.skipTask = reader.bool();
+                                        break;
+                                    }
+                                case 5: {
+                                        message.skipDownstreamTasks = reader.bool();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a PipelineTaskRerunConfig message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig} PipelineTaskRerunConfig
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        PipelineTaskRerunConfig.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a PipelineTaskRerunConfig message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        PipelineTaskRerunConfig.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.taskId != null && message.hasOwnProperty("taskId"))
+                                if (!$util.isInteger(message.taskId) && !(message.taskId && $util.isInteger(message.taskId.low) && $util.isInteger(message.taskId.high)))
+                                    return "taskId: integer|Long expected";
+                            if (message.taskName != null && message.hasOwnProperty("taskName"))
+                                if (!$util.isString(message.taskName))
+                                    return "taskName: string expected";
+                            if (message.inputs != null && message.hasOwnProperty("inputs")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.verify(message.inputs);
+                                if (error)
+                                    return "inputs." + error;
+                            }
+                            if (message.skipTask != null && message.hasOwnProperty("skipTask"))
+                                if (typeof message.skipTask !== "boolean")
+                                    return "skipTask: boolean expected";
+                            if (message.skipDownstreamTasks != null && message.hasOwnProperty("skipDownstreamTasks"))
+                                if (typeof message.skipDownstreamTasks !== "boolean")
+                                    return "skipDownstreamTasks: boolean expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a PipelineTaskRerunConfig message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig} PipelineTaskRerunConfig
+                         */
+                        PipelineTaskRerunConfig.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig();
+                            if (object.taskId != null)
+                                if ($util.Long)
+                                    (message.taskId = $util.Long.fromValue(object.taskId)).unsigned = false;
+                                else if (typeof object.taskId === "string")
+                                    message.taskId = parseInt(object.taskId, 10);
+                                else if (typeof object.taskId === "number")
+                                    message.taskId = object.taskId;
+                                else if (typeof object.taskId === "object")
+                                    message.taskId = new $util.LongBits(object.taskId.low >>> 0, object.taskId.high >>> 0).toNumber();
+                            if (object.taskName != null)
+                                message.taskName = String(object.taskName);
+                            if (object.inputs != null) {
+                                if (typeof object.inputs !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.inputs: object expected");
+                                message.inputs = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.fromObject(object.inputs);
+                            }
+                            if (object.skipTask != null)
+                                message.skipTask = Boolean(object.skipTask);
+                            if (object.skipDownstreamTasks != null)
+                                message.skipDownstreamTasks = Boolean(object.skipDownstreamTasks);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a PipelineTaskRerunConfig message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig} message PipelineTaskRerunConfig
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        PipelineTaskRerunConfig.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults) {
+                                if ($util.Long) {
+                                    var long = new $util.Long(0, 0, false);
+                                    object.taskId = options.longs === String ? long.toString() : options.longs === Number ? long.toNumber() : long;
+                                } else
+                                    object.taskId = options.longs === String ? "0" : 0;
+                                object.taskName = "";
+                                object.inputs = null;
+                                object.skipTask = false;
+                                object.skipDownstreamTasks = false;
+                            }
+                            if (message.taskId != null && message.hasOwnProperty("taskId"))
+                                if (typeof message.taskId === "number")
+                                    object.taskId = options.longs === String ? String(message.taskId) : message.taskId;
+                                else
+                                    object.taskId = options.longs === String ? $util.Long.prototype.toString.call(message.taskId) : options.longs === Number ? new $util.LongBits(message.taskId.low >>> 0, message.taskId.high >>> 0).toNumber() : message.taskId;
+                            if (message.taskName != null && message.hasOwnProperty("taskName"))
+                                object.taskName = message.taskName;
+                            if (message.inputs != null && message.hasOwnProperty("inputs"))
+                                object.inputs = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.toObject(message.inputs, options);
+                            if (message.skipTask != null && message.hasOwnProperty("skipTask"))
+                                object.skipTask = message.skipTask;
+                            if (message.skipDownstreamTasks != null && message.hasOwnProperty("skipDownstreamTasks"))
+                                object.skipDownstreamTasks = message.skipDownstreamTasks;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this PipelineTaskRerunConfig to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        PipelineTaskRerunConfig.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for PipelineTaskRerunConfig
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        PipelineTaskRerunConfig.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig";
+                        };
+    
+                        PipelineTaskRerunConfig.ArtifactList = (function() {
+    
+                            /**
+                             * Properties of an ArtifactList.
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                             * @interface IArtifactList
+                             * @property {Array.<google.cloud.aiplatform.v1beta1.IRuntimeArtifact>|null} [artifacts] ArtifactList artifacts
+                             */
+    
+                            /**
+                             * Constructs a new ArtifactList.
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                             * @classdesc Represents an ArtifactList.
+                             * @implements IArtifactList
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList=} [properties] Properties to set
+                             */
+                            function ArtifactList(properties) {
+                                this.artifacts = [];
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * ArtifactList artifacts.
+                             * @member {Array.<google.cloud.aiplatform.v1beta1.IRuntimeArtifact>} artifacts
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @instance
+                             */
+                            ArtifactList.prototype.artifacts = $util.emptyArray;
+    
+                            /**
+                             * Creates a new ArtifactList instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList} ArtifactList instance
+                             */
+                            ArtifactList.create = function create(properties) {
+                                return new ArtifactList(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified ArtifactList message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList} message ArtifactList message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            ArtifactList.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.artifacts != null && message.artifacts.length)
+                                    for (var i = 0; i < message.artifacts.length; ++i)
+                                        $root.google.cloud.aiplatform.v1beta1.RuntimeArtifact.encode(message.artifacts[i], writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified ArtifactList message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList} message ArtifactList message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            ArtifactList.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes an ArtifactList message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList} ArtifactList
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            ArtifactList.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            if (!(message.artifacts && message.artifacts.length))
+                                                message.artifacts = [];
+                                            message.artifacts.push($root.google.cloud.aiplatform.v1beta1.RuntimeArtifact.decode(reader, reader.uint32()));
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes an ArtifactList message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList} ArtifactList
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            ArtifactList.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies an ArtifactList message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            ArtifactList.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.artifacts != null && message.hasOwnProperty("artifacts")) {
+                                    if (!Array.isArray(message.artifacts))
+                                        return "artifacts: array expected";
+                                    for (var i = 0; i < message.artifacts.length; ++i) {
+                                        var error = $root.google.cloud.aiplatform.v1beta1.RuntimeArtifact.verify(message.artifacts[i]);
+                                        if (error)
+                                            return "artifacts." + error;
+                                    }
+                                }
+                                return null;
+                            };
+    
+                            /**
+                             * Creates an ArtifactList message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList} ArtifactList
+                             */
+                            ArtifactList.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList();
+                                if (object.artifacts) {
+                                    if (!Array.isArray(object.artifacts))
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.artifacts: array expected");
+                                    message.artifacts = [];
+                                    for (var i = 0; i < object.artifacts.length; ++i) {
+                                        if (typeof object.artifacts[i] !== "object")
+                                            throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.artifacts: object expected");
+                                        message.artifacts[i] = $root.google.cloud.aiplatform.v1beta1.RuntimeArtifact.fromObject(object.artifacts[i]);
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from an ArtifactList message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList} message ArtifactList
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            ArtifactList.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.arrays || options.defaults)
+                                    object.artifacts = [];
+                                if (message.artifacts && message.artifacts.length) {
+                                    object.artifacts = [];
+                                    for (var j = 0; j < message.artifacts.length; ++j)
+                                        object.artifacts[j] = $root.google.cloud.aiplatform.v1beta1.RuntimeArtifact.toObject(message.artifacts[j], options);
+                                }
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this ArtifactList to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            ArtifactList.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for ArtifactList
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            ArtifactList.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList";
+                            };
+    
+                            return ArtifactList;
+                        })();
+    
+                        PipelineTaskRerunConfig.Inputs = (function() {
+    
+                            /**
+                             * Properties of an Inputs.
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                             * @interface IInputs
+                             * @property {Object.<string,google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList>|null} [artifacts] Inputs artifacts
+                             * @property {Object.<string,google.protobuf.IValue>|null} [parameterValues] Inputs parameterValues
+                             */
+    
+                            /**
+                             * Constructs a new Inputs.
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig
+                             * @classdesc Represents an Inputs.
+                             * @implements IInputs
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs=} [properties] Properties to set
+                             */
+                            function Inputs(properties) {
+                                this.artifacts = {};
+                                this.parameterValues = {};
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * Inputs artifacts.
+                             * @member {Object.<string,google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IArtifactList>} artifacts
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @instance
+                             */
+                            Inputs.prototype.artifacts = $util.emptyObject;
+    
+                            /**
+                             * Inputs parameterValues.
+                             * @member {Object.<string,google.protobuf.IValue>} parameterValues
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @instance
+                             */
+                            Inputs.prototype.parameterValues = $util.emptyObject;
+    
+                            /**
+                             * Creates a new Inputs instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs} Inputs instance
+                             */
+                            Inputs.create = function create(properties) {
+                                return new Inputs(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified Inputs message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs} message Inputs message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Inputs.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.artifacts != null && Object.hasOwnProperty.call(message, "artifacts"))
+                                    for (var keys = Object.keys(message.artifacts), i = 0; i < keys.length; ++i) {
+                                        writer.uint32(/* id 1, wireType 2 =*/10).fork().uint32(/* id 1, wireType 2 =*/10).string(keys[i]);
+                                        $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.encode(message.artifacts[keys[i]], writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim().ldelim();
+                                    }
+                                if (message.parameterValues != null && Object.hasOwnProperty.call(message, "parameterValues"))
+                                    for (var keys = Object.keys(message.parameterValues), i = 0; i < keys.length; ++i) {
+                                        writer.uint32(/* id 2, wireType 2 =*/18).fork().uint32(/* id 1, wireType 2 =*/10).string(keys[i]);
+                                        $root.google.protobuf.Value.encode(message.parameterValues[keys[i]], writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim().ldelim();
+                                    }
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified Inputs message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.IInputs} message Inputs message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Inputs.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes an Inputs message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs} Inputs
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Inputs.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs(), key, value;
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            if (message.artifacts === $util.emptyObject)
+                                                message.artifacts = {};
+                                            var end2 = reader.uint32() + reader.pos;
+                                            key = "";
+                                            value = null;
+                                            while (reader.pos < end2) {
+                                                var tag2 = reader.uint32();
+                                                switch (tag2 >>> 3) {
+                                                case 1:
+                                                    key = reader.string();
+                                                    break;
+                                                case 2:
+                                                    value = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.decode(reader, reader.uint32());
+                                                    break;
+                                                default:
+                                                    reader.skipType(tag2 & 7);
+                                                    break;
+                                                }
+                                            }
+                                            message.artifacts[key] = value;
+                                            break;
+                                        }
+                                    case 2: {
+                                            if (message.parameterValues === $util.emptyObject)
+                                                message.parameterValues = {};
+                                            var end2 = reader.uint32() + reader.pos;
+                                            key = "";
+                                            value = null;
+                                            while (reader.pos < end2) {
+                                                var tag2 = reader.uint32();
+                                                switch (tag2 >>> 3) {
+                                                case 1:
+                                                    key = reader.string();
+                                                    break;
+                                                case 2:
+                                                    value = $root.google.protobuf.Value.decode(reader, reader.uint32());
+                                                    break;
+                                                default:
+                                                    reader.skipType(tag2 & 7);
+                                                    break;
+                                                }
+                                            }
+                                            message.parameterValues[key] = value;
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes an Inputs message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs} Inputs
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Inputs.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies an Inputs message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            Inputs.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.artifacts != null && message.hasOwnProperty("artifacts")) {
+                                    if (!$util.isObject(message.artifacts))
+                                        return "artifacts: object expected";
+                                    var key = Object.keys(message.artifacts);
+                                    for (var i = 0; i < key.length; ++i) {
+                                        var error = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.verify(message.artifacts[key[i]]);
+                                        if (error)
+                                            return "artifacts." + error;
+                                    }
+                                }
+                                if (message.parameterValues != null && message.hasOwnProperty("parameterValues")) {
+                                    if (!$util.isObject(message.parameterValues))
+                                        return "parameterValues: object expected";
+                                    var key = Object.keys(message.parameterValues);
+                                    for (var i = 0; i < key.length; ++i) {
+                                        var error = $root.google.protobuf.Value.verify(message.parameterValues[key[i]]);
+                                        if (error)
+                                            return "parameterValues." + error;
+                                    }
+                                }
+                                return null;
+                            };
+    
+                            /**
+                             * Creates an Inputs message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs} Inputs
+                             */
+                            Inputs.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs();
+                                if (object.artifacts) {
+                                    if (typeof object.artifacts !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.artifacts: object expected");
+                                    message.artifacts = {};
+                                    for (var keys = Object.keys(object.artifacts), i = 0; i < keys.length; ++i) {
+                                        if (typeof object.artifacts[keys[i]] !== "object")
+                                            throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.artifacts: object expected");
+                                        message.artifacts[keys[i]] = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.fromObject(object.artifacts[keys[i]]);
+                                    }
+                                }
+                                if (object.parameterValues) {
+                                    if (typeof object.parameterValues !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.parameterValues: object expected");
+                                    message.parameterValues = {};
+                                    for (var keys = Object.keys(object.parameterValues), i = 0; i < keys.length; ++i) {
+                                        if (typeof object.parameterValues[keys[i]] !== "object")
+                                            throw TypeError(".google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs.parameterValues: object expected");
+                                        message.parameterValues[keys[i]] = $root.google.protobuf.Value.fromObject(object.parameterValues[keys[i]]);
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from an Inputs message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs} message Inputs
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            Inputs.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.objects || options.defaults) {
+                                    object.artifacts = {};
+                                    object.parameterValues = {};
+                                }
+                                var keys2;
+                                if (message.artifacts && (keys2 = Object.keys(message.artifacts)).length) {
+                                    object.artifacts = {};
+                                    for (var j = 0; j < keys2.length; ++j)
+                                        object.artifacts[keys2[j]] = $root.google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.ArtifactList.toObject(message.artifacts[keys2[j]], options);
+                                }
+                                if (message.parameterValues && (keys2 = Object.keys(message.parameterValues)).length) {
+                                    object.parameterValues = {};
+                                    for (var j = 0; j < keys2.length; ++j)
+                                        object.parameterValues[keys2[j]] = $root.google.protobuf.Value.toObject(message.parameterValues[keys2[j]], options);
+                                }
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this Inputs to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            Inputs.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for Inputs
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            Inputs.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.PipelineTaskRerunConfig.Inputs";
+                            };
+    
+                            return Inputs;
+                        })();
+    
+                        return PipelineTaskRerunConfig;
+                    })();
+    
                     /**
                      * PipelineState enum.
                      * @name google.cloud.aiplatform.v1beta1.PipelineState
@@ -557017,6 +561001,723 @@
                         return values;
                     })();
     
+                    v1beta1.ArtifactTypeSchema = (function() {
+    
+                        /**
+                         * Properties of an ArtifactTypeSchema.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IArtifactTypeSchema
+                         * @property {string|null} [schemaTitle] ArtifactTypeSchema schemaTitle
+                         * @property {string|null} [schemaUri] ArtifactTypeSchema schemaUri
+                         * @property {string|null} [instanceSchema] ArtifactTypeSchema instanceSchema
+                         * @property {string|null} [schemaVersion] ArtifactTypeSchema schemaVersion
+                         */
+    
+                        /**
+                         * Constructs a new ArtifactTypeSchema.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents an ArtifactTypeSchema.
+                         * @implements IArtifactTypeSchema
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IArtifactTypeSchema=} [properties] Properties to set
+                         */
+                        function ArtifactTypeSchema(properties) {
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * ArtifactTypeSchema schemaTitle.
+                         * @member {string|null|undefined} schemaTitle
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @instance
+                         */
+                        ArtifactTypeSchema.prototype.schemaTitle = null;
+    
+                        /**
+                         * ArtifactTypeSchema schemaUri.
+                         * @member {string|null|undefined} schemaUri
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @instance
+                         */
+                        ArtifactTypeSchema.prototype.schemaUri = null;
+    
+                        /**
+                         * ArtifactTypeSchema instanceSchema.
+                         * @member {string|null|undefined} instanceSchema
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @instance
+                         */
+                        ArtifactTypeSchema.prototype.instanceSchema = null;
+    
+                        /**
+                         * ArtifactTypeSchema schemaVersion.
+                         * @member {string} schemaVersion
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @instance
+                         */
+                        ArtifactTypeSchema.prototype.schemaVersion = "";
+    
+                        // OneOf field names bound to virtual getters and setters
+                        var $oneOfFields;
+    
+                        /**
+                         * ArtifactTypeSchema kind.
+                         * @member {"schemaTitle"|"schemaUri"|"instanceSchema"|undefined} kind
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @instance
+                         */
+                        Object.defineProperty(ArtifactTypeSchema.prototype, "kind", {
+                            get: $util.oneOfGetter($oneOfFields = ["schemaTitle", "schemaUri", "instanceSchema"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
+                        /**
+                         * Creates a new ArtifactTypeSchema instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IArtifactTypeSchema=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.ArtifactTypeSchema} ArtifactTypeSchema instance
+                         */
+                        ArtifactTypeSchema.create = function create(properties) {
+                            return new ArtifactTypeSchema(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified ArtifactTypeSchema message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IArtifactTypeSchema} message ArtifactTypeSchema message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ArtifactTypeSchema.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.schemaTitle != null && Object.hasOwnProperty.call(message, "schemaTitle"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.schemaTitle);
+                            if (message.schemaUri != null && Object.hasOwnProperty.call(message, "schemaUri"))
+                                writer.uint32(/* id 2, wireType 2 =*/18).string(message.schemaUri);
+                            if (message.instanceSchema != null && Object.hasOwnProperty.call(message, "instanceSchema"))
+                                writer.uint32(/* id 3, wireType 2 =*/26).string(message.instanceSchema);
+                            if (message.schemaVersion != null && Object.hasOwnProperty.call(message, "schemaVersion"))
+                                writer.uint32(/* id 4, wireType 2 =*/34).string(message.schemaVersion);
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified ArtifactTypeSchema message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IArtifactTypeSchema} message ArtifactTypeSchema message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        ArtifactTypeSchema.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes an ArtifactTypeSchema message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.ArtifactTypeSchema} ArtifactTypeSchema
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ArtifactTypeSchema.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema();
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.schemaTitle = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.schemaUri = reader.string();
+                                        break;
+                                    }
+                                case 3: {
+                                        message.instanceSchema = reader.string();
+                                        break;
+                                    }
+                                case 4: {
+                                        message.schemaVersion = reader.string();
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes an ArtifactTypeSchema message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.ArtifactTypeSchema} ArtifactTypeSchema
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        ArtifactTypeSchema.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies an ArtifactTypeSchema message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        ArtifactTypeSchema.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            var properties = {};
+                            if (message.schemaTitle != null && message.hasOwnProperty("schemaTitle")) {
+                                properties.kind = 1;
+                                if (!$util.isString(message.schemaTitle))
+                                    return "schemaTitle: string expected";
+                            }
+                            if (message.schemaUri != null && message.hasOwnProperty("schemaUri")) {
+                                if (properties.kind === 1)
+                                    return "kind: multiple values";
+                                properties.kind = 1;
+                                if (!$util.isString(message.schemaUri))
+                                    return "schemaUri: string expected";
+                            }
+                            if (message.instanceSchema != null && message.hasOwnProperty("instanceSchema")) {
+                                if (properties.kind === 1)
+                                    return "kind: multiple values";
+                                properties.kind = 1;
+                                if (!$util.isString(message.instanceSchema))
+                                    return "instanceSchema: string expected";
+                            }
+                            if (message.schemaVersion != null && message.hasOwnProperty("schemaVersion"))
+                                if (!$util.isString(message.schemaVersion))
+                                    return "schemaVersion: string expected";
+                            return null;
+                        };
+    
+                        /**
+                         * Creates an ArtifactTypeSchema message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.ArtifactTypeSchema} ArtifactTypeSchema
+                         */
+                        ArtifactTypeSchema.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema();
+                            if (object.schemaTitle != null)
+                                message.schemaTitle = String(object.schemaTitle);
+                            if (object.schemaUri != null)
+                                message.schemaUri = String(object.schemaUri);
+                            if (object.instanceSchema != null)
+                                message.instanceSchema = String(object.instanceSchema);
+                            if (object.schemaVersion != null)
+                                message.schemaVersion = String(object.schemaVersion);
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from an ArtifactTypeSchema message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.ArtifactTypeSchema} message ArtifactTypeSchema
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        ArtifactTypeSchema.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.defaults)
+                                object.schemaVersion = "";
+                            if (message.schemaTitle != null && message.hasOwnProperty("schemaTitle")) {
+                                object.schemaTitle = message.schemaTitle;
+                                if (options.oneofs)
+                                    object.kind = "schemaTitle";
+                            }
+                            if (message.schemaUri != null && message.hasOwnProperty("schemaUri")) {
+                                object.schemaUri = message.schemaUri;
+                                if (options.oneofs)
+                                    object.kind = "schemaUri";
+                            }
+                            if (message.instanceSchema != null && message.hasOwnProperty("instanceSchema")) {
+                                object.instanceSchema = message.instanceSchema;
+                                if (options.oneofs)
+                                    object.kind = "instanceSchema";
+                            }
+                            if (message.schemaVersion != null && message.hasOwnProperty("schemaVersion"))
+                                object.schemaVersion = message.schemaVersion;
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this ArtifactTypeSchema to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        ArtifactTypeSchema.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for ArtifactTypeSchema
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.ArtifactTypeSchema
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        ArtifactTypeSchema.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.ArtifactTypeSchema";
+                        };
+    
+                        return ArtifactTypeSchema;
+                    })();
+    
+                    v1beta1.RuntimeArtifact = (function() {
+    
+                        /**
+                         * Properties of a RuntimeArtifact.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @interface IRuntimeArtifact
+                         * @property {string|null} [name] RuntimeArtifact name
+                         * @property {google.cloud.aiplatform.v1beta1.IArtifactTypeSchema|null} [type] RuntimeArtifact type
+                         * @property {string|null} [uri] RuntimeArtifact uri
+                         * @property {Object.<string,google.cloud.aiplatform.v1beta1.IValue>|null} [properties] RuntimeArtifact properties
+                         * @property {Object.<string,google.cloud.aiplatform.v1beta1.IValue>|null} [customProperties] RuntimeArtifact customProperties
+                         * @property {google.protobuf.IStruct|null} [metadata] RuntimeArtifact metadata
+                         */
+    
+                        /**
+                         * Constructs a new RuntimeArtifact.
+                         * @memberof google.cloud.aiplatform.v1beta1
+                         * @classdesc Represents a RuntimeArtifact.
+                         * @implements IRuntimeArtifact
+                         * @constructor
+                         * @param {google.cloud.aiplatform.v1beta1.IRuntimeArtifact=} [properties] Properties to set
+                         */
+                        function RuntimeArtifact(properties) {
+                            this.properties = {};
+                            this.customProperties = {};
+                            if (properties)
+                                for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                    if (properties[keys[i]] != null)
+                                        this[keys[i]] = properties[keys[i]];
+                        }
+    
+                        /**
+                         * RuntimeArtifact name.
+                         * @member {string} name
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @instance
+                         */
+                        RuntimeArtifact.prototype.name = "";
+    
+                        /**
+                         * RuntimeArtifact type.
+                         * @member {google.cloud.aiplatform.v1beta1.IArtifactTypeSchema|null|undefined} type
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @instance
+                         */
+                        RuntimeArtifact.prototype.type = null;
+    
+                        /**
+                         * RuntimeArtifact uri.
+                         * @member {string} uri
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @instance
+                         */
+                        RuntimeArtifact.prototype.uri = "";
+    
+                        /**
+                         * RuntimeArtifact properties.
+                         * @member {Object.<string,google.cloud.aiplatform.v1beta1.IValue>} properties
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @instance
+                         */
+                        RuntimeArtifact.prototype.properties = $util.emptyObject;
+    
+                        /**
+                         * RuntimeArtifact customProperties.
+                         * @member {Object.<string,google.cloud.aiplatform.v1beta1.IValue>} customProperties
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @instance
+                         */
+                        RuntimeArtifact.prototype.customProperties = $util.emptyObject;
+    
+                        /**
+                         * RuntimeArtifact metadata.
+                         * @member {google.protobuf.IStruct|null|undefined} metadata
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @instance
+                         */
+                        RuntimeArtifact.prototype.metadata = null;
+    
+                        /**
+                         * Creates a new RuntimeArtifact instance using the specified properties.
+                         * @function create
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IRuntimeArtifact=} [properties] Properties to set
+                         * @returns {google.cloud.aiplatform.v1beta1.RuntimeArtifact} RuntimeArtifact instance
+                         */
+                        RuntimeArtifact.create = function create(properties) {
+                            return new RuntimeArtifact(properties);
+                        };
+    
+                        /**
+                         * Encodes the specified RuntimeArtifact message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RuntimeArtifact.verify|verify} messages.
+                         * @function encode
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IRuntimeArtifact} message RuntimeArtifact message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        RuntimeArtifact.encode = function encode(message, writer) {
+                            if (!writer)
+                                writer = $Writer.create();
+                            if (message.name != null && Object.hasOwnProperty.call(message, "name"))
+                                writer.uint32(/* id 1, wireType 2 =*/10).string(message.name);
+                            if (message.type != null && Object.hasOwnProperty.call(message, "type"))
+                                $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.encode(message.type, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            if (message.uri != null && Object.hasOwnProperty.call(message, "uri"))
+                                writer.uint32(/* id 3, wireType 2 =*/26).string(message.uri);
+                            if (message.properties != null && Object.hasOwnProperty.call(message, "properties"))
+                                for (var keys = Object.keys(message.properties), i = 0; i < keys.length; ++i) {
+                                    writer.uint32(/* id 4, wireType 2 =*/34).fork().uint32(/* id 1, wireType 2 =*/10).string(keys[i]);
+                                    $root.google.cloud.aiplatform.v1beta1.Value.encode(message.properties[keys[i]], writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim().ldelim();
+                                }
+                            if (message.customProperties != null && Object.hasOwnProperty.call(message, "customProperties"))
+                                for (var keys = Object.keys(message.customProperties), i = 0; i < keys.length; ++i) {
+                                    writer.uint32(/* id 5, wireType 2 =*/42).fork().uint32(/* id 1, wireType 2 =*/10).string(keys[i]);
+                                    $root.google.cloud.aiplatform.v1beta1.Value.encode(message.customProperties[keys[i]], writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim().ldelim();
+                                }
+                            if (message.metadata != null && Object.hasOwnProperty.call(message, "metadata"))
+                                $root.google.protobuf.Struct.encode(message.metadata, writer.uint32(/* id 6, wireType 2 =*/50).fork()).ldelim();
+                            return writer;
+                        };
+    
+                        /**
+                         * Encodes the specified RuntimeArtifact message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RuntimeArtifact.verify|verify} messages.
+                         * @function encodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.IRuntimeArtifact} message RuntimeArtifact message or plain object to encode
+                         * @param {$protobuf.Writer} [writer] Writer to encode to
+                         * @returns {$protobuf.Writer} Writer
+                         */
+                        RuntimeArtifact.encodeDelimited = function encodeDelimited(message, writer) {
+                            return this.encode(message, writer).ldelim();
+                        };
+    
+                        /**
+                         * Decodes a RuntimeArtifact message from the specified reader or buffer.
+                         * @function decode
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @param {number} [length] Message length if known beforehand
+                         * @returns {google.cloud.aiplatform.v1beta1.RuntimeArtifact} RuntimeArtifact
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        RuntimeArtifact.decode = function decode(reader, length) {
+                            if (!(reader instanceof $Reader))
+                                reader = $Reader.create(reader);
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.RuntimeArtifact(), key, value;
+                            while (reader.pos < end) {
+                                var tag = reader.uint32();
+                                switch (tag >>> 3) {
+                                case 1: {
+                                        message.name = reader.string();
+                                        break;
+                                    }
+                                case 2: {
+                                        message.type = $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 3: {
+                                        message.uri = reader.string();
+                                        break;
+                                    }
+                                case 4: {
+                                        if (message.properties === $util.emptyObject)
+                                            message.properties = {};
+                                        var end2 = reader.uint32() + reader.pos;
+                                        key = "";
+                                        value = null;
+                                        while (reader.pos < end2) {
+                                            var tag2 = reader.uint32();
+                                            switch (tag2 >>> 3) {
+                                            case 1:
+                                                key = reader.string();
+                                                break;
+                                            case 2:
+                                                value = $root.google.cloud.aiplatform.v1beta1.Value.decode(reader, reader.uint32());
+                                                break;
+                                            default:
+                                                reader.skipType(tag2 & 7);
+                                                break;
+                                            }
+                                        }
+                                        message.properties[key] = value;
+                                        break;
+                                    }
+                                case 5: {
+                                        if (message.customProperties === $util.emptyObject)
+                                            message.customProperties = {};
+                                        var end2 = reader.uint32() + reader.pos;
+                                        key = "";
+                                        value = null;
+                                        while (reader.pos < end2) {
+                                            var tag2 = reader.uint32();
+                                            switch (tag2 >>> 3) {
+                                            case 1:
+                                                key = reader.string();
+                                                break;
+                                            case 2:
+                                                value = $root.google.cloud.aiplatform.v1beta1.Value.decode(reader, reader.uint32());
+                                                break;
+                                            default:
+                                                reader.skipType(tag2 & 7);
+                                                break;
+                                            }
+                                        }
+                                        message.customProperties[key] = value;
+                                        break;
+                                    }
+                                case 6: {
+                                        message.metadata = $root.google.protobuf.Struct.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                default:
+                                    reader.skipType(tag & 7);
+                                    break;
+                                }
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Decodes a RuntimeArtifact message from the specified reader or buffer, length delimited.
+                         * @function decodeDelimited
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                         * @returns {google.cloud.aiplatform.v1beta1.RuntimeArtifact} RuntimeArtifact
+                         * @throws {Error} If the payload is not a reader or valid buffer
+                         * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                         */
+                        RuntimeArtifact.decodeDelimited = function decodeDelimited(reader) {
+                            if (!(reader instanceof $Reader))
+                                reader = new $Reader(reader);
+                            return this.decode(reader, reader.uint32());
+                        };
+    
+                        /**
+                         * Verifies a RuntimeArtifact message.
+                         * @function verify
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {Object.<string,*>} message Plain object to verify
+                         * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                         */
+                        RuntimeArtifact.verify = function verify(message) {
+                            if (typeof message !== "object" || message === null)
+                                return "object expected";
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                if (!$util.isString(message.name))
+                                    return "name: string expected";
+                            if (message.type != null && message.hasOwnProperty("type")) {
+                                var error = $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.verify(message.type);
+                                if (error)
+                                    return "type." + error;
+                            }
+                            if (message.uri != null && message.hasOwnProperty("uri"))
+                                if (!$util.isString(message.uri))
+                                    return "uri: string expected";
+                            if (message.properties != null && message.hasOwnProperty("properties")) {
+                                if (!$util.isObject(message.properties))
+                                    return "properties: object expected";
+                                var key = Object.keys(message.properties);
+                                for (var i = 0; i < key.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.Value.verify(message.properties[key[i]]);
+                                    if (error)
+                                        return "properties." + error;
+                                }
+                            }
+                            if (message.customProperties != null && message.hasOwnProperty("customProperties")) {
+                                if (!$util.isObject(message.customProperties))
+                                    return "customProperties: object expected";
+                                var key = Object.keys(message.customProperties);
+                                for (var i = 0; i < key.length; ++i) {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.Value.verify(message.customProperties[key[i]]);
+                                    if (error)
+                                        return "customProperties." + error;
+                                }
+                            }
+                            if (message.metadata != null && message.hasOwnProperty("metadata")) {
+                                var error = $root.google.protobuf.Struct.verify(message.metadata);
+                                if (error)
+                                    return "metadata." + error;
+                            }
+                            return null;
+                        };
+    
+                        /**
+                         * Creates a RuntimeArtifact message from a plain object. Also converts values to their respective internal types.
+                         * @function fromObject
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {Object.<string,*>} object Plain object
+                         * @returns {google.cloud.aiplatform.v1beta1.RuntimeArtifact} RuntimeArtifact
+                         */
+                        RuntimeArtifact.fromObject = function fromObject(object) {
+                            if (object instanceof $root.google.cloud.aiplatform.v1beta1.RuntimeArtifact)
+                                return object;
+                            var message = new $root.google.cloud.aiplatform.v1beta1.RuntimeArtifact();
+                            if (object.name != null)
+                                message.name = String(object.name);
+                            if (object.type != null) {
+                                if (typeof object.type !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.RuntimeArtifact.type: object expected");
+                                message.type = $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.fromObject(object.type);
+                            }
+                            if (object.uri != null)
+                                message.uri = String(object.uri);
+                            if (object.properties) {
+                                if (typeof object.properties !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.RuntimeArtifact.properties: object expected");
+                                message.properties = {};
+                                for (var keys = Object.keys(object.properties), i = 0; i < keys.length; ++i) {
+                                    if (typeof object.properties[keys[i]] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.RuntimeArtifact.properties: object expected");
+                                    message.properties[keys[i]] = $root.google.cloud.aiplatform.v1beta1.Value.fromObject(object.properties[keys[i]]);
+                                }
+                            }
+                            if (object.customProperties) {
+                                if (typeof object.customProperties !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.RuntimeArtifact.customProperties: object expected");
+                                message.customProperties = {};
+                                for (var keys = Object.keys(object.customProperties), i = 0; i < keys.length; ++i) {
+                                    if (typeof object.customProperties[keys[i]] !== "object")
+                                        throw TypeError(".google.cloud.aiplatform.v1beta1.RuntimeArtifact.customProperties: object expected");
+                                    message.customProperties[keys[i]] = $root.google.cloud.aiplatform.v1beta1.Value.fromObject(object.customProperties[keys[i]]);
+                                }
+                            }
+                            if (object.metadata != null) {
+                                if (typeof object.metadata !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.RuntimeArtifact.metadata: object expected");
+                                message.metadata = $root.google.protobuf.Struct.fromObject(object.metadata);
+                            }
+                            return message;
+                        };
+    
+                        /**
+                         * Creates a plain object from a RuntimeArtifact message. Also converts values to other types if specified.
+                         * @function toObject
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {google.cloud.aiplatform.v1beta1.RuntimeArtifact} message RuntimeArtifact
+                         * @param {$protobuf.IConversionOptions} [options] Conversion options
+                         * @returns {Object.<string,*>} Plain object
+                         */
+                        RuntimeArtifact.toObject = function toObject(message, options) {
+                            if (!options)
+                                options = {};
+                            var object = {};
+                            if (options.objects || options.defaults) {
+                                object.properties = {};
+                                object.customProperties = {};
+                            }
+                            if (options.defaults) {
+                                object.name = "";
+                                object.type = null;
+                                object.uri = "";
+                                object.metadata = null;
+                            }
+                            if (message.name != null && message.hasOwnProperty("name"))
+                                object.name = message.name;
+                            if (message.type != null && message.hasOwnProperty("type"))
+                                object.type = $root.google.cloud.aiplatform.v1beta1.ArtifactTypeSchema.toObject(message.type, options);
+                            if (message.uri != null && message.hasOwnProperty("uri"))
+                                object.uri = message.uri;
+                            var keys2;
+                            if (message.properties && (keys2 = Object.keys(message.properties)).length) {
+                                object.properties = {};
+                                for (var j = 0; j < keys2.length; ++j)
+                                    object.properties[keys2[j]] = $root.google.cloud.aiplatform.v1beta1.Value.toObject(message.properties[keys2[j]], options);
+                            }
+                            if (message.customProperties && (keys2 = Object.keys(message.customProperties)).length) {
+                                object.customProperties = {};
+                                for (var j = 0; j < keys2.length; ++j)
+                                    object.customProperties[keys2[j]] = $root.google.cloud.aiplatform.v1beta1.Value.toObject(message.customProperties[keys2[j]], options);
+                            }
+                            if (message.metadata != null && message.hasOwnProperty("metadata"))
+                                object.metadata = $root.google.protobuf.Struct.toObject(message.metadata, options);
+                            return object;
+                        };
+    
+                        /**
+                         * Converts this RuntimeArtifact to JSON.
+                         * @function toJSON
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @instance
+                         * @returns {Object.<string,*>} JSON object
+                         */
+                        RuntimeArtifact.prototype.toJSON = function toJSON() {
+                            return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                        };
+    
+                        /**
+                         * Gets the default type url for RuntimeArtifact
+                         * @function getTypeUrl
+                         * @memberof google.cloud.aiplatform.v1beta1.RuntimeArtifact
+                         * @static
+                         * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                         * @returns {string} The default type url
+                         */
+                        RuntimeArtifact.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                            if (typeUrlPrefix === undefined) {
+                                typeUrlPrefix = "type.googleapis.com";
+                            }
+                            return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.RuntimeArtifact";
+                        };
+    
+                        return RuntimeArtifact;
+                    })();
+    
                     v1beta1.Value = (function() {
     
                         /**
@@ -569838,6 +574539,7 @@
                          * @property {Array.<google.cloud.aiplatform.v1beta1.IContent>|null} [contents] CountTokensRequest contents
                          * @property {google.cloud.aiplatform.v1beta1.IContent|null} [systemInstruction] CountTokensRequest systemInstruction
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ITool>|null} [tools] CountTokensRequest tools
+                         * @property {google.cloud.aiplatform.v1beta1.IGenerationConfig|null} [generationConfig] CountTokensRequest generationConfig
                          */
     
                         /**
@@ -569906,6 +574608,14 @@
                          */
                         CountTokensRequest.prototype.tools = $util.emptyArray;
     
+                        /**
+                         * CountTokensRequest generationConfig.
+                         * @member {google.cloud.aiplatform.v1beta1.IGenerationConfig|null|undefined} generationConfig
+                         * @memberof google.cloud.aiplatform.v1beta1.CountTokensRequest
+                         * @instance
+                         */
+                        CountTokensRequest.prototype.generationConfig = null;
+    
                         // OneOf field names bound to virtual getters and setters
                         var $oneOfFields;
     
@@ -569920,6 +574630,17 @@
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
+                        /**
+                         * CountTokensRequest _generationConfig.
+                         * @member {"generationConfig"|undefined} _generationConfig
+                         * @memberof google.cloud.aiplatform.v1beta1.CountTokensRequest
+                         * @instance
+                         */
+                        Object.defineProperty(CountTokensRequest.prototype, "_generationConfig", {
+                            get: $util.oneOfGetter($oneOfFields = ["generationConfig"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
                         /**
                          * Creates a new CountTokensRequest instance using the specified properties.
                          * @function create
@@ -569959,6 +574680,8 @@
                             if (message.tools != null && message.tools.length)
                                 for (var i = 0; i < message.tools.length; ++i)
                                     $root.google.cloud.aiplatform.v1beta1.Tool.encode(message.tools[i], writer.uint32(/* id 6, wireType 2 =*/50).fork()).ldelim();
+                            if (message.generationConfig != null && Object.hasOwnProperty.call(message, "generationConfig"))
+                                $root.google.cloud.aiplatform.v1beta1.GenerationConfig.encode(message.generationConfig, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
                             return writer;
                         };
     
@@ -570023,6 +574746,10 @@
                                         message.tools.push($root.google.cloud.aiplatform.v1beta1.Tool.decode(reader, reader.uint32()));
                                         break;
                                     }
+                                case 7: {
+                                        message.generationConfig = $root.google.cloud.aiplatform.v1beta1.GenerationConfig.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 default:
                                     reader.skipType(tag & 7);
                                     break;
@@ -570100,6 +574827,14 @@
                                         return "tools." + error;
                                 }
                             }
+                            if (message.generationConfig != null && message.hasOwnProperty("generationConfig")) {
+                                properties._generationConfig = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.GenerationConfig.verify(message.generationConfig);
+                                    if (error)
+                                        return "generationConfig." + error;
+                                }
+                            }
                             return null;
                         };
     
@@ -570154,6 +574889,11 @@
                                     message.tools[i] = $root.google.cloud.aiplatform.v1beta1.Tool.fromObject(object.tools[i]);
                                 }
                             }
+                            if (object.generationConfig != null) {
+                                if (typeof object.generationConfig !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.CountTokensRequest.generationConfig: object expected");
+                                message.generationConfig = $root.google.cloud.aiplatform.v1beta1.GenerationConfig.fromObject(object.generationConfig);
+                            }
                             return message;
                         };
     
@@ -570203,6 +574943,11 @@
                                 for (var j = 0; j < message.tools.length; ++j)
                                     object.tools[j] = $root.google.cloud.aiplatform.v1beta1.Tool.toObject(message.tools[j], options);
                             }
+                            if (message.generationConfig != null && message.hasOwnProperty("generationConfig")) {
+                                object.generationConfig = $root.google.cloud.aiplatform.v1beta1.GenerationConfig.toObject(message.generationConfig, options);
+                                if (options.oneofs)
+                                    object._generationConfig = "generationConfig";
+                            }
                             return object;
                         };
     
@@ -570474,6 +575219,7 @@
                          * @property {string|null} [cachedContent] GenerateContentRequest cachedContent
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ITool>|null} [tools] GenerateContentRequest tools
                          * @property {google.cloud.aiplatform.v1beta1.IToolConfig|null} [toolConfig] GenerateContentRequest toolConfig
+                         * @property {Object.<string,string>|null} [labels] GenerateContentRequest labels
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ISafetySetting>|null} [safetySettings] GenerateContentRequest safetySettings
                          * @property {google.cloud.aiplatform.v1beta1.IGenerationConfig|null} [generationConfig] GenerateContentRequest generationConfig
                          */
@@ -570489,6 +575235,7 @@
                         function GenerateContentRequest(properties) {
                             this.contents = [];
                             this.tools = [];
+                            this.labels = {};
                             this.safetySettings = [];
                             if (properties)
                                 for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
@@ -570544,6 +575291,14 @@
                          */
                         GenerateContentRequest.prototype.toolConfig = null;
     
+                        /**
+                         * GenerateContentRequest labels.
+                         * @member {Object.<string,string>} labels
+                         * @memberof google.cloud.aiplatform.v1beta1.GenerateContentRequest
+                         * @instance
+                         */
+                        GenerateContentRequest.prototype.labels = $util.emptyObject;
+    
                         /**
                          * GenerateContentRequest safetySettings.
                          * @member {Array.<google.cloud.aiplatform.v1beta1.ISafetySetting>} safetySettings
@@ -570617,6 +575372,9 @@
                                 $root.google.cloud.aiplatform.v1beta1.Content.encode(message.systemInstruction, writer.uint32(/* id 8, wireType 2 =*/66).fork()).ldelim();
                             if (message.cachedContent != null && Object.hasOwnProperty.call(message, "cachedContent"))
                                 writer.uint32(/* id 9, wireType 2 =*/74).string(message.cachedContent);
+                            if (message.labels != null && Object.hasOwnProperty.call(message, "labels"))
+                                for (var keys = Object.keys(message.labels), i = 0; i < keys.length; ++i)
+                                    writer.uint32(/* id 10, wireType 2 =*/82).fork().uint32(/* id 1, wireType 2 =*/10).string(keys[i]).uint32(/* id 2, wireType 2 =*/18).string(message.labels[keys[i]]).ldelim();
                             return writer;
                         };
     
@@ -570647,7 +575405,7 @@
                         GenerateContentRequest.decode = function decode(reader, length) {
                             if (!(reader instanceof $Reader))
                                 reader = $Reader.create(reader);
-                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.GenerateContentRequest();
+                            var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.GenerateContentRequest(), key, value;
                             while (reader.pos < end) {
                                 var tag = reader.uint32();
                                 switch (tag >>> 3) {
@@ -570679,6 +575437,29 @@
                                         message.toolConfig = $root.google.cloud.aiplatform.v1beta1.ToolConfig.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 10: {
+                                        if (message.labels === $util.emptyObject)
+                                            message.labels = {};
+                                        var end2 = reader.uint32() + reader.pos;
+                                        key = "";
+                                        value = "";
+                                        while (reader.pos < end2) {
+                                            var tag2 = reader.uint32();
+                                            switch (tag2 >>> 3) {
+                                            case 1:
+                                                key = reader.string();
+                                                break;
+                                            case 2:
+                                                value = reader.string();
+                                                break;
+                                            default:
+                                                reader.skipType(tag2 & 7);
+                                                break;
+                                            }
+                                        }
+                                        message.labels[key] = value;
+                                        break;
+                                    }
                                 case 3: {
                                         if (!(message.safetySettings && message.safetySettings.length))
                                             message.safetySettings = [];
@@ -570762,6 +575543,14 @@
                                 if (error)
                                     return "toolConfig." + error;
                             }
+                            if (message.labels != null && message.hasOwnProperty("labels")) {
+                                if (!$util.isObject(message.labels))
+                                    return "labels: object expected";
+                                var key = Object.keys(message.labels);
+                                for (var i = 0; i < key.length; ++i)
+                                    if (!$util.isString(message.labels[key[i]]))
+                                        return "labels: string{k:string} expected";
+                            }
                             if (message.safetySettings != null && message.hasOwnProperty("safetySettings")) {
                                 if (!Array.isArray(message.safetySettings))
                                     return "safetySettings: array expected";
@@ -570825,6 +575614,13 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.GenerateContentRequest.toolConfig: object expected");
                                 message.toolConfig = $root.google.cloud.aiplatform.v1beta1.ToolConfig.fromObject(object.toolConfig);
                             }
+                            if (object.labels) {
+                                if (typeof object.labels !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.GenerateContentRequest.labels: object expected");
+                                message.labels = {};
+                                for (var keys = Object.keys(object.labels), i = 0; i < keys.length; ++i)
+                                    message.labels[keys[i]] = String(object.labels[keys[i]]);
+                            }
                             if (object.safetySettings) {
                                 if (!Array.isArray(object.safetySettings))
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.GenerateContentRequest.safetySettings: array expected");
@@ -570861,6 +575657,8 @@
                                 object.safetySettings = [];
                                 object.tools = [];
                             }
+                            if (options.objects || options.defaults)
+                                object.labels = {};
                             if (options.defaults) {
                                 object.generationConfig = null;
                                 object.model = "";
@@ -570895,6 +575693,12 @@
                             }
                             if (message.cachedContent != null && message.hasOwnProperty("cachedContent"))
                                 object.cachedContent = message.cachedContent;
+                            var keys2;
+                            if (message.labels && (keys2 = Object.keys(message.labels)).length) {
+                                object.labels = {};
+                                for (var j = 0; j < keys2.length; ++j)
+                                    object.labels[keys2[j]] = message.labels[keys2[j]];
+                            }
                             return object;
                         };
     
@@ -570934,6 +575738,7 @@
                          * @memberof google.cloud.aiplatform.v1beta1
                          * @interface IGenerateContentResponse
                          * @property {Array.<google.cloud.aiplatform.v1beta1.ICandidate>|null} [candidates] GenerateContentResponse candidates
+                         * @property {string|null} [modelVersion] GenerateContentResponse modelVersion
                          * @property {google.cloud.aiplatform.v1beta1.GenerateContentResponse.IPromptFeedback|null} [promptFeedback] GenerateContentResponse promptFeedback
                          * @property {google.cloud.aiplatform.v1beta1.GenerateContentResponse.IUsageMetadata|null} [usageMetadata] GenerateContentResponse usageMetadata
                          */
@@ -570962,6 +575767,14 @@
                          */
                         GenerateContentResponse.prototype.candidates = $util.emptyArray;
     
+                        /**
+                         * GenerateContentResponse modelVersion.
+                         * @member {string} modelVersion
+                         * @memberof google.cloud.aiplatform.v1beta1.GenerateContentResponse
+                         * @instance
+                         */
+                        GenerateContentResponse.prototype.modelVersion = "";
+    
                         /**
                          * GenerateContentResponse promptFeedback.
                          * @member {google.cloud.aiplatform.v1beta1.GenerateContentResponse.IPromptFeedback|null|undefined} promptFeedback
@@ -571009,6 +575822,8 @@
                                 $root.google.cloud.aiplatform.v1beta1.GenerateContentResponse.PromptFeedback.encode(message.promptFeedback, writer.uint32(/* id 3, wireType 2 =*/26).fork()).ldelim();
                             if (message.usageMetadata != null && Object.hasOwnProperty.call(message, "usageMetadata"))
                                 $root.google.cloud.aiplatform.v1beta1.GenerateContentResponse.UsageMetadata.encode(message.usageMetadata, writer.uint32(/* id 4, wireType 2 =*/34).fork()).ldelim();
+                            if (message.modelVersion != null && Object.hasOwnProperty.call(message, "modelVersion"))
+                                writer.uint32(/* id 11, wireType 2 =*/90).string(message.modelVersion);
                             return writer;
                         };
     
@@ -571049,6 +575864,10 @@
                                         message.candidates.push($root.google.cloud.aiplatform.v1beta1.Candidate.decode(reader, reader.uint32()));
                                         break;
                                     }
+                                case 11: {
+                                        message.modelVersion = reader.string();
+                                        break;
+                                    }
                                 case 3: {
                                         message.promptFeedback = $root.google.cloud.aiplatform.v1beta1.GenerateContentResponse.PromptFeedback.decode(reader, reader.uint32());
                                         break;
@@ -571101,6 +575920,9 @@
                                         return "candidates." + error;
                                 }
                             }
+                            if (message.modelVersion != null && message.hasOwnProperty("modelVersion"))
+                                if (!$util.isString(message.modelVersion))
+                                    return "modelVersion: string expected";
                             if (message.promptFeedback != null && message.hasOwnProperty("promptFeedback")) {
                                 var error = $root.google.cloud.aiplatform.v1beta1.GenerateContentResponse.PromptFeedback.verify(message.promptFeedback);
                                 if (error)
@@ -571136,6 +575958,8 @@
                                     message.candidates[i] = $root.google.cloud.aiplatform.v1beta1.Candidate.fromObject(object.candidates[i]);
                                 }
                             }
+                            if (object.modelVersion != null)
+                                message.modelVersion = String(object.modelVersion);
                             if (object.promptFeedback != null) {
                                 if (typeof object.promptFeedback !== "object")
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.GenerateContentResponse.promptFeedback: object expected");
@@ -571167,6 +575991,7 @@
                             if (options.defaults) {
                                 object.promptFeedback = null;
                                 object.usageMetadata = null;
+                                object.modelVersion = "";
                             }
                             if (message.candidates && message.candidates.length) {
                                 object.candidates = [];
@@ -571177,6 +576002,8 @@
                                 object.promptFeedback = $root.google.cloud.aiplatform.v1beta1.GenerateContentResponse.PromptFeedback.toObject(message.promptFeedback, options);
                             if (message.usageMetadata != null && message.hasOwnProperty("usageMetadata"))
                                 object.usageMetadata = $root.google.cloud.aiplatform.v1beta1.GenerateContentResponse.UsageMetadata.toObject(message.usageMetadata, options);
+                            if (message.modelVersion != null && message.hasOwnProperty("modelVersion"))
+                                object.modelVersion = message.modelVersion;
                             return object;
                         };
     
@@ -625200,7 +630027,9 @@
                          * @interface IRagVectorDbConfig
                          * @property {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IRagManagedDb|null} [ragManagedDb] RagVectorDbConfig ragManagedDb
                          * @property {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IWeaviate|null} [weaviate] RagVectorDbConfig weaviate
+                         * @property {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone|null} [pinecone] RagVectorDbConfig pinecone
                          * @property {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexFeatureStore|null} [vertexFeatureStore] RagVectorDbConfig vertexFeatureStore
+                         * @property {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch|null} [vertexVectorSearch] RagVectorDbConfig vertexVectorSearch
                          * @property {google.cloud.aiplatform.v1beta1.IApiAuth|null} [apiAuth] RagVectorDbConfig apiAuth
                          */
     
@@ -625235,6 +630064,14 @@
                          */
                         RagVectorDbConfig.prototype.weaviate = null;
     
+                        /**
+                         * RagVectorDbConfig pinecone.
+                         * @member {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone|null|undefined} pinecone
+                         * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig
+                         * @instance
+                         */
+                        RagVectorDbConfig.prototype.pinecone = null;
+    
                         /**
                          * RagVectorDbConfig vertexFeatureStore.
                          * @member {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexFeatureStore|null|undefined} vertexFeatureStore
@@ -625243,6 +630080,14 @@
                          */
                         RagVectorDbConfig.prototype.vertexFeatureStore = null;
     
+                        /**
+                         * RagVectorDbConfig vertexVectorSearch.
+                         * @member {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch|null|undefined} vertexVectorSearch
+                         * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig
+                         * @instance
+                         */
+                        RagVectorDbConfig.prototype.vertexVectorSearch = null;
+    
                         /**
                          * RagVectorDbConfig apiAuth.
                          * @member {google.cloud.aiplatform.v1beta1.IApiAuth|null|undefined} apiAuth
@@ -625256,12 +630101,12 @@
     
                         /**
                          * RagVectorDbConfig vectorDb.
-                         * @member {"ragManagedDb"|"weaviate"|"vertexFeatureStore"|undefined} vectorDb
+                         * @member {"ragManagedDb"|"weaviate"|"pinecone"|"vertexFeatureStore"|"vertexVectorSearch"|undefined} vectorDb
                          * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig
                          * @instance
                          */
                         Object.defineProperty(RagVectorDbConfig.prototype, "vectorDb", {
-                            get: $util.oneOfGetter($oneOfFields = ["ragManagedDb", "weaviate", "vertexFeatureStore"]),
+                            get: $util.oneOfGetter($oneOfFields = ["ragManagedDb", "weaviate", "pinecone", "vertexFeatureStore", "vertexVectorSearch"]),
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
@@ -625293,10 +630138,14 @@
                                 $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.RagManagedDb.encode(message.ragManagedDb, writer.uint32(/* id 1, wireType 2 =*/10).fork()).ldelim();
                             if (message.weaviate != null && Object.hasOwnProperty.call(message, "weaviate"))
                                 $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Weaviate.encode(message.weaviate, writer.uint32(/* id 2, wireType 2 =*/18).fork()).ldelim();
+                            if (message.pinecone != null && Object.hasOwnProperty.call(message, "pinecone"))
+                                $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.encode(message.pinecone, writer.uint32(/* id 3, wireType 2 =*/26).fork()).ldelim();
                             if (message.vertexFeatureStore != null && Object.hasOwnProperty.call(message, "vertexFeatureStore"))
                                 $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexFeatureStore.encode(message.vertexFeatureStore, writer.uint32(/* id 4, wireType 2 =*/34).fork()).ldelim();
                             if (message.apiAuth != null && Object.hasOwnProperty.call(message, "apiAuth"))
                                 $root.google.cloud.aiplatform.v1beta1.ApiAuth.encode(message.apiAuth, writer.uint32(/* id 5, wireType 2 =*/42).fork()).ldelim();
+                            if (message.vertexVectorSearch != null && Object.hasOwnProperty.call(message, "vertexVectorSearch"))
+                                $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.encode(message.vertexVectorSearch, writer.uint32(/* id 6, wireType 2 =*/50).fork()).ldelim();
                             return writer;
                         };
     
@@ -625339,10 +630188,18 @@
                                         message.weaviate = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Weaviate.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 3: {
+                                        message.pinecone = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 4: {
                                         message.vertexFeatureStore = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexFeatureStore.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 6: {
+                                        message.vertexVectorSearch = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 5: {
                                         message.apiAuth = $root.google.cloud.aiplatform.v1beta1.ApiAuth.decode(reader, reader.uint32());
                                         break;
@@ -625401,6 +630258,16 @@
                                         return "weaviate." + error;
                                 }
                             }
+                            if (message.pinecone != null && message.hasOwnProperty("pinecone")) {
+                                if (properties.vectorDb === 1)
+                                    return "vectorDb: multiple values";
+                                properties.vectorDb = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.verify(message.pinecone);
+                                    if (error)
+                                        return "pinecone." + error;
+                                }
+                            }
                             if (message.vertexFeatureStore != null && message.hasOwnProperty("vertexFeatureStore")) {
                                 if (properties.vectorDb === 1)
                                     return "vectorDb: multiple values";
@@ -625411,6 +630278,16 @@
                                         return "vertexFeatureStore." + error;
                                 }
                             }
+                            if (message.vertexVectorSearch != null && message.hasOwnProperty("vertexVectorSearch")) {
+                                if (properties.vectorDb === 1)
+                                    return "vectorDb: multiple values";
+                                properties.vectorDb = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.verify(message.vertexVectorSearch);
+                                    if (error)
+                                        return "vertexVectorSearch." + error;
+                                }
+                            }
                             if (message.apiAuth != null && message.hasOwnProperty("apiAuth")) {
                                 var error = $root.google.cloud.aiplatform.v1beta1.ApiAuth.verify(message.apiAuth);
                                 if (error)
@@ -625441,11 +630318,21 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.RagVectorDbConfig.weaviate: object expected");
                                 message.weaviate = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Weaviate.fromObject(object.weaviate);
                             }
+                            if (object.pinecone != null) {
+                                if (typeof object.pinecone !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.RagVectorDbConfig.pinecone: object expected");
+                                message.pinecone = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.fromObject(object.pinecone);
+                            }
                             if (object.vertexFeatureStore != null) {
                                 if (typeof object.vertexFeatureStore !== "object")
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.RagVectorDbConfig.vertexFeatureStore: object expected");
                                 message.vertexFeatureStore = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexFeatureStore.fromObject(object.vertexFeatureStore);
                             }
+                            if (object.vertexVectorSearch != null) {
+                                if (typeof object.vertexVectorSearch !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.RagVectorDbConfig.vertexVectorSearch: object expected");
+                                message.vertexVectorSearch = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.fromObject(object.vertexVectorSearch);
+                            }
                             if (object.apiAuth != null) {
                                 if (typeof object.apiAuth !== "object")
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.RagVectorDbConfig.apiAuth: object expected");
@@ -625479,6 +630366,11 @@
                                 if (options.oneofs)
                                     object.vectorDb = "weaviate";
                             }
+                            if (message.pinecone != null && message.hasOwnProperty("pinecone")) {
+                                object.pinecone = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.toObject(message.pinecone, options);
+                                if (options.oneofs)
+                                    object.vectorDb = "pinecone";
+                            }
                             if (message.vertexFeatureStore != null && message.hasOwnProperty("vertexFeatureStore")) {
                                 object.vertexFeatureStore = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexFeatureStore.toObject(message.vertexFeatureStore, options);
                                 if (options.oneofs)
@@ -625486,6 +630378,11 @@
                             }
                             if (message.apiAuth != null && message.hasOwnProperty("apiAuth"))
                                 object.apiAuth = $root.google.cloud.aiplatform.v1beta1.ApiAuth.toObject(message.apiAuth, options);
+                            if (message.vertexVectorSearch != null && message.hasOwnProperty("vertexVectorSearch")) {
+                                object.vertexVectorSearch = $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.toObject(message.vertexVectorSearch, options);
+                                if (options.oneofs)
+                                    object.vectorDb = "vertexVectorSearch";
+                            }
                             return object;
                         };
     
@@ -625917,6 +630814,209 @@
                             return Weaviate;
                         })();
     
+                        RagVectorDbConfig.Pinecone = (function() {
+    
+                            /**
+                             * Properties of a Pinecone.
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig
+                             * @interface IPinecone
+                             * @property {string|null} [indexName] Pinecone indexName
+                             */
+    
+                            /**
+                             * Constructs a new Pinecone.
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig
+                             * @classdesc Represents a Pinecone.
+                             * @implements IPinecone
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone=} [properties] Properties to set
+                             */
+                            function Pinecone(properties) {
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * Pinecone indexName.
+                             * @member {string} indexName
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @instance
+                             */
+                            Pinecone.prototype.indexName = "";
+    
+                            /**
+                             * Creates a new Pinecone instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone} Pinecone instance
+                             */
+                            Pinecone.create = function create(properties) {
+                                return new Pinecone(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified Pinecone message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone} message Pinecone message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Pinecone.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.indexName != null && Object.hasOwnProperty.call(message, "indexName"))
+                                    writer.uint32(/* id 1, wireType 2 =*/10).string(message.indexName);
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified Pinecone message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IPinecone} message Pinecone message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            Pinecone.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a Pinecone message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone} Pinecone
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Pinecone.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            message.indexName = reader.string();
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a Pinecone message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone} Pinecone
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            Pinecone.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a Pinecone message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            Pinecone.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.indexName != null && message.hasOwnProperty("indexName"))
+                                    if (!$util.isString(message.indexName))
+                                        return "indexName: string expected";
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a Pinecone message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone} Pinecone
+                             */
+                            Pinecone.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone();
+                                if (object.indexName != null)
+                                    message.indexName = String(object.indexName);
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a Pinecone message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone} message Pinecone
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            Pinecone.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.defaults)
+                                    object.indexName = "";
+                                if (message.indexName != null && message.hasOwnProperty("indexName"))
+                                    object.indexName = message.indexName;
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this Pinecone to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            Pinecone.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for Pinecone
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            Pinecone.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.RagVectorDbConfig.Pinecone";
+                            };
+    
+                            return Pinecone;
+                        })();
+    
                         RagVectorDbConfig.VertexFeatureStore = (function() {
     
                             /**
@@ -626120,6 +631220,233 @@
                             return VertexFeatureStore;
                         })();
     
+                        RagVectorDbConfig.VertexVectorSearch = (function() {
+    
+                            /**
+                             * Properties of a VertexVectorSearch.
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig
+                             * @interface IVertexVectorSearch
+                             * @property {string|null} [indexEndpoint] VertexVectorSearch indexEndpoint
+                             * @property {string|null} [index] VertexVectorSearch index
+                             */
+    
+                            /**
+                             * Constructs a new VertexVectorSearch.
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig
+                             * @classdesc Represents a VertexVectorSearch.
+                             * @implements IVertexVectorSearch
+                             * @constructor
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch=} [properties] Properties to set
+                             */
+                            function VertexVectorSearch(properties) {
+                                if (properties)
+                                    for (var keys = Object.keys(properties), i = 0; i < keys.length; ++i)
+                                        if (properties[keys[i]] != null)
+                                            this[keys[i]] = properties[keys[i]];
+                            }
+    
+                            /**
+                             * VertexVectorSearch indexEndpoint.
+                             * @member {string} indexEndpoint
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @instance
+                             */
+                            VertexVectorSearch.prototype.indexEndpoint = "";
+    
+                            /**
+                             * VertexVectorSearch index.
+                             * @member {string} index
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @instance
+                             */
+                            VertexVectorSearch.prototype.index = "";
+    
+                            /**
+                             * Creates a new VertexVectorSearch instance using the specified properties.
+                             * @function create
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch=} [properties] Properties to set
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch} VertexVectorSearch instance
+                             */
+                            VertexVectorSearch.create = function create(properties) {
+                                return new VertexVectorSearch(properties);
+                            };
+    
+                            /**
+                             * Encodes the specified VertexVectorSearch message. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.verify|verify} messages.
+                             * @function encode
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch} message VertexVectorSearch message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            VertexVectorSearch.encode = function encode(message, writer) {
+                                if (!writer)
+                                    writer = $Writer.create();
+                                if (message.indexEndpoint != null && Object.hasOwnProperty.call(message, "indexEndpoint"))
+                                    writer.uint32(/* id 1, wireType 2 =*/10).string(message.indexEndpoint);
+                                if (message.index != null && Object.hasOwnProperty.call(message, "index"))
+                                    writer.uint32(/* id 2, wireType 2 =*/18).string(message.index);
+                                return writer;
+                            };
+    
+                            /**
+                             * Encodes the specified VertexVectorSearch message, length delimited. Does not implicitly {@link google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch.verify|verify} messages.
+                             * @function encodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.IVertexVectorSearch} message VertexVectorSearch message or plain object to encode
+                             * @param {$protobuf.Writer} [writer] Writer to encode to
+                             * @returns {$protobuf.Writer} Writer
+                             */
+                            VertexVectorSearch.encodeDelimited = function encodeDelimited(message, writer) {
+                                return this.encode(message, writer).ldelim();
+                            };
+    
+                            /**
+                             * Decodes a VertexVectorSearch message from the specified reader or buffer.
+                             * @function decode
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @param {number} [length] Message length if known beforehand
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch} VertexVectorSearch
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            VertexVectorSearch.decode = function decode(reader, length) {
+                                if (!(reader instanceof $Reader))
+                                    reader = $Reader.create(reader);
+                                var end = length === undefined ? reader.len : reader.pos + length, message = new $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch();
+                                while (reader.pos < end) {
+                                    var tag = reader.uint32();
+                                    switch (tag >>> 3) {
+                                    case 1: {
+                                            message.indexEndpoint = reader.string();
+                                            break;
+                                        }
+                                    case 2: {
+                                            message.index = reader.string();
+                                            break;
+                                        }
+                                    default:
+                                        reader.skipType(tag & 7);
+                                        break;
+                                    }
+                                }
+                                return message;
+                            };
+    
+                            /**
+                             * Decodes a VertexVectorSearch message from the specified reader or buffer, length delimited.
+                             * @function decodeDelimited
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {$protobuf.Reader|Uint8Array} reader Reader or buffer to decode from
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch} VertexVectorSearch
+                             * @throws {Error} If the payload is not a reader or valid buffer
+                             * @throws {$protobuf.util.ProtocolError} If required fields are missing
+                             */
+                            VertexVectorSearch.decodeDelimited = function decodeDelimited(reader) {
+                                if (!(reader instanceof $Reader))
+                                    reader = new $Reader(reader);
+                                return this.decode(reader, reader.uint32());
+                            };
+    
+                            /**
+                             * Verifies a VertexVectorSearch message.
+                             * @function verify
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {Object.<string,*>} message Plain object to verify
+                             * @returns {string|null} `null` if valid, otherwise the reason why it is not
+                             */
+                            VertexVectorSearch.verify = function verify(message) {
+                                if (typeof message !== "object" || message === null)
+                                    return "object expected";
+                                if (message.indexEndpoint != null && message.hasOwnProperty("indexEndpoint"))
+                                    if (!$util.isString(message.indexEndpoint))
+                                        return "indexEndpoint: string expected";
+                                if (message.index != null && message.hasOwnProperty("index"))
+                                    if (!$util.isString(message.index))
+                                        return "index: string expected";
+                                return null;
+                            };
+    
+                            /**
+                             * Creates a VertexVectorSearch message from a plain object. Also converts values to their respective internal types.
+                             * @function fromObject
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {Object.<string,*>} object Plain object
+                             * @returns {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch} VertexVectorSearch
+                             */
+                            VertexVectorSearch.fromObject = function fromObject(object) {
+                                if (object instanceof $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch)
+                                    return object;
+                                var message = new $root.google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch();
+                                if (object.indexEndpoint != null)
+                                    message.indexEndpoint = String(object.indexEndpoint);
+                                if (object.index != null)
+                                    message.index = String(object.index);
+                                return message;
+                            };
+    
+                            /**
+                             * Creates a plain object from a VertexVectorSearch message. Also converts values to other types if specified.
+                             * @function toObject
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch} message VertexVectorSearch
+                             * @param {$protobuf.IConversionOptions} [options] Conversion options
+                             * @returns {Object.<string,*>} Plain object
+                             */
+                            VertexVectorSearch.toObject = function toObject(message, options) {
+                                if (!options)
+                                    options = {};
+                                var object = {};
+                                if (options.defaults) {
+                                    object.indexEndpoint = "";
+                                    object.index = "";
+                                }
+                                if (message.indexEndpoint != null && message.hasOwnProperty("indexEndpoint"))
+                                    object.indexEndpoint = message.indexEndpoint;
+                                if (message.index != null && message.hasOwnProperty("index"))
+                                    object.index = message.index;
+                                return object;
+                            };
+    
+                            /**
+                             * Converts this VertexVectorSearch to JSON.
+                             * @function toJSON
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @instance
+                             * @returns {Object.<string,*>} JSON object
+                             */
+                            VertexVectorSearch.prototype.toJSON = function toJSON() {
+                                return this.constructor.toObject(this, $protobuf.util.toJSONOptions);
+                            };
+    
+                            /**
+                             * Gets the default type url for VertexVectorSearch
+                             * @function getTypeUrl
+                             * @memberof google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch
+                             * @static
+                             * @param {string} [typeUrlPrefix] your custom typeUrlPrefix(default "type.googleapis.com")
+                             * @returns {string} The default type url
+                             */
+                            VertexVectorSearch.getTypeUrl = function getTypeUrl(typeUrlPrefix) {
+                                if (typeUrlPrefix === undefined) {
+                                    typeUrlPrefix = "type.googleapis.com";
+                                }
+                                return typeUrlPrefix + "/google.cloud.aiplatform.v1beta1.RagVectorDbConfig.VertexVectorSearch";
+                            };
+    
+                            return VertexVectorSearch;
+                        })();
+    
                         return RagVectorDbConfig;
                     })();
     
@@ -627065,6 +632392,7 @@
                          * @property {google.cloud.aiplatform.v1beta1.IDirectUploadSource|null} [directUploadSource] RagFile directUploadSource
                          * @property {google.cloud.aiplatform.v1beta1.ISlackSource|null} [slackSource] RagFile slackSource
                          * @property {google.cloud.aiplatform.v1beta1.IJiraSource|null} [jiraSource] RagFile jiraSource
+                         * @property {google.cloud.aiplatform.v1beta1.ISharePointSources|null} [sharePointSources] RagFile sharePointSources
                          * @property {string|null} [name] RagFile name
                          * @property {string|null} [displayName] RagFile displayName
                          * @property {string|null} [description] RagFile description
@@ -627130,6 +632458,14 @@
                          */
                         RagFile.prototype.jiraSource = null;
     
+                        /**
+                         * RagFile sharePointSources.
+                         * @member {google.cloud.aiplatform.v1beta1.ISharePointSources|null|undefined} sharePointSources
+                         * @memberof google.cloud.aiplatform.v1beta1.RagFile
+                         * @instance
+                         */
+                        RagFile.prototype.sharePointSources = null;
+    
                         /**
                          * RagFile name.
                          * @member {string} name
@@ -627199,12 +632535,12 @@
     
                         /**
                          * RagFile ragFileSource.
-                         * @member {"gcsSource"|"googleDriveSource"|"directUploadSource"|"slackSource"|"jiraSource"|undefined} ragFileSource
+                         * @member {"gcsSource"|"googleDriveSource"|"directUploadSource"|"slackSource"|"jiraSource"|"sharePointSources"|undefined} ragFileSource
                          * @memberof google.cloud.aiplatform.v1beta1.RagFile
                          * @instance
                          */
                         Object.defineProperty(RagFile.prototype, "ragFileSource", {
-                            get: $util.oneOfGetter($oneOfFields = ["gcsSource", "googleDriveSource", "directUploadSource", "slackSource", "jiraSource"]),
+                            get: $util.oneOfGetter($oneOfFields = ["gcsSource", "googleDriveSource", "directUploadSource", "slackSource", "jiraSource", "sharePointSources"]),
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
@@ -627258,6 +632594,8 @@
                                 $root.google.cloud.aiplatform.v1beta1.JiraSource.encode(message.jiraSource, writer.uint32(/* id 12, wireType 2 =*/98).fork()).ldelim();
                             if (message.fileStatus != null && Object.hasOwnProperty.call(message, "fileStatus"))
                                 $root.google.cloud.aiplatform.v1beta1.FileStatus.encode(message.fileStatus, writer.uint32(/* id 13, wireType 2 =*/106).fork()).ldelim();
+                            if (message.sharePointSources != null && Object.hasOwnProperty.call(message, "sharePointSources"))
+                                $root.google.cloud.aiplatform.v1beta1.SharePointSources.encode(message.sharePointSources, writer.uint32(/* id 14, wireType 2 =*/114).fork()).ldelim();
                             return writer;
                         };
     
@@ -627312,6 +632650,10 @@
                                         message.jiraSource = $root.google.cloud.aiplatform.v1beta1.JiraSource.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 14: {
+                                        message.sharePointSources = $root.google.cloud.aiplatform.v1beta1.SharePointSources.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 1: {
                                         message.name = reader.string();
                                         break;
@@ -627428,6 +632770,16 @@
                                         return "jiraSource." + error;
                                 }
                             }
+                            if (message.sharePointSources != null && message.hasOwnProperty("sharePointSources")) {
+                                if (properties.ragFileSource === 1)
+                                    return "ragFileSource: multiple values";
+                                properties.ragFileSource = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.SharePointSources.verify(message.sharePointSources);
+                                    if (error)
+                                        return "sharePointSources." + error;
+                                }
+                            }
                             if (message.name != null && message.hasOwnProperty("name"))
                                 if (!$util.isString(message.name))
                                     return "name: string expected";
@@ -627504,6 +632856,11 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.RagFile.jiraSource: object expected");
                                 message.jiraSource = $root.google.cloud.aiplatform.v1beta1.JiraSource.fromObject(object.jiraSource);
                             }
+                            if (object.sharePointSources != null) {
+                                if (typeof object.sharePointSources !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.RagFile.sharePointSources: object expected");
+                                message.sharePointSources = $root.google.cloud.aiplatform.v1beta1.SharePointSources.fromObject(object.sharePointSources);
+                            }
                             if (object.name != null)
                                 message.name = String(object.name);
                             if (object.displayName != null)
@@ -627628,6 +632985,11 @@
                             }
                             if (message.fileStatus != null && message.hasOwnProperty("fileStatus"))
                                 object.fileStatus = $root.google.cloud.aiplatform.v1beta1.FileStatus.toObject(message.fileStatus, options);
+                            if (message.sharePointSources != null && message.hasOwnProperty("sharePointSources")) {
+                                object.sharePointSources = $root.google.cloud.aiplatform.v1beta1.SharePointSources.toObject(message.sharePointSources, options);
+                                if (options.oneofs)
+                                    object.ragFileSource = "sharePointSources";
+                            }
                             return object;
                         };
     
@@ -628324,6 +633686,9 @@
                          * @property {google.cloud.aiplatform.v1beta1.IGoogleDriveSource|null} [googleDriveSource] ImportRagFilesConfig googleDriveSource
                          * @property {google.cloud.aiplatform.v1beta1.ISlackSource|null} [slackSource] ImportRagFilesConfig slackSource
                          * @property {google.cloud.aiplatform.v1beta1.IJiraSource|null} [jiraSource] ImportRagFilesConfig jiraSource
+                         * @property {google.cloud.aiplatform.v1beta1.ISharePointSources|null} [sharePointSources] ImportRagFilesConfig sharePointSources
+                         * @property {google.cloud.aiplatform.v1beta1.IGcsDestination|null} [partialFailureGcsSink] ImportRagFilesConfig partialFailureGcsSink
+                         * @property {google.cloud.aiplatform.v1beta1.IBigQueryDestination|null} [partialFailureBigquerySink] ImportRagFilesConfig partialFailureBigquerySink
                          * @property {google.cloud.aiplatform.v1beta1.IRagFileChunkingConfig|null} [ragFileChunkingConfig] ImportRagFilesConfig ragFileChunkingConfig
                          * @property {google.cloud.aiplatform.v1beta1.IRagFileParsingConfig|null} [ragFileParsingConfig] ImportRagFilesConfig ragFileParsingConfig
                          * @property {number|null} [maxEmbeddingRequestsPerMin] ImportRagFilesConfig maxEmbeddingRequestsPerMin
@@ -628376,6 +633741,30 @@
                          */
                         ImportRagFilesConfig.prototype.jiraSource = null;
     
+                        /**
+                         * ImportRagFilesConfig sharePointSources.
+                         * @member {google.cloud.aiplatform.v1beta1.ISharePointSources|null|undefined} sharePointSources
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesConfig
+                         * @instance
+                         */
+                        ImportRagFilesConfig.prototype.sharePointSources = null;
+    
+                        /**
+                         * ImportRagFilesConfig partialFailureGcsSink.
+                         * @member {google.cloud.aiplatform.v1beta1.IGcsDestination|null|undefined} partialFailureGcsSink
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesConfig
+                         * @instance
+                         */
+                        ImportRagFilesConfig.prototype.partialFailureGcsSink = null;
+    
+                        /**
+                         * ImportRagFilesConfig partialFailureBigquerySink.
+                         * @member {google.cloud.aiplatform.v1beta1.IBigQueryDestination|null|undefined} partialFailureBigquerySink
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesConfig
+                         * @instance
+                         */
+                        ImportRagFilesConfig.prototype.partialFailureBigquerySink = null;
+    
                         /**
                          * ImportRagFilesConfig ragFileChunkingConfig.
                          * @member {google.cloud.aiplatform.v1beta1.IRagFileChunkingConfig|null|undefined} ragFileChunkingConfig
@@ -628405,12 +633794,23 @@
     
                         /**
                          * ImportRagFilesConfig importSource.
-                         * @member {"gcsSource"|"googleDriveSource"|"slackSource"|"jiraSource"|undefined} importSource
+                         * @member {"gcsSource"|"googleDriveSource"|"slackSource"|"jiraSource"|"sharePointSources"|undefined} importSource
                          * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesConfig
                          * @instance
                          */
                         Object.defineProperty(ImportRagFilesConfig.prototype, "importSource", {
-                            get: $util.oneOfGetter($oneOfFields = ["gcsSource", "googleDriveSource", "slackSource", "jiraSource"]),
+                            get: $util.oneOfGetter($oneOfFields = ["gcsSource", "googleDriveSource", "slackSource", "jiraSource", "sharePointSources"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
+                        /**
+                         * ImportRagFilesConfig partialFailureSink.
+                         * @member {"partialFailureGcsSink"|"partialFailureBigquerySink"|undefined} partialFailureSink
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesConfig
+                         * @instance
+                         */
+                        Object.defineProperty(ImportRagFilesConfig.prototype, "partialFailureSink", {
+                            get: $util.oneOfGetter($oneOfFields = ["partialFailureGcsSink", "partialFailureBigquerySink"]),
                             set: $util.oneOfSetter($oneOfFields)
                         });
     
@@ -628452,6 +633852,12 @@
                                 $root.google.cloud.aiplatform.v1beta1.JiraSource.encode(message.jiraSource, writer.uint32(/* id 7, wireType 2 =*/58).fork()).ldelim();
                             if (message.ragFileParsingConfig != null && Object.hasOwnProperty.call(message, "ragFileParsingConfig"))
                                 $root.google.cloud.aiplatform.v1beta1.RagFileParsingConfig.encode(message.ragFileParsingConfig, writer.uint32(/* id 8, wireType 2 =*/66).fork()).ldelim();
+                            if (message.partialFailureGcsSink != null && Object.hasOwnProperty.call(message, "partialFailureGcsSink"))
+                                $root.google.cloud.aiplatform.v1beta1.GcsDestination.encode(message.partialFailureGcsSink, writer.uint32(/* id 11, wireType 2 =*/90).fork()).ldelim();
+                            if (message.partialFailureBigquerySink != null && Object.hasOwnProperty.call(message, "partialFailureBigquerySink"))
+                                $root.google.cloud.aiplatform.v1beta1.BigQueryDestination.encode(message.partialFailureBigquerySink, writer.uint32(/* id 12, wireType 2 =*/98).fork()).ldelim();
+                            if (message.sharePointSources != null && Object.hasOwnProperty.call(message, "sharePointSources"))
+                                $root.google.cloud.aiplatform.v1beta1.SharePointSources.encode(message.sharePointSources, writer.uint32(/* id 13, wireType 2 =*/106).fork()).ldelim();
                             return writer;
                         };
     
@@ -628502,6 +633908,18 @@
                                         message.jiraSource = $root.google.cloud.aiplatform.v1beta1.JiraSource.decode(reader, reader.uint32());
                                         break;
                                     }
+                                case 13: {
+                                        message.sharePointSources = $root.google.cloud.aiplatform.v1beta1.SharePointSources.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 11: {
+                                        message.partialFailureGcsSink = $root.google.cloud.aiplatform.v1beta1.GcsDestination.decode(reader, reader.uint32());
+                                        break;
+                                    }
+                                case 12: {
+                                        message.partialFailureBigquerySink = $root.google.cloud.aiplatform.v1beta1.BigQueryDestination.decode(reader, reader.uint32());
+                                        break;
+                                    }
                                 case 4: {
                                         message.ragFileChunkingConfig = $root.google.cloud.aiplatform.v1beta1.RagFileChunkingConfig.decode(reader, reader.uint32());
                                         break;
@@ -628588,6 +634006,34 @@
                                         return "jiraSource." + error;
                                 }
                             }
+                            if (message.sharePointSources != null && message.hasOwnProperty("sharePointSources")) {
+                                if (properties.importSource === 1)
+                                    return "importSource: multiple values";
+                                properties.importSource = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.SharePointSources.verify(message.sharePointSources);
+                                    if (error)
+                                        return "sharePointSources." + error;
+                                }
+                            }
+                            if (message.partialFailureGcsSink != null && message.hasOwnProperty("partialFailureGcsSink")) {
+                                properties.partialFailureSink = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.GcsDestination.verify(message.partialFailureGcsSink);
+                                    if (error)
+                                        return "partialFailureGcsSink." + error;
+                                }
+                            }
+                            if (message.partialFailureBigquerySink != null && message.hasOwnProperty("partialFailureBigquerySink")) {
+                                if (properties.partialFailureSink === 1)
+                                    return "partialFailureSink: multiple values";
+                                properties.partialFailureSink = 1;
+                                {
+                                    var error = $root.google.cloud.aiplatform.v1beta1.BigQueryDestination.verify(message.partialFailureBigquerySink);
+                                    if (error)
+                                        return "partialFailureBigquerySink." + error;
+                                }
+                            }
                             if (message.ragFileChunkingConfig != null && message.hasOwnProperty("ragFileChunkingConfig")) {
                                 var error = $root.google.cloud.aiplatform.v1beta1.RagFileChunkingConfig.verify(message.ragFileChunkingConfig);
                                 if (error)
@@ -628636,6 +634082,21 @@
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.jiraSource: object expected");
                                 message.jiraSource = $root.google.cloud.aiplatform.v1beta1.JiraSource.fromObject(object.jiraSource);
                             }
+                            if (object.sharePointSources != null) {
+                                if (typeof object.sharePointSources !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.sharePointSources: object expected");
+                                message.sharePointSources = $root.google.cloud.aiplatform.v1beta1.SharePointSources.fromObject(object.sharePointSources);
+                            }
+                            if (object.partialFailureGcsSink != null) {
+                                if (typeof object.partialFailureGcsSink !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.partialFailureGcsSink: object expected");
+                                message.partialFailureGcsSink = $root.google.cloud.aiplatform.v1beta1.GcsDestination.fromObject(object.partialFailureGcsSink);
+                            }
+                            if (object.partialFailureBigquerySink != null) {
+                                if (typeof object.partialFailureBigquerySink !== "object")
+                                    throw TypeError(".google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.partialFailureBigquerySink: object expected");
+                                message.partialFailureBigquerySink = $root.google.cloud.aiplatform.v1beta1.BigQueryDestination.fromObject(object.partialFailureBigquerySink);
+                            }
                             if (object.ragFileChunkingConfig != null) {
                                 if (typeof object.ragFileChunkingConfig !== "object")
                                     throw TypeError(".google.cloud.aiplatform.v1beta1.ImportRagFilesConfig.ragFileChunkingConfig: object expected");
@@ -628695,6 +634156,21 @@
                             }
                             if (message.ragFileParsingConfig != null && message.hasOwnProperty("ragFileParsingConfig"))
                                 object.ragFileParsingConfig = $root.google.cloud.aiplatform.v1beta1.RagFileParsingConfig.toObject(message.ragFileParsingConfig, options);
+                            if (message.partialFailureGcsSink != null && message.hasOwnProperty("partialFailureGcsSink")) {
+                                object.partialFailureGcsSink = $root.google.cloud.aiplatform.v1beta1.GcsDestination.toObject(message.partialFailureGcsSink, options);
+                                if (options.oneofs)
+                                    object.partialFailureSink = "partialFailureGcsSink";
+                            }
+                            if (message.partialFailureBigquerySink != null && message.hasOwnProperty("partialFailureBigquerySink")) {
+                                object.partialFailureBigquerySink = $root.google.cloud.aiplatform.v1beta1.BigQueryDestination.toObject(message.partialFailureBigquerySink, options);
+                                if (options.oneofs)
+                                    object.partialFailureSink = "partialFailureBigquerySink";
+                            }
+                            if (message.sharePointSources != null && message.hasOwnProperty("sharePointSources")) {
+                                object.sharePointSources = $root.google.cloud.aiplatform.v1beta1.SharePointSources.toObject(message.sharePointSources, options);
+                                if (options.oneofs)
+                                    object.importSource = "sharePointSources";
+                            }
                             return object;
                         };
     
@@ -631012,6 +636488,8 @@
                          * Properties of an ImportRagFilesResponse.
                          * @memberof google.cloud.aiplatform.v1beta1
                          * @interface IImportRagFilesResponse
+                         * @property {string|null} [partialFailuresGcsPath] ImportRagFilesResponse partialFailuresGcsPath
+                         * @property {string|null} [partialFailuresBigqueryTable] ImportRagFilesResponse partialFailuresBigqueryTable
                          * @property {number|Long|null} [importedRagFilesCount] ImportRagFilesResponse importedRagFilesCount
                          * @property {number|Long|null} [failedRagFilesCount] ImportRagFilesResponse failedRagFilesCount
                          * @property {number|Long|null} [skippedRagFilesCount] ImportRagFilesResponse skippedRagFilesCount
@@ -631032,6 +636510,22 @@
                                         this[keys[i]] = properties[keys[i]];
                         }
     
+                        /**
+                         * ImportRagFilesResponse partialFailuresGcsPath.
+                         * @member {string|null|undefined} partialFailuresGcsPath
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesResponse
+                         * @instance
+                         */
+                        ImportRagFilesResponse.prototype.partialFailuresGcsPath = null;
+    
+                        /**
+                         * ImportRagFilesResponse partialFailuresBigqueryTable.
+                         * @member {string|null|undefined} partialFailuresBigqueryTable
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesResponse
+                         * @instance
+                         */
+                        ImportRagFilesResponse.prototype.partialFailuresBigqueryTable = null;
+    
                         /**
                          * ImportRagFilesResponse importedRagFilesCount.
                          * @member {number|Long} importedRagFilesCount
@@ -631056,6 +636550,20 @@
                          */
                         ImportRagFilesResponse.prototype.skippedRagFilesCount = $util.Long ? $util.Long.fromBits(0,0,false) : 0;
     
+                        // OneOf field names bound to virtual getters and setters
+                        var $oneOfFields;
+    
+                        /**
+                         * ImportRagFilesResponse partialFailureSink.
+                         * @member {"partialFailuresGcsPath"|"partialFailuresBigqueryTable"|undefined} partialFailureSink
+                         * @memberof google.cloud.aiplatform.v1beta1.ImportRagFilesResponse
+                         * @instance
+                         */
+                        Object.defineProperty(ImportRagFilesResponse.prototype, "partialFailureSink", {
+                            get: $util.oneOfGetter($oneOfFields = ["partialFailuresGcsPath", "partialFailuresBigqueryTable"]),
+                            set: $util.oneOfSetter($oneOfFields)
+                        });
+    
                         /**
                          * Creates a new ImportRagFilesResponse instance using the specified properties.
                          * @function create
@@ -631086,6 +636594,10 @@
                                 writer.uint32(/* id 2, wireType 0 =*/16).int64(message.failedRagFilesCount);
                             if (message.skippedRagFilesCount != null && Object.hasOwnProperty.call(message, "skippedRagFilesCount"))
                                 writer.uint32(/* id 3, wireType 0 =*/24).int64(message.skippedRagFilesCount);
+                            if (message.partialFailuresGcsPath != null && Object.hasOwnProperty.call(message, "partialFailuresGcsPath"))
+                                writer.uint32(/* id 4, wireType 2 =*/34).string(message.partialFailuresGcsPath);
+                            if (message.partialFailuresBigqueryTable != null && Object.hasOwnProperty.call(message, "partialFailuresBigqueryTable"))
+                                writer.uint32(/* id 5, wireType 2 =*/42).string(message.partialFailuresBigqueryTable);
                             return writer;
                         };
     
@@ -631120,6 +636632,14 @@
                             while (reader.pos < end) {
                                 var tag = reader.uint32();
                                 switch (tag >>> 3) {
+                                case 4: {
+                                        message.partialFailuresGcsPath = reader.string();
+                                        break;
+                                    }
+                                case 5: {
+                                        message.partialFailuresBigqueryTable = reader.string();
+                                        break;
+                                    }
                                 case 1: {
                                         message.importedRagFilesCount = reader.int64();
                                         break;
@@ -631167,6 +636687,19 @@
                         ImportRagFilesResponse.verify = function verify(message) {
                             if (typeof message !== "object" || message === null)
                                 return "object expected";
+                            var properties = {};
+                            if (message.partialFailuresGcsPath != null && message.hasOwnProperty("partialFailuresGcsPath")) {
+                                properties.partialFailureSink = 1;
+                                if (!$util.isString(message.partialFailuresGcsPath))
+                                    return "partialFailuresGcsPath: string expected";
+                            }
+                            if (message.partialFailuresBigqueryTable != null && message.hasOwnProperty("partialFailuresBigqueryTable")) {
+                                if (properties.partialFailureSink === 1)
+                                    return "partialFailureSink: multiple values";
+                                properties.partialFailureSink = 1;
+                                if (!$util.isString(message.partialFailuresBigqueryTable))
+                                    return "partialFailuresBigqueryTable: string expected";
+                            }
                             if (message.importedRagFilesCount != null && message.hasOwnProperty("importedRagFilesCount"))
                                 if (!$util.isInteger(message.importedRagFilesCount) && !(message.importedRagFilesCount && $util.isInteger(message.importedRagFilesCount.low) && $util.isInteger(message.importedRagFilesCount.high)))
                                     return "importedRagFilesCount: integer|Long expected";
@@ -631191,6 +636724,10 @@
                             if (object instanceof $root.google.cloud.aiplatform.v1beta1.ImportRagFilesResponse)
                                 return object;
                             var message = new $root.google.cloud.aiplatform.v1beta1.ImportRagFilesResponse();
+                            if (object.partialFailuresGcsPath != null)
+                                message.partialFailuresGcsPath = String(object.partialFailuresGcsPath);
+                            if (object.partialFailuresBigqueryTable != null)
+                                message.partialFailuresBigqueryTable = String(object.partialFailuresBigqueryTable);
                             if (object.importedRagFilesCount != null)
                                 if ($util.Long)
                                     (message.importedRagFilesCount = $util.Long.fromValue(object.importedRagFilesCount)).unsigned = false;
@@ -631266,6 +636803,16 @@
                                     object.skippedRagFilesCount = options.longs === String ? String(message.skippedRagFilesCount) : message.skippedRagFilesCount;
                                 else
                                     object.skippedRagFilesCount = options.longs === String ? $util.Long.prototype.toString.call(message.skippedRagFilesCount) : options.longs === Number ? new $util.LongBits(message.skippedRagFilesCount.low >>> 0, message.skippedRagFilesCount.high >>> 0).toNumber() : message.skippedRagFilesCount;
+                            if (message.partialFailuresGcsPath != null && message.hasOwnProperty("partialFailuresGcsPath")) {
+                                object.partialFailuresGcsPath = message.partialFailuresGcsPath;
+                                if (options.oneofs)
+                                    object.partialFailureSink = "partialFailuresGcsPath";
+                            }
+                            if (message.partialFailuresBigqueryTable != null && message.hasOwnProperty("partialFailuresBigqueryTable")) {
+                                object.partialFailuresBigqueryTable = message.partialFailuresBigqueryTable;
+                                if (options.oneofs)
+                                    object.partialFailureSink = "partialFailuresBigqueryTable";
+                            }
                             return object;
                         };
     
diff --git a/packages/google-cloud-aiplatform/protos/protos.json b/packages/google-cloud-aiplatform/protos/protos.json
index 4f5f0629d79..305be1f321f 100644
--- a/packages/google-cloud-aiplatform/protos/protos.json
+++ b/packages/google-cloud-aiplatform/protos/protos.json
@@ -2204,7 +2204,8 @@
                         "HARM_CATEGORY_HATE_SPEECH": 1,
                         "HARM_CATEGORY_DANGEROUS_CONTENT": 2,
                         "HARM_CATEGORY_HARASSMENT": 3,
-                        "HARM_CATEGORY_SEXUALLY_EXPLICIT": 4
+                        "HARM_CATEGORY_SEXUALLY_EXPLICIT": 4,
+                        "HARM_CATEGORY_CIVIC_INTEGRITY": 5
                       }
                     },
                     "Content": {
@@ -2369,6 +2370,16 @@
                             "maxOutputTokens"
                           ]
                         },
+                        "_responseLogprobs": {
+                          "oneof": [
+                            "responseLogprobs"
+                          ]
+                        },
+                        "_logprobs": {
+                          "oneof": [
+                            "logprobs"
+                          ]
+                        },
                         "_presencePenalty": {
                           "oneof": [
                             "presencePenalty"
@@ -2444,6 +2455,22 @@
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
                         },
+                        "responseLogprobs": {
+                          "type": "bool",
+                          "id": 18,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL",
+                            "proto3_optional": true
+                          }
+                        },
+                        "logprobs": {
+                          "type": "int32",
+                          "id": 7,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL",
+                            "proto3_optional": true
+                          }
+                        },
                         "presencePenalty": {
                           "type": "float",
                           "id": 8,
@@ -2594,7 +2621,8 @@
                             "BLOCK_LOW_AND_ABOVE": 1,
                             "BLOCK_MEDIUM_AND_ABOVE": 2,
                             "BLOCK_ONLY_HIGH": 3,
-                            "BLOCK_NONE": 4
+                            "BLOCK_NONE": 4,
+                            "OFF": 5
                           }
                         },
                         "HarmBlockMethod": {
@@ -2767,6 +2795,13 @@
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
                         },
+                        "logprobsResult": {
+                          "type": "LogprobsResult",
+                          "id": 10,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
                         "finishReason": {
                           "type": "FinishReason",
                           "id": 3,
@@ -2822,6 +2857,73 @@
                         }
                       }
                     },
+                    "LogprobsResult": {
+                      "fields": {
+                        "topCandidates": {
+                          "rule": "repeated",
+                          "type": "TopCandidates",
+                          "id": 1
+                        },
+                        "chosenCandidates": {
+                          "rule": "repeated",
+                          "type": "Candidate",
+                          "id": 2
+                        }
+                      },
+                      "nested": {
+                        "Candidate": {
+                          "oneofs": {
+                            "_token": {
+                              "oneof": [
+                                "token"
+                              ]
+                            },
+                            "_tokenId": {
+                              "oneof": [
+                                "tokenId"
+                              ]
+                            },
+                            "_logProbability": {
+                              "oneof": [
+                                "logProbability"
+                              ]
+                            }
+                          },
+                          "fields": {
+                            "token": {
+                              "type": "string",
+                              "id": 1,
+                              "options": {
+                                "proto3_optional": true
+                              }
+                            },
+                            "tokenId": {
+                              "type": "int32",
+                              "id": 3,
+                              "options": {
+                                "proto3_optional": true
+                              }
+                            },
+                            "logProbability": {
+                              "type": "float",
+                              "id": 2,
+                              "options": {
+                                "proto3_optional": true
+                              }
+                            }
+                          }
+                        },
+                        "TopCandidates": {
+                          "fields": {
+                            "candidates": {
+                              "rule": "repeated",
+                              "type": "Candidate",
+                              "id": 1
+                            }
+                          }
+                        }
+                      }
+                    },
                     "Segment": {
                       "fields": {
                         "partIndex": {
@@ -3114,6 +3216,14 @@
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
                         },
+                        "propertyOrdering": {
+                          "rule": "repeated",
+                          "type": "string",
+                          "id": 25,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        },
                         "required": {
                           "rule": "repeated",
                           "type": "string",
@@ -3177,6 +3287,14 @@
                           "options": {
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "anyOf": {
+                          "rule": "repeated",
+                          "type": "Schema",
+                          "id": 11,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
                         }
                       }
                     },
@@ -20117,6 +20235,11 @@
                           "oneof": [
                             "systemInstruction"
                           ]
+                        },
+                        "_generationConfig": {
+                          "oneof": [
+                            "generationConfig"
+                          ]
                         }
                       },
                       "fields": {
@@ -20166,6 +20289,14 @@
                           "options": {
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "generationConfig": {
+                          "type": "GenerationConfig",
+                          "id": 7,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL",
+                            "proto3_optional": true
+                          }
                         }
                       }
                     },
@@ -20228,6 +20359,14 @@
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
                         },
+                        "labels": {
+                          "keyType": "string",
+                          "type": "string",
+                          "id": 10,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        },
                         "safetySettings": {
                           "rule": "repeated",
                           "type": "SafetySetting",
@@ -20255,6 +20394,13 @@
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
                         },
+                        "modelVersion": {
+                          "type": "string",
+                          "id": 11,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
                         "promptFeedback": {
                           "type": "PromptFeedback",
                           "id": 3,
@@ -33448,6 +33594,74 @@
                         }
                       }
                     },
+                    "SharePointSources": {
+                      "fields": {
+                        "sharePointSources": {
+                          "rule": "repeated",
+                          "type": "SharePointSource",
+                          "id": 1
+                        }
+                      },
+                      "nested": {
+                        "SharePointSource": {
+                          "oneofs": {
+                            "folderSource": {
+                              "oneof": [
+                                "sharepointFolderPath",
+                                "sharepointFolderId"
+                              ]
+                            },
+                            "driveSource": {
+                              "oneof": [
+                                "driveName",
+                                "driveId"
+                              ]
+                            }
+                          },
+                          "fields": {
+                            "sharepointFolderPath": {
+                              "type": "string",
+                              "id": 5
+                            },
+                            "sharepointFolderId": {
+                              "type": "string",
+                              "id": 6
+                            },
+                            "driveName": {
+                              "type": "string",
+                              "id": 7
+                            },
+                            "driveId": {
+                              "type": "string",
+                              "id": 8
+                            },
+                            "clientId": {
+                              "type": "string",
+                              "id": 1
+                            },
+                            "clientSecret": {
+                              "type": "ApiAuth.ApiKeyConfig",
+                              "id": 2
+                            },
+                            "tenantId": {
+                              "type": "string",
+                              "id": 3
+                            },
+                            "sharepointSiteName": {
+                              "type": "string",
+                              "id": 4
+                            },
+                            "fileId": {
+                              "type": "string",
+                              "id": 9,
+                              "options": {
+                                "(google.api.field_behavior)": "OUTPUT_ONLY"
+                              }
+                            }
+                          }
+                        }
+                      }
+                    },
                     "JobState": {
                       "values": {
                         "JOB_STATE_UNSPECIFIED": 0,
@@ -34968,7 +35182,8 @@
                         "HARM_CATEGORY_HATE_SPEECH": 1,
                         "HARM_CATEGORY_DANGEROUS_CONTENT": 2,
                         "HARM_CATEGORY_HARASSMENT": 3,
-                        "HARM_CATEGORY_SEXUALLY_EXPLICIT": 4
+                        "HARM_CATEGORY_SEXUALLY_EXPLICIT": 4,
+                        "HARM_CATEGORY_CIVIC_INTEGRITY": 5
                       }
                     },
                     "Content": {
@@ -35133,6 +35348,16 @@
                             "maxOutputTokens"
                           ]
                         },
+                        "_responseLogprobs": {
+                          "oneof": [
+                            "responseLogprobs"
+                          ]
+                        },
+                        "_logprobs": {
+                          "oneof": [
+                            "logprobs"
+                          ]
+                        },
                         "_presencePenalty": {
                           "oneof": [
                             "presencePenalty"
@@ -35208,6 +35433,22 @@
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
                         },
+                        "responseLogprobs": {
+                          "type": "bool",
+                          "id": 18,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL",
+                            "proto3_optional": true
+                          }
+                        },
+                        "logprobs": {
+                          "type": "int32",
+                          "id": 7,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL",
+                            "proto3_optional": true
+                          }
+                        },
                         "presencePenalty": {
                           "type": "float",
                           "id": 8,
@@ -35358,7 +35599,8 @@
                             "BLOCK_LOW_AND_ABOVE": 1,
                             "BLOCK_MEDIUM_AND_ABOVE": 2,
                             "BLOCK_ONLY_HIGH": 3,
-                            "BLOCK_NONE": 4
+                            "BLOCK_NONE": 4,
+                            "OFF": 5
                           }
                         },
                         "HarmBlockMethod": {
@@ -35524,6 +35766,13 @@
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
                         },
+                        "logprobsResult": {
+                          "type": "LogprobsResult",
+                          "id": 10,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
                         "finishReason": {
                           "type": "FinishReason",
                           "id": 3,
@@ -35579,6 +35828,73 @@
                         }
                       }
                     },
+                    "LogprobsResult": {
+                      "fields": {
+                        "topCandidates": {
+                          "rule": "repeated",
+                          "type": "TopCandidates",
+                          "id": 1
+                        },
+                        "chosenCandidates": {
+                          "rule": "repeated",
+                          "type": "Candidate",
+                          "id": 2
+                        }
+                      },
+                      "nested": {
+                        "Candidate": {
+                          "oneofs": {
+                            "_token": {
+                              "oneof": [
+                                "token"
+                              ]
+                            },
+                            "_tokenId": {
+                              "oneof": [
+                                "tokenId"
+                              ]
+                            },
+                            "_logProbability": {
+                              "oneof": [
+                                "logProbability"
+                              ]
+                            }
+                          },
+                          "fields": {
+                            "token": {
+                              "type": "string",
+                              "id": 1,
+                              "options": {
+                                "proto3_optional": true
+                              }
+                            },
+                            "tokenId": {
+                              "type": "int32",
+                              "id": 3,
+                              "options": {
+                                "proto3_optional": true
+                              }
+                            },
+                            "logProbability": {
+                              "type": "float",
+                              "id": 2,
+                              "options": {
+                                "proto3_optional": true
+                              }
+                            }
+                          }
+                        },
+                        "TopCandidates": {
+                          "fields": {
+                            "candidates": {
+                              "rule": "repeated",
+                              "type": "Candidate",
+                              "id": 1
+                            }
+                          }
+                        }
+                      }
+                    },
                     "Segment": {
                       "fields": {
                         "partIndex": {
@@ -35879,6 +36195,14 @@
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
                         },
+                        "propertyOrdering": {
+                          "rule": "repeated",
+                          "type": "string",
+                          "id": 25,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        },
                         "required": {
                           "rule": "repeated",
                           "type": "string",
@@ -35942,6 +36266,14 @@
                           "options": {
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "anyOf": {
+                          "rule": "repeated",
+                          "type": "Schema",
+                          "id": 11,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
                         }
                       }
                     },
@@ -39066,6 +39398,24 @@
                         }
                       }
                     },
+                    "PSCAutomationConfig": {
+                      "fields": {
+                        "projectId": {
+                          "type": "string",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        },
+                        "network": {
+                          "type": "string",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "REQUIRED"
+                          }
+                        }
+                      }
+                    },
                     "PrivateServiceConnectConfig": {
                       "fields": {
                         "enablePrivateServiceConnect": {
@@ -50496,6 +50846,14 @@
                           "options": {
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "pscAutomationConfigs": {
+                          "rule": "repeated",
+                          "type": "PSCAutomationConfig",
+                          "id": 19,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
                         }
                       }
                     },
@@ -61018,6 +61376,21 @@
                           "options": {
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
+                        },
+                        "originalPipelineJobId": {
+                          "type": "int64",
+                          "id": 29,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "pipelineTaskRerunConfigs": {
+                          "rule": "repeated",
+                          "type": "PipelineTaskRerunConfig",
+                          "id": 30,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
                         }
                       },
                       "nested": {
@@ -61342,6 +61715,79 @@
                         }
                       }
                     },
+                    "PipelineTaskRerunConfig": {
+                      "fields": {
+                        "taskId": {
+                          "type": "int64",
+                          "id": 1,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "taskName": {
+                          "type": "string",
+                          "id": 2,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "inputs": {
+                          "type": "Inputs",
+                          "id": 3,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "skipTask": {
+                          "type": "bool",
+                          "id": 4,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
+                        "skipDownstreamTasks": {
+                          "type": "bool",
+                          "id": 5,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        }
+                      },
+                      "nested": {
+                        "ArtifactList": {
+                          "fields": {
+                            "artifacts": {
+                              "rule": "repeated",
+                              "type": "RuntimeArtifact",
+                              "id": 1,
+                              "options": {
+                                "(google.api.field_behavior)": "OUTPUT_ONLY"
+                              }
+                            }
+                          }
+                        },
+                        "Inputs": {
+                          "fields": {
+                            "artifacts": {
+                              "keyType": "string",
+                              "type": "ArtifactList",
+                              "id": 1,
+                              "options": {
+                                "(google.api.field_behavior)": "OUTPUT_ONLY"
+                              }
+                            },
+                            "parameterValues": {
+                              "keyType": "string",
+                              "type": "google.protobuf.Value",
+                              "id": 2,
+                              "options": {
+                                "(google.api.field_behavior)": "OUTPUT_ONLY"
+                              }
+                            }
+                          }
+                        }
+                      }
+                    },
                     "PipelineState": {
                       "values": {
                         "PIPELINE_STATE_UNSPECIFIED": 0,
@@ -61355,6 +61801,74 @@
                         "PIPELINE_STATE_PAUSED": 8
                       }
                     },
+                    "ArtifactTypeSchema": {
+                      "oneofs": {
+                        "kind": {
+                          "oneof": [
+                            "schemaTitle",
+                            "schemaUri",
+                            "instanceSchema"
+                          ]
+                        }
+                      },
+                      "fields": {
+                        "schemaTitle": {
+                          "type": "string",
+                          "id": 1
+                        },
+                        "schemaUri": {
+                          "type": "string",
+                          "id": 2,
+                          "options": {
+                            "deprecated": true
+                          }
+                        },
+                        "instanceSchema": {
+                          "type": "string",
+                          "id": 3
+                        },
+                        "schemaVersion": {
+                          "type": "string",
+                          "id": 4
+                        }
+                      }
+                    },
+                    "RuntimeArtifact": {
+                      "fields": {
+                        "name": {
+                          "type": "string",
+                          "id": 1
+                        },
+                        "type": {
+                          "type": "ArtifactTypeSchema",
+                          "id": 2
+                        },
+                        "uri": {
+                          "type": "string",
+                          "id": 3
+                        },
+                        "properties": {
+                          "keyType": "string",
+                          "type": "Value",
+                          "id": 4,
+                          "options": {
+                            "deprecated": true
+                          }
+                        },
+                        "customProperties": {
+                          "keyType": "string",
+                          "type": "Value",
+                          "id": 5,
+                          "options": {
+                            "deprecated": true
+                          }
+                        },
+                        "metadata": {
+                          "type": "google.protobuf.Struct",
+                          "id": 6
+                        }
+                      }
+                    },
                     "Value": {
                       "oneofs": {
                         "value": {
@@ -62894,6 +63408,11 @@
                           "oneof": [
                             "systemInstruction"
                           ]
+                        },
+                        "_generationConfig": {
+                          "oneof": [
+                            "generationConfig"
+                          ]
                         }
                       },
                       "fields": {
@@ -62943,6 +63462,14 @@
                           "options": {
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
+                        },
+                        "generationConfig": {
+                          "type": "GenerationConfig",
+                          "id": 7,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL",
+                            "proto3_optional": true
+                          }
                         }
                       }
                     },
@@ -63013,6 +63540,14 @@
                             "(google.api.field_behavior)": "OPTIONAL"
                           }
                         },
+                        "labels": {
+                          "keyType": "string",
+                          "type": "string",
+                          "id": 10,
+                          "options": {
+                            "(google.api.field_behavior)": "OPTIONAL"
+                          }
+                        },
                         "safetySettings": {
                           "rule": "repeated",
                           "type": "SafetySetting",
@@ -63040,6 +63575,13 @@
                             "(google.api.field_behavior)": "OUTPUT_ONLY"
                           }
                         },
+                        "modelVersion": {
+                          "type": "string",
+                          "id": 11,
+                          "options": {
+                            "(google.api.field_behavior)": "OUTPUT_ONLY"
+                          }
+                        },
                         "promptFeedback": {
                           "type": "PromptFeedback",
                           "id": 3,
@@ -67986,7 +68528,9 @@
                           "oneof": [
                             "ragManagedDb",
                             "weaviate",
-                            "vertexFeatureStore"
+                            "pinecone",
+                            "vertexFeatureStore",
+                            "vertexVectorSearch"
                           ]
                         }
                       },
@@ -67999,10 +68543,18 @@
                           "type": "Weaviate",
                           "id": 2
                         },
+                        "pinecone": {
+                          "type": "Pinecone",
+                          "id": 3
+                        },
                         "vertexFeatureStore": {
                           "type": "VertexFeatureStore",
                           "id": 4
                         },
+                        "vertexVectorSearch": {
+                          "type": "VertexVectorSearch",
+                          "id": 6
+                        },
                         "apiAuth": {
                           "type": "ApiAuth",
                           "id": 5
@@ -68024,6 +68576,14 @@
                             }
                           }
                         },
+                        "Pinecone": {
+                          "fields": {
+                            "indexName": {
+                              "type": "string",
+                              "id": 1
+                            }
+                          }
+                        },
                         "VertexFeatureStore": {
                           "fields": {
                             "featureViewResourceName": {
@@ -68031,6 +68591,18 @@
                               "id": 1
                             }
                           }
+                        },
+                        "VertexVectorSearch": {
+                          "fields": {
+                            "indexEndpoint": {
+                              "type": "string",
+                              "id": 1
+                            },
+                            "index": {
+                              "type": "string",
+                              "id": 2
+                            }
+                          }
                         }
                       }
                     },
@@ -68169,7 +68741,8 @@
                             "googleDriveSource",
                             "directUploadSource",
                             "slackSource",
-                            "jiraSource"
+                            "jiraSource",
+                            "sharePointSources"
                           ]
                         }
                       },
@@ -68203,6 +68776,10 @@
                           "type": "JiraSource",
                           "id": 12
                         },
+                        "sharePointSources": {
+                          "type": "SharePointSources",
+                          "id": 14
+                        },
                         "name": {
                           "type": "string",
                           "id": 1,
@@ -68305,7 +68882,14 @@
                             "gcsSource",
                             "googleDriveSource",
                             "slackSource",
-                            "jiraSource"
+                            "jiraSource",
+                            "sharePointSources"
+                          ]
+                        },
+                        "partialFailureSink": {
+                          "oneof": [
+                            "partialFailureGcsSink",
+                            "partialFailureBigquerySink"
                           ]
                         }
                       },
@@ -68326,6 +68910,18 @@
                           "type": "JiraSource",
                           "id": 7
                         },
+                        "sharePointSources": {
+                          "type": "SharePointSources",
+                          "id": 13
+                        },
+                        "partialFailureGcsSink": {
+                          "type": "GcsDestination",
+                          "id": 11
+                        },
+                        "partialFailureBigquerySink": {
+                          "type": "BigQueryDestination",
+                          "id": 12
+                        },
                         "ragFileChunkingConfig": {
                           "type": "RagFileChunkingConfig",
                           "id": 4
@@ -68734,7 +69330,23 @@
                       }
                     },
                     "ImportRagFilesResponse": {
+                      "oneofs": {
+                        "partialFailureSink": {
+                          "oneof": [
+                            "partialFailuresGcsPath",
+                            "partialFailuresBigqueryTable"
+                          ]
+                        }
+                      },
                       "fields": {
+                        "partialFailuresGcsPath": {
+                          "type": "string",
+                          "id": 4
+                        },
+                        "partialFailuresBigqueryTable": {
+                          "type": "string",
+                          "id": 5
+                        },
                         "importedRagFilesCount": {
                           "type": "int64",
                           "id": 1
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1/llm_utility_service.count_tokens.js b/packages/google-cloud-aiplatform/samples/generated/v1/llm_utility_service.count_tokens.js
index 17f2c026d27..ea7c75e01e3 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1/llm_utility_service.count_tokens.js
+++ b/packages/google-cloud-aiplatform/samples/generated/v1/llm_utility_service.count_tokens.js
@@ -63,6 +63,11 @@ function main(endpoint) {
    *  knowledge and scope of the model.
    */
   // const tools = [1,2,3,4]
+  /**
+   *  Optional. Generation config that the model will use to generate the
+   *  response.
+   */
+  // const generationConfig = {}
 
   // Imports the Aiplatform library
   const {LlmUtilityServiceClient} = require('@google-cloud/aiplatform').v1;
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.generate_content.js b/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.generate_content.js
index 32ab58872c3..faffeba60fd 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.generate_content.js
+++ b/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.generate_content.js
@@ -63,6 +63,15 @@ function main(model, contents) {
    *  request.
    */
   // const toolConfig = {}
+  /**
+   *  Optional. The labels with user-defined metadata for the request. It is used
+   *  for billing and reporting only.
+   *  Label keys and values can be no longer than 63 characters
+   *  (Unicode codepoints) and can only contain lowercase letters, numeric
+   *  characters, underscores, and dashes. International characters are allowed.
+   *  Label values are optional. Label keys must start with a letter.
+   */
+  // const labels = [1,2,3,4]
   /**
    *  Optional. Per request settings for blocking unsafe content.
    *  Enforced on GenerateContentResponse.candidates.
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.stream_generate_content.js b/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.stream_generate_content.js
index 64c2e2dfe2c..1d2990e33db 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.stream_generate_content.js
+++ b/packages/google-cloud-aiplatform/samples/generated/v1/prediction_service.stream_generate_content.js
@@ -63,6 +63,15 @@ function main(model, contents) {
    *  request.
    */
   // const toolConfig = {}
+  /**
+   *  Optional. The labels with user-defined metadata for the request. It is used
+   *  for billing and reporting only.
+   *  Label keys and values can be no longer than 63 characters
+   *  (Unicode codepoints) and can only contain lowercase letters, numeric
+   *  characters, underscores, and dashes. International characters are allowed.
+   *  Label values are optional. Label keys must start with a letter.
+   */
+  // const labels = [1,2,3,4]
   /**
    *  Optional. Per request settings for blocking unsafe content.
    *  Enforced on GenerateContentResponse.candidates.
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1/snippet_metadata_google.cloud.aiplatform.v1.json b/packages/google-cloud-aiplatform/samples/generated/v1/snippet_metadata_google.cloud.aiplatform.v1.json
index 1a35c706923..037085eebd7 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1/snippet_metadata_google.cloud.aiplatform.v1.json
+++ b/packages/google-cloud-aiplatform/samples/generated/v1/snippet_metadata_google.cloud.aiplatform.v1.json
@@ -6514,7 +6514,7 @@
             "segments": [
                 {
                     "start": 25,
-                    "end": 84,
+                    "end": 89,
                     "type": "FULL"
                 }
             ],
@@ -6546,6 +6546,10 @@
                     {
                         "name": "tools",
                         "type": "TYPE_MESSAGE[]"
+                    },
+                    {
+                        "name": "generation_config",
+                        "type": ".google.cloud.aiplatform.v1.GenerationConfig"
                     }
                 ],
                 "resultType": ".google.cloud.aiplatform.v1.CountTokensResponse",
@@ -11234,7 +11238,7 @@
             "segments": [
                 {
                     "start": 25,
-                    "end": 94,
+                    "end": 103,
                     "type": "FULL"
                 }
             ],
@@ -11263,6 +11267,10 @@
                         "name": "tool_config",
                         "type": ".google.cloud.aiplatform.v1.ToolConfig"
                     },
+                    {
+                        "name": "labels",
+                        "type": "TYPE_MESSAGE[]"
+                    },
                     {
                         "name": "safety_settings",
                         "type": "TYPE_MESSAGE[]"
@@ -11298,7 +11306,7 @@
             "segments": [
                 {
                     "start": 25,
-                    "end": 96,
+                    "end": 105,
                     "type": "FULL"
                 }
             ],
@@ -11327,6 +11335,10 @@
                         "name": "tool_config",
                         "type": ".google.cloud.aiplatform.v1.ToolConfig"
                     },
+                    {
+                        "name": "labels",
+                        "type": "TYPE_MESSAGE[]"
+                    },
                     {
                         "name": "safety_settings",
                         "type": "TYPE_MESSAGE[]"
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.chat_completions.js b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.chat_completions.js
index 388810c32c6..4c176772fc2 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.chat_completions.js
+++ b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.chat_completions.js
@@ -29,9 +29,9 @@ function main(endpoint) {
    * TODO(developer): Uncomment these variables before running the sample.
    */
   /**
-   *  Required. The name of the Endpoint requested to serve the prediction.
+   *  Required. The name of the endpoint requested to serve the prediction.
    *  Format:
-   *  `projects/{project}/locations/{location}/endpoints/openapi`
+   *  `projects/{project}/locations/{location}/endpoints/{endpoint}`
    */
   // const endpoint = 'abc123'
   /**
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.count_tokens.js b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.count_tokens.js
index d8a1892aac3..a094732947c 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.count_tokens.js
+++ b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.count_tokens.js
@@ -63,6 +63,11 @@ function main(endpoint) {
    *  knowledge and scope of the model.
    */
   // const tools = [1,2,3,4]
+  /**
+   *  Optional. Generation config that the model will use to generate the
+   *  response.
+   */
+  // const generationConfig = {}
 
   // Imports the Aiplatform library
   const {PredictionServiceClient} = require('@google-cloud/aiplatform').v1beta1;
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.generate_content.js b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.generate_content.js
index 39d964f4c3c..9e81a0c10b8 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.generate_content.js
+++ b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.generate_content.js
@@ -29,9 +29,12 @@ function main(model, contents) {
    * TODO(developer): Uncomment these variables before running the sample.
    */
   /**
-   *  Required. The name of the publisher model requested to serve the
-   *  prediction. Format:
+   *  Required. The fully qualified name of the publisher model or tuned model
+   *  endpoint to use.
+   *  Publisher model format:
    *  `projects/{project}/locations/{location}/publishers/* /models/*`
+   *  Tuned model endpoint format:
+   *  `projects/{project}/locations/{location}/endpoints/{endpoint}`
    */
   // const model = 'abc123'
   /**
@@ -68,6 +71,15 @@ function main(model, contents) {
    *  request.
    */
   // const toolConfig = {}
+  /**
+   *  Optional. The labels with user-defined metadata for the request. It is used
+   *  for billing and reporting only.
+   *  Label keys and values can be no longer than 63 characters
+   *  (Unicode codepoints) and can only contain lowercase letters, numeric
+   *  characters, underscores, and dashes. International characters are allowed.
+   *  Label values are optional. Label keys must start with a letter.
+   */
+  // const labels = [1,2,3,4]
   /**
    *  Optional. Per request settings for blocking unsafe content.
    *  Enforced on GenerateContentResponse.candidates.
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.stream_generate_content.js b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.stream_generate_content.js
index b8ed748e6f2..8dd3defdb0b 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.stream_generate_content.js
+++ b/packages/google-cloud-aiplatform/samples/generated/v1beta1/prediction_service.stream_generate_content.js
@@ -29,9 +29,12 @@ function main(model, contents) {
    * TODO(developer): Uncomment these variables before running the sample.
    */
   /**
-   *  Required. The name of the publisher model requested to serve the
-   *  prediction. Format:
+   *  Required. The fully qualified name of the publisher model or tuned model
+   *  endpoint to use.
+   *  Publisher model format:
    *  `projects/{project}/locations/{location}/publishers/* /models/*`
+   *  Tuned model endpoint format:
+   *  `projects/{project}/locations/{location}/endpoints/{endpoint}`
    */
   // const model = 'abc123'
   /**
@@ -68,6 +71,15 @@ function main(model, contents) {
    *  request.
    */
   // const toolConfig = {}
+  /**
+   *  Optional. The labels with user-defined metadata for the request. It is used
+   *  for billing and reporting only.
+   *  Label keys and values can be no longer than 63 characters
+   *  (Unicode codepoints) and can only contain lowercase letters, numeric
+   *  characters, underscores, and dashes. International characters are allowed.
+   *  Label values are optional. Label keys must start with a letter.
+   */
+  // const labels = [1,2,3,4]
   /**
    *  Optional. Per request settings for blocking unsafe content.
    *  Enforced on GenerateContentResponse.candidates.
diff --git a/packages/google-cloud-aiplatform/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json b/packages/google-cloud-aiplatform/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json
index 75091e1005d..aa840262b82 100644
--- a/packages/google-cloud-aiplatform/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json
+++ b/packages/google-cloud-aiplatform/samples/generated/v1beta1/snippet_metadata_google.cloud.aiplatform.v1beta1.json
@@ -12362,7 +12362,7 @@
             "segments": [
                 {
                     "start": 25,
-                    "end": 84,
+                    "end": 89,
                     "type": "FULL"
                 }
             ],
@@ -12394,6 +12394,10 @@
                     {
                         "name": "tools",
                         "type": "TYPE_MESSAGE[]"
+                    },
+                    {
+                        "name": "generation_config",
+                        "type": ".google.cloud.aiplatform.v1beta1.GenerationConfig"
                     }
                 ],
                 "resultType": ".google.cloud.aiplatform.v1beta1.CountTokensResponse",
@@ -12422,7 +12426,7 @@
             "segments": [
                 {
                     "start": 25,
-                    "end": 99,
+                    "end": 111,
                     "type": "FULL"
                 }
             ],
@@ -12455,6 +12459,10 @@
                         "name": "tool_config",
                         "type": ".google.cloud.aiplatform.v1beta1.ToolConfig"
                     },
+                    {
+                        "name": "labels",
+                        "type": "TYPE_MESSAGE[]"
+                    },
                     {
                         "name": "safety_settings",
                         "type": "TYPE_MESSAGE[]"
@@ -12490,7 +12498,7 @@
             "segments": [
                 {
                     "start": 25,
-                    "end": 101,
+                    "end": 113,
                     "type": "FULL"
                 }
             ],
@@ -12523,6 +12531,10 @@
                         "name": "tool_config",
                         "type": ".google.cloud.aiplatform.v1beta1.ToolConfig"
                     },
+                    {
+                        "name": "labels",
+                        "type": "TYPE_MESSAGE[]"
+                    },
                     {
                         "name": "safety_settings",
                         "type": "TYPE_MESSAGE[]"
diff --git a/packages/google-cloud-aiplatform/src/v1/llm_utility_service_client.ts b/packages/google-cloud-aiplatform/src/v1/llm_utility_service_client.ts
index 513be4cbc8c..330dbfb9a45 100644
--- a/packages/google-cloud-aiplatform/src/v1/llm_utility_service_client.ts
+++ b/packages/google-cloud-aiplatform/src/v1/llm_utility_service_client.ts
@@ -557,6 +557,9 @@ export class LlmUtilityServiceClient {
    *   A `Tool` is a piece of code that enables the system to interact with
    *   external systems to perform an action, or set of actions, outside of
    *   knowledge and scope of the model.
+   * @param {google.cloud.aiplatform.v1.GenerationConfig} [request.generationConfig]
+   *   Optional. Generation config that the model will use to generate the
+   *   response.
    * @param {object} [options]
    *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
    * @returns {Promise} - The promise which resolves to an array.
diff --git a/packages/google-cloud-aiplatform/src/v1/prediction_service_client.ts b/packages/google-cloud-aiplatform/src/v1/prediction_service_client.ts
index 52d23a024d0..0fc3d36241e 100644
--- a/packages/google-cloud-aiplatform/src/v1/prediction_service_client.ts
+++ b/packages/google-cloud-aiplatform/src/v1/prediction_service_client.ts
@@ -1166,6 +1166,14 @@ export class PredictionServiceClient {
    * @param {google.cloud.aiplatform.v1.ToolConfig} [request.toolConfig]
    *   Optional. Tool config. This config is shared for all tools provided in the
    *   request.
+   * @param {number[]} [request.labels]
+   *   Optional. The labels with user-defined metadata for the request. It is used
+   *   for billing and reporting only.
+   *
+   *   Label keys and values can be no longer than 63 characters
+   *   (Unicode codepoints) and can only contain lowercase letters, numeric
+   *   characters, underscores, and dashes. International characters are allowed.
+   *   Label values are optional. Label keys must start with a letter.
    * @param {number[]} [request.safetySettings]
    *   Optional. Per request settings for blocking unsafe content.
    *   Enforced on GenerateContentResponse.candidates.
@@ -1443,6 +1451,14 @@ export class PredictionServiceClient {
    * @param {google.cloud.aiplatform.v1.ToolConfig} [request.toolConfig]
    *   Optional. Tool config. This config is shared for all tools provided in the
    *   request.
+   * @param {number[]} [request.labels]
+   *   Optional. The labels with user-defined metadata for the request. It is used
+   *   for billing and reporting only.
+   *
+   *   Label keys and values can be no longer than 63 characters
+   *   (Unicode codepoints) and can only contain lowercase letters, numeric
+   *   characters, underscores, and dashes. International characters are allowed.
+   *   Label values are optional. Label keys must start with a letter.
    * @param {number[]} [request.safetySettings]
    *   Optional. Per request settings for blocking unsafe content.
    *   Enforced on GenerateContentResponse.candidates.
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/dataset_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/dataset_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/dataset_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/dataset_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/deployment_resource_pool_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/deployment_resource_pool_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/deployment_resource_pool_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/deployment_resource_pool_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/endpoint_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/endpoint_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/endpoint_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/endpoint_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/evaluation_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/evaluation_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/evaluation_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/evaluation_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/extension_execution_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/extension_execution_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/extension_execution_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/extension_execution_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/extension_registry_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/extension_registry_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/extension_registry_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/extension_registry_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_admin_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_admin_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_admin_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_admin_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/feature_online_store_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/feature_registry_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/feature_registry_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/feature_registry_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/feature_registry_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/featurestore_online_serving_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/featurestore_online_serving_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/featurestore_online_serving_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/featurestore_online_serving_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/featurestore_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/featurestore_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/featurestore_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/featurestore_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_cache_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_cache_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_cache_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_cache_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_tuning_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_tuning_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_tuning_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/gen_ai_tuning_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/index_endpoint_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/index_endpoint_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/index_endpoint_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/index_endpoint_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/index_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/index_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/index_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/index_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/job_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/job_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/job_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/job_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/llm_utility_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/llm_utility_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/llm_utility_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/llm_utility_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/match_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/match_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/match_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/match_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/metadata_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/metadata_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/metadata_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/metadata_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/migration_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/migration_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/migration_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/migration_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/model_garden_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/model_garden_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/model_garden_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/model_garden_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/model_monitoring_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/model_monitoring_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/model_monitoring_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/model_monitoring_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/model_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/model_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/model_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/model_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/notebook_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/notebook_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/notebook_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/notebook_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/persistent_resource_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/persistent_resource_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/persistent_resource_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/persistent_resource_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/pipeline_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/pipeline_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/pipeline_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/pipeline_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_client.ts b/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_client.ts
index f87169f1bae..6b14a308210 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_client.ts
+++ b/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_client.ts
@@ -1216,6 +1216,9 @@ export class PredictionServiceClient {
    *   A `Tool` is a piece of code that enables the system to interact with
    *   external systems to perform an action, or set of actions, outside of
    *   knowledge and scope of the model.
+   * @param {google.cloud.aiplatform.v1beta1.GenerationConfig} [request.generationConfig]
+   *   Optional. Generation config that the model will use to generate the
+   *   response.
    * @param {object} [options]
    *   Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
    * @returns {Promise} - The promise which resolves to an array.
@@ -1305,9 +1308,14 @@ export class PredictionServiceClient {
    * @param {Object} request
    *   The request object that will be sent.
    * @param {string} request.model
-   *   Required. The name of the publisher model requested to serve the
-   *   prediction. Format:
+   *   Required. The fully qualified name of the publisher model or tuned model
+   *   endpoint to use.
+   *
+   *   Publisher model format:
    *   `projects/{project}/locations/{location}/publishers/* /models/*`
+   *
+   *   Tuned model endpoint format:
+   *   `projects/{project}/locations/{location}/endpoints/{endpoint}`
    * @param {number[]} request.contents
    *   Required. The content of the current conversation with the model.
    *
@@ -1334,6 +1342,14 @@ export class PredictionServiceClient {
    * @param {google.cloud.aiplatform.v1beta1.ToolConfig} [request.toolConfig]
    *   Optional. Tool config. This config is shared for all tools provided in the
    *   request.
+   * @param {number[]} [request.labels]
+   *   Optional. The labels with user-defined metadata for the request. It is used
+   *   for billing and reporting only.
+   *
+   *   Label keys and values can be no longer than 63 characters
+   *   (Unicode codepoints) and can only contain lowercase letters, numeric
+   *   characters, underscores, and dashes. International characters are allowed.
+   *   Label values are optional. Label keys must start with a letter.
    * @param {number[]} [request.safetySettings]
    *   Optional. Per request settings for blocking unsafe content.
    *   Enforced on GenerateContentResponse.candidates.
@@ -1589,9 +1605,14 @@ export class PredictionServiceClient {
    * @param {Object} request
    *   The request object that will be sent.
    * @param {string} request.model
-   *   Required. The name of the publisher model requested to serve the
-   *   prediction. Format:
+   *   Required. The fully qualified name of the publisher model or tuned model
+   *   endpoint to use.
+   *
+   *   Publisher model format:
    *   `projects/{project}/locations/{location}/publishers/* /models/*`
+   *
+   *   Tuned model endpoint format:
+   *   `projects/{project}/locations/{location}/endpoints/{endpoint}`
    * @param {number[]} request.contents
    *   Required. The content of the current conversation with the model.
    *
@@ -1618,6 +1639,14 @@ export class PredictionServiceClient {
    * @param {google.cloud.aiplatform.v1beta1.ToolConfig} [request.toolConfig]
    *   Optional. Tool config. This config is shared for all tools provided in the
    *   request.
+   * @param {number[]} [request.labels]
+   *   Optional. The labels with user-defined metadata for the request. It is used
+   *   for billing and reporting only.
+   *
+   *   Label keys and values can be no longer than 63 characters
+   *   (Unicode codepoints) and can only contain lowercase letters, numeric
+   *   characters, underscores, and dashes. International characters are allowed.
+   *   Label values are optional. Label keys must start with a letter.
    * @param {number[]} [request.safetySettings]
    *   Optional. Per request settings for blocking unsafe content.
    *   Enforced on GenerateContentResponse.candidates.
@@ -1654,9 +1683,9 @@ export class PredictionServiceClient {
    * @param {Object} request
    *   The request object that will be sent.
    * @param {string} request.endpoint
-   *   Required. The name of the Endpoint requested to serve the prediction.
+   *   Required. The name of the endpoint requested to serve the prediction.
    *   Format:
-   *   `projects/{project}/locations/{location}/endpoints/openapi`
+   *   `projects/{project}/locations/{location}/endpoints/{endpoint}`
    * @param {google.api.HttpBody} [request.httpBody]
    *   Optional. The prediction input. Supports HTTP headers and arbitrary data
    *   payload.
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/prediction_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_execution_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_execution_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_execution_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_execution_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/reasoning_engine_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/schedule_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/schedule_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/schedule_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/schedule_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/specialist_pool_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/specialist_pool_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/specialist_pool_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/specialist_pool_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/tensorboard_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/tensorboard_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/tensorboard_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/tensorboard_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_data_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_data_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_data_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_data_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/vertex_rag_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",
diff --git a/packages/google-cloud-aiplatform/src/v1beta1/vizier_service_proto_list.json b/packages/google-cloud-aiplatform/src/v1beta1/vizier_service_proto_list.json
index 3255894b4d5..d5e6efb45ff 100644
--- a/packages/google-cloud-aiplatform/src/v1beta1/vizier_service_proto_list.json
+++ b/packages/google-cloud-aiplatform/src/v1beta1/vizier_service_proto_list.json
@@ -162,6 +162,7 @@
   "../../protos/google/cloud/aiplatform/v1beta1/training_pipeline.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/tuning_job.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/types.proto",
+  "../../protos/google/cloud/aiplatform/v1beta1/ui_pipeline_spec.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/unmanaged_container_model.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/user_action_reference.proto",
   "../../protos/google/cloud/aiplatform/v1beta1/value.proto",